AU2011268244A1 - Extraction solvents derived from oil for alcohol removal in extractive fermentation - Google Patents

Abstract

In an alcohol fermentation process, oil derived from biomass is chemically converted into an extractant available for removal of a product alcohol such as butanol from a fermentation broth. The glycerides in the oil can be chemically converted into a reaction product, such as fatty acids, fatty alcohols, fatty amides, fatty acid methyl esters, fatty acid glycol esters, and hydroxylated triglycerides, and mixtures thereof, which forms a fermentation product extractant having a partition coefficient for a product alcohol greater than a partition coefficient of the oil of the biomass for the product alcohol. Oil derived from a feedstock of an alcohol fermentation process can be chemically converting into the fermentation product extractant. The oil can be separated from the feedstock prior to the feedstock being fed to a fermentation vessel, and the separated oil can be chemically converted to a fermentation product extractant, which can then contacted with a fermentation product comprising a product alcohol, whereby the product alcohol is separated from the fermentation product.

Description

WO 2011/159991 PCT/US2011/040842 EXTRACTION SOLVENTS DERIVED FROM OIL FOR ALCOHOL REMOVAL IN EXTRACTIVE FERMENTATION [0001] This application claims the benefit of U.S. Provisional Application No. 61/356,290, filed on June 18, 2010; U.S. Provisional Application No. 61/368,451, filed on July 28, 2010; U.S. Provisional Application No. 61/368,436, filed on July 28, 2010; U.S. Provisional Application No. 61/368,444, filed on July 28, 2010; U.S. Provisional Application No. 61/368,429, filed on July 28, 2010; U.S. Provisional Application No. 61/379,546, filed on September 2, 2010; and U.S. Provisional Application No. 61/440,034, filed on February 7, 2011; U.S. Patent Application No. 13/160,766, filed on June 15, 2011; the entire contents of which are all herein incorporated by reference. [0002] The Sequence Listing associated with this application is filed in electronic form via EFS-Web and hereby incorporated by reference into the specification in its entirety. FIELD OF THE INVENTION [0003] The present invention relates the production of fermentative alcohols such as butanol and in particular, to extraction solvents for extractive fermentation, and processes for converting oil derived from biomass into the extraction solvents. BACKGROUND OF THE INVENTION [0004] Butanol is an important industrial chemical with a variety of applications including use as a fuel additive, as a feedstock chemical in the plastics industry, and as a food-grade extractant in the food and flavor industry. Accordingly, there is a high demand for butanol as well as for efficient and environmentally friendly production methods. [0005] Production of butanol utilizing fermentation by microorganisms is one environmentally friendly production method. Some microorganisms that produce butanol in high yields also have low butanol toxicity thresholds, such that butanol needs to be removed from the fermentation vessel as it is being produced. In situ product removal (ISPR) (also referred to as extractive fermentation) removes -1- WO 2011/159991 PCT/US2011/040842 butanol from the fermentation vessel as it is produced, thereby allowing the microorganism to produce butanol at high yields. One method for ISPR that has been described in the art is liquid-liquid extraction (U.S. Patent Application Publication No. 2009/0305370). In order to be technically and economically viable, ideally, liquid-liquid extraction calls for good contact between the extractant and the fermentation broth for efficient mass transfer of the product alcohol into the extractant; good phase separation of the extractant from the fermentation broth (during and after fermentation); efficient recovery and recycle of the extractant; minimal degradation of the capacity of the extractant to extract the product alcohol (by, e.g., preventing the lowering of the partition coefficient for the product alcohol into the extractant) and contamination of the extractant by lipids that lower the partition coefficient over a long-term operation. [0006] In particular, the extractant can become contaminated with lipid over time with each recycle, for example, by the build-up of lipids present in the biomass that is fed to the fermentation vessel as feedstock of hydrolysable starch. As an example, a liquified corn mash loaded to a fermentation vessel at 30 wt% dry corn solids can result in a fermentation broth that contains about 1.2 wt% corn oil during conversion of glucose to butanol by simultaneous saccharification and fermentation (SSF) (with saccharification of the liquified mash occurring during fermentation by the addition of glucoamylase to produce glucose). The dissolution of the corn oil lipids in oleyl alcohol (OA) serving as an extractant during ISPR can result in build-up of lipid concentration with each OA recycle, decreasing the partition coefficient for the product alcohol in OA as the lipid concentration in OA increases with each recycle of OA. [0007] In addition, the presence of the undissolved solids during extractive fermentation can negatively affect the efficiency of the alcohol production. For example, the presence of the undissolved solids may lower the mass transfer coefficient inside the fermentation vessel, impede phase separation in the fermentation vessel, result in the accumulation of corn oil from the undissolved solids in the extractant leading to reduced extraction efficiency over time, increase the loss of solvent because it becomes trapped in solids ultimately removed as Dried Distillers' Grains with Solubles (DDGS), slow the -2- WO 2011/159991 PCT/US2011/040842 disengagement of extractant drops from the fermentation broth, and/or result in a lower fermentation vessel volume efficiency. [0008] Several approaches for reducing the degradation of the partition coefficient of the extractant used in extractive fermentation have included wet milling, fractionation, and removal of solids. Wet milling is an expensive, multi-step process that separates a biomass (e.g., corn) into all of its key components (germ, pericarp fiber, starch, and gluten) in order to capture value from each co product separately. This process gives a purified starch stream; however, it is costly and includes the separation of the biomass into its non-starch components, which is unnecessary for fermentative alcohol production. Fractionation removes fiber and germ, which contains a majority of the lipids present in ground whole corn, resulting in corn that has a higher starch (endosperm) content. Dry fractionation does not separate the germ and fiber, and therefore, it is less expensive than wet milling. However, fractionation does not remove the entirety of the fiber or germ, and does not result in total elimination of solids. Furthermore, there is some loss of starch in fractionation. Wet milling of corn is more expensive than dry fractionation, but dry fractionation is more expensive than dry grinding of unfractionated corn. Removal of solids, including germ containing lipids, from liquified mash prior to use in fermentation can substantially eliminate undissolved solids, as described for example in co-pending, commonly owned U.S. Provisional Patent Application No. 61/356,290, filed June 18, 2010. However, it would be advantageous if the degradation of the partition coefficient of the extractant can be reduced even without fractionation or removal of undissolved solids. Thus, there is a continuing need to develop more efficient methods and systems for producing product alcohols such as butanol, through extractive fermentation in which the degradation of the partition coefficient of the extractant is reduced. [0009] Moreover, the extractant (e.g., oleyl alcohol) is typically added to the process, rather than produced at a step in the process and therefore, the extractant is a raw material expense. Since the extractant can be lost to adsorption on non-fermentable solids and diluted with lipids introduced into the process, the economy of the alcohol production process can be affected by the -3 - WO 2011/159991 PCT/US2011/040842 efficiency of the extractant recovery and recycle. Thus, there exists a continuing need for alternative extractants for ISPR that can result in a more economical process by reducing capital and/or operating costs. BRIEF SUMMARY OF THE INVENTION [0010] The present invention satisfies the above needs by providing methods for producing product alcohols, such as butanol, in which the lipids in a biomass are converted into an extractant that can be used in ISPR, and in which the amount of lipids that are fed to the fermentation vessel, with the feedstock and/or upon extractant recycle, are decreased. The present invention provides further related advantages, as will be made apparent by the description of the embodiments that follow. [0011] Chemical conversion of lipids derived from biomass to extractants including fatty acids, fatty alcohols, fatty amides, fatty acid esters, fatty acid glycol esters, and triglycerides, and mixtures thereof (collectively referred to herein as "fatty acid extractants") can decrease the amount of lipids present in the ISPR extractant. The triglycerides may be hydroxylated or alkoxylated (e.g., methoxylated, ethoxylated). Fatty acid extractants would not be expected to decrease the partition coefficient of the product alcohol, such as isobutanol, into the extractant phase as much as lipids. Moreover, the fatty acid extractants can be used as the ISPR extractant. The fatty acid extractants can be derived from the biomass supplying fermentable carbon fed to the fermentation vessel. The fatty acid extractants can therefore be produced at a step in the alcohol production process and be used in place of, or in addition to, a supplied, exogenous ISPR extractant that is not produced in the process (such as externally supplied oleyl alcohol), thereby reducing or even eliminating the raw material expense for the ISPR extractant. [0012] In addition, extractants may also be produced by converting oil derived from biomass or feedstock into fatty acids using high temperature and/or high pressure conditions. Furthermore, oil derived from biomass or feedstock may be treated with one or more lipases to produce fatty acids or subjected to hydrogenation to produce fatty alcohols. -4- WO 2011/159991 PCT/US2011/040842 [00131 The present invention is directed to a composition comprising a recombinant microorganism capable of producing alcohol from a feedstock; alcohol; and at least one extractant selected from the group consisting of fatty acid, fatty alcohol, fatty amide, fatty ester, triglycerides, and mixtures thereof; wherein the extractant is produced from the feedstock. In one embodiment, the extractant is a mixture of fatty amides, and in a further embodiment, the mixture of fatty amides comprises linoleamide, oleamide, palmitamide, or stearamide. In another embodiment, the extractant is a mixture of fatty amides and fatty acids, and in a further embodiment, the mixture of fatty amides and fatty acids comprises linoleamide, linoleic acid, oleamide, oleic acid, palmitamide, palmitic acid, stearamide, or stearic acid. In one embodiment, the extractant is selected from hydroxylated triglycerides, alkoxylated triglycerides, hydroxylated fatty acids, alkoxylated fatty acids, hydroxylated fatty alcohols, and alkoxylated fatty alcohols. In one embodiment, the triglycerides may be methoxylated or ethoxylated. In another embodiment, the extractant is selected from saturated fatty acids, unsaturated fatty acids, saturated fatty alcohols, unsaturated fatty alcohols, saturated fatty amides, unsaturated fatty amides, saturated fatty esters, unsaturated fatty esters, and mixtures thereof. In one embodiment, the extractant may be a liquid or solid. In a further embodiment, the extractant may be in the form of beads. In one embodiment, the alcohol is C1 to C8 alkyl alcohols. In another embodiment, the feedstock comprises rye, wheat, corn, cane, barley, cellulosic material, lignocellulosic material, or mixtures thereof. [0014] In one embodiment, the extractant comprises one or more fatty amides of the formula R(C=O)N(R')(R"), wherein R is independently selected from the group consisting of C3 to C27 alkyl groups optionally interrupted with one or more double bonds, and R' and R" are independently selected from the group consisting of hydrogen and C1-C6 alkyl groups optionally containing one or more hydroxyl groups. [0015] In another embodiment, the extractant comprises one or more fatty esters of the formula R-(C=O)-OCHR'CHR"-OH, wherein R is independently selected from the group consisting of C3 to C27 alkyl groups optionally interrupted with one or more double bonds, and -5 - WO 2011/159991 PCT/US2011/040842 R' and R" are independently selected from the group consisting of hydrogen and C1-C4 alkyl groups. [0016] In one embodiment, the extractant comprises one or more fatty esters of the formula R-(C=O)-OR', wherein R is independently selected from the group consisting of C3 to C27 alkyl groups optionally interrupted with one or more double bonds, and R' is an alkyl group of 8 carbons or less. [0017] The present invention is directed to a method for producing an extractant comprising providing a biomass comprising oil; contacting the oil with one or more substances capable of chemically converting the oil into an extractant selected from the group consisting of fatty acids, fatty alcohols, fatty amides, fatty esters, triglycerides, and mixtures thereof, whereby at least a portion of the oil is converted to the extractant. In one embodiment, the triglycerides may be hydroxylated or alkoxylated (e.g., methoxylated, ethoxylated). In one embodiment, the extractant may be a liquid or solid. In a further embodiment, the extractant may be in the form of beads. In one embodiment, the method further comprises the step of separating the oil from the biomass prior to contacting the oil with the one or more substances. In one embodiment, the one or more substances is selected from aqueous ammonium hydroxide, anhydrous ammonia, ammonium acetate, ammonia in water, hydrogen peroxide, toluene, glacial acetic acid, lipase, and cation exchange resin. In another embodiment, the extractant has a partition coefficient for a product alcohol greater than the partition coefficient of the oil for the product alcohol prior to the oil being converted to extractant. In one embodiment, the product alcohol is C 1 to C8 alkyl alcohols. In another embodiment, the biomass comprises corn grain, corn cobs, crop residues such as corn husks, corn stover, grasses, wheat, rye, wheat straw, barley, barley straw, hay, rice straw, switchgrass, waste paper, sugar cane bagasse, sorghum, sugar cane, soy, components obtained from milling of grains, cellulosic material, lignocellulosic material, trees, branches, roots, leaves, wood chips, sawdust, shrubs and bushes, vegetables, fruits, flowers, animal manure, or mixtures thereof. -6- WO 2011/159991 PCT/US2011/040842 [0018] The present invention is also directed to a method for producing a product alcohol comprising: (a) providing biomass comprising oligosaccharides and oil; (b) contacting the biomass with a saccharification enzyme capable of converting oligosaccharides into monosaccharides; (c) separating the oil from the biomass of (a) or (b); (d) contacting the separated oil with one or more reactants or solvents to form an extractant; (e) contacting the biomass with a fermentation broth comprising a recombinant microorganism capable of converting the monosaccharides to a product alcohol and whereby a product alcohol is produced; and (f) contacting the product alcohol with the extractant, wherein the extractant has a partition coefficient for the product alcohol that is greater than the partition coefficient of the oil of the biomass for the product alcohol. In one embodiment, the one or more reactants or solvents is selected from aqueous ammonium hydroxide, anhydrous ammonia, ammonium acetate, ammonia in water, hydrogen peroxide, toluene, glacial acetic acid, lipase, and cation exchange resin. In one embodiment, the extractant is selected from fatty acid, fatty alcohol, fatty amide, fatty ester, triglycerides, and mixtures thereof. In one embodiment, the extractant is selected from hydroxylated triglycerides, alkoxylated triglycerides (e.g., methoxylated, ethoxylated), hydroxylated fatty acids, alkoxylated fatty acids, hydroxylated fatty alcohols, and alkoxylated fatty alcohols. In another embodiment, the extractant is selected from saturated fatty acids, unsaturated fatty acids, saturated fatty alcohols, unsaturated fatty alcohols, saturated fatty amides, unsaturated fatty amides, saturated fatty esters, unsaturated fatty esters, and mixtures thereof. In one embodiment, the extractant may be a liquid or solid. In a further embodiment, the extractant may be in the form of beads. In one embodiment, the alcohol is C1 to C8 alkyl alcohols. In another embodiment, the oil comprises one or more oils selected from tallow oil, corn oil, canola oil, capric/caprylic triglycerides, castor oil, coconut oil, cottonseed oil, fish oil, jojoba oil, lard, linseed oil, neetsfoot oil, oiticica oil, palm oil, peanut oil, rapeseed oil, rice oil, safflower oil, soya oil, sunflower oil, tung oil, jatropha oil, wheat oil, rye oil, barley oil, and vegetable oil blends. [0019] In one embodiment, the extractant comprises one or more fatty amides of the formula R(C=O)N(R')(R"), wherein -7- WO 2011/159991 PCT/US2011/040842 R is independently selected from the group consisting of C3 to C27 alkyl groups optionally interrupted with one or more double bonds, and R' and R" are independently selected from the group consisting of hydrogen and C1-C6 alkyl groups optionally containing one or more hydroxyl groups. [0020] In another embodiment, the extractant comprises one or more fatty esters of the formula R-(C=O)-OCHR'CHR"-OH, wherein R is independently selected from the group consisting of C3 to C27 alkyl groups optionally interrupted with one or more double bonds, and R' and R" are independently selected from the group consisting of hydrogen and C1-C4 alkyl groups. [0021] In one embodiment, the extractant comprises one or more fatty esters of the formula R-(C=O)-OR', wherein R is independently selected from the group consisting of C3 to C27 alkyl groups optionally interrupted with one or more double bonds, and R' is an alkyl group of 8 carbons or less. [0022] The present invention is directed to a method for producing a product alcohol comprising: (a) providing a fermentation broth comprising a recombinant microorganism capable of producing a product alcohol in a fermentation vessel and whereby a product alcohol is produced; (b) contacting the fermentation broth with an extractant to form a two-phase mixture comprising an aqueous phase and an organic phase, wherein the product alcohol and the oil partition into the organic phase such that the organic phase comprises the product alcohol and the oil; (c) separating the organic phase from the aqueous phase; (d) separating the product alcohol from the organic phase; and optionally steps (b) and (c) occur concurrently. In one embodiment, the method further comprises the step of producing a feedstock slurry; separating the feedstock slurry to produce (i) an aqueous layer, (ii) oil layer, and (iii) a solids layer; and feeding the aqueous layer to the fermentation vessel. In another embodiment, the method further comprises the step of further comprising: contacting the oil of the oil layer with one or more substances capable of chemically converting the oil into an extractant selected from the group consisting of fatty acids, fatty alcohols, fatty -8- WO 2011/159991 PCT/US2011/040842 amides, fatty esters, triglycerides, and mixtures thereof, whereby at least a portion of the oil is converted to the extractant. [0023] In one embodiment, the extractant is selected from fatty acid, fatty alcohol, fatty amide, fatty ester, triglycerides, and mixtures thereof. In another embodiment, the extractant is selected from hydroxylated triglycerides, alkoxylated triglycerides (e.g., methoxylated, ethoxylated), hydroxylated, fatty acids, alkoxylated fatty acids hydroxylated fatty alcohols, and alkoxylated fatty alcohols. In one embodiment, the extractant is selected from saturated fatty acids, unsaturated fatty acids, saturated fatty alcohols, unsaturated fatty alcohols, saturated fatty amides, unsaturated fatty amides, saturated fatty esters, unsaturated fatty esters, and mixtures thereof. In one embodiment, the extractant may be a liquid or solid. In a further embodiment, the extractant may be in the form of beads. In one embodiment, the product alcohol is C1 to C8 alkyl alcohols. In another embodiment, the extractant has a partition coefficient for the product alcohol that is greater than the partition coefficient of the oil of the oil layer for the product alcohol. In one embodiment, the product alcohol is C1 to C8 alkyl alcohols. In another embodiment, the oil comprises one or more oils selected from tallow oil, corn oil, canola oil, capric/caprylic triglycerides, castor oil, coconut oil, cottonseed oil, fish oil, jojoba oil, lard, linseed oil, neetsfoot oil, oiticica oil, palm oil, peanut oil, rapeseed oil, rice oil, safflower oil, soya oil, sunflower oil, tung oil, jatropha oil, wheat oil, rye oil, barley oil, and vegetable oil blends. [0024] In some embodiments, a method of removing oil derived from biomass from a fermentation process includes: contacting a biomass feedstream including an amount of oil with one or more substances capable of chemically converting the oil into an extractant selected from the group consisting of fatty acids, fatty alcohols, fatty amides, fatty acid methyl esters, fatty acid glycol esters, triglycerides and mixtures thereof, whereby at least a portion of the oil is converted to the extractant. The triglycerides may be hydroxylated or alkoxylated (e.g., methoxylated, ethoxylated). The extractant has a partition coefficient for a fermentative alcohol greater than the partition coefficient of the oil for the fermentative alcohol. In some embodiments the biomass feedstream is milled -9- WO 2011/159991 PCT/US2011/040842 corn and the oil is corn oil. In some embodiments, the method also includes contacting the biomass feedstream having the extractant with a fermentation broth, the fermentation broth including the fermentative alcohol, wherein the fermentative alcohol partitions into the extractant. [0025] The present invention is directed to a method for producing an extractant comprising providing a biomass comprising oil; and converting at least a portion of the oil into an extractant selected from the group consisting of fatty acids, fatty alcohols, fatty amides, fatty esters, triglycerides, and mixtures thereof. In one embodiment, the step of converting the oil into an extractant comprises one or more of the steps of incubating the oil in the presence of tetrahydrofuran and lithium aluminum hydride; incubating the oil with sodium hydroxide; incubating the oil with sulfuric acid and methanol; incubating the oil with anhydrous ammonia in the presence of ammonium acetate; incubating the oil with ammonia in water; contacting the oil with toluene, cation exchange resin, glacial acetic acid, lipase, and hydrogen peroxide; incubating the oil under high temperature conditions, or incubating the oil under high pressure conditions. [0026] In some embodiments, an in situ method of producing an extractant for in situ removal of a product alcohol includes: (a) providing biomass including fermentable sugars and oil, the oil including triglycerides; (b) separating the oil of (a) from the biomass; and (c) contacting the separated oil with one or more reactants or solvents capable of chemically reacting the triglycerides to obtain a reaction product selected from the group consisting of fatty acids, fatty alcohols, fatty amides, a mixture of fatty amides and fatty acids, fatty acid methyl esters, fatty acid glycol esters, triglycerides, and mixtures thereof, whereby the triglycerides in the oil are converted into the reaction product. The triglycerides may be hydroxylated or alkoxylated (e.g., methoxylated, ethoxylated). The reaction product forms a fermentation product extractant having a partition coefficient for the product alcohol greater than a partition coefficient of the oil of the biomass for the product alcohol. [0027] In some embodiments, a method for producing butanol includes: (a) providing biomass including oligosaccharides and oil, the oil including glycerides; (b) contacting the biomass with a saccharification enzyme capable of converting - 10 - WO 2011/159991 PCT/US2011/040842 oligosaccharides into monosaccharides; (c) separating the oil from the biomass of (a) or (b); (d) contacting the separated oil with a composition including one or more reactants or solvents whereby the glycerides in the oil form an extractant; (e) contacting the biomass with a recombinant microorganism capable of converting the monosaccharides to butanol whereby a fermentation product comprising butanol is produced; and (f) contacting the fermentation product with the extractant of (d) whereby the butanol is separated from the fermentation product. The extractant has a partition coefficient for the butanol greater than the partition coefficient of the oil of the biomass for the butanol. In some embodiments, the extractant of step (d) is selected from the group consisting of fatty acids, fatty alcohols, fatty amides, a mixture of fatty amides and fatty acids, fatty acid methyl esters, fatty acid glycol esters, triglycerides, and mixtures thereof. The triglycerides may be hydroxylated or alkoxylated (e.g., methoxylated, ethoxylated). [0028] In some embodiments, a method includes, at a step during a process to produce a product alcohol from a feedstock, converting at least of portion of a plant-derived oil to an extractant having a extractant partition coefficient for the product alcohol greater than a partition coefficient of the plant-derived oil for the product alcohol. In some embodiments, the plant-derived oil is derived from the feedstock. [0029] In some embodiments, the product alcohol is isobutanol and the extractant partition coefficient is at least about 0.28. In some embodiments, the extractant partition coefficient for isobutanol is at least about 1. In some embodiments, the extractant partition coefficient for isobutanol is at least about 2. [0030] In some embodiments, the process to produce a product alcohol from a feedstock includes (a) producing a feedstock slurry; (b) separating the feedstock slurry of (a) to produce a product including (i) an aqueous layer, (ii) a oil layer, and (iii) a solids layer; and (c) feeding the aqueous layer of (b) to a fermentation vessel. In some embodiments, the step of separating the feedstock slurry occurs by centrifugation. In some embodiments, the oil layer is plant-derived oil layer. In some embodiments, the process further includes obtaining at least a portion of plant-derived oil from the plant-derived oil layer. - 11 - WO 2011/159991 PCT/US2011/040842 [00311 In some embodiments, the process further includes adding the extractant to the fermentation vessel to form a two-phase mixture including an aqueous phase and a product alcohol-containing organic phase, whereby the product alcohol partitions into the product alcohol-containing organic phase. [0032] In some embodiments, the process further includes fermenting sugar of the aqueous phase to produce the product alcohol, whereby the product alcohol partitions into the product alcohol-containing organic phase. [0033] In some embodiments, a method of removing oil derived from biomass from a fermentation process includes (a) providing a fermentation broth including a product alcohol and oil derived from biomass, the oil including glycerides; (b) contacting the fermentation broth with an extractant to form a two-phase mixture comprising an aqueous phase and an organic phase, the product alcohol and the oil partitioning into the organic phase such that the organic phase comprises the product alcohol and the oil; (c) separating the organic phase from the aqueous phase; (d) separating the product alcohol from the organic phase; and (e) contacting the organic phase with a composition comprising one or more reactants or solvents whereby the glycerides in the oil form additional extractant; and (f) repeat step (b) by contacting the fermentation broth with the additional extractant of step (e). [0034] In some embodiments, the additional extractant is selected from the group consisting of fatty acid, fatty alcohol, fatty amide, fatty acid methyl ester, fatty acid glycol ester, triglyceride, and mixtures thereof. The triglycerides may be hydroxylated or alkoxylated (e.g., methoxylated, ethoxylated). [0035] In some embodiments, the product alcohol is butanol. [0036] In some embodiments, an in situ fermentation extractant-forming composition includes (a) oil derived from biomass; (b) one or more substances capable of chemically converting the oil into one or more products selected from the group consisting of fatty acids, fatty alcohols, fatty amides, fatty acid methyl esters, fatty acid glycol esters, and triglycerides; and (c) the one or more products, wherein the one or more products are in an amount from about 50 wt% to about 99 wt% of the composition. The triglycerides may be hydroxylated or alkoxylated (e.g., methoxylated, ethoxylated). - 12 - WO 2011/159991 PCT/US2011/040842 [0037] In some embodiments, a composition includes a recombinant microorganism capable of producing butanol, butanol, and at least one solvent selected from the group consisting of fatty acid, fatty alcohol, fatty amide, fatty acid methyl ester, fatty acid glycol ester, triglyceride, and mixtures thereof. The triglycerides may be hydroxylated or alkoxylated (e.g., methoxylated, ethoxylated). [0038] In some embodiments, a composition includes a recombinant microorganism capable of producing butanol, butanol, and fatty alcohols. [0039] In some embodiments, a composition includes a recombinant microorganism capable of producing butanol, butanol, and a mixture of fatty amides, wherein the mixture of fatty amides comprises linoleamide, oleamide, palmitamide, and stearamide. [0040] In some embodiments, a composition includes a composition comprising a recombinant microorganism capable of producing butanol, butanol, and corn oil, wherein the corn oil is from about 28% to about 67% hydroxylated. BRIEF DESCRIPTION OF THE DRAWINGS/FIGURES [0041] The accompanying drawings, which are incorporated herein and form a part of the specification, illustrate the present invention and, together with the description, further serve to explain the principles of the invention and to enable a person skilled in the pertinent art to make and use the invention. [0042] FIG. 1 schematically illustrates an exemplary method and system of the present invention, in which lipids are removed from a liquefied biomass before fermentation, and in which the removed lipids are converted into an extractant and supplied to a fermentation vessel. [0043] FIG. 2 schematically illustrates an exemplary method and system of the present invention, in which lipids are removed from a liquefied and saccharified biomass before fermentation, and in which the removed lipids are converted into an extractant and supplied to a fermentation vessel. [0044] FIG. 3 schematically illustrates an exemplary method and system of the present invention, in which lipids are removed from a biomass and converted into an extractant that is supplied to a fermentation vessel. - 13 - WO 2011/159991 PCT/US2011/040842 [0045] FIG. 4 schematically illustrates an exemplary method and system of the present invention, in which lipids in a biomass feedstream are converted into an extractant and supplied to a fermentation vessel. [0046] FIG. 5 schematically illustrates an exemplary method and system of the present invention, in which lipids present in a first extractant exiting a fermentation vessel are separated from the first extractant and converted into a second extractant that is supplied to a fermentation vessel. DETAILED DESCRIPTION OF THE INVENTION [0047] Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. In case of conflict, the present application including the definitions will control. Also, unless otherwise required by context, singular terms shall include pluralities and plural terms shall include the singular. All publications, patents and other references mentioned herein are incorporated by reference in their entireties for all purposes. [0048] In order to further define this invention, the following terms and definitions are herein provided. [0049] As used herein, the terms "comprises," "comprising," "includes," "including," "has," "having," "contains," or "containing," or any other variation thereof, will be understood to imply the inclusion of a stated integer or group of integers but not the exclusion of any other integer or group of integers. For example, a composition, a mixture, a process, a method, an article, or an apparatus that comprises a list of elements is not necessarily limited to only those elements but can include other elements not expressly listed or inherent to such composition, mixture, process, method, article, or apparatus. Further, unless expressly stated to the contrary, "or" refers to an inclusive or and not to an exclusive or. For example, a condition A or B is satisfied by any one of the following: A is true (or present) and B is false (or not present), A is false (or not present) and B is true (or present), and both A and B are true (or present). [0050] Also, the indefinite articles "a" and "an" preceding an element or component of the invention are intended to be nonrestrictive regarding the -14- WO 2011/159991 PCT/US2011/040842 number of instances, i.e., occurrences of the element or component. Therefore, "a" or "an" should be read to include one or at least one, and the singular word form of the element or component also includes the plural unless the number is obviously meant to be singular. [0051] The term "invention" or "present invention" as used herein is a non-limiting term and is not intended to refer to any single embodiment of the particular invention but encompasses all possible embodiments as described in the application. [0052] As used herein, the term "about" modifying the quantity of an ingredient or reactant of the invention employed refers to variation in the numerical quantity that can occur, for example, through typical measuring and liquid handling procedures used for making concentrates or solutions in the real world; through inadvertent error in these procedures; through differences in the manufacture, source, or purity of the ingredients employed to make the compositions or to carry out the methods; and the like. The term "about" also encompasses amounts that differ due to different equilibrium conditions for a composition resulting from a particular initial mixture. Whether or not modified by the term "about," the claims include equivalents to the quantities. In one embodiment, the term "about" means within 10% of the reported numerical value, alternatively within 5% of the reported numerical value. [0053] "Biomass" as used herein refers to a natural product containing hydrolysable polysaccharides that provide fermentable sugars including any sugars and starch derived from natural resources such as corn, cane, wheat, cellulosic or lignocellulosic material and materials comprising cellulose, hemicellulose, lignin, starch, oligosaccharides, disaccharides and/or monosaccharides, and mixtures thereof. Biomass may also comprise additional components such as protein and/or lipids. Biomass may be derived from a single source or biomass can comprise a mixture derived from more than one source. For example, biomass may comprise a mixture of corn cobs and corn stover, or a mixture of grass and leaves. Biomass includes, but is not limited to, bioenergy crops, agricultural residues, municipal solid waste, industrial solid waste, sludge from paper manufacture, yard waste, wood and forestry waste. Examples of -15 - WO 2011/159991 PCT/US2011/040842 biomass include, but are not limited to, corn grain, corn cobs, crop residues such as corn husks, corn stover, grasses, wheat, rye, wheat straw, barley, barley straw, hay, rice straw, switchgrass, waste paper, sugar cane bagasse, sorghum, sugar cane, soy, components obtained from milling of grains, trees, branches, roots, leaves, wood chips, sawdust, shrubs and bushes, vegetables, fruits, flowers, animal manure, and mixtures thereof. For example, mash, juice, molasses, or hydrolysate may be formed from biomass by any processing known in the art for processing the biomass for purposes of fermentation such as by milling, treating, and/or liquefying and comprises fermentable sugar and may comprise water. For example, cellulosic and/or lignocellulosic biomass may be processed to obtain a hydrolysate containing fermentable sugars by any method known to one skilled in the art. A low ammonia pretreatment is disclosed in U.S. Patent Application Publication No. 2007/0031918A1, which is herein incorporated by reference. Enzymatic saccharification of cellulosic and/or lignocellulosic biomass typically makes use of an enzyme consortium for breaking down cellulose and hemicellulose to produce a hydrolysate containing sugars including glucose, xylose, and arabinose. (Saccharification enzymes suitable for cellulosic and/or lignocellulosic biomass are reviewed in Lynd, et al. (Microbiol. Mol. Biol. Rev. 66:506-577, 2002). [0054] Mash, juice, molasses, or hydrolysate may include feedstock 12 and feedstock slurry 16 as described herein. An aqueous feedstream may be derived or formed from biomass by any processing known in the art for processing the biomass for purposes of fermentation such as by milling, treating, and/or liquefying and comprises fermentable carbon substrate (e.g., sugar) and may comprise water. An aqueous feedstream may include feedstock 12 and feedstock slurry 16 as described herein. [0055] "Feedstock" as used herein means a feed in a fermentation process, the feed containing a fermentable carbon source with or without undissolved solids, and where applicable, the feed containing the fermentable carbon source before or after the fermentable carbon source has been liberated from starch or obtained from the break down of complex sugars by further processing such as by liquefaction, saccharification, or other process. Feedstock includes or is derived - 16 - WO 2011/159991 PCT/US2011/040842 from a biomass. Suitable feedstock include, but are not limited to, rye, wheat, corn, cane, barley, cellulosic material, lignocellulosic material, or mixtures thereof. Where reference is made to "corn oil," it will be appreciated that the term encompasses the oil produced from a given feedstock in other embodiments of the present invention. [0056] "Fermentation broth" as used herein means the mixture of water, sugars, dissolved solids, optionally microorganisms producing alcohol, product alcohol, and all other constituents of the material held in the fermentation vessel in which product alcohol is being made by the reaction of sugars to alcohol, water, and carbon dioxide (C02) by the microorganisms present. From time to time, as used herein the term "fermentation medium" and "fermented mixture" can be used synonymously with "fermentation broth." [0057] "Fermentable carbon source" or "fermentable carbon substrate" as used herein means a carbon source capable of being metabolized by the microorganisms disclosed herein for the production of fermentative alcohol. Suitable fermentable carbon sources include, but are not limited to, monosaccharides such as glucose or fructose; disaccharides such as lactose or sucrose; oligosaccharides; polysaccharides such as starch or cellulose; one carbon substrates; and mixtures thereof. [0058] "Fermentable sugar" as used herein refers to sugar capable of being metabolized by the microorganisms disclosed herein for the production of fermentative alcohol. [0059] "Fermentation vessel" as used herein means the vessel in which the fermentation reaction by which product alcohol such as butanol is made from sugars is carried out. [0060] "Liquefaction vessel" as used herein means the vessel in which liquefaction is carried out. Liquefaction is the process in which oligosaccharides are liberated from the feedstock. In some embodiments where the feedstock is corn, oligosaccharides are liberated from the corn starch content during liquefaction. [0061] "Saccharification vessel" as used herein means the vessel in which saccharification (i.e., the break down of oligosaccharides into monosaccharides) - 17 - WO 2011/159991 PCT/US2011/040842 is carried out. Where fermentation and saccharification occur simultaneously, the saccharification vessel and the fermentation vessels may be one in the same vessel. [0062] "Sugar" as used herein refers to oligosaccharides, disaccharides, and/or monosaccharides. [0063] As used herein, "saccharification enzyme" means one or more enzymes that are capable of hydrolyzing polysaccharides and/or oligosaccharides, for example, alpha-1,4-glucosidic bonds of glycogen, or starch. Saccharification enzymes may include enzymes capable of hydrolyzing cellulosic or lignocellulosic materials as well. [0064] "Undissolved solids" as used herein means non-fermentable portions of feedstock, for example, germ, fiber, and gluten. [0065] "Product alcohol" as used herein refers to any alcohol that can be produced by a microorganism in a fermentation process that utilizes biomass as a source of fermentable carbon substrate. Product alcohols include, but are not limited to, C1 to C8 alkyl alcohols. In some embodiments, the product alcohols are C2 to C8 alkyl alcohols. In other embodiments, the product alcohols are C2 to C5 alkyl alcohols. It will be appreciated that C1 to C8 alkyl alcohols include, but are not limited to, methanol, ethanol, propanol, butanol, and pentanol. Likewise C2 to C8 alkyl alcohols include, but are not limited to, ethanol, propanol, butanol, and pentanol. "Alcohol" is also used herein with reference to a product alcohol. [0066] "Butanol" as used herein refers with specificity to the butanol isomers 1 butanol (1-BuOH), 2-butanol (2-BuOH), and/or isobutanol (iBuOH or I-BUOH, also known as 2-methyl-1 -propanol), either individually or as mixtures thereof. [0067] "Propanol" as used herein refers to the propanol isomers isopropanol or 1 propanol. [0068] "Pentanol" as used herein refers to the pentanol isomers 1-pentanol, 3 methyl-1-butanol, 2-methyl-1-butanol, 2,2-dimethyl-1-propanol, 3-pentanol, 2 pentanol, 3-methyl-2-butanol, or 2-methyl-2-butanol. [0069] The term "alcohol equivalent" as used herein refers to the weight of alcohol that would be obtained by a perfect hydrolysis and recovery of an amount of alcohol ester. - 18 - WO 2011/159991 PCT/US2011/040842 [0070] The term "aqueous phase titer" as used herein refers to the concentration of a particular alcohol (e.g., butanol) in the fermentation broth. [0071] The term "effective titer" as used herein refers to the total amount of a particular alcohol (e.g., butanol) produced by fermentation or alcohol equivalent of the alcohol ester produced by alcohol esterification per liter of fermentation medium. For example, the effective titer of butanol in a unit volume of a fermentation includes: (i) the amount of butanol in the fermentation medium; (ii) the amount of butanol recovered from the organic extractant; (iii) the amount of butanol recovered from the gas phase, if gas stripping is used, and (iv) the alcohol equivalent of the butanol ester in either the organic or aqueous phase. [0072] "In Situ Product Removal (ISPR)" as used herein means the selective removal of a specific fermentation product from a biological process such as fermentation to control the product concentration in the biological process as the product is produced. [0073] "Extractant" or "ISPR extractant" as used herein means an organic solvent used to extract any product alcohol such as butanol isomer. The extractant may be a solid or liquid at fermentation temperature. From time to time, as used herein the term "solvent" may be used synonymously with "extractant." [0074] "Fatty acid extractants" as used herein means extractants derived from native oil by chemically reacting the glycerides in the native oil with one or more solvents or reactants to obtain one or more reaction products selected from the group consisting of fatty acids, fatty alcohols, fatty amides, fatty acid methyl esters, fatty acid glycol esters, triglycerides, and mixtures thereof. The triglycerides may be hydroxylated or alkoxylated (e.g., methoxylated, ethoxylated). [0075] "Native oil" as used herein refers to lipids obtained from plants (e.g., biomass) or animals. "Plant-derived oil" as used herein refers to lipids obtain from plants, in particular. From time to time, "lipids" may be used synonymously with "oil" and "glycerides." Native oils include, but are not limited to, tallow, corn, canola, capric/caprylic triglycerides, castor, coconut, cottonseed, fish, jojoba, lard, linseed, neetsfoot, oiticica, palm, peanut, rapeseed, rice, safflower, soya, sunflower, tung, jatropha, and vegetable oil blends. - 19 - WO 2011/159991 PCT/US2011/040842 [00761 The term "fatty acid" as used herein refers to a carboxylic acid (e.g., aliphatic monocarboxylic acid) having C4 to C28 carbon atoms (most commonly C12 to C24 carbon atoms), which is either saturated or unsaturated. Fatty acids may also be branched or unbranched. Fatty acids may be derived from, or contained in esterified form, in an animal or vegetable fat, oil, or wax. Fatty acids may occur naturally in the form of glycerides in fats and fatty oils or may be obtained by hydrolysis of fats or by synthesis. The term fatty acid may describe a single chemical species or a mixture of fatty acids. In addition, the term fatty acid also encompasses free fatty acids. [0077] The term "fatty alcohol" as used herein refers to an alcohol having a long, aliphatic chain of C4 to C22 carbon atoms, which is either saturated or unsaturated. [0078] The term "fatty aldehyde" as used herein refers to an aldehyde having a long, aliphatic chain of C4 to C22 carbon atoms, which is either saturated or unsaturated. [0079] The term "fatty amide" as used herein refers to an amide having a long, aliphatic chain of C4 to C22 carbon atoms, which is either saturated or unsaturated [0080] The term "fatty ester" as used herein refers to an ester having a long aliphatic chain of C4 to C22 carbon atoms, which is either saturated or unsaturated. [0081] The term "water-immiscible" refers to a chemical component such as an extractant or solvent, which is incapable of mixing with an aqueous solution such as a fermentation broth, in such a manner as to form one liquid phase. [0082] The term "aqueous phase" as used herein refers to the aqueous phase of a biphasic mixture obtained by contacting a fermentation broth with a water immiscible organic extractant. In an embodiment of a process described herein that includes fermentative extraction, the term "fermentation broth" then specifically refers to the aqueous phase in biphasic fermentative extraction. [0083] The term "organic phase" as used herein refers to the non-aqueous phase of a biphasic mixture obtained by contacting a fermentation broth with a water immiscible organic extractant. - 20 - WO 2011/159991 PCT/US2011/040842 [0084] The term "separation" as used herein is synonymous with "recovery" and refers to removing a chemical compound from an initial mixture to obtain the compound in greater purity or at a higher concentration than the purity or concentration of the compound in the initial mixture. [0085] As used herein, "recombinant microorganism" refers to microorganisms such as bacteria or yeast, that are modified by use of recombinant DNA techniques, for example, by engineering a host cell to comprise a biosynthetic pathway such as a biosynthetic pathway to produce an alcohol such as butanol. [0086] The present invention provides extractants obtained by chemical conversion of oil derived from biomass and methods of producing the extractants. In particular, the glycerides in the oil can be chemically converted into one or more products including fatty acids, fatty alcohols, fatty amides, fatty acid methyl esters, fatty acid glycol esters, and triglycerides, and mixtures thereof, collectively referred to herein as fatty acid extractants. The triglycerides may be hydroxylated or alkoxylated (e.g., methoxylated, ethoxylated). Fatty acid extractants can serve as extractants for in situ removal of a product alcohol such as butanol from a fermentation broth. Thus, the present invention also provides methods for producing a product alcohol such as butanol through extractive fermentation using the extractants that were produced from the biomass oil. The present invention also provides methods for removing oil from an alcohol fermentation process by separating the oil derived from a feedstock. The feedstock can be liquefied to create a slurry prior to oil removal. Thus, the slurry includes a fermentable carbon source, oil, and undissolved solids. The oil, and in some embodiments, the undissolved solids, can be removed from the slurry prior to the slurry being fed to the fermentation vessel. Removal of the oil and in some embodiments, the undissolved solids, can reduce the loss, degradation of the partition coefficient of the extractant over time that is attributable to the presence of the oil (and in some embodiments the solids) in the fermentation vessel. Moreover, the separated oil can be chemically converted into a fatty acid extractant which can be fed to the fermentation vessel. The fatty acid extractant can have a partition coefficient for a fermentative alcohol greater than a partition coefficient of the oil for the fermentative alcohol. Further, the fatty acid extractant - 21 - WO 2011/159991 PCT/US2011/040842 can be used in place of or in addition to a commercial exogenous extractant such as oleyl alcohol that was not chemically converted from the feedstock according to the methods of the present invention. Thus, the methods of the present invention can reduce the raw material expense associated with the exogenous extractant by producing an extractant at a step in a fermentation process via chemical conversion of oil derived from a feedstock. [0087] The present invention will be described with reference to the Figures. FIG. 1 illustrates an exemplary process flow diagram for production of fermentative alcohol according to an embodiment of the present invention. As shown, a feedstock 12 can be introduced to an inlet in a liquefaction vessel 10 and liquefied to produce a feedstock slurry 16. Feedstock 12 contains hydrolysable starch that supplies a fermentable carbon source (e.g., fermentable sugar such as glucose), and can be a biomass such as, but not limited to rye, wheat, corn, cane, barley, cellulosic material, lignocellulosic material, or mixtures thereof, or can otherwise be derived from a biomass. In some embodiments, feedstock 12 can be one or more components of a fractionated biomass and in other embodiments, feedstock 12 can be a milled, unfractionated biomass. In some embodiments, feedstock 12 can be corn such as dry milled, unfractionated corn kernels, and the undissolved particles can include germ, fiber, and gluten. The undissolved solids are non-fermentable portions of feedstock 12. For purposes of the discussion herein with reference to the embodiments shown in the Figures, feedstock 12 will often be described as constituting milled, unfractionated corn, in which the undissolved solids have not been separated therefrom. However, it should be understood that the exemplary methods and systems described herein can be modified for different feedstocks whether fractionated or not, as apparent to one of skill in the art. In some embodiments, feedstock 12 can be high-oleic corn, such that corn oil derived therefrom is a high-oleic corn oil having an oleic acid content of at least about 55 wt% oleic acid. In some embodiments, the oleic acid content in high-oleic corn oil can be up to about 65 wt%, as compared with the oleic acid content in normal corn oil which is about 24 wt%. High-oleic oil can provide some advantages for use in the methods of the present invention, as hydrolysis of the oil can provide a fatty acid - 22 - WO 2011/159991 PCT/US2011/040842 extractant having a high oleic acid content for contacting with a fermentation broth. In some embodiments, the fatty acids or mixtures thereof comprise unsaturated fatty acids. The presence of unsaturated fatty acids decreases the melting point, providing advantages for handling. Of the unsaturated fatty acids, those which are monounsaturated, that is, possessing a single carbon-carbon double bond may provide advantages with respect to melting point without sacrificing suitable thermal and oxidative stability for process considerations. [0088] The process of liquefying feedstock 12 involves hydrolysis of starch in feedstock 12 into sugars including, for example, dextrins and oligosaccharides, and is a conventional process. Any known liquefying processes, as well as the corresponding liquefaction vessel, normally utilized by the industry can be used including, but not limited to, the acid process, the acid-enzyme process, or the enzyme process. Such processes can be used alone or in combination. In some embodiments, the enzyme process can be utilized and an appropriate enzyme 14, for example, alpha-amylase, is introduced to an inlet in liquefaction vessel 10. Water can also be introduced to liquefaction vessel 10. [0089] Feedstock slurry 16 produced from liquefying feedstock 12 includes sugar, oil, and undissolved solids derived from the feedstock. Feedstock slurry 16 can be discharged from an outlet of liquefaction vessel 10. In some embodiments, feedstock 12 is corn or corn kernels and therefore, feedstock slurry 16 is a corn mash slurry. [0090] Feedstock slurry 16 is introduced into an inlet of a separator 20 which is configured to remove some, or preferably substantially all, of the oil present in the feedstock slurry 16. The removed oil is provided as a stream 26 to a reaction vessel 40, and the remaining feedstock including the sugar and water is discharged as an aqueous stream 22 to a fermentation vessel 30. Aqueous stream 22 can include the undissolved solids of the slurry 16, but since the oil 26 was removed via separator 20, the fermentation broth in fermentation vessel 30 still has a reduced amount of oil. The oil stream 26 discharged from separator 20 has an amount of glycerides, particularly triglycerides, which are contacted with one or more substances 42 in reaction vessel 40. Substances 42 are reactants or solvents capable of chemically converting at least a portion of the glycerides in - 23 - WO 2011/159991 PCT/US2011/040842 oil 26 into a fatty acid extractant 28. In some embodiments, the amount of fatty acid extractant 28 in the oil from chemical conversion of the glycerides via substances 42 can be at least about 17 wt%, at least about 20 wt%, at least about 30 wt%, at least about 40 wt%, at least about 50 wt%, at least about 60 wt%, at least about 65 wt%, at least about 70 wt%, at least about 75 wt%, at least about 80 wt%, at least about 85 wt%, at least about 90 wt%, at least about 95 wt%, or at least about 99 wt%. [0091] Separator 20 can be any suitable separator known in the art for removing oil from an aqueous feedstream, including but not limited to, siphoning, aspiration decantation, centrifugation, using a gravity settler, membrane-assisted phase splitting, and the like. In some embodiments, separator 20 can also remove the undissolved solids in feedstock slurry 16 and discharge the undissolved solids as a solid phase or wet cake 24. For example, in some embodiments, separator 20 can includes a filter press, vacuum filtration, or a centrifuge for separating the undissolved solids from feedstock slurry 16. For example, in some embodiments, separator 20 includes a tricanter centrifuge 20 that agitates or spins feedstock slurry 16 to produces a centrifuge product comprising an aqueous layer containing the sugar and water (i.e., stream 22), a solids layer containing the undissolved solids (i.e., wet cake 24), and an oil layer (i.e., oil stream 26). When slurry 16 is a corn mash slurry, then oil 26 is free corn oil. The term free corn oil as used herein means corn oil that is freed from the corn germ. For a corn mash slurry as feedstock slurry 16, wet cake 24 includes at least about 50% by weight of the undissolved particles present in the feedstock slurry, at least about 55% by weight of the undissolved particles present in the feedstock slurry, at least about 60% by weight of the undissolved particles present in the feedstock slurry, at least about 65% by weight of the undissolved particles present in the feedstock slurry, at least about 70% by weight of the undissolved particles present in the feedstock slurry, at least about 75% by weight of the undissolved particles present in the feedstock slurry, at least about 80% by weight of the undissolved particles present in the feedstock slurry, at least about 85% by weight of the undissolved particles present in the feedstock slurry, at least about 90% by weight of the undissolved particles present in the feedstock slurry, at least about - 24 - WO 2011/159991 PCT/US2011/040842 95% by weight of the undissolved particles present in the feedstock slurry, or about 99% by weight of the undissolved particles present in the feedstock slurry. [0092] When wet cake 24 is removed via centrifuge 20, in some embodiments, a portion of the oil from feedstock 12, such as corn oil when the feedstock is corn, remains in wet cake 24. In such instances, wet cake 24 includes corn oil in an amount of less than about 20% by weight of dry solids content of wet cake 24. Wet cake 24 can be discharged out an outlet located near the bottom of centrifuge 20. Wet cake 24 can also include a portion of the fermentable carbon and water. Wet cake 24 can be washed with additional water in the centrifuge once aqueous solution 22 has been discharged from the centrifuge 20. Washing wet cake 24 will recover the sugar (e.g., oligosaccharides) present in the wet cake and the recovered sugar and water can be recycled to the liquefaction vessel 10. After washing, wet cake 24 can be dried to form Dried Distillers' Grains with Solubles (DDGS) through any suitable known process. The formation of the DDGS from wet cake 24 formed in centrifuge 20 has several benefits. Because the undissolved solids do not go to the fermentation vessel, the DDGS does not have trapped extractant and/or product alcohol such as butanol, it is not subjected to the conditions of the fermentation vessel, and it does not contact the microorganisms present in the fermentation vessel. These benefits make it easier to process and sell DDGS, for example as animal feed. Methods and systems for removing undissolved solids from feedstock 16 via centrifugation are described in detail in co-pending, commonly owned U.S. Provisional Patent Application No. 61/356,290, filed on June 18, 2010, which is incorporated herein in its entirety by reference thereto. [0093] In some embodiments, oil 26 is not discharged separately from wet cake 24, but rather oil 26 is included as part of wet cake 24 and is ultimately present in the DDGS. In such instances, the oil can be separated from the DDGS and converted to a fatty acid extractant for subsequent use in the same or different alcohol fermentation process. In any case, removal of the oil component of the feedstock is advantageous to alcohol production such as butanol production because oil present in the fermentation vessel can dilute the ISPR extractant and can reduce the partition coefficient of the fermentative alcohol into the organic - 25 - WO 2011/159991 PCT/US2011/040842 phase. Also, the oil can break down into fatty acids and glycerin, which can accumulate in the water and reduce the amount of water that is available for recycling throughout the system. Thus, removal of the oil component of the feedstock can also increase the efficiency of the product alcohol production by increasing the amount of water that can be recycled through the system. [0094] Aqueous stream 22 and a microorganism 32 are introduced to a fermentation vessel 30 to be included in a fermentation broth held in fermentation vessel 30. Fermentation vessel 30 is configured to ferment aqueous stream 22 to produce a product alcohol such as butanol. In particular, microorganism 32 metabolizes the fermentable sugar in slurry 16 and excretes a product alcohol. Microorganism 32 is selected from the group of bacteria, cyanobacteria, filamentous fungi, and yeasts. In some embodiments, microorganism 32 can be a bacteria, such as E. coli. In some embodiments, microorganism 32 can be a fermentative recombinant microorganism. Aqueous solution 22 can include the sugar, for example, in the form of oligosaccharides, and water, and can comprise less than about 20 g/L of monomeric glucose, more preferably less than about 10 g/L or less than about 5 g/L of monomeric glucose. Suitable methodology to determine the amount of monomeric glucose is well known in the art. Such suitable methods known in the art include HPLC. [0095] In some embodiments, aqueous stream 22 is subjected to a saccharification process in order to break the complex sugars (e.g., oligosaccharides) in stream 22 into monosaccharides that can be readily metabolized by microorganism 32. Any known saccharification process, normally utilized by the industry can be used including, but not limited to, the acid process, the acid-enzyme process, or the enzyme process. In some embodiments, simultaneous saccharification and fermentation (SSF) can occur inside fermentation vessel 30. In some embodiments, an enzyme 38 such as glucoamylase, can be introduced to an inlet in fermentation vessel 30 in order to breakdown the starch to glucose which can be metabolized by microorganism 32. [0096] In situ product removal (ISPR) can be utilized to remove the product alcohol from fermentation vessel 30 as the product alcohol is produced by microorganism 32. For extractive fermentation, such ISPR includes liquid-liquid - 26 - WO 2011/159991 PCT/US2011/040842 extraction. Liquid-liquid extraction can be performed according to the processes described in U.S. Patent Application Publication No. 2009/0305370, the disclosure of which is hereby incorporated in its entirety. U.S. Patent Application Publication No. 2009/030537 describes methods for producing and recovering butanol from a fermentation broth using extractive fermentation, the methods comprising the step of contacting the fermentation broth with a water immiscible extractant. Typically, the extractant can be an organic extractant selected from the group consisting of fatty acids, fatty alcohols, fatty amides, a mixture of fatty amides and fatty acids, esters of fatty acids, fatty aldehydes, fatty acid methyl esters, fatty acid glycol esters, triglycerides and mixtures thereof, to form a two phase mixture comprising an aqueous phase and an organic phase. With reference to the embodiment of FIG. 1, fermentation vessel 30 has one or more inlets for receiving one or more water immiscible ISPR extractants, including fatty acid extractant 28 from vessel 40. Fatty acid extractant 28 contacts the fermentation broth and forms a two-phase mixture comprising an aqueous phase and an organic phase. The product alcohol present in the fermentation broth partitions into the organic phase. The biphasic mixture can be removed from fermentation vessel 30 as stream 39 and introduced into a vessel 35, in which separation of the aqueous and organic phases is performed to produce an alcohol-containing organic phase 36 and an aqueous phase 34. The alcohol containing organic phase 36 is separated from the aqueous phase 34 of the biphasic mixture 39 using methods known in the art, including but not limited to, siphoning, decantation, centrifugation, using a gravity settler, membrane-assisted phase splitting, and the like. All or part of the aqueous phase 34 can be recycled into fermentation vessel 30 as fermentation medium (as shown), or otherwise discarded and replaced with fresh medium, or treated for the removal of any remaining product alcohol and then recycled to fermentation vessel 30. The alcohol-containing organic phase 36 is treated to recover the product alcohol, and the resulting alcohol-lean extractant can then be recycled back (not shown) into fermentation vessel 30, usually in combination with fresh make-up extractant 28, for further extraction of the product alcohol. Alternatively, fresh extractant 28 can - 27 - WO 2011/159991 PCT/US2011/040842 be continuously added to the fermentation vessel to replace the extractant removed in biphasic mixture stream 39. [0097] In some embodiments, one or more additional ISPR extractants can be introduced into fermentation vessel 30, such as extractant 29 illustrated in the embodiments of FIGs. 3-5, to form a two-phase mixture comprising an aqueous phase and an organic phase, with the product alcohol partitioning into the organic phase. Such one or more additional extractants 29 can be another fatty acid extractant and/or an exogenous organic extractant such as oleyl alcohol, behenyl alcohol, cetyl alcohol, lauryl alcohol, myristyl alcohol, stearyl alcohol, 1 undecanol, oleic acid, lauric acid, myristic acid, stearic acid, methyl myristate, methyl oleate, undecanal, lauric aldehyde, 20-methylundecanal, and mixtures thereof. In some embodiments, ISPR extractant 29 can be a carboxylic acid, and in some embodiments, ISPR extractant 29 can be a free fatty acid. In some embodiments, the carboxylic acid or free fatty acid can have a chain of 4 to 28 carbons, 4 to 22 carbons in other embodiments, 8 to 22 carbons in other embodiments, 10 to 28 carbons in other embodiments, 7 to 22 carbons in other embodiments, 12 to 22 carbons in other embodiments, 4 to 18 carbons in other embodiments, 12 to 22 carbons in other embodiments, and 12 to 18 carbons in still other embodiments. [0098] In some embodiments, ISPR extractant 29 is one or more of the following fatty acids: azaleic, capric, caprylic, castor, coconut (i.e., as a naturally-occurring combination of fatty acids including lauric, myrisitic, palmitic, caprylic, capric, stearic, caproic, arachidic, oleic, and linoleic, for example), dimer, isostearic, lauric, linseed, myristic, oleic, palm oil, palmitic, palm kernel, pelargonic, ricinoleic, sebacic, soya, stearic acid, tall oil, tallow, and #12 hydroxy stearic. In some embodiments, ISPR extractant 29 is one or more of diacids, for example, azelaic acid and sebacic acid. Thus, in some embodiments, ISPR extractant 29 can be a mixture of two or more different fatty acids. In some embodiments, ISPR extractant 29 can be free fatty acids produced from enzymatic hydrolysis of native oil such as biomass lipids as described, for example, in co-pending, commonly owned U.S. Provisional Patent Application No. 61/368,444, filed on July 28, 2010. In such embodiments, the biomass lipids for producing extractant -28- WO 2011/159991 PCT/US2011/040842 29 can be from a same or different biomass source from which feedstock 12 is obtained. For example, in some embodiments, the biomass lipids for producing extractant 29 can be derived from soya, whereas the biomass source of feedstock 12 is corn. Any possible combination of different biomass sources for extractant 29 versus feedstock 12 can be used, as should be apparent to one of skill in the art. [0099] In the embodiment of FIG. 1, the product alcohol is extracted from the fermentation broth in situ, with the separation of the biphasic mixture 39 occurring in a separate vessel 35. In situ extractive fermentation can be carried out in a batch mode or a continuous mode in fermentation vessel 30. For in situ extractive fermentation, the organic extractant can contact the fermentation medium at the start of the fermentation forming a biphasic fermentation medium. Alternatively, the organic extractant can contact the fermentation medium after the microorganism has achieved a desired amount of growth, which can be determined by measuring the optical density of the culture. Further, the organic extractant can contact the fermentation medium at a time at which the product alcohol level in the fermentation medium reaches a preselected level. In the case of butanol production, for example, the ISPR extractant can contact the fermentation medium at a time before the butanol concentration reaches a toxic level. After contacting the fermentation medium with the ISPR extractant, the butanol product partitions into the extractant, decreasing the concentration of butanol in the aqueous phase containing the microorganism, thereby limiting the exposure of the production microorganism to the inhibitory butanol product. [00100] The volume of the ISPR extractant to be used depends on a number of factors including the volume of the fermentation medium, the size of the fermentation vessel, the partition coefficient of the extractant for the butanol product, and the fermentation mode chosen, as described below. The volume of the extractant can be about 3% to about 60% of the fermentation vessel working volume. Depending on the efficiency of the extraction, the aqueous phase titer of butanol in the fermentation medium can be, for example, from about 5 g/L to about 85 g/L, from about 10 g/L to about 40 g/L, from about 10 g/L to about 20 g/L, from about 15 g/L to about 50 g/L, or from about 20 g/L to about 60 g/L. - 29 - WO 2011/159991 PCT/US2011/040842 Without being held to theory, it is believed that higher butanol titer may obtained with the extractive fermentation method, in part, from the removal of the toxic butanol product from the fermentation medium, thereby keeping the level below that which is toxic to the microorganism. [00101] In a batchwise mode of in situ extractive fermentation, a volume of organic extractant is added to the fermentation vessel and the extractant is not removed during the process. This mode requires a larger volume of organic extractant to minimize the concentration of the inhibitory butanol product in the fermentation medium. Consequently, the volume of the fermentation medium is less and the amount of product produced is less than that obtained using the continuous mode. For example, the volume of the extractant in the batchwise mode can be 20% to about 60% of the fermentation vessel working volume in one embodiment, and about 30% to about 60% in another embodiment. [00102] Gas stripping (not shown) can be used concurrently with the organic extractant to remove the product alcohol from the fermentation medium. [00103] In some embodiments, separation of the biphasic mixture can occur in the fermentation vessel, as shown in the embodiments of later described FIGs. 4 and 5. In particular, in a continuous mode of in situ extractive fermentation, in one embodiment, extractant 28 may be introduced into fermentation vessel 30 to obtain the biphasic mixture therein, with the alcohol-containing organic-phase stream 36 exiting directly from fermentation vessel 30. Aqueous phase stream 34 can also exit directly from fermentation vessel 30, be treated for the removal of any remaining product alcohol and recycled, or discarded and replaced with fresh fermentation medium. The extraction of the alcohol product by the ISPR extractant can be done with or without the removal of microorganism 32 from the fermentation broth. Microorganism 32 can be removed from the fermentation broth by means known in the art including, but not limited to, filtration or centrifugation. For example, aqueous phase stream 34 can include microorganism 32 such as a yeast. Microorganism 32 can be easily separated from the aqueous phase stream, for example, in a centrifuge (not shown). Microorganism 32 can then be recycled to fermentation vessel 30 which over - 30 - WO 2011/159991 PCT/US2011/040842 time can increase the production rate of alcohol production, thereby resulting in an increase in the efficiency of the alcohol production. [00104] In a continuous mode of in situ extractive fermentation, the volume of the extractant can be about 3% to about 50% of the fermentation vessel working volume in one embodiment, about 3% to about 30% in another embodiment, 3% to about 20% in another embodiment; and 3% to about 10% in another embodiment. Because the product is continually removed from the reactor, a smaller volume of extractant is required enabling a larger volume of the fermentation medium to be used. [00105] As an alternative to in situ extractive fermentation, the product alcohol can be extracted from the fermentation broth downstream of fermentation vessel 30. In such an instance, the fermentation broth can be removed from fermentation vessel 30 and introduced into vessel 35. Extractant 28 can then be introduced in vessel 35 and contacted with the fermentation broth to obtain biphasic mixture 39 in vessel 35, which is then separated into the organic 36 and aqueous 34 phases. Alternatively, extractant 28 can be added to the fermentation broth in a separate vessel (not shown) prior to introduction to vessel 35. [00106] Fatty acid extractant 28 has a partition coefficient for the product alcohol greater than the partition coefficient of oil 26 for the product alcohol. For example, where the feedstock 12 is corn, corn oil 26, if present in the fermentation broth, can have a partition coefficient for the product alcohol of less than about 0.28, whereas fatty acid extractant 28 derived from corn oil 26 can have a partition coefficient of about 0.28 and greater. In one embodiment, fatty acid extractant 28 has a partition coefficient for the product alcohol such as butanol of at least about 1, at least about 2 in another embodiment, at least about 2.5 in another embodiment, at least about 2.75 in another embodiment, and at least about 3 in another embodiment. Thus, removal of the oil component of the feedstock increases the efficiency of the product alcohol production in extractive fermentation by not only reducing the threat to degradation of the partition coefficient of the ISPR extractant, but also by serving as a raw material for the production of a fatty acid extractant that can partition the product alcohol from the aqueous phase more so than the oil itself. Moreover, fatty acid extractant 28 -31 - WO 2011/159991 PCT/US2011/040842 derived from oil 26 in feedstock 12 can be used alone or in combination with an exogenous extractant (e.g., externally supplied oleyl alcohol), thereby reducing or eliminating the cost associated with the exogenous extractant. [00107] Moreover, in the instance that fatty acid extractant 28 includes free fatty acids, a rate of glucose consumption by microorganism 32 in fermentation vessel 30 can be higher in the presence of such free fatty acids than in the absence of such free fatty acids. Thus, in some embodiments of the present invention, the fermentation broth can be contacted with a fatty acid extractant having free fatty acids, whereby the free fatty acids can increase glucose uptake by microorganism 32 compared to the glucose uptake when an ISPR extractant without free fatty acids (e.g., oleyl alcohol) is used in extractive fermentation. For example, as illustrated in Table 1 of Example 2 described below, fatty amide/fatty acid mixtures used as fatty acid extractants in extractive fermentation can provide a higher rate of glucose uptake by a Saccharomyces butanologen than when using oleyl alcohol as an extractant. Methods for producing a product alcohol from a fermentation process in which free fatty acids are produced at a step in the process and are contacted with microorganism cultures in a fermentation vessel for improving microorganism growth rate and glucose consumption are described in co-pending, commonly owned U.S. Provisional Patent Application No. 61/368,451, filed on July 28, 2010, which is incorporated herein in its entirety by reference thereto. [00108] In some embodiments, the system and processes of FIG. 1 can be modified such that simultaneous saccharification and fermentation in fermentation vessel 30 is replaced with a separate saccharification vessel 60 between separator 20 and fermentation vessel 30, as should be apparent to one of skill in the art. [00109] In still other embodiments, as shown, for example, in the embodiment of FIG. 2, saccharification can occur in a separate saccharification vessel 60 which is located between separator 20 and liquefaction vessel 10. FIG. 2 is substantially identical to FIG. 1 except for the inclusion of separate saccharification vessel 60 receiving enzyme 38, with oil stream 26 being separated from a liquefied, saccharified feedstock stream 62. Feedstock slurry - 32 - WO 2011/159991 PCT/US2011/040842 16 is introduced into saccharification vessel 60 along with enzyme 38 such as glucoamylase, whereby sugars in the form of oligosaccharides in slurry 16 can be broken down into monosaccharides. A liquefied, saccharified feedstock stream 62 exits saccharification vessel 60 and is introduced into separator 20. Feedstock stream 62 includes monosaccharides, oil, and undissolved solids derived from the feedstock. In separator 20, feedstock stream 62 is separated into oil stream 26 and a substantially aqueous stream 23, which is fed to fermentation vessel 30. In the embodiment shown, aqueous stream 23 includes undissolved solids. Alternatively, the solids can be removed in separator 20 as a wet cake 24, as described with reference to the embodiment of FIG. 1. The oil stream 26 discharged from separator 20 has an amount of glycerides, particularly triglycerides, which are contacted with one or more substances 42 in reaction vessel 40. Substances 42 chemically converts at least a portion of the glycerides from oil 26 into fatty acid extractant 28 which is fed to fermentation vessel 30. The remaining process operations of the embodiment of FIG. 2 are identical to FIG. 1 and therefore, will not be described in detail again. [00110] In some embodiments of the present invention, as shown, for example, in the embodiment of FIG. 3, extractive fermentation can employ a fatty acid extractant 28' that is derived from a biomass source that is the same or different from the biomass source of feedstock 12, but that is not derived from the actual oil contained in feedstock 12. For example, in the instance when feedstock 12 is corn, fatty acid extractant 28' can be derived from corn oil, but the corn oil producing extractant 28' is not the corn oil contained in feedstock 12 and separated to reaction vessel 40 as provided in the embodiment of FIG. 1. As another example, fatty acid extractant 28' can be derived from soybeans (or soya) as the biomass source, whereas the biomass source of feedstock 12 is corn. Any possible combination of different biomass sources for extractant 28' versus feedstock 12 can be used, as should be apparent to one of skill in the art. [00111] In some embodiments, fatty acid extractant 28' is derived from any native oil and therefore, can be derived from either a biomass source or alternatively, an animal source. - 33 - WO 2011/159991 PCT/US2011/040842 [00112] In the embodiment of FIG. 3, liquefied aqueous stream 22 is fed to fermentation vessel 30 along with saccharification enzyme 38 and microorganism 32, whereby a product alcohol is produced by simultaneous saccharification and fermentation (SSF). In some embodiments, saccharification can occur in a separate vessel such as described with reference to the embodiment of FIG. 2, for example. In some embodiments, preferably, liquefied aqueous stream 22 has had at least oil 26 removed via separator 20 (see FIG. 1) and in some embodiments, also has the undissolved solids removed as wet cake 24, prior to introduction to fermentation vessel 30 (see FIG. 1). A native oil, such as a plant derived oil, is introduced into reaction vessel 40 as stream 26' along with substance(s) 42 for chemically converting at least a portion of oil 26' to fatty acid extractant 28'. Oil stream 26' is not oil 26 derived from feedstock slurry 16 upstream (see FIG. 1). Any plant-derived oil or other native oil that can be chemically converted to fatty acid extractant 28' for ISPR can be the source of oil stream 26'. Fatty acid extractant 28' from reaction vessel 40 is then introduced to fermentation vessel 30, whereby the product alcohol partitions into the fatty acid extractant 28' to a greater extent that the product alcohol would partition into oil 26' if present in the fermentation vessel. [00113] Thus, in some embodiments, the product alcohol is extracted using fatty acid extractant 28' obtained from a plant-derived oil 26' that that is not the same oil 26 originally introduced in the process via feedstock 12. Optionally, one or more additional extractants 29 can be introduced into fermentation vessel 30 for preferentially partitioning the product alcohol from the aqueous phase. The one or more additional extractants 29 can be an exogenous extractant such as exogenously supplied oleyl alcohol, that was not produced in the process and/or can be another fatty acid extractant. In some embodiments, such other fatty acid extractant 29 can be produced from an oil that is derived from a biomass source that is the same or different from either of the biomass sources of fermentation vessel feed stream 22 and oil stream 26'. [00114] The remaining process operations of the embodiment of FIG. 3 are identical to FIGs. 1 and 2, except for aqueous phase 34 not shown as being fed back to fermentation vessel 30 and therefore, will not be described in detail -34 - WO 2011/159991 PCT/US2011/040842 again. It should be understood, however, that in any of the embodiments presented herein, that all or part of aqueous phase 34 can be recycled, discarded, and/or further treated to remove product alcohol as described above with reference to FIG. 1. [00115] In some embodiments of the present invention, the oil derived from feedstock 12 is not separated in separator 20, but rather is chemically converted into a fatty acid extractant in situ, for example, in feedstock 12 either prior to or during liquefaction, in slurry 16, or in saccharified stream 62 (see FIG. 2). For example, in the embodiment of FIG. 4, feedstock 12 is fed to liquefaction vessel 10 along with appropriate enzyme 14, for example, alpha-amylase, for hydrolyzing the starch in feedstock 12 to produce a liquefied feedstock. Also introduced into liquefaction vessel 10, either before, during, or after liquefaction of feedstock 12, are one or more substances 42 for chemically converting the oil present in feedstock 12 to fatty acid extractant 28. Substances 42 can be introduced to liquefaction vessel 10 either before or after the addition of enzyme 14, and the oil in feedstock 12 can be converted to extractant 28 either before, during, or after liquefaction of feedstock 12. In any case, oil in feedstock 12 is converted to fatty acid extractant 28, such that a biphasic stream 18 exits liquefaction vessel 10. Biphasic stream 18 includes both fatty acid extractant 28 as well as the sugar, water, and undissolved solids forming liquefied aqueous phase 22. In some embodiments, where fatty acid extractant includes fatty acids, aqueous phase 22 of biphasic stream 18 can include glycerol (glycerin) from converting the glycerides in the oil to fatty acids. In some embodiments, such glycerol, if present, can be removed from the stream 18 prior to introduction into fermentation vessel 30. [00116] With reference to FIG. 4, biphasic stream 18 (i.e., streams 22, 28) is contacted with the fermentation broth in fermentation vessel 30 to form a biphasic mixture. In fermentation vessel 30, product alcohol produced by SSF partitions into an organic phase including fatty acid extractant 28. Alternatively, in some embodiments, the process can be modified to include a separate saccharification vessel as discussed in connection with FIG. 2. Separation of the biphasic mixture occurs in fermentation vessel 30, whereby alcohol-containing organic -35 - WO 2011/159991 PCT/US2011/040842 phase stream 36 and aqueous phase stream 34 exit directly from fermentation vessel 30. Alternatively, separation of the biphasic mixture can be conducted in a separate vessel 35 as provided in the embodiments of FIGs. 1-3. Optionally, one or more additional extractants 29 can be introduced into fermentation vessel 30 to form an organic phase that preferentially partitions the product alcohol from the aqueous phase. The remaining process operations of the embodiment of FIG. 4 are identical to the previously described figures and therefore, will not be described in detail again. [00117] In some embodiments of the present invention, biomass oil present in feedstock 12 can be separated from the process streams at a step following alcoholic fermentation. The post-fermentation separated oil can then be converted to a fatty acid extractant and introduced as an ISPR extractant in the fermentation vessel. For example, in the embodiment of FIG. 5, feedstock 12 is liquefied to produced feedstock slurry 16 which includes oil 26 derived from the feedstock. Feedstock slurry 16 can also include undissolved solids from the feedstock. Alternatively, the undissolved solids can be separated from slurry 16 via a separator such as a centrifuge (not shown). Feedstock slurry 16 containing oil 26 is introduced directly to fermentation vessel 30 containing a fermentation broth including saccharification enzyme 38 and microorganism 32. A product alcohol is produced by SSF in fermentation vessel 30. Alternatively, in some embodiments, the process can be modified to include a separate saccharification vessel as discussed in connection with FIG. 2. [00118] ISPR extractant 29 is introduced to fermentation vessel 30 to form a biphasic mixture, and the product alcohol is removed by partitioning into the organic phase of the ISPR extractant 29. Oil 26 also partitions into the organic phase. ISPR extractant 29 can be one or more fatty acid extractants and/or exogenous organic extractants not derived from native oil (e.g., oleyl alcohol). If extractant 29 is a fatty acid extractant, the extractant 29 can be fatty acid extractant 28' (see FIG. 3) produced from a native oil such as a plant-derived oil that is not the same oil originally introduced in the process via feedstock 12. [00119] Separation of the biphasic mixture occurs in fermentation vessel 30, whereby alcohol-containing organic phase stream 36 and aqueous phase stream - 36 - WO 2011/159991 PCT/US2011/040842 34 exit directly from fermentation vessel 30. Alternatively, separation of the biphasic mixture can be conducted in a separate vessel 35 as provided in the embodiments of FIGs. 1-3. Organic phase stream 36 including oil 26 is introduced into a separator 50 to recover product alcohol 54 from extractant 29. The resulting alcohol-lean extractant 27 includes recovered extractant 29 and oil 26. Extractant 27 including oil 26 is introduced into reaction vessel 40 and contacted with one or more substances 42 (e.g., reactants and/or solvents) which chemically convert at least a portion of oil 26 into fatty acid extractant 28. [00120] Extractant 27 including into fatty acid extractant 28 can then be recycled back into fermentation vessel 30. Such recycled extractant stream 27 can be a separate stream or a combined stream with fresh, make-up extractant stream 29. The subsequent withdrawal of alcohol-containing organic phase 36 can then include fatty acid extractant 28 and ISPR extractant 29, in addition to oil 26 and the product alcohol. Organic phase 36 can then be treated to recover the product alcohol, react the oil to form a fatty acid extractant, and be recycled back into fermentation vessel 30 as the resulting alcohol-lean fatty acid extractant 28 and alcohol-lean extractant 29. In some embodiments, use of extractant 29 can be phased out as the fermentation process is operated over time, because the process itself can produce a sufficient amount of fatty acid extractant 28 for extracting the product alcohol. Thus, the ISPR extractant can be recycled extractant 27 and fatty acid extractant 28 as a make up ISPR extractant via reaction vessel 40. [00121] Alternatively, in some embodiments, organic phase stream 36 including oil 26 can be introduced into reaction vessel 40 prior to product alcohol recovery 54 in separator 50. In such embodiments, organic phase stream 36 can be introduced in reaction vessel 50 and contacted with one or more substances 42 for producing fatty acid extractant 28. The resulting organic phase stream 36 including fatty acid extractant 28 can then be introduced into separator 50 to recover product alcohol 54, and the resulting alcohol-lean extractant can then be recycled back into fermentation vessel 30 as extractant stream 27 including fatty acid extractant 28. In still other embodiments, oil 26 can be separated from organic phase stream 36 or extractant stream 27 prior to contacting oil 26 with - 37 - WO 2011/159991 PCT/US2011/040842 substance(s) 42 for producing fatty acid extractant 28. Fatty acid extractant 28 can then be used as an ISPR extractant fed to fermentation vessel 30, a different fermentation vessel (e.g., operating in parallel or in series with fermentation vessel 30 in an alcohol manufacturing plant), or stored for later use. [00122] Thus, FIGs. 1-5 provide various non-limiting embodiments of methods and systems involving fermentation processes and fatty acid extractants 28 produced from biomass-derived oil 26, and fatty acid extractants 28' produced from native oil such as plant-derived oil 26' that can be used to remove product alcohol in extractive fermentation. These fatty acid extractants 28 and 28' may be selected from the group consisting of fatty acids, fatty alcohols, fatty amides, fatty acid methyl esters, fatty acid glycol esters, triglycerides, and mixtures thereof. The triglycerides may be hydroxylated or alkoxylated (e.g., methoxylated, ethoxylated). Chemical conversion of glycerides from native oil to the fatty acid extractants described herein can be conducted using any reaction scheme known in the art. With reference to plant-derived oil such as corn oil, for example, in some embodiments, hydroxylated triglycerides as a fatty acid extractant 28 or 28' can be produced by contacting corn oil as oil 26 or 26' with various reactants and solvents 42 (see Example 1 below for details) to achieve hydroxylation shown in Equation I: (I) 00 0 OH 0 0 OH 0 OH 0 OH - 38 - WO 2011/159991 PCT/US2011/040842 [00123] In some embodiments, corn oil triglycerides as oil 26 or 26' can be reacted with aqueous ammonium hydroxide as reactant 42 to obtain fatty amide and fatty acid, which together or separately can be used as fatty acid extractants 28 or 28', as described in Roe, et al., Am. Oil Chem. Soc. 29:18-22, 1952, and shown in Equation II, for example: (II) Aq. NH 4 0H Corn oil triglycerides fattyoamide + fatty acid + glycerol 1600C [00124] In some embodiments, aqueous ammonium hydroxide is about 28 wt% ammonia in water. In some embodiments, the mixture of corn oil fatty amides and corn oil fatty acids produced according to Equation (II) can be used to produce a single fatty acid extractant 28 or 28'. In some embodiments, the mixture of fatty amides and fatty acids can include linoleamide, linoleic acid, oleamide, oleic acid, palmitamide, palmitic acid, stearamide, and stearic acid. In such embodiments, such mixture can be composed of about 37 wt% linoleamide, about 18% linoleic acid, about 19 wt% oleamide, about 9 wt% oleic acid, about 8.7 wt% palmitamide, about 4.3 wt% palmitic acid, about 1.2 wt% stearamide, and about 0.7 wt% stearic acid. It should be understood that other composition amounts are possible and can depend on the naturally-occurring amounts of linoleic acid, oleic acid, palmitic acid, and stearic acid in the corn oil used. For example, it would be expected that high-oleic corn oil as oil 26 or 26', which can have, for example, up to about 65 wt% oleic acid content, would produce a mixture that is higher in oleamide and oleic acid pursuant to the reaction of Equation (II) than would be produced when using normal corn oil which is about 24 wt% oleic acid content. In some embodiments, corn oil fatty amides and corn oil fatty acids produced according to Equation (II) can be mixed with fatty acids to vary the ratio of fatty amide to fatty acid in the fatty acid extractant 28 or 28'. In some embodiments, a mixture of fatty amide to fatty acid can be in a ratio of about 2:1 to about 1:2 mixture. - 39 - WO 2011/159991 PCT/US2011/040842 [00125] In some embodiments, pure corn oil fatty amides as fatty acid extractant 28 or 28' can be synthesized from corn oil as oil 26 or 26' using as substances 42 anhydrous ammonia as reactant with ammonium acetate as a catalyst, as described in Kohlhase, et al., J. Am. Oil Chem. Soc. 48:265-270, 1971, for example. In some embodiments, the pure corn oil fatty amides can include linoleamide, oleamide, palmitamide, and stearamide. In such embodiments, the pure corn oil fatty amides can be composed of about 55 wt% linoleamide, about 28 wt% oleamide, about 13 wt% palmitamide, and about 2 wt% stearamide. As noted above, it should be understood that other composition amounts are possible and can depend on the naturally-occurring amounts of linoleic acid, oleic acid, palmitic acid, and stearic acid in the corn oil used. [00126] In some embodiment, fatty acid extractant 28 or 28' can include fatty amide of the formula R(C=O)N(R')(R"), wherein R is independently selected from the group consisting of C3 to C27 alkyl groups optionally interrupted with one or more double bonds, and R' and R" are independently selected from the group consisting of hydrogen and C1-C6 alkyl groups optionally containing one or more hydroxyl groups. [00127] In some embodiments, corn oil fatty acids as a fatty acid extractant 28 or 28' can be synthesized from corn oil as oil 26 or 26' by base hydrolysis using NaOH and water as substances 42 (see, e.g., Example 4 below), according to the reaction of Equation III, for example: (III) 0 -O ~'R1 0 -O _IKR2 1)NaOH 3 R-C(=O)OH o 2)H* -0-- R3 [00128] In some embodiments, pure corn oil fatty amides and pure corn oil fatty acids can be mixed to produce a single fatty acid extractant 28 or 28'. Such mixture of fatty amide to fatty acid can be a 2:1 mixture, and a 1:2 in other embodiments, for example. - 40 - WO 2011/159991 PCT/US2011/040842 [00129] In some embodiments, fatty alcohols as fatty acid extractant 28 or 28' can be produced from corn oil as oil 26 or 26' by reduction using tetrahydrofuran (THF) and LiAIH 4 as substances 42 (see, e.g., Example 3 below), according to the reaction of Equation IV, for example: - 41 - WO 2011/159991 PCT/US2011/040842 (IV) RjCOICH 2 LiAIH 4 , THF

R

2

CO

2 CH 0 3 RCH 2 OH + HOCH 2

CHOHCH

2 OH I 0-250C

R

3

CO

2

CH

2 [001301 In some embodiments, corn oil as oil 26 or 26' can be contacted with methanol and an acid catalyst as substances 42 to produce fatty acid esters as fatty acid extractant 28 or 28'. For example, corn oil can be reacted with an alcohol including, but not limited to, an alcohol of eight carbons or less, in the presence of sulfuric acid to yield fatty acid esters (see, e.g., Example 4 below), according to the reaction of Equation V: (V) 0 -O <R1 0 I- R2 + R'OH Do R-C(=O)-OR' 0 _---- R 3 [00131] In some embodiments, corn oil as oil 26 or 26' can be converted to corn oil ethylene glycol ester (FAGE) as fatty acid extractant 28 or 28' by producing fatty acid methyl esters (FAME) (see Equation V, above) and further reacting FAME with ethylene glycol as an additional substance 42 (see, e.g., Example 5 below), according to the reaction of Equation VI, for example: (VI) R-(C=O)-OMe + HO-CH 2

CH

2 -OH --> R-(C=O)-O-CH 2

CH

2 -OH [00132] In some embodiments, fatty alcohols may be hydroxylated and may used as extractants. For example, fatty alcohols may be reacted with peracetic acid and then with an aqueous acid to hydroxylate the double bonds along the chain (see, e.g., Example 8) as shown in Equation VII: - 42 - WO 2011/159991 PCT/US2011/040842 HO H O OH [001331 In some embodiments, the extractant may be a liquid or solid such as beads. An extractant that would be available in a solid form such as beads could be easily handled during the manufacturing process. In addition, the product alcohol (e.g., butanol) could be recovered from this extractant, for example, by gas stripping, dissolving in another solvent, or any other applicable method known to one skilled in the art. [00134] In some embodiments, including any of the aforementioned embodiments described with reference to FIGs. 1-5, the fermentation broth in fermentation vessel 30 includes at least one recombinant microorganism 32 which is genetically modified (that is, genetically engineered) to produce butanol via a biosynthetic pathway from at least one fermentable carbon source into butanol. In particular, recombinant microorganisms can be grown in a fermentation broth which contains suitable carbon substrates. Additional carbon substrates may include, but are not limited to, monosaccharides such as fructose; oligosaccharides such as lactose maltose, or sucrose; polysaccharides such as starch or cellulose; or mixtures thereof and unpurified mixtures from renewable feedstocks such as cheese whey permeate, cornsteep liquor, sugar beet molasses, and barley malt. Other carbon substrates may include ethanol, lactate, succinate, or glycerol. [00135] Additionally the carbon substrate may also be one-carbon substrates such as carbon dioxide or methanol for which metabolic conversion into key biochemical intermediates has been demonstrated. In addition to one and two carbon substrates, methylotrophic organisms are also known to utilize a number - 43 - WO 2011/159991 PCT/US2011/040842 of other carbon containing compounds such as methylamine, glucosamine, and a variety of amino acids for metabolic activity. For example, methylotrophic yeasts are known to utilize the carbon from methylamine to form trehalose or glycerol (Bellion, et al., Microb. Growth C1 Compd., [Int. Symp.], 7th (1993), 415-32, Editor(s): Murrell, J. Collin; Kelly, Don P. Publisher: Intercept, Andover, UK). Similarly, various species of Candida will metabolize alanine or oleic acid (Sulter, et al., Arch. Microbiol. 153:485-489, 1990). Hence it is contemplated that the source of carbon utilized in the present invention may encompass a wide variety of carbon containing substrates and will only be limited by the choice of organism. [00136] Although it is contemplated that all of the above mentioned carbon substrates and mixtures thereof are suitable, in some embodiments, the carbon substrates are glucose, fructose, and sucrose, or mixtures of these with C5 sugars such as xylose and/or arabinose for yeasts cells modified to use C5 sugars. Sucrose may be derived from renewable sugar sources such as sugar cane, sugar beets, cassava, sweet sorghum, and mixtures thereof. Glucose and dextrose may be derived from renewable grain sources through saccharification of starch based feedstocks including grains such as corn, wheat, rye, barley, oats, and mixtures thereof. In addition, fermentable sugars may be derived from renewable cellulosic or lignocellulosic biomass through processes of pretreatment and saccharification, as described, for example, in U.S. Patent Application Publication No. 2007/0031918 Al, which is herein incorporated by reference. In addition to an appropriate carbon source (from aqueous stream 22), fermentation broth must contain suitable minerals, salts, cofactors, buffers, and other components, known to those skilled in the art, suitable for the growth of the cultures and promotion of an enzymatic pathway comprising a dihydroxyacid dehydratase (DHAD). [00137] Recombinant microorganisms to produce butanol via a biosynthetic pathway can include a member of the genera Clostridium, Zymomonas, Escherichia, Salmonella, Serratia, Erwinia, Klebsiella, Shigella, Rhodococcus, Pseudomonas, Bacillus, Lactobacillus, Enterococcus, Alcaligenes, Klebsiella, Paenibacillus, Arthrobacter, Corynebacterium, Brevibacterium, -44- WO 2011/159991 PCT/US2011/040842 Schizosaccharomyces, Kluyveromyces, Yarrowia, Pichia, Candida, Hansenula, or Saccharomyces. In one embodiment, recombinant microorganisms can be selected from the group consisting of Escherichia coli, Lactobacillus plantarum, and Saccharomyces cerevisiae. In one embodiment, the recombinant microorganism is a crabtree-positive yeast selected from Saccharomyces, Zygosaccharomyces, Schizosaccharomyces, Dekkera, Torulopsis, Brettanomyces, and some species of Candida. Species of crabtree-positive yeast include, but are not limited to, Saccharomyces cerevisiae, Saccharomyces kluyveri, Schizosaccharomyces pombe, Saccharomyces bayanus, Saccharomyces mikitae, Saccharomyces paradoxus, Zygosaccharomyces rouxii, and Candida glabrata. For example, the production of butanol utilizing fermentation with a microorganism, as well as which microorganisms produce butanol, is known and is disclosed, for example, in U.S. Patent Application Publication No. 2009/0305370, herein incorporated by reference. In some embodiments, microorganisms comprise a butanol biosynthetic pathway. Suitable isobutanol biosynthetic pathways are known in the art (see, e.g., U.S. Patent Application Publication No. 2007/0092957, herein incorporated by reference). In some embodiments, at least one, at least two, at least three, or at least four polypeptides catalyzing substrate to product conversions of a pathway are encoded by heterologous polynucleotides in the microorganism. In some embodiments, all polypeptides catalyzing substrate to product conversions of a pathway are encoded by heterologous polynucleotides in the microorganism. In some embodiments, the microorganism comprises a reduction or elimination of pyruvate decarboxylase activity. Microorganisms substantially free of pyruvate decarboxylase activity are described in U.S. Patent Application Publication No. 2009/0305363, herein incorporated by reference. [00138] Construction of certain strains, including those used in the Examples, is provided herein. Construction of Saccharomyces cerevisiae strain BP1064 and isobutanologen BP1083 (NGCI-070) [00139] The strain BP1064 was derived from CEN.PK 113-7D (CBS 8340; Centraalbureau voor Schimmelcultures (CBS) Fungal Biodiversity Centre, -45- WO 2011/159991 PCT/US2011/040842 Netherlands) and contains deletions of the following genes: URA3, HIS3, PDC1, PDC5, PDC6, and GPD2. BP1064 was transformed with plasmids pYZ090 (SEQ ID NO: 1, the construction of which is described in US Patent Application No. 61/246,844, filed September 29, 2009, herein incorporated by reference.) and pLH468 (SEQ ID NO: 2) to create isobutanologen strain NGCI-070 (BP1 083). [00140] Deletions, which completely removed the entire coding sequence, were created by homologous recombination with PCR fragments containing regions of homology upstream and downstream of the target gene and either a G418 resistance marker or URA3 gene for selection of transformants. The G418 resistance marker, flanked by loxP sites, was removed using Cre recombinase. The URA3 gene was removed by homologous recombination to create a scarless deletion or if flanked by loxP sites, was removed using Cre recombinase. [00141] The scarless deletion procedure was adapted from Akada, et al., (Yeast 23:399-405, 2006). In general, the PCR cassette for each scarless deletion was made by combining four fragments, A-B-U-C, by overlapping PCR. The PCR cassette contained a selectable/counter-selectable marker, URA3 (Fragment U), consisting of the native CEN.PK 113-7D URA3 gene, along with the promoter (250 bp upstream of the URA3 gene) and terminator (150 bp downstream of the URA3 gene). Fragments A and C, each 500 bp long, corresponded to the 500 bp immediately upstream of the target gene (Fragment A) and the 3' 500 bp of the target gene (Fragment C). Fragments A and C were used for integration of the cassette into the chromosome by homologous recombination. Fragment B (500 bp long) corresponded to the 500 bp immediately downstream of the target gene and was used for excision of the URA3 marker and Fragment C from the chromosome by homologous recombination, as a direct repeat of the sequence corresponding to Fragment B was created upon integration of the cassette into the chromosome. Using the PCR product ABUC cassette, the URA3 marker was first integrated into and then excised from the chromosome by homologous recombination. The initial integration deleted the gene, excluding the 3' 500 bp. Upon excision, the 3' 500 bp region of the gene was also deleted. For integration of genes using this method, the gene to be integrated was included in the PCR cassette between fragments A and B. - 46 - WO 2011/159991 PCT/US2011/040842 URA3 Deletion [00142] To delete the endogenous URA3 coding region, a ura3::loxP-kanMX-loxP cassette was PCR-amplified from pLA54 template DNA (SEQ ID NO: 3). pLA54 contains the K. lactis TEF1 promoter and kanMX marker, and is flanked by loxP sites to allow recombination with Cre recombinase and removal of the marker. PCR was done using Phusion@ DNA polymerase (New England BioLabs Inc., Ipswich, MA) and primers BK505 and BK506 (SEQ ID NOs: 4 and 5). The URA3 portion of each primer was derived from the 5' region upstream of the URA3 promoter and 3' region downstream of the coding region such that integration of the loxP-kanMX-loxP marker resulted in replacement of the URA3 coding region. The PCR product was transformed into CEN.PK 113-7D using standard genetic techniques (Methods in Yeast Genetics, 2005, Cold Spring Harbor Laboratory Press, Cold Spring Harbor, NY, pp. 201-202) and transformants were selected on YPD containing G418 (100 pg/mL) at 300C. Transformants were screened to verify correct integration by PCR using primers LA468 and LA492 (SEQ ID NOs: 6 and 7) and designated CEN.PK 113-7D Aura3::kanMX. HIS3 Deletion [00143] The four fragments for the PCR cassette for the scarless HIS3 deletion were amplified using Phusion@ High Fidelity PCR Master Mix (New England BioLabs Inc., Ipswich, MA) and CEN.PK 113-7D genomic DNA as template, prepared with a Gentra@ Puregene@ Yeast/Bact, kit (Qiagen, Valencia, CA). HIS3 Fragment A was amplified with primer oBP452 (SEQ ID NO: 14) and primer oBP453 (SEQ ID NO: 15) containing a 5' tail with homology to the 5' end of HIS3 Fragment B. HIS3 Fragment B was amplified with primer oBP454 (SEQ ID NO: 16) containing a 5' tail with homology to the 3' end of HIS3 Fragment A, and primer oBP455 (SEQ ID NO: 17) containing a 5' tail with homology to the 5' end of HIS3 Fragment U. HIS3 Fragment U was amplified with primer oBP456 (SEQ ID NO: 18) containing a 5' tail with homology to the 3' end of HIS3 Fragment B, and primer oBP457 (SEQ ID NO: 19) containing a 5' tail with homology to the 5' end of HIS3 Fragment C. HIS3 Fragment C was amplified with primer oBP458 (SEQ ID NO: 20) containing a 5' tail with homology to the 3' end of HIS3 -47- WO 2011/159991 PCT/US2011/040842 Fragment U, and primer oBP459 (SEQ ID NO: 21). PCR products were purified with a PCR Purification kit (Qiagen, Valencia, CA). HIS3 Fragment AB was created by overlapping PCR by mixing HIS3 Fragment A and HIS3 Fragment B and amplifying with primers oBP452 (SEQ ID NO: 14) and oBP455 (SEQ ID NO: 17). HIS3 Fragment UC was created by overlapping PCR by mixing HIS3 Fragment U and HIS3 Fragment C and amplifying with primers oBP456 (SEQ ID NO: 18) and oBP459 (SEQ ID NO: 21). The resulting PCR products were purified on an agarose gel followed by a Gel Extraction kit (Qiagen, Valencia, CA). The HIS3 ABUC cassette was created by overlapping PCR by mixing HIS3 Fragment AB and HIS3 Fragment UC and amplifying with primers oBP452 (SEQ ID NO: 14) and oBP459 (SEQ ID NO: 21). The PCR product was purified with a PCR Purification kit (Qiagen, Valencia, CA). [00144] Competent cells of CEN.PK 113-7D Aura3::kanMX were made and transformed with the HIS3 ABUC PCR cassette using a Frozen-EZ Yeast Transformation IITM kit (Zymo Research Corporation, Irvine, CA). Transformation mixtures were plated on synthetic complete media lacking uracil supplemented with 2% glucose at 30'C. Transformants with a his3 knockout were screened for by PCR with primers oBP460 (SEQ ID NO: 22) and oBP461 (SEQ ID NO: 23) using genomic DNA prepared with a Gentra@ Puregene@ Yeast/Bact. kit (Qiagen, Valencia, CA). A correct transformant was selected as strain CEN.PK 113-7D Aura3::kanMX Ahis3::URA3. KanMX Marker Removal from the Aura3 Site and URA3 Marker Removal from the Ahis3 Site [00145] The KanMX marker was removed by transforming CEN.PK 113-7D Aura3::kanMX Ahis3::URA3 with pRS423::PGAL1-cre (SEQ ID NO: 66, described in U.S. Provisional Application No. 61/290,639) using a Frozen-EZ Yeast Transformation IITM kit (Zymo Research Corporation, Irvine, CA) and plating on synthetic complete medium lacking histidine and uracil supplemented with 2% glucose at 30 0 C. Transformants were grown in YP supplemented with 1% galactose at 30 0 C for -6 hours to induce the Cre recombinase and KanMX marker excision and plated onto YPD (2% glucose) plates at 30 0 C for recovery. An isolate was grown overnight in YPD and plated on synthetic complete medium -48- WO 2011/159991 PCT/US2011/040842 containing 5-fluoro-orotic acid (5-FOA, 0.1%) at 300C to select for isolates that lost the URA3 marker. 5-FOA resistant isolates were grown in and plated on YPD for removal of the pRS423::PGAL1-cre plasmid. Isolates were checked for loss of the KanMX marker, URA3 marker, and pRS423::PGAL1-cre plasmid by assaying growth on YPD+G418 plates, synthetic complete medium lacking uracil plates, and synthetic complete medium lacking histidine plates. A correct isolate that was sensitive to G418 and auxotrophic for uracil and histidine was selected as strain CEN.PK 113-7D Aura3::loxP Ahis3 and designated as BP857. The deletions and marker removal were confirmed by PCR and sequencing with primers oBP450 (SEQ ID NO: 24) and oBP451 (SEQ ID NO: 25) for Aura3 and primers oBP460 (SEQ ID NO: 22) and oBP461 (SEQ ID NO: 23) for Ahis3 using genomic DNA prepared with a Gentra@ Puregene@ Yeast/Bact. kit (Qiagen, Valencia, CA). PDC6 Deletion [00146] The four fragments for the PCR cassette for the scarless PDC6 deletion were amplified using Phusion@ High Fidelity PCR Master Mix (New England BioLabs Inc., Ipswich, MA) and CEN.PK 113-7D genomic DNA as template, prepared with a Gentra@ Puregene@ Yeast/Bact. kit (Qiagen, Valencia, CA). PDC6 Fragment A was amplified with primer oBP440 (SEQ ID NO: 26) and primer oBP441 (SEQ ID NO: 27) containing a 5' tail with homology to the 5' end of PDC6 Fragment B. PDC6 Fragment B was amplified with primer oBP442 (SEQ ID NO: 28), containing a 5' tail with homology to the 3' end of PDC6 Fragment A, and primer oBP443 (SEQ ID NO: 29) containing a 5' tail with homology to the 5' end of PDC6 Fragment U. PDC6 Fragment U was amplified with primer oBP444 (SEQ ID NO: 30) containing a 5' tail with homology to the 3' end of PDC6 Fragment B, and primer oBP445 (SEQ ID NO: 31) containing a 5' tail with homology to the 5' end of PDC6 Fragment C. PDC6 Fragment C was amplified with primer oBP446 (SEQ ID NO: 32) containing a 5' tail with homology to the 3' end of PDC6 Fragment U, and primer oBP447 (SEQ ID NO: 33). PCR products were purified with a PCR Purification kit (Qiagen, Valencia, CA). PDC6 Fragment - 49 - WO 2011/159991 PCT/US2011/040842 AB was created by overlapping PCR by mixing PDC6 Fragment A and PDC6 Fragment B and amplifying with primers oBP440 (SEQ ID NO: 26) and oBP443 (SEQ ID NO: 29). PDC6 Fragment UC was created by overlapping PCR by mixing PDC6 Fragment U and PDC6 Fragment C and amplifying with primers oBP444 (SEQ ID NO: 30) and oBP447 (SEQ ID NO: 33). The resulting PCR products were purified on an agarose gel followed by a Gel Extraction kit (Qiagen, Valencia, CA). The PDC6 ABUC cassette was created by overlapping PCR by mixing PDC6 Fragment AB and PDC6 Fragment UC and amplifying with primers oBP440 (SEQ ID NO: 26) and oBP447 (SEQ ID NO: 33). The PCR product was purified with a PCR Purification kit (Qiagen, Valencia, CA). [00147] Competent cells of CEN.PK 113-7D Aura3::loxP Ahis3 were made and transformed with the PDC6 ABUC PCR cassette using a Frozen-EZ Yeast Transformation IITM kit (Zymo Research Corporation, Irvine, CA). Transformation mixtures were plated on synthetic complete media lacking uracil supplemented with 2% glucose at 30 0 C. Transformants with a pdc6 knockout were screened for by PCR with primers oBP448 (SEQ ID NO: 34) and oBP449 (SEQ ID NO: 35) using genomic DNA prepared with a Gentra@ Puregene@ Yeast/Bact. kit (Qiagen, Valencia, CA). A correct transformant was selected as strain CEN.PK 113-7D Aura3::loxP Ahis3 Apdc6::URA3. [00148] CEN.PK 113-7D Aura3::loxP Ahis3 Apdc6::URA3 was grown overnight in YPD and plated on synthetic complete medium containing 5-fluoro-orotic acid (0.1 %) at 30 0 C to select for isolates that lost the URA3 marker. The deletion and marker removal were confirmed by PCR and sequencing with primers oBP448 (SEQ ID NO: 34) and oBP449 (SEQ ID NO: 35) using genomic DNA prepared with a Gentra@ Puregene@ Yeast/Bact. kit (Qiagen, Valencia, CA). The absence of the PDC6 gene from the isolate was demonstrated by a negative PCR result using primers specific for the coding sequence of PDC6, oBP554 (SEQ ID NO: 36) and oBP555 (SEQ ID NO: 37). The correct isolate was selected as strain CEN.PK 113-7D Aura3::loxP Ahis3 Apdc6 and designated as BP891. PDC1 Deletion ilvDSm Integration - 50 - WO 2011/159991 PCT/US2011/040842 [00149] The PDC1 gene was deleted and replaced with the ilvD coding region from Streptococcus mutans ATCC No. 700610. The A fragment followed by the ilvD coding region from Streptococcus mutans for the PCR cassette for the PDC1 deletion-ilvDSm integration was amplified using Phusion@ High Fidelity PCR Master Mix (New England BioLabs Inc., Ipswich, MA) and NYLA83 (described herein and in U.S. Provisional Application No. 61/246,709) genomic DNA as template, prepared with a Gentra@ Puregene@ Yeast/Bact. kit (Qiagen, Valencia, CA). PDC1 Fragment A-ilvDSm (SEQ ID NO: 138) was amplified with primer oBP513 (SEQ ID NO: 38) and primer oBP515 (SEQ ID NO: 39) containing a 5' tail with homology to the 5' end of PDC1 Fragment B. The B, U, and C fragments for the PCR cassette for the PDC1 deletion-ilvDSm integration were amplified using Phusion@ High Fidelity PCR Master Mix (New England BioLabs Inc., Ipswich, MA) and CEN.PK 113-7D genomic DNA as template, prepared with a Gentra@ Puregene@ Yeast/Bact. kit (Qiagen, Valencia, CA). PDC1 Fragment B was amplified with primer oBP516 (SEQ ID NO: 40) containing a 5' tail with homology to the 3' end of PDC1 Fragment A-ilvDSm, and primer oBP517 (SEQ ID NO: 41) containing a 5' tail with homology to the 5' end of PDC1 Fragment U. PDC1 Fragment U was amplified with primer oBP518 (SEQ ID NO: 42) containing a 5' tail with homology to the 3' end of PDC1 Fragment B, and primer oBP519 (SEQ ID NO: 43) containing a 5' tail with homology to the 5' end of PDC1 Fragment C. PDC1 Fragment C was amplified with primer oBP520 (SEQ ID NO: 44), containing a 5' tail with homology to the 3' end of PDC1 Fragment U, and primer oBP521 (SEQ ID NO: 45). PCR products were purified with a PCR Purification kit (Qiagen, Valencia, CA. PDC1 Fragment A-ilvDSm-B was created by overlapping PCR by mixing PDC1 Fragment A-ilvDSm and PDC1 Fragment B and amplifying with primers oBP513 (SEQ ID NO: 38) and oBP517 (SEQ ID NO: 41). PDC1 Fragment UC was created by overlapping PCR by mixing PDC1 Fragment U and PDC1 Fragment C and amplifying with primers oBP518 (SEQ ID NO: 42) and oBP521 (SEQ ID NO: 45). The resulting PCR products were purified on an agarose gel followed by a Gel Extraction kit (Qiagen, Valencia, CA). The PDC1 A-ilvDSm-BUC cassette (SEQ ID NO: 139) was created by overlapping PCR by mixing PDC1 Fragment A-ilvDSm-B and PDC1 Fragment -51 - WO 2011/159991 PCT/US2011/040842 UC and amplifying with primers oBP513 (SEQ ID NO: 38) and oBP521 (SEQ ID NO: 45). The PCR product was purified with a PCR Purification kit (Qiagen, Valencia, CA). [00150] Competent cells of CEN.PK 113-7D Aura3::loxP Ahis3 Apdc6 were made and transformed with the PDC1 A-ilvDSm-BUC PCR cassette using a Frozen-EZ Yeast Transformation IITM kit (Zymo Research Corporation, Irvine, CA). Transformation mixtures were plated on synthetic complete media lacking uracil supplemented with 2% glucose at 30 0 C. Transformants with a pdcl knockout ilvDSm integration were screened for by PCR with primers oBP511 (SEQ ID NO: 46) and oBP512 (SEQ ID NO: 47) using genomic DNA prepared with a Gentra@ Puregene@ Yeast/Bact. kit (Qiagen, Valencia, CA). The absence of the PDC1 gene from the isolate was demonstrated by a negative PCR result using primers specific for the coding sequence of PDC1, oBP550 (SEQ ID NO: 48) and oBP551 (SEQ ID NO: 49). A correct transformant was selected as strain CEN.PK 113-7D Aura3::loxP Ahis3 Apdc6 Apdcl::ilvDSm-URA3. [00151] CEN.PK 113-7D Aura3::loxP Ahis3 Apdc6 Apdcl::ilvDSm-URA3 was grown overnight in YPD and plated on synthetic complete medium containing 5 fluoro-orotic acid (0.1 %) at 30 0 C to select for isolates that lost the URA3 marker. The deletion of PDC1, integration of ilvDSm, and marker removal were confirmed by PCR and sequencing with primers oBP511 (SEQ ID NO: 46) and oBP512 (SEQ ID NO: 47) using genomic DNA prepared with a Gentra@ Puregene@ Yeast/Bact. kit (Qiagen, Valencia, CA). The correct isolate was selected as strain CEN.PK 113-7D Aura3::loxP Ahis3 Apdc6 Apdcl::ilvDSm and designated as BP907. PDC5 Deletion sadB Integration [00152] The PDC5 gene was deleted and replaced with the sadB coding region from Achromobacter xylosoxidans. A segment of the PCR cassette for the PDC5 deletion-sadB integration was first cloned into plasmid pUC19-URA3MCS. [00153] pUC19-URA3MCS is pUC19 based and contains the sequence of the URA3 gene from Saccharomyces cerevisiae situated within a multiple cloning site (MCS). pUC19 contains the pMB1 replicon and a gene coding for beta -52- WO 2011/159991 PCT/US2011/040842 lactamase for replication and selection in Escherichia coli. In addition to the coding sequence for URA3, the sequences from upstream and downstream of this gene were included for expression of the URA3 gene in yeast. The vector can be used for cloning purposes and can be used as a yeast integration vector. [00154] The DNA encompassing the URA3 coding region along with 250 bp upstream and 150 bp downstream of the URA3 coding region from Saccharomyces cerevisiae CEN.PK 113-7D genomic DNA was amplified with primers oBP438 (SEQ ID NO: 12) containing BamHI, Ascl, Pmel, and Fsel restriction sites, and oBP439 (SEQ ID NO: 13) containing Xbal, Pac, and Notl restriction sites, using Phusion@ High Fidelity PCR Master Mix (New England BioLabs Inc., Ipswich, MA). Genomic DNA was prepared using a Gentra@ Puregene@ Yeast/Bact. kit (Qiagen, Valencia, CA). The PCR product and pUC19 (SEQ ID NO: 140) were ligated with T4 DNA ligase after digestion with BamHI and Xbal to create vector pUC19-URA3MCS. The vector was confirmed by PCR and sequencing with primers oBP264 (SEQ ID NO: 10) and oBP265 (SEQ ID NO: 11). [00155] The coding sequence of sadB and PDC5 Fragment B were cloned into pUC19-URA3MCS to create the sadB-BU portion of the PDC5 A-sadB-BUC PCR cassette. The coding sequence of sadB was amplified using pLH468-sadB (SEQ ID NO: 67) as template with primer oBP530 (SEQ ID NO: 50) containing an Asci restriction site, and primer oBP531 (SEQ ID NO: 51) containing a 5' tail with homology to the 5' end of PDC5 Fragment B. PDC5 Fragment B was amplified with primer oBP532 (SEQ ID NO: 52) containing a 5' tail with homology to the 3' end of sadB, and primer oBP533 (SEQ ID NO: 53) containing a Pmel restriction site. PCR products were purified with a PCR Purification kit (Qiagen, Valencia, CA). sadB-PDC5 Fragment B was created by overlapping PCR by mixing the sadB and PDC5 Fragment B PCR products and amplifying with primers oBP530 (SEQ ID NO: 50) and oBP533 (SEQ ID NO: 53). The resulting PCR product was digested with Asci and Pmel and ligated with T4 DNA ligase into the corresponding sites of pUC19-URA3MCS after digestion with the appropriate enzymes. The resulting plasmid was used as a template for amplification of sadB-Fragment B-Fragment U using primers oBP536 (SEQ ID NO: 54) and -53 - WO 2011/159991 PCT/US2011/040842 oBP546 (SEQ ID NO: 55) containing a 5' tail with homology to the 5' end of PDC5 Fragment C. PDC5 Fragment C was amplified with primer oBP547 (SEQ ID NO: 56) containing a 5' tail with homology to the 3' end of PDC5 sadB Fragment B-Fragment U, and primer oBP539 (SEQ ID NO: 57). PCR products were purified with a PCR Purification kit (Qiagen, Valencia, CA). PDC5 sadB Fragment B-Fragment U-Fragment C was created by overlapping PCR by mixing PDC5 sadB-Fragment B-Fragment U and PDC5 Fragment C and amplifying with primers oBP536 (SEQ ID NO: 54) and oBP539 (SEQ ID NO: 57). The resulting PCR product was purified on an agarose gel followed by a Gel Extraction kit (Qiagen, Valencia, CA). The PDC5 A-sadB-BUC cassette (SEQ ID NO: 141) was created by amplifying PDC5 sadB-Fragment B-Fragment U-Fragment C with primers oBP542 (SEQ ID NO: 58) containing a 5' tail with homology to the 50 nucleotides immediately upstream of the native PDC5 coding sequence, and oBP539 (SEQ ID NO: 57). The PCR product was purified with a PCR Purification kit (Qiagen, Valencia, CA). [00156] Competent cells of CEN.PK 113-7D Aura3::loxP Ahis3 Apdc6 Apdcl::ilvDSm were made and transformed with the PDC5 A-sadB-BUC PCR cassette using a Frozen-EZ Yeast Transformation IITM kit (Zymo Research Corporation, Irvine, CA). Transformation mixtures were plated on synthetic complete media lacking uracil supplemented with 1% ethanol (no glucose) at 30 0 C. Transformants with a pdc5 knockout sadB integration were screened for by PCR with primers oBP540 (SEQ ID NO: 59) and oBP541 (SEQ ID NO: 60) using genomic DNA prepared with a Gentra@ Puregene@ Yeast/Bact. kit (Qiagen, Valencia, CA). The absence of the PDC5 gene from the isolate was demonstrated by a negative PCR result using primers specific for the coding sequence of PDC5, oBP552 (SEQ ID NO: 61) and oBP553 (SEQ ID NO: 62). A correct transformant was selected as strain CEN.PK 113-7D Aura3::loxP Ahis3 Apdc6 Apdcl::ilvDSm Apdc5::sadB-URA3. [00157] CEN.PK 113-7D Aura3::loxP Ahis3 Apdc6 Apdcl::ilvDSm Apdc5::sadB URA3 was grown overnight in YPE (1% ethanol) and plated on synthetic complete medium supplemented with ethanol (no glucose) and containing 5 fluoro-orotic acid (0.1%) at 30 0 C to select for isolates that lost the URA3 marker. - 54 - WO 2011/159991 PCT/US2011/040842 The deletion of PDC5, integration of sadB, and marker removal were confirmed by PCR with primers oBP540 (SEQ ID NO: 59) and oBP541 (SEQ ID NO: 60) using genomic DNA prepared with a Gentra@ Puregene@ Yeast/Bact. kit (Qiagen, Valencia, CA). The correct isolate was selected as strain CEN.PK 113 7D Aura3::loxP Ahis3 Apdc6 Apdcl::ilvDSm Apdc5::sadB and designated as BP913. GPD2 Deletion [00158] To delete the endogenous GPD2 coding region, a gpd2::loxP-URA3-loxP cassette (SEQ ID NO: 142) was PCR-amplified using loxP-URA3-loxP (SEQ ID NO: 68) as template DNA. loxP-URA3-loxP contains the URA3 marker from (ATCC No. 77107) flanked by loxP recombinase sites. PCR was done using Phusion@ DNA polymerase (New England BioLabs Inc., Ipswich, MA) and primers LA512 and LA513 (SEQ ID NOs: 8 and 9). The GPD2 portion of each primer was derived from the 5' region upstream of the GPD2 coding region and 3' region downstream of the coding region such that integration of the loxP-URA3 loxP marker resulted in replacement of the GPD2 coding region. The PCR product was transformed into BP913 and transformants were selected on synthetic complete media lacking uracil supplemented with 1% ethanol (no glucose). Transformants were screened to verify correct integration by PCR using primers oBP582 and AA270 (SEQ ID NOs: 63 and 64). [00159] The URA3 marker was recycled by transformation with pRS423::PGAL1 cre (SEQ ID NO: 66) and plating on synthetic complete media lacking histidine supplemented with 1 % ethanol at 300C. Transformants were streaked on synthetic complete medium supplemented with 1% ethanol and containing 5 fluoro-orotic acid (0.1%) and incubated at 300C to select for isolates that lost the URA3 marker. 5-FOA resistant isolates were grown in YPE (1% ethanol) for removal of the pRS423::PGAL1-cre plasmid. The deletion and marker removal were confirmed by PCR with primers oBP582 (SEQ ID NO: 63) and oBP591 (SEQ ID NO: 65). The correct isolate was selected as strain CEN.PK 113-7D Aura3::loxP Ahis3 Apdc6 Apdcl::ilvDSm Apdc5::sadB Agpd2::loxP and designated as PNY1503 (BP1064). - 55 - WO 2011/159991 PCT/US2011/040842 [001601 BP1064 was transformed with plasmids pYZ090 (SEQ ID NO: 1) and pLH468 (SEQ ID NO: 2) to create strain NGCI-070 (BP1 083; PNYl 504). Construction of Strains NYLA74 and NYLA83 [00161] Insertion-inactivation of endogenous PDC1 and PDC6 genes of S. cerevisiae. PDC1, PDC5, and PDC6 genes encode the three major isozymes of pyruvate decarboxylase is described as follows: Construction of pRS425::GPM-sadB [00162] A DNA fragment encoding a butanol dehydrogenase (SEQ ID NO: 70) from Achromobacter xylosoxidans (disclosed in U.S. Patent Application Publication No. 2009/0269823) was cloned. The coding region of this gene called sadB for secondary alcohol dehydrogenase (SEQ ID NO: 69) was amplified using standard conditions from A. xylosoxidans genomic DNA, prepared using a Gentra@ Puregene@ kit (Qiagen, Valencia, CA) following the recommended protocol for gram negative organisms using forward and reverse primers N473 and N469 (SEQ ID NOs: 74 and 75), respectively. The PCR product was TOPO@-Blunt cloned into pCR@4 BLUNT (Invitrogen T M , Carlsbad, CA) to produce pCR4Blunt::sadB, which was transformed into E. coli Mach-1 cells. Plasmid was subsequently isolated from four clones, and the sequence verified. [00163] The sadB coding region was PCR amplified from pCR4Blunt::sadB. PCR primers contained additional 5' sequences that would overlap with the yeast GPM1 promoter and the ADH1 terminator (N583 and N584, provided as SEQ ID NOs: 76 and 77). The PCR product was then cloned using "gap repair" methodology in Saccharomyces cerevisiae (Ma, et al., Gene 58:201-216, 1987) as follows. The yeast-E. coli shuttle vector pRS425::GPM::kivD::ADH which contains the GPM1 promoter (SEQ ID NO: 72), kivD coding region from Lactococcus lactis (SEQ ID NO: 71), and ADH1 terminator (SEQ ID NO: 73) (described in U.S. Patent Application Publication No. 2007/0092957 Al, Example 17) was digested with BbvCI and Pac restriction enzymes to release the kivD coding region. Approximately 1 tg of the remaining vector fragment was -56- WO 2011/159991 PCT/US2011/040842 transformed into S. cerevisiae strain BY4741 along with 1 tg of sadB PCR product. Transformants were selected on synthetic complete medium lacking leucine. The proper recombination event, generating pRS425::GPM-sadB (SEQ ID NO: 124), was confirmed by PCR using primers N142 and N459 (SEQ ID NOs: 108 and 109). Construction of pdc6:: PGPMI-sadB integration cassette and PDC6 deletion [00164] A pdc6::PGPM1-sadB-ADH1t-URA3r integration cassette was made by joining the GPM-sadB-ADHt segment (SEQ ID NO: 79) from pRS425::GPM-sadB (SEQ ID NO: 78) to the URA3r gene from pUC19-URA3r. pUC19-URA3r (SEQ ID NO:80) contains the URA3 marker from pRS426 (ATCC No. 77107) flanked by 75 bp homologous repeat sequences to allow homologous recombination in vivo and removal of the URA3 marker. The two DNA segments were joined by SOE PCR (as described by Horton, et al., Gene 77:61-68, 1989) using as template pRS425::GPM-sadB and pUC19-URA3r plasmid DNAs, with Phusion@ DNA polymerase (New England BioLabs Inc., Ipswich, MA) and primers 114117-11A through 114117-11D (SEQ ID NOs: 81, 82, 83, and 84), and 114117-13A and 114117-13B (SEQ ID NOs: 85 and 86). [00165] The outer primers for the SOE PCR (114117-13A and 114117-13B) contained 5' and 3' -50 bp regions homologous to regions upstream and downstream of the PDC6 promoter and terminator, respectively. The completed cassette PCR fragment was transformed into BY4700 (ATCC No. 200866) and transformants were maintained on synthetic complete media lacking uracil and supplemented with 2% glucose at 300C using standard genetic techniques (Methods in Yeast Genetics, 2005, Cold Spring Harbor Laboratory Press, Cold Spring Harbor, NY, pp. 201-202). Transformants were screened by PCR using primers 112590-34G and 112590-34H (SEQ ID NOs: 87 and 88), and 112590 34F and 11 2590-49E (SEQ ID NOs: 89 and 90) to verify integration at the PDC6 locus with deletion of the PDC6 coding region. The URA3r marker was recycled by plating on synthetic complete media supplemented with 2% glucose and 5 FOA at 30 0 C following standard protocols. Marker removal was confirmed by patching colonies from the 5-FOA plates onto SD-URA media to verify the -57- WO 2011/159991 PCT/US2011/040842 absence of growth. The resulting identified strain has the genotype: BY4700 pdc6::PGPM1-sadB-ADHit. Construction of pdc1:: PPDC1-ilvD integration cassette and PDC1 deletion [00166] A pdcl:: PPDC1-ilvD-FBA1t-URA3r integration cassette was made by joining the ilvD-FBA1t segment (SEQ ID NO: 91) from pLH468 (SEQ ID NO: 2) to the URA3r gene from pUC19-URA3r by SOE PCR (as described by Horton, et al., Gene 77:61-68, 1989) using as template pLH468 and pUC19-URA3r plasmid DNAs, with Phusion@ DNA polymerase (New England BioLabs Inc., Ipswich, MA) and primers 114117-27A through 114117-27D (SEQ ID NOs: 110, 111, 112, and 113). [00167] The outer primers for the SOE PCR (114117-27A and 114117-27D) contained 5' and 3' -50 bp regions homologous to regions downstream of the PDC1 promoter and downstream of the PDC1 coding sequence. The completed cassette PCR fragment was transformed into BY4700 pdc6::PGPM1-sadB ADH1t and transformants were maintained on synthetic complete media lacking uracil and supplemented with 2% glucose at 300C using standard genetic techniques (Methods in Yeast Genetics, 2005, Cold Spring Harbor Laboratory Press, Cold Spring Harbor, NY, pp. 201-202). Transformants were screened by PCR using primers 114117-36D and 135 (SEQ ID NOs: 92 and 93), and primers 112590-49E and 112590-30F (SEQ ID NOs: 90 and 94) to verify integration at the PDC1 locus with deletion of the PDC1 coding sequence. The URA3r marker was recycled by plating on synthetic complete media supplemented with 2% glucose and 5-FOA at 30 0 C following standard protocols. Marker removal was confirmed by patching colonies from the 5-FOA plates onto SD-URA media to verify the absence of growth. The resulting identified strain "NYLA67" has the genotype: BY4700 pdc6:: PGPM1-sadB-ADH1t pdcl:: PPDC1-ilvD-FBA1t. HIS3 deletion [00168] To delete the endogenous HIS3 coding region, a his3::URA3r2 cassette was PCR-amplified from URA3r2 template DNA (SEQ ID NO: 95). URA3r2 contains the URA3 marker from pRS426 (ATCC No. 77107) flanked by 500 bp - 58 - WO 2011/159991 PCT/US2011/040842 homologous repeat sequences to allow homologous recombination in vivo and removal of the URA3 marker. PCR was done using Phusion@ DNA polymerase (New England BioLabs Inc., Ipswich, MA) and primers 114117-45A and 114117 45B (SEQ ID NOs: 96 and 97) which generated a -2.3 kb PCR product. The HIS3 portion of each primer was derived from the 5' region upstream of the HIS3 promoter and 3' region downstream of the coding region such that integration of the URA3r2 marker results in replacement of the HIS3 coding region. The PCR product was transformed into NYLA67 using standard genetic techniques (Methods in Yeast Genetics, 2005, Cold Spring Harbor Laboratory Press, Cold Spring Harbor, NY, pp. 201-202) and transformants were selected on synthetic complete media lacking uracil and supplemented with 2% glucose at 300C. Transformants were screened to verify correct integration by replica plating of transformants onto synthetic complete media lacking histidine and supplemented with 2% glucose at 300C. The URA3r marker was recycled by plating on synthetic complete media supplemented with 2% glucose and 5-FOA at 300C following standard protocols. Marker removal was confirmed by patching colonies from the 5-FOA plates onto SD-URA media to verify the absence of growth. The resulting identified strain, called NYLA73, has the genotype: BY4700 pdc6:: PGPM1-sadB-ADH1t pdcl:: PPDC1-ilvD-FBA1t Ahis3. Construction of pdc5::kanMX integration cassette and PDC5 deletion [00169] A pdc5::kanMX4 cassette was PCR-amplified from strain YLR134W chromosomal DNA (ATCC No. 4034091) using Phusion@ DNA polymerase (New England BioLabs Inc., Ipswich, MA) and primers PDC5::KanMXF and PDC5::KanMXR (SEQ ID NOs: 98 and 99) which generated a -2.2 kb PCR product. The PDC5 portion of each primer was derived from the 5' region upstream of the PDC5 promoter and 3' region downstream of the coding region such that integration of the kanMX4 marker results in replacement of the PDC5 coding region. The PCR product was transformed into NYLA73 using standard genetic techniques (Methods in Yeast Genetics, 2005, Cold Spring Harbor Laboratory Press, Cold Spring Harbor, NY, pp. 201-202) and transformants were selected on YP media supplemented with 1% ethanol and geneticin (200 ptg/mL) - 59 - WO 2011/159991 PCT/US2011/040842 at 300C. Transformants were screened by PCR to verify correct integration at the PDC locus with replacement of the PDC5 coding region using primers PDC5kofor and N175 (SEQ ID NOs: 100 and 101). The identified correct transformants have the genotype: BY4700 pdc6:: PGPM1-sadB-ADH1t pdcl::PPDC1-ilvD-FBA1t Ahis3 pdc5::kanMX4. The strain was named NYLA74. Deletion of HXK2 (hexokinase I) [00170] A hxk2::URA3r cassette was PCR-amplified from URA3r2 template (described above) using Phusion@ DNA polymerase (New England BioLabs Inc., Ipswich, MA) and primers 384 and 385 (SEQ ID NOs: 102 and 103) which generated a -2.3 kb PCR product. The HXK2 portion of each primer was derived from the 5' region upstream of the HXK2 promoter and 3' region downstream of the coding region such that integration of the URA3r2 marker results in replacement of the HXK2 coding region. The PCR product was transformed into NYLA73 using standard genetic techniques (Methods in Yeast Genetics, 2005, Cold Spring Harbor Laboratory Press, Cold Spring Harbor, NY, pp. 201-202) and transformants were selected on synthetic complete media lacking uracil and supplemented with 2% glucose at 300C. Transformants were screened by PCR to verify correct integration at the HXK2 locus with replacement of the HXK2 coding region using primers N869 and N871 (SEQ ID NOs: 104 and 105). The URA3r2 marker was recycled by plating on synthetic complete media supplemented with 2% glucose and 5-FOA at 300C following standard protocols. Marker removal was confirmed by patching colonies from the 5-FOA plates onto SD-URA media to verify the absence of growth, and by PCR to verify correct marker removal using primers N946 and N947 (SEQ ID NOs: 106 and 107). The resulting identified strain named NYLA83 has the genotype: BY4700 pdc6::PGPM1 -sadB-ADH1 t pdcl:: PPDC1 -ilvD-FBA1 t Ahis3 Ahxk2. Construction of NYLA93 [00171] Described below is insertion-inactivation of endogenous PDC1, PDC5, and PDC6 genes of S. cerevisiae. PDC1, PDC5, and PDC6 genes encode the three major isozymes of pyruvate decarboxylase. The resulting PDC inactivation strain - 60 - WO 2011/159991 PCT/US2011/040842 was used as a host for expression vectors pYZ067 (SEQ ID NO: 129) and pYZ090 (SEQ ID NO: 1), the construction of which is described in U.S. Provisional Patent Application No. 61/246,844, filed September 29, 2009, herein incorporated by reference. Deletion of NAD-dependent glycerol 3-phosphate dehydrogenase [00172] A gpd2::loxP-URA3-loxP cassette was PCR-amplified from pUC19::loxP URA3-loxP plasmid template using Phusion@ DNA polymerase (New England BioLabs Inc., Ipswich, MA) and primers LA512 and LA513 (SEQ ID NOs: 8 and 9) which generated a -1.6 kb PCR product. pUC19::loxP-URA3-loxP (SEQ ID NO: 130) contains the URA3 marker from (ATCC No. 77107) flanked by loxP recombinase sites. The GPD2 portion of each primer was derived from the 5' region upstream of the GPD2 promoter and 3' region downstream of the coding region such that integration of the loxP-URA3-loxP marker results in replacement of the GPD2 coding region. The PCR product was transformed into NYLA83 using standard genetic techniques (Methods in Yeast Genetics, 2005, Cold Spring Harbor Laboratory Press, Cold Spring Harbor, NY, pp. 201-202) and transformants were selected on synthetic complete media lacking uracil and supplemented with 2% glucose at 300C. Transformants were screened by PCR to verify correct integration at the GPD2 locus with replacement of the HXK2 coding region using primers LA516 and N175 (SEQ ID NO: 132 and 101). The URA3 marker is recycled by transformation with pRS423::PGAL1-cre (SEQ ID NO: 131) and plating on synthetic complete media lacking histidine supplemented with 2% glucose at 300C. Colonies are patched onto YP (1% galactose) plates at 30 0 C to induce URA3 marker excision and are transferred onto YPD plates at 30 0 C for recovery. Removal of the URA3 marker is confirmed by patching colonies from the YPD plates onto synthetic complete media lacking uracil to verify the absence of growth. The identified correct clones have the genotype: BY4700 pdc6:: PGPM1-sadB-ADH1t pdc1:: PPDC1-iIvD-FBA1t Ahis3 Ahxk2 Agpd2::IoxP. The strain was named NYLA92. Construction of pdc5::loxP-kanMX-loxP integration cassette and PDC5 deletion - 61 - WO 2011/159991 PCT/US2011/040842 [001731 A pdc5::loxP-kanMX-loxP cassette was PCR-amplified from plasmid pUC19::loxP-kanMX-loxP (SEQ ID NO: 135) using Phusion@ DNA polymerase (New England BioLabs Inc., Ipswich, MA) and primers LA249 and LA397 (SEQ ID NOs: 136 and 137) which generated a -2.2 kb PCR product. pUC19::loxP kanMX-loxP (SEQ ID NO: 135) contains the kanMX gene from pFA6 (Wach, et al., Yeast 10:1793-1808, 1994) and K. lactis TEF1 promoter and terminator flanked by loxP recombinase sites. The PDC5 portion of each primer was derived from the 5' region upstream of the PDC5 promoter and 3' region downstream of the coding region such that integration of the loxP-kanMX-loxP marker results in replacement of the PDC5 coding region. The PCR product was transformed into NYLA92 using standard genetic techniques (Methods in Yeast Genetics, 2005, Cold Spring Harbor Laboratory Press, Cold Spring Harbor, NY, pp. 201-202) and transformants were selected on YP media supplemented with 1 % ethanol and geneticin (200 ptg/ml) at 300C. Transformants were screened by PCR to verify correct integration at the PDC5 locus with replacement of the PDC5 coding region using primers LA363 and LA364 (SEQ ID NOs: 133 and 134). The identified correct transformants have the genotype: BY4700 pdc6:: PGPMI-sadB ADHit pdc1::PPDC1-iIvD-FBA1t Ahis3 Ahxk2 Agpd2::IoxP Apdc5:loxP-kanMX loxP. The strain was named NYLA93. NYLA93 (pYZ067/pYZ090) [00174] Plasmid vectors pYZ067 and pYZ090 were simultaneously transformed into strain NYLA93 (BY4700 pdc6:: PGPM1-sadB-ADH1t pdc1:: PPDC1-iIvD-FBA1t Ahis3 Ahxk2 Agpd2::IoxP Apdc5:loxP-kanMX-loxP) using standard genetic techniques (Methods in Yeast Genetics, 2005, Cold Spring Harbor Laboratory Press, Cold Spring Harbor, NY) and the resulting strain (isobutanologen NYLA93, also referred to as NGCI-065) was maintained on synthetic complete media lacking histidine and uracil, and supplemented with 1% ethanol at 30 0 C. Expression Vector pLH468 - 62 - WO 2011/159991 PCT/US2011/040842 [00175] The pLH468 plasmid (SEQ ID NO: 2) was constructed for expression of DHAD, ketoisovalerate decarboxylase (KivD) and horse liver alcohol dehydrogenase (HADH) in yeast. [00176] Coding regions for Lactococcus lactis ketoisovalerate decarboxylase (KivD) and horse liver alcohol dehydrogenase (HADH) were synthesized by DNA2.0 based on codons that were optimized for expression in Saccharomyces cerevisiae (SEQ ID NO: 71 and 117, respectively) and provided in plasmids pKivDy-DNA2.0 and pHadhy-DNA2.0. The encoded proteins are SEQ ID NOs: 116 and 118, respectively. Individual expression vectors for KivD and HADH were constructed. To assemble pLH467 (pRS426::PTDH 3 -kivDy-TDH3t), vector pNY8 (SEQ ID NO: 120; also named pRS426.GPD-ald-GPDt, described in U.S. Patent Application Publication No. 2008/0182308, Example 17, which is herein incorporated by reference) was digested with Asc/ and Sfil enzymes, thus excising the GPD promoter and the ald coding region. A TDH3 promoter fragment (SEQ ID NO: 121) from pNY8 was PCR amplified to add an Asc/ site at the 5' end, and an Spel site at the 3' end, using 5' primer OT1068 and 3' primer OT1067 (SEQ ID NOs: 122 and 123). The Ascl/Sfil digested pNY8 vector fragment was ligated with the TDH3 promoter PCR product digested with Asc/ and Spel, and the Spel-Sfil fragment containing the codon optimized kivD coding region isolated from the vector pKivD-DNA2.0. The triple ligation generated vector pLH467 (pRS426::PTDH 3 -kivDy-TDH3t). pLH467 was verified by restriction mapping and sequencing. [00177] pLH435 (pRS425::PGPM1-Hadhy-ADH1t) was derived from vector pRS425::GPM-sadB (SEQ ID NO: 78) which is described in U.S. Provisional Patent Application No. 61/058970, Example 3, which is herein incorporated by reference. pRS425::GPM-sadB is the pRS425 vector (ATCC No. 77106) with a chimeric gene containing the GPM1 promoter (SEQ ID NO: 72), coding region from a butanol dehydrogenase of Achromobacter xylosoxidans (sadB; DNA SEQ ID NO: 69; protein SEQ ID NO: 70: disclosed in U.S. Patent Application Publication No. 2009/0269823), and ADH1 terminator (SEQ ID NO: 73). pRS425::GPMp-sadB contains Bbv/ and Pac/ sites at the 5' and 3' ends of the sadB coding region, respectively. A Nhel site was added at the 5' end of the - 63 - WO 2011/159991 PCT/US2011/040842 sadB coding region by site-directed mutagenesis using primers OT1074 and OT1075 (SEQ ID NO: 125 and 126) to generate vector pRS425-GPMp-sadB Nhel, which was verified by sequencing. pRS425::PGPM1-sadB-Nhel was digested with Nhel and Pac/ to drop out the sadB coding region, and ligated with the Nhel-Pac/ fragment containing the codon optimized HADH coding region from vector pHadhy-DNA2.0 to create pLH435. [00178] To combine KivD and HADH expression cassettes in a single vector, yeast vector pRS411 (ATCC No. 87474) was digested with Sac/ and Notl, and ligated with the Sacl-Sall fragment from pLH467 that contains the PTDH 3 -kivDy-TDH3t cassette together with the Sall-Notl fragment from pLH435 that contains the PGPM-Hadhy-ADH1t cassette in a triple ligation reaction. This yielded the vector pRS41 1::PTDH3-kivDy-PGPM1-Hadhy (pLH441), which was verified by restriction mapping. [00179] In order to generate a co-expression vector for all three genes in the lower isobutanol pathway: ilvD, kivDy and Hadhy, pRS423 FBA ilvD(Strep) (SEQ ID NO: 127) was used, which is described in U.S. Provisional Patent Application No. 61/100,792, as the source of the IlvD gene. This shuttle vector contains an F1 origin of replication (nt 1423 to 1879) for maintenance in E. coli and a 2 micron origin (nt 8082 to 9426) for replication in yeast. The vector has an FBA1 promoter (nt 2111 to 3108; SEQ ID NO: 119) and FBA terminator (nt 4861 to 5860; SEQ ID NO: 128). In addition, it carries the His marker (nt 504 to 1163) for selection in yeast and ampicillin resistance marker (nt 7092 to 7949) for selection in E. coli. The ilvD coding region (nt 3116 to 4828; SEQ ID NO: 1154 protein SEQ ID NO: 115) from Streptococcus mutans UA159 (ATCC No. 700610) is between the FBA promoter and FBA terminator forming a chimeric gene for expression. In addition there is a lumio tag fused to the ilvD coding region (nt 4829-4849). [00180] The first step was to linearize pRS423 FBA ilvD(Strep) (also called pRS423-FBA(Spel)-IlvD(Streptococcus mutans)-Lumio) with Sac/ and Sac// (with Sac// site blunt ended using T4 DNA polymerase), to give a vector with total length of 9,482 bp. The second step was to isolate the kivDy-hADHy cassette from pLH441 with Sac/ and Kpn/ (with Kpn/ site blunt ended using T4 DNA - 64 - WO 2011/159991 PCT/US2011/040842 polymerase) which gives a 6,063 bp fragment. This fragment was ligated with the 9,482 bp vector fragment from pRS423-FBA(Spel)-IlvD(Streptococcus mutans)-Lumio. This generated vector pLH468 (pRS423::PFBAI ilvD(Strep)Lumio-FBAIt-PTDH3-kiVDy-TDH3t-PGPM-hadhy-ADHlt), which was confirmed by restriction mapping and sequencing. pYZ090 and pYZ067 [00181] pYZ090 was constructed to contain a chimeric gene having the coding region of the alsS gene from Bacillus subtilis (nt position 457-2172) expressed from the yeast CUP1 promoter (nt 2-449) and followed by the CYC1 terminator (nt 2181-2430) for expression of acetolactate synthase (ALS), and a chimeric gene having the coding region of the ilvC gene from Lactococcus lactis (nt 3634 4656) expressed from the yeast ILV5 promoter (2433-3626) and followed by the ILV5 terminator (nt 4670-5292) for expression of keto-acid reductoisomerase (KARI). [00182] pYZ067 was constructed to contain the following chimeric genes: 1) the coding region of the ilvD gene from S. mutans UA159 (nt position 2260-3971) expressed from the yeast FBA1 promoter (nt 1161-2250) followed by the FBA terminator (nt 4005-4317) for expression of DHAD, 2) the coding region for HADH (nt 4680-5807) expressed from the yeast GPM promoter (nt 5819-6575) followed by the ADH1 terminator (nt 4356-4671) for expression of alcohol dehydrogenase, and 3) the coding region of the KivD gene from Lacrococcus lactis (nt 7175-8821) expressed from the yeast TDH3 promoter (nt 8830-9493) followed by the TDH3 terminator (nt 5682-7161) for expression of ketoisovalerate decarboxylase. [00183] Further, while various embodiments of the present invention have been described above, it should be understood that they have been presented by way of example only, and not limitation. It will be apparent to persons skilled in the relevant art that various changes in form and detail can be made therein without departing from the spirit and scope of the invention. Thus, the breadth and scope of the present invention should not be limited by any of the above-described exemplary embodiments, but should be defined only in accordance with the claims and their equivalents. - 65 - WO 2011/159991 PCT/US2011/040842 [00184] All publications, patents, and patent applications mentioned in this specification are indicative of the level of skill of those skilled in the art to which this invention pertains, and are herein incorporated by reference to the same extent as if each individual publication, patent, or patent application was specifically and individually indicated to be incorporated by reference. Examples [00185] The following nonlimiting examples will further illustrate the invention, in which partition coefficients of fatty acid extractants for butanol are demonstrated. It should be understood that, while the above-mentioned chemical conversions and the following examples involve corn oil as the plant-derived oil for producing fatty acid extractants, other native oils such as plant-derived oils may be used without departing from the present invention. From the above discussion and these Examples, one skilled in the art can ascertain essential characteristics of the present invention and can make various changes and modifications of the invention to adapt to various uses and conditions without departing from the present invention. [00186] As used herein, the meaning of abbreviations used was as follows: "g" means gram(s), "kg" means kilogram(s), "L" means liter(s), "mL" means milliliter(s), "mL/L" means milliliter(s) per liter, "mL/min" means milliliter(s) per min, "pL" means microliter(s), "DI" means deionized, "uM" means micrometer(s), "nM" means nanometer(s), "w/v" means weight/volume, "GC" means gas chromatograph, "OD" means optical density, "OD 600 " means optical density at a wavelength of 600 nM, "dcw" means dry cell weight, "rpm" means revolutions per minute, " C means degree(s) Celsius, " 0 C/min" means degrees Celsius per minute, "slpm" means standard liter(s) per minute, "ppm" means part per million, "pdc" means pyruvate decarboxylase enzyme followed by the enzyme number. [00187] Examples 1-6 describe exemplary methods for chemically converting corn oil into the following fatty acid extractants: hydroxylated triglycerides (Example 1), fatty amides and mixtures with fatty acids (Example 2), fatty alcohols (Example 3), fatty acids (Example 4), fatty acid methyl esters (Example 5); and fatty acid glycol esters (Example 6). Example 7 provides a series of comparative examples - 66 - WO 2011/159991 PCT/US2011/040842 of extractive fermentation experiments that were conducted using the water immiscible extractants listed in Tables 3 and 7-10, for which the performance data are summarized in Table 11. Example 1 Hydroxylated Triglycerides from Corn Oil A. Corn oil hydroxylation (63% hydroxylation) [00188] To a three-neck 500mL flask equipped with a mechanical stirrer and addition funnel was added corn oil (50.0 g), toluene (25.0 mL), Amberlyte IR-120 resin (12.5 g), and glacial acetic acid (7.5 g). The resulting mixture was heated to 600C, and then hydrogen peroxide (41.8 g of 30% H 2 0 2 in water) was added dropwise over one hour. The mixture was stirred at 600C for two hours, upon which time the reaction mixture was worked up: resin was removed by filtration, and the filtrate partitioned between ethyl acetate (75 mL) and water (50 mL). After the layers were separated, the organic layer was washed with sat. aq. NaHCO 3 solution (50 mL), and brine (50 mL). The organic layer was dried over anh. Na 2

SO

4 and concentrated in vacuo to obtain 48.9g of yellow oil. The 1 H NMR analysis of the crude reaction product showed that 63% of double bonds were epoxidized. [00189] To a 500 mL round bottom flask was added epoxidized corn oil (20.0 g), tetrahydrofuran (THF) (100.0 mL), and sulfuric acid (50 mL of 1.7 M aqueous solution). The cloudy mixture was stirred for two hours at 500C, and then worked up by partitioning between water (100 mL) and ethyl acetate (200 mL). The organic layer was washed with water (3x50 mL) and then brine (50 mL). The organic layer was dried over anh. Na 2

SO

4 and concentrated in vacuo to obtain 19.9 g of dark yellow oil (63% hydroxylation corn oil). B. Corn oil hydroxylation (47% hydroxylation) [00190] To a three-neck 500 mL flask, equipped with a mechanical stirrer and addition funnel was added corn oil (50.0 g), toluene (25.0 mL), Amberlyte IR-120 resin (12.5 g), and glacial acetic acid (7.5 g). The resulting mixture was heated to 600C, and then hydrogen peroxide (41.8 g of 30% H 2 0 2 in water) was added - 67 - WO 2011/159991 PCT/US2011/040842 dropwise over one hour. The mixture was stirred at 600C for one hour, upon which time the reaction mixture was worked up: the resin was removed by filtration, and the filtrate partitioned between ethyl acetate (75 mL) and water (50 mL). After the layers were separated, the organic layer was washed with sat. aq. NaHCO 3 solution (50 mL), and brine (50 mL). The organic layer was dried over anh. Na 2

SO

4 and concentrated in vacuo to obtain 49.8g of yellow oil. The 1 H NMR analysis of the crude reaction product showed that 47% of double bonds were epoxidized. [00191] To a 500 mL round bottom flask was added epoxidized corn oil (20.0 g), THF (100.0 mL), and sulfuric acid (50 mL of 1.7M aqueous solution). The cloudy mixture was stirred for two hours at 500C, and then worked up by partitioning between water (100 mL) and ethyl acetate (200 mL). The organic layer was washed with water (3x50 mL) and then brine (50 mL). The organic layer was dried over anh. Na 2

SO

4 and concentrated in vacuo to obtain 19.2 g of dark yellow oil (47% hydroxylation corn oil). C. Corn oil hydroxylation (28% hydroxylation) [00192] To a three-neck 500 mL flask, equipped with a mechanical stirrer and addition funnel was added corn oil (50.0 g), toluene (25.0 mL), Amberlyte IR-120 resin (12.5 g), and glacial acetic acid (7.5g). The resulting mixture was heated to 600C, and then hydrogen peroxide (41.8 g of 30% H 2 0 2 in water) was added dropwise over one hour. The mixture was stirred at 600C for two hours, upon which time the reaction mixture was worked up: the resin was removed by filtration, and the filtrate partitioned between ethyl acetate (75 mL) and water (50 mL). After the layers were separated, the organic layer was washed with sat. aq. NaHCO 3 solution (50 mL), and brine (50 mL). The organic layer was dried over anh. Na 2

SO

4 and concentrated in vacuo to obtain 47.2 g of yellow oil. The 1 H NMR analysis of the crude reaction product showed that 28% of double bonds were epoxidized. [00193] To a 500 mL round bottom flask was added epoxidized corn oil (20.0 g), THF (100.0 mL), and sulfuric acid (50 mL of 1.7M aqueous solution). The cloudy mixture was stirred for two hours at 500C, and then worked up by partitioning - 68 - WO 2011/159991 PCT/US2011/040842 between water (100 mL) and ethyl acetate (200 mL). The organic layer was washed with water (3x50 mL) and then brine (50 mL). The organic layer was dried over anh. Na 2

SO

4 and concentrated in vacuo to obtain 20.3 g of dark yellow oil (28% hydroxylation corn oil). Partition coefficient measurement [00194] To a 5 mL vial was added 0.910 g of the 67% hydroxylated corn oil, and 0.910 mL of 3wt% iBuOH water solution. The biphasic mixture was vigorously stirred using Vortex Genie@ for 10 minutes. Upon mixing, the separation of layers was aided by centrifuging the mixture using Fisher Scientific Centrific 228 centrifuge (3300 rpm) for 10 minutes. 0.100 g of both layers were taken. The organic, upper layer was diluted to 1.00 mL with toluene solution of ethylene glycol diethylether (10.1 mg/mL), and the water layer was diluted to 1.00 mL with methanol solution of ethylene glycol diethylether (10.2 mg/mL). The concentrations of i-BuOH in both phases were measured using a calibrated gas chromatograph (GC). The same procedure was repeated for 47% and 28% hydroxylated corn oil. The partition coefficient thus measured was 3.2 for the 67% hydroxylated corn oil, 2.3 for the 47% hydroxylated corn oil, and 2.1 for the 28% hydroxylated corn oil. [00195] The above outlined procedure was repeated with 6% i-BuOH water solution. The partition coefficients for 67% -, 47% -, and 28% -hydroxylated corn oils were 2.9, 2.9, and 2.0, respectively. Example 2 Fatty Amides Plus Fatty Acids, and Pure Fatty Amides from Corn Oil [00196] Corn oil was reacted with aqueous ammonium hydroxide in a manner similar to that described by Roe, et al., J. Am. Oil Chem. Soc. 29:18-22, 1952. Mazola@ corn oil (0.818 L, 755 g) was placed in a 1 gallon stainless steel reactor to which was added 1.71 L (1540 g) of aqueous ammonium hydroxide (28% as

NH

3 ). The reactor was heated with stirring to 1600C and was maintained at that temperature with stirring for 7 h during which time the pressure reached 400 psi. The reactor was cooled and the product, a creamy white solid, was removed and - 69 - WO 2011/159991 PCT/US2011/040842 the reactor rinsed with ethyl acetate. The product was dissolved in 5 L ethyl acetate and washed 5 times with 500 mL each of water which was neutralized with H 2

SO

4 . The ethyl acetate was then dried over anhydrous Na 2

SO

4 and the solvent removed on a rotary evaporator leaving a light brown soft solid. [00197] 13C NMR in CDCl 3 indicated that the product contained an approximate 2:1 ratio of fatty amide to fatty acid and that the conversion of the corn oil to product was quantitative. The product had a melting point of 57-580C, but dropped about 11 C when saturated with water. [00198] Pure corn oil fatty amide was synthesized from corn oil according to Kohlhase, et al., J. Am. Oil Chem. Soc. 48:265-270, 1971 using anhydrous ammonia with ammonium acetate as a catalyst. [00199] Three grams of ammonium acetate were placed in a 400 mL stainless steel shaker tube to which was added 51.8 g of corn oil. Anhydrous ammonia (89.7 g) was then added and the reactor sealed and heated for 7 h at 1250C during which time the pressure reached 1300 psi. The reactor was cooled, the light colored solid removed and the reactor rinsed with ethyl acetate. The product dissolved in ethyl acetate was then worked up as in the case of the fatty amide/fatty acid mixture above. [00200] Fatty acids were synthesized from corn oil by base hydrolysis using NaOH as described below in Example 4. [00201] Three preparations: (1) the 2:1 mixture of corn oil fatty amide and corn oil fatty acid from aqueous ammonia, (2) a 2:1 mixture of pure corn oil fatty amide:pure corn oil fatty acid, and (3) a 1:2 mixture of pure corn oil fatty amide:corn oil fatty acid, were all tested for their ability to extract isobutanol from a 3% solution in water. Seven hundred milligrams of each was added to 2.1 mL of water containing 3% isobutanol in a 20 mL scintillation vial and placed on a rotary shaker overnight at 300C. In all three cases, the organic phase became liquid at this temperature, indicating a further lowering of the melting point with the uptake of isobutanol. Fifty microliters of the upper phase were diluted with either 200 pL of toluene containing ethylene glycol diethylether (10.068 mg/mL) as a GC standard or 200 pL of isopropanol containing the same concentration of ethylene glycol diethylether. Fifty microliters of the lower phase was diluted with - 70 - WO 2011/159991 PCT/US2011/040842 150 pL of methanol and 50 pL of isopropanol containing the same concentration of ethylene glycol diethylether. The concentrations of isobutanol in both phases were determined using a calibrated GC. The partition coefficients measured were as follows: 3.81 for (1), 4.31 for (2), and 3.58 for (3). [00202] Fatty amide/fatty acid aqueous ammonia preparation (1), and a preparation (1a) constituted by preparation (1) mixed 1:1 with pure corn oil fatty acid (equivalent to 1:2 fatty amide:fatty acid) were incubated in shake flasks with fermentation broth containing the Saccharomyces butanologen NGCI-070 at a ratio of 3 parts broth to 1 part amide/acid mixture. Preparation (1) was a soft solid, while preparation (1a) was a liquid at 300C. Starting at a glucose concentration of 8.35 g/L, the shake flasks were then incubated for 25 h on an incubator shaker and the consumption of glucose followed as a function of time. Table 1 indicates that the fatty amide/fatty acid mixtures at both ratios were not toxic to the butanologen and even showed higher rates of glucose uptake than with oleyl alcohol. - 71 - WO 2011/159991 PCT/US2011/040842 Table 1 Flask Glucose conc. g/L) Time = 0 18 hrs 25 hrs Oleyl Alcohol 8.35 4.26 0 Oleyl Alcohol 8.35 4.46 0 2:1 Synthesized Fatty Amide:Fatty Acid Mix (Preparation (1)) 8.35 3.06 0 2:1 Synthesized Fatty Amide:Fatty Acid Mix (Preparation (1)) 8.35 3.22 0 1:1 Synthesized Fatty Amide Fatty Acid Mix:Pure Fatty Acids (Preparation (1a)) 8.35 2.73 0 1:1 Synthesized Fatty Amide Fatty Acid Mix:Pure Fatty Acids (Preparation (1a)) 8.35 2.73 0 Example 3 Fatty Alcohols from Corn Oil [00203] With reference to the reaction of Equation IV above for producing fatty alcohols from corn oil, a 22L, round-bottom flask equipped with a mechanical stirrer, reflux condenser with N 2 source, addition funnel, internal thermocouple, and rubber septum was flame-dried under nitrogen. The flask was charged with 132 g (3.30 moles) of 95% lithium aluminum hydride powder that is weighed out in a dry box and loaded into a solids addition funnel. The 22L flask was cooled with an ice bath, and 9.0 liters of anhydrous THF were added into the reactor via a cannula. The resulting slurry was cooled to 0-50C and a solution of 956 g (1.10 moles) of Wesson@ corn oil in 1.00 liter of anhydrous THF was added dropwise over 2-3 hours while holding the reaction temperature at 5-200C. After adding the corn oil, the slurry was stirred overnight at ambient temperature. When the reaction was done, as verified by TLC chromatography, it was quenched by the dropwise addition of a solution of 130 g of water dissolved in 370 mL of THF. Then 130 g of 15% aqueous NaOH solution was added followed by the addition of 400 g of water. The mixture was vigorously stirred while warming to room temperature and produced a white granular solid. The solids were filtered off - 72 - WO 2011/159991 PCT/US2011/040842 using a fritted-glass filter funnel and washed with additional THF. The THF was removed on a rotary evaporator and the residue was taken up in 3.00 liters of ethyl acetate. The product solution was washed with 2x 1.00 L of water, 1 x 1.00 L of brine, dried over Na 2

SO

4 , filtered, and concentrated in vacuo to give 836 g (97%) of fatty alcohols as yellow oil. The crude fatty alcohol mixture was then distilled (140 0 C/lmmHg), and used in the following partition coefficients experiments. Partition coefficient experiments [00204] To each of the five 5-mL vials were added 1 mL of fatty alcohol mixture, and 1 mL of 3 wt% iBuOH water solution. The biphasic mixture was vigorously stirred using Vortex Genie@ for 10, 20, 30, 40, and 60 minutes, respectively. Upon mixing, the separation of layers was aided by centrifuging the mixture using Fisher Scientific Centrific 228 centrifuge (3300 rpm) for 10 minutes. 0.100 mL of both layers were taken. The organic, upper layer was diluted to 1.00 mL with toluene solution of ethylene glycol diethylether, and the water layer was diluted to 1.00 mL with methanol solution of ethylene glycol diethylether. The concentrations of i-BuOH in both phases were measured using a calibrated GC. The partition coefficient thus measured was 2.70. [00205] The same partition coefficient measurement, as described above was run for 6 wt% i-BuOH concentration. The partition coefficient thus measured was 3.06. [00206] In the following Examples 4-6, the methods used for determination of the partition coefficients of the extractants was the quiescent method. For the quiescent method, 5 mL of either a 3% or 6% (w/v) solution of isobutanol in water was put into a vial and 5 mL of the solvent of interest was carefully added onto the top of the water solution so as not to mix the physical phases. After the indicated period of time, a sample of the clear portion of the solvent phase and of the aqueous phase were removed and analyzed for isobutanol content by GC. Any emulsion layer was ignored for this analysis. For the GC analysis, 100 uL of the sample was added to 400 uL of isopropanol. 500 uL of a solution of diethylene glycol diethyl ether (internal standard) was added and the solution was - 73 - WO 2011/159991 PCT/US2011/040842 shot on a Carbowax@ column with an FID detector and the concentration of isobutanol was determined. [00207] Other methods known in the art can also be used for determining the partition coefficients of extractants according to the present invention. For example, the shaking method can be used. As an example for the shaking method, 5 mL of either a 3% of 6% (w/v) solution of isobutanol in water can be added to a centrifuge tube along with 5 mL of the solvent of interest. The tube can be shaken vigorously for 1 minute. The tube can be then spun in a centrifuge at approx. 12500G for 15 minutes. Samples of the clear solvent layer and the clear aqueous layer can be removed and analyzed for isobutanol content by the method described above. Example 4 Corn Oil Fatty Acids [00208] Round bottom flask (5L) was equipped with a mechanical stirrer, thermocouple, heating mantle, condenser, and nitrogen tee. Charged with 500 g of food grade corn oil, 1 L of water and 75 g of sodium hydroxide. Mixture was heated to 90 0 C and held for three hours, during which time it became a single thick, emulsion-like single phase. At the end of this time, TLC shows no remaining corn oil in the mixture. The mixture was then cooled to 72 0 C and 500 mL of 25% sulfuric acid was added to acidify the mixture. It was then cooled to room temperature and 2 L of diethyl ether was added. The ether layer was washed 3x1 L with 1% sulfuric acid, 1x1 L with saturated brine, dried over MgSO 4 , and filtered. The ether was removed by rotovap and then the oil was purged with nitrogen overnight, obtaining 470 g of a yellow oil that partially crystallized overnight. Titration for free fatty acids via AOCS method Ca 5a-40 shows a fatty acid content of 95% expressed as oleic acid. A sample was silanized by reacting 104 mg with 100 uL of N-methyl-N (trimethylsilyl)trifluoroacetamide in 1 mL of dry pyridine. Gas chromatography mass spectrometry (GCMS) analysis of the silanized product shows the presence of the TMS derivatives of the 16:0, 18:2, 18:1, 18:0, and 20:0 acids. - 74 - WO 2011/159991 PCT/US2011/040842 [00209] The partition coefficient of isobutanol in the COFA/water system at an initial 6% I-BuOH concentration after 168 hours as determined by the quiescent method is 2.8. Example 5 Corn Oil Fatty Acid Methyl Esters (FAME) [00210] Round bottom flask (5L) equipped with a mechanical stirrer, thermocouple, heating mantle, condenser, and nitrogen tee. Charged with 1500 g of food grade corn oil, 1500 g of methanol, and 30 g of concentrated sulfuric acid. The mixture was refluxed for 24 hours and followed by thin layer chromatography. The reaction was then cooled and the layers were separated. The organic layer was washed 1x1 L with water, 1x1 L with saturated sodium bicarbonate, 2x1 L with water, 1x1 L with saturated brine, and then dried over MgSO 4 . The yield was 1416 g of a pale yellow oil. GCMS analysis shows the presence of the methyl esters of the acids 16:0, 18:2, 18:1, 18:0, 20:1, and 20:0. Titration for free fatty acids via AOCS method Ca 5a-40 shows a fatty acid content of 0.2% expressed as oleic acid. [00211] The partition coefficient of isobutanol in the FAME/water system at an initial 6% I-BuOH concentration after 236 hours as determined by the quiescent method is 1.06. Example 6 Corn Oil Ethylene Glycol Ester (FAGE) [00212] Round bottom flask (3L) was equipped with a mechanical stirrer, thermocouple, heating mantle, Dean-Stark trap, condenser, nitrogen purge, and nitrogen tee; and charged with 1000 g of Corn Oil Fatty Acid Methyl Ester (FAME) and 1000 g of ethylene glycol. 2 g of clean sodium is added to the mixture and it is heated to 60 0 C. After 90 minutes, the temperature was increased to 100 0 C and nitrogen is slowly sub-surface sparged into the reaction. Methanol is collected in the Dean-Stark trap. The temperature is slowly increased to 160 0 C over 3 hours and methanol continues to distill from the reaction. After another two hours, a total of 100 mL of methanol was collected. - 75 - WO 2011/159991 PCT/US2011/040842 The reaction was cooled to room temperature and was neutralized with 20 g of 25% sulfuric acid. The layers were separated and the top layer was washed with 4x200 ml of 10% calcium chloride solution. Emulsions were formed but would separate with time. The organic layer was washed with 250 mL of saturated brine, dried over MgSO 4 , and filtered to give 916 g of a clear yellow oil. Titration for free fatty acids via AOCS method Ca 5a-40 shows 2.9% of acid present expressed as oleic acid. A sample was silanized by reacting 109 mg with 100 uL of N-methyl-N-(trimethylsilyl)trifluoroacetamide in 1 ml of dry pyridine. GCMS analysis of the silanized product shows the presence of the TMS derivatives of the 16:0, 18:2, and 18:1 acids, along with the 16:0, 18:2, 18:1, and 18:0 ethylene glycol monoesters. [00213] The partition coefficient of isobutanol in the FAGE/water system at an initial 6% I-BuOH concentration after 192 hours as determined by the quiescent method is 2.3. Example 7 Comparative Fermentation Examples [00214] The materials listed in Table 2 were used in the comparative examples of Example 7. All commercial reagents were used as received. Solvents synthesized from corn oil were also used as received. Table 2 Materials Seed Flask and Fermentation Media Components - Yeast Nitrogen Base w/o amino acids, Becton Dickinson and Company - (291920) - Yeast Dropout Mix, Sigma Aldrich (Y2001) - L-Leucine, Sigma Aldrich (L8000) - L-Tryptophan, Sigma Aldrich (T0254) - Ethanol >99.5%, Sigma Aldrich (459844) - 50% w/w glucose solution - Ergosterol, Fluka (45480) - Tween 80, Sigma Aldrich (P8074) - Yeast Extract, Becton Dickinson and Company (212750) - Peptone, Becton Dickinson and Company (211820) - Nicotinic Acid, Alfa Aesar (Stock # A12683 or L02659) - Thiamine Hydrochloride, Sigma Aldrich (T4562) - 76 - WO 2011/159991 PCT/US2011/040842 Commercial Solvents - 90-95% Oleyl Alcohol, Cognis, Lot # CE81210020 - Oleic Acid, Sigma Aldrich (27728) - Isofol T M 12, Sasol North America, Lot # 65604 Synthesized Solvents (using the methods described in above Examples 2-4 and 6) - Corn Oil Fatty Acids - Corn Oil Ethylene Glycol Ester - Corn Oil Fatty Alcohols, Preparation A - Corn Oil Fatty Alcohols, Preparation B - Corn Oil Fatty Amides/ Acids - Corn Oil Fatty Amides - Corn Oil Fatty Acid Methyl Ester + 1,2-Propanediol Stock Solutions - 1OXYEP - Add 100 g/L yeast extract and 200 g/L peptone in 500 mL of warm diH 2 0 (60'C). Continue heating while bringing solution to a final volume of 1 L then filter sterilize. - 1% Ergosterol in 50:50 v/v ethanol:tween 80 - Add 10 g/L ergosterol into a warm solution (50'C) of 50:50 ethanol:tween heat until the ergosterol dissolves and filter sterilize. - 10OX Nicotinic Acid/ Thiamine Hydrochloride - Add 10 g/L nicotinic acid and 2 g/L thiamine to diH 2 0 then filter sterilize. Strains - NGCI-065 - NGCI-070 General Methods [00215] Optical density was measured using an Amersham Biosciences Ultrospec 2100 Pro spectrophotometer. Measurements were typically made at a wavelength of 600 nanometers. [002161 Glucose concentrations were measured using a YSI Life Sciences 2700 Select Biochemistry Analyzer. Fermentation samples were centrifuged at 13,200 rpm for 2 minutes in a 1.7 mL microcentrifuge tube and the aqueous supernatant analyzed for glucose concentration. [00217] Fermentation conditions: 30% p02; temperature: 300C; pH 5.5 (unless noted otherwise); initial batch glucose: 20 g/L, maintained during production. [00218] Both HPLC and GC analyses were used for the quantization of isobutanol in the aqueous phase and solvent phase respectively. Isobutanol in the aqueous - 77 - WO 2011/159991 PCT/US2011/040842 was measured after filtration through a 0.2 um nylon filter with a HPLC (Agilent 1100, Agilent, Santa Clara, CA) under the following conditions: Column: Bio-Rad, Aminex HPX-87H, No. 125-0143 Mobile Phase: 0.01 M Na 2

HPO

4 , pH=8.0 Injection Volume: 10 uL Flow Rate: 0.6 mL/min Run Time: 22.5 minutes Column Temperature: 65 0 C Detectors: Refractive Index Detector Temperature: 40 0 C UV Detection: 210 nm, 4 nm bandwidth, Ref 360 nm, 100 nm bandwidth. [00219] The solvent phase was measured with a GC (HP6890, Agilent, Santa Clara, CA) under the following conditions: Column: J&W Scientific DB Waxter (50 m X 0.32 mm ID, 1 um film) Gas Carrier: Helium 4 mL/min Injection Volume: 2 uL Make Up Flow Rate: 40 mL/min Run Time: 29 minutes Oven Temperature: 40 0 C for 5 min, 40 0 C to 230 0 C @10 C/min., 5 min 230 0 C Injector Split: 1:5 @ 250 0 C Flame Ionization Detection: 250 0 C Comparative Examples: GLNOR635A-640A of Corn Oil Derived Extractants and Their Constituents [00220] A series of comparative examples were conducted using the water immiscible extractants listed in Table 3. The extractants were added to the fermentor broth at time zero exposing the culture to the solvent for the duration of the fermentation. Isobutanol concentrations in both the aqueous phase and organic phase were measured to calculate the partitioning coefficient of the -78 - WO 2011/159991 PCT/US2011/040842 extraction solvent. Glucose utilization was used to determine the biocompatability of the microorganism to the extractant. Table 3 Composition of Extractants Used for Fermentation Examples GLNOR635-640A Example Extractant GLNOR635A Oleyl Alcohol GLNOR636A Corn Oil Fatty Acids (COFA) GLNOR637A Oleic Acid GLNOR638A Oleic Acid GLNOR639A Oleic Acid GLNOR640A Oleic Acid [00221] The fermentations were carried out as described with the strain NGCI-065. The inoculum was prepared in two stages and incubated at 30 0 C and 250 rpm in an incubator shaker (Innova 4200, New Brunswick Scientific, Edison, NJ). The first stage or pre-seed was inoculated from a frozen glycerol seed stock, two vials were placed into a 250 mL flask with 30 mL of filter sterilized pre-seed media (Table 4) and grown for 24 hours to an OD of approximately 2. 15 mL of the pre seed was then transferred to a 2L flask with 270 mL of filter sterilized seed media (Table 5) for the second stage which was incubated for 24 hours. 30 mL of filter sterilized 1OX YEP and 300 mL of filter sterilized 90-95% oleyl alcohol was then added and incubated for an additional 24 hours to a final OD of approximately 5 10 in the aqueous phase of the seed culture. For examples GLNOR639 and GLNOR640, the pH was 4.5. Table 4 Pre-seed/ Stage 1 Media Composition Pre-seed Media Components Amount per Liter Yeast Nitrogen Base w/o Amino 6.7 g Acids Yeast Dropout Mix 1.4 g L-Leucine (1% w/v Stock Soln) 20 mL L-Tryptophan (1 % w/v Stock 4 mL Soln) Ethanol 3.0 mL 50% w/w glucose solution 5.4 mL - 79 - WO 2011/159991 PCT/US2011/040842 Table 5 Seed/ Stage 2 Media Composition Seed Media Components Amount per Liter Yeast Nitrogen Base w/o Amino 6.7 g Acids Yeast Dropout Mix 2.8 g L-Leucine (1 % w/v Stock Soln) 20 mL L-Tryptophan (1 % w/v Stock 4 mL Soln) Ethanol 3.0 mL 50% w/w glucose solution 50.4 mL MES Buffer 38.4 g Additions after 24hrs of Amount per incubation Flask 1OX Yeast Extract Peptone 30 mL (1 OOg/L YE and 200g/L Peptone) 90-95% Oleyl Alcohol 300 mL [00222] Fermentation vessels (Applikon AD1 010 Bioreactor, Applikon Biotechnology, Dover, NJ) were sterilized with diH 2 0 for 30 minutes (Amsco Renaissance 3033 Revas Steam Sterilizer, Steris Corporation, Mentor, OH). Once the vessels were finished sterilization in the autoclave and cooled to 30 0 C, the sterile diH 2 O was removed and the filter sterilized fermentation media was added to a volume of 280 mL. 70 mL of the aqueous phase from the second stage seed flasks was added to the fermentation vessel for a final aqueous volume of 350 mL. Immediately after inoculation, 100 mL of 1OX YEP media supplementation was added as well as 450 mL of the respective extraction solvent for a final solvent to broth ratio of approximately 1:1. Fermentation set point conditions were temperature 30 0 C, p02 30%, pH 5.5 for GLNOR635A-638A and pH 4.5 for GLNOR639A-640A. The fermentation was sampled approximately every 8 hours from the time of inoculation to monitor glucose concentration, which was maintained between 5-20 g/L through the addition of 50% w/w glucose solution, and analyzed for isobutanol accumulation in both the aqueous phase and the extractant phase. Enough sample volume was taken at each time point to obtain a sample from both of the phases, then those samples were centrifuged in order to ensure a clean cut of each. - 80 - WO 2011/159991 PCT/US2011/040842 Table 6 Fermentation Media Composition Fermentation Media Components Amount per Liter Yeast Nitrogen Base w/o Amino 6.7 g Acids Yeast Dropout Mix 2.8 g L-Leucine (1% w/v Stock Soln) 20 mL L-Tryptophan (1 % w/v Stock Soln) 4 mL Ethanol 4.5 mL 50% w/w glucose solution 40.0 g 1% Ergosterol in 50:50 (v/v) 1.0 mL Ethanol:Tween 80 Additions Post Inoculation 1OX Yeast Extract Peptone (1OOg/L 100 mL YE and 200g/L Peptone) 90-95% Oleyl Alcohol 450 mL Comparative Examples: GLNOR661A-666A of Corn Oil Derived Extractants and Their Constituents [00223] Comparative examples GLNOR661A-666A were conducted using the water-immiscible extractants listed in Table 7. The examples in this set were performed the same as in the previous examples GLNOR635A-640A with the exception of the strain, pH, and supplement addition at time zero. Strain NGCI 070 was used, pH set point was 5.5, and 4 mL nicotinic acid/ thiamine media supplementation was added instead of 100 mL yeast extract peptone for this series of examples. Table 7 Composition of Extractants Used for Fermentation Examples GLNOR661-666A Example Extractant GLNOR661A Oleyl Alcohol GLNOR662A No Solvent GLNOR663A Corn Oil Fatty Acids GLNOR664A Corn Oil Fatty Acids GLNOR665A Oleic Acid GLNOR666A Oleic Acid - 81 - WO 2011/159991 PCT/US2011/040842 Comparative Examples: GLNOR69OA-695A of Corn Oil Derived Extractants and Their Constituents [00224] Comparative examples GLNOR69OA-695A were conducted using the water-immiscible extractants listed in Table 8. The examples in this set were performed the same as in the previous examples GLNOR661A-666A. Strain NGCI-070 was used. Table 8 Composition of Extractants Used for Fermentation Examples GLNOR690-695A Example Extractant GLNOR690A Oleyl Alcohol GLNOR691A Oleyl Alcohol GLNOR692A Corn Oil Fatty Alcohols* GLNOR693A Corn Oil Fatty Alcohols* GLNOR694A Corn Oil Ethylene Glycol Ester GLNOR695A Corn Oil Ethylene Glycol Ester *Synthesized Fatty Alcohols, Preparation A Comparative Examples GLNOR721A-726A of Corn Oil Derived Extractants and Their Constituents [00225] Comparative examples GLNOR721A-726A were conducted using the water-immiscible extractants listed in Table 9. The examples in this set were performed the same as in the previous examples GLNOR69OA-695A. Strain NGCI-070 was used. - 82 - WO 2011/159991 PCT/US2011/040842 Table 9 Composition of Extractants Used for Fermentation Examples GLNOR721-726A Example Extractant GLNOR721A Corn Oil Fatty Acid Methyl Ester + 1,2 Propanediol GLNOR722A Corn Oil Fatty Acid Methyl Ester + 1,2 Propanediol GLNOR723A Corn Oil Fatty Alcohols** GLNOR724A Corn Oil Fatty Alcohols** GLNOR725A Corn Oil Fatty Amides/ Acids* GLNOR726A Corn Oil Fatty Amides/ Acids* *2:1 Synthesized Fatty Amide:Fatty Acid Mix (Preparation (1)) of Example 2 **Synthesized Fatty Alcohols, Preparation B Comparative Examples: GLNOR749A-754A of Corn Oil Derived Extractants and Their Constituents [00226] Comparative examples GLNOR749A-754A were conducted using the water-immiscible extractants listed in Table 10. The examples in this set were performed the same as in the previous examples GLNOR721A-726A. Strain NGCI-070 was used. Table 10 Composition of Extractants Used for Fermentation Examples GLNOR749-754A Example Extractant GLNOR749A Isofol TM 12** GLNOR750A Isofol TM 12 GLNOR751A Corn Oil Fatty Acids GLNOR752A Corn Oil Fatty Acids GLNOR753A Corn Oil Fatty Amides/ Acids* GLNOR754A Corn Oil Fatty Amides/ Acids* *1:1 Synthesized Fatty Amide Fatty Acid Mix:Pure Fatty Acids (Preparation (1 a)) of Example 2 **Isofol TM 12: 2-butyl-1-octanol [00227] The performance data for the fermentation examples GLNOR635A-640A, GLNOR661A-666A, GLNOR69OA-695A, GLNOR721A-726A, GLNOR749A-754A are summarized in Table 11, which provides the aqueous isobutanol -83 - WO 2011/159991 PCT/US2011/040842 concentrations (g/L), solvent isobutanol concentrations (g/L), and solvent partition coefficients (Kp) for the exemplary corn oil derived extractants and their constituents as compared with conventional commercial solvents of oleyl alcohol and IsofolTM. Table 11 Example Solvent Aqueous Kp (g/L) (g/L) GLNOR635 21.5 6.4 3.38 GLNOR636 9.8 3.9 2.52 GLNOR637 5.6 2.1 2.64 GLNOR638 5.5 2.1 2.56 GLNOR639 3 1.2 2.54 GLNOR640 3 1.2 2.51 GLNOR661 19 5.7 3.35 GLNOR662 X 5.1 X GLNOR663 16.3 5.9 2.76 GLNOR664 12.1 4.6 2.65 GLNOR665 12 4.6 2.61 GLNOR666 12.4 4.9 2.51 GLNOR690 14.1 3.8 3.74 GLNOR691 13.6 3.6 3.77 GLNOR692 NA NA NA GLNOR693 NA NA NA GLNOR694 13.4 5 2.68 GLNOR695 12.2 4 3.07 GLNOR721 12.7 4.4 2.85 GLNOR722 11.5 4.0 2.89 GLNOR723 14.5 5.0 2.88 GLNOR724 18.0 6.3 2.87 GLNOR725 NA 6.2 NA - 84 - WO 2011/159991 PCT/US2011/040842 GLNOR726 NA NA NA GLNOR749 20.0 5.0 4.05 GLNOR750 20.1 4.8 4.22 GLNOR751 X 1.8 X GLNOR752 14.3 6.0 2.38 GLNOR753 12.0 4.3 2.81 GLNOR754 19.5 7.2 2.71 Example 8 Fatty alcohol hydroxylation (65% hydroxylation) [00228] To a three-neck 250 mL flask, equipped with a mechanical stirrer and addition funnel was added fatty alcohol mixture (43 g, 0.16mmol), toluene (25.0 mL), Amberlyte IR-120 resin (12.5 g), and glacial acetic acid (7.5g). The resulting mixture was heated to 600C, and then hydrogen peroxide (41.8 g of 30% H 2 0 2 in water) was added dropwise over 30 minutes. The mixture was stirred at 600C for two hours, upon which time the reaction mixture was worked up: the resin was removed by filtration, and the filtrate partitioned between ethyl acetate (75 mL) and water (50 mL). After the layers were separated, the organic layer was washed with sat. aq. NaHCO 3 solution (50 mL), and brine (50 mL). The organic layer was dried over anh. Na 2

SO

4 and concentrated in vacuo to obtain 50 g of yellow oil. The 1 H NMR analysis of the crude reaction product showed that 65% of double bonds were epoxidized. The resulting mixture was taken on to the next step without purification. [00229] To a 500 mL round bottom flask was added epoxidized fatty alcohols (14.5 g), THF (200.0 mL), and sulfuric acid (100 mL of 1.7M aqueous solution). The cloudy mixture was stirred at 500C overnight, and then worked up by partitioning between water (100 mL) and ethyl acetate (200 mL). The organic layer was washed with water (2xlOOmL), followed by sat. aq. NaHCO 3 solution (100 mL), and then brine (100 mL). The organic layer was dried over anh. Na 2

SO

4 and concentrated in vacuo to obtain 14.7g of thick clear liquid and white solid mixture. - 85 - WO 2011/159991 PCT/US2011/040842 Measurement of the partition coefficient [00230] To a 1 m L solution of 3% i-BuOH solution in water was added 1 mL of the hydroxylated fatty alcohol mixture, and the resulting two-phase mixture was stirred vigorously using a vortex for ten minutes. The experiment was done in duplicate, as well as on the 6% i-BuOH solution. After the mixing, the layers were separated, and the samples were taken from both layers to measure i BuOH concentration using GC (Table 12). A partition coefficient of 3.7 was observed. Table 12. Partition coefficient measurement data for i-BuOH partitioning between water and hydroxylated fatty alcohols Dilution Total i-BuOH Factor Partition Conc. Sample (Amt) (20x) Coefficient (mg/mL) Organic layer i-BuOH, 3% 1.13 22.6 3.53 29 Organic layer i-BuOH, 3% 1 20 3.45 25.8 Water layer i-BuOH, 3% 0.32 6.4 Water layer i-BuOH, 3% 0.29 5.8 Organic layer i-BuOH, 6% 2.15 43 3.91 54 Organic layer i-BuOH, 6% 1.96 39.2 3.84 49.4 Water layer i-BuOH, 6% 0.55 11 Water layer i-BuOH, 6% 0.51 10.2 3.68 [00231] While various embodiments of the present invention have been described above, it should be understood that they have been presented by way of example only, and not limitation. It will be apparent to persons skilled in the relevant art that various changes in form and detail can be made therein without departing from the spirit and scope of the invention. Thus, the breadth and scope of the present invention should not be limited by any of the above-described exemplary embodiments, but should be defined only in accordance with the following claims and their equivalents. [00232] All publications, patents and patent applications mentioned in this specification are indicative of the level of skill of those skilled in the art to which this invention pertains, and are herein incorporated by reference to the same - 86 - WO 2011/159991 PCT/US2011/040842 extent as if each individual publication, patent or patent application was specifically and individually indicated to be incorporated by reference. - 87 -

Claims (38)

1. A composition comprising: a recombinant microorganism capable of producing alcohol from a feedstock; alcohol; and at least one extractant selected from the group consisting of fatty acid, fatty alcohol, fatty amide, fatty ester, triglycerides, and mixtures thereof; wherein the extractant is produced from the feedstock.

2. The composition of claim 1, wherein the extractant comprises one or more fatty amides of the formula R(C=O)N(R')(R"), wherein R is independently selected from the group consisting of C3 to C27 alkyl groups optionally interrupted with one or more double bonds, and R' and R" are independently selected from the group consisting of hydrogen and C1-C6 alkyl groups optionally containing one or more hydroxyl groups.

3. The composition of claim 1, wherein the extractant comprises one or more fatty esters of the formula R-(C=O)-OCHR'CHR"-OH, wherein R is independently selected from the group consisting of C3 to C27 alkyl groups optionally interrupted with one or more double bonds, and R' and R" are independently selected from the group consisting of hydrogen and C1-C4 alkyl groups.

4. The composition of claim 1, wherein the extractant comprises one or more fatty esters of the formula R-(C=O)-OR', wherein R is independently selected from the group consisting of C3 to C27 alkyl groups optionally interrupted with one or more double bonds, and R' is an alkyl group of 8 carbons or less.

5. The composition of claim 1, wherein the extractant is a mixture of fatty amides, and wherein the mixture of fatty amides comprises linoleamide, oleamide, palmitamide, or stearamide. - 88 - WO 2011/159991 PCT/US2011/040842

6. The composition of claim 1, wherein the extractant is a mixture of fatty amides and fatty acids, and wherein the mixture of fatty amides and fatty acids comprises linoleamide, linoleic acid, oleamide, oleic acid, palmitamide, palmitic acid, stearamide, or stearic acid.

7. The composition of claim 1, wherein the extractant is selected from hydroxylated triglycerides, alkoxylated triglycerides, hydroxylated fatty acids, alkoxylated fatty acids, hydroxylated fatty alcohols, and alkoxylated fatty alcohols.

8. The composition of claim 1, wherein the extractant is selected from saturated fatty acids, unsaturated fatty acids, saturated fatty alcohols, unsaturated fatty alcohols, saturated fatty amides, unsaturated fatty amides, saturated fatty esters, unsaturated fatty esters, and mixtures thereof.

9. The composition of claim 1, wherein the alcohol is C1 to C8 alkyl alcohols.

10. The composition of claim 1, wherein the feedstock comprises rye, wheat, corn, cane, barley, cellulosic material, lignocellulosic material, or mixtures thereof.

11. A method for producing an extractant comprising: providing a biomass comprising oil; contacting the oil with one or more substances capable of chemically converting the oil into an extractant selected from the group consisting of fatty acids, fatty alcohols, fatty amides, fatty esters, triglycerides, and mixtures thereof, whereby at least a portion of the oil is converted to the extractant.

12. The method of claim 11, wherein the one or more substances is selected from aqueous ammonium hydroxide, anhydrous ammonia, ammonium acetate, ammonia in water, hydrogen peroxide, toluene, glacial acetic acid, lipase, and cation exchange resin.

13. The method of claim 11, wherein the extractant has a partition coefficient for a product alcohol greater than the partition coefficient of the oil for the product alcohol prior to the oil being converted to extractant. - 89 - WO 2011/159991 PCT/US2011/040842

14. The method of claim 12, wherein the product alcohol is C1 to C8 alkyl alcohols.

15. The method of claim 11, further comprising separating the oil from the biomass prior to contacting the oil with the one or more substances.

16. The method of claim 11, wherein the biomass comprises corn grain, corn cobs, crop residues such as corn husks, corn stover, grasses, wheat, rye, wheat straw, barley, barley straw, hay, rice straw, switchgrass, waste paper, sugar cane bagasse, sorghum, sugar cane, soy, components obtained from milling of grains, cellulosic material, lignocellulosic material, trees, branches, roots, leaves, wood chips, sawdust, shrubs and bushes, vegetables, fruits, flowers, animal manure, or mixtures thereof.

17. A method for producing a product alcohol comprising: (a) providing biomass comprising oligosaccharides and oil; (b) contacting the biomass with a saccharification enzyme capable of converting oligosaccharides into monosaccharides; (c) separating the oil from the biomass of (a) or (b); (d) contacting the separated oil with one or more reactants or solvents to form an extractant; (e) contacting the biomass with a fermentation broth comprising a recombinant microorganism capable of converting the monosaccharides to a product alcohol and whereby a product alcohol is produced; and (f) contacting the product alcohol with the extractant, wherein the extractant has a partition coefficient for the product alcohol that is greater than the partition coefficient of the oil of the biomass for the product alcohol.

18. The method of claim 17, wherein the extractant is selected from fatty acid, fatty alcohol, fatty amide, fatty ester, triglycerides, and mixtures thereof.

19. The method of claim 18, wherein the extractant comprises one or fatty amides of the formula R(C=O)N(R')(R"), wherein - 90 - WO 2011/159991 PCT/US2011/040842 R is independently selected from the group consisting of C3 to C27 alkyl groups optionally interrupted with one or more double bonds, and R' and R" are independently selected from the group consisting of hydrogen and C1-C6 alkyl groups optionally containing one or more hydroxyl groups.

20. The composition of claim 18, wherein the extractant comprises one or more fatty esters of the formula R-(C=O)-OCHR'CHR"-OH, wherein R is independently selected from the group consisting of C3 to C27 alkyl groups optionally interrupted with one or more double bonds, and R' and R" are independently selected from the group consisting of hydrogen and C1-C4 alkyl groups.

21. The composition of claim 18, wherein the extractant comprises one or more fatty esters of the formula R-(C=O)-OR', wherein R is independently selected from the group consisting of C3 to C27 alkyl groups optionally interrupted with one or more double bonds, and R' is an alkyl group of 8 carbons or less.

22. The method of claim 17, wherein the extractant is selected from hydroxylated triglycerides, alkoxylated triglycerides, hydroxylated fatty acids, alkoxylated fatty acids, hydroxylated fatty alcohols, and alkoxylated fatty alcohols.

23. The method of claim 17, wherein the extractant is selected from saturated fatty acids, unsaturated fatty acids, saturated fatty alcohols, unsaturated fatty alcohols, saturated fatty amides, unsaturated fatty amides, saturated fatty esters, unsaturated fatty esters, and mixtures thereof.

24. The method of claim 17, wherein the one or more reactants or solvents is selected from aqueous ammonium hydroxide, anhydrous ammonia, ammonium acetate, ammonia in water, hydrogen peroxide, toluene, glacial acetic acid, lipase, and cation exchange resin.

25. The method of claim 17, wherein the product alcohol is C1 to C8 alkyl alcohols. - 91 - WO 2011/159991 PCT/US2011/040842

26. The method of claim 17, wherein the oil comprises one or more oils selected from tallow oil, corn oil, canola oil, capric/caprylic triglycerides, castor oil, coconut oil, cottonseed oil, fish oil, jojoba oil, lard, linseed oil, neetsfoot oil, oiticica oil, palm oil, peanut oil, rapeseed oil, rice oil, safflower oil, soya oil, sunflower oil, tung oil, jatropha oil, wheat oil, rye oil, barley oil, and vegetable oil blends.

27. A method for producing a product alcohol comprising: (a) providing a fermentation broth comprising a recombinant microorganism capable of producing a product alcohol in a fermentation vessel and whereby a product alcohol is produced; (b) contacting the fermentation broth with an extractant to form a two-phase mixture comprising an aqueous phase and an organic phase, wherein the product alcohol and the oil partition into the organic phase such that the organic phase comprises the product alcohol and the oil; (c) separating the organic phase from the aqueous phase; (d) separating the product alcohol from the organic phase; and optionally steps (b) and (c) occur concurrently.

28. The method of claim 27, wherein the extractant is selected from fatty acid, fatty alcohol, fatty amide, fatty ester, triglycerides, and mixtures thereof.

29. The method of claim 28, wherein the extractant is selected from hydroxylated triglycerides, alkoxylated triglycerides, hydroxylated fatty acids, alkoxylated fatty acids, hydroxylated fatty alcohols, and alkoxylated fatty alcohols.

30. The method of claim 28, wherein the extractant is selected from saturated fatty acids, unsaturated fatty acids, saturated fatty alcohols, unsaturated fatty alcohols, saturated fatty amides, unsaturated fatty amides, saturated fatty esters, unsaturated fatty esters, and mixtures thereof.

31. The method of claim 27, wherein the product alcohol is C 1 to C8 alkyl alcohols.

32. The method of claim 27, further comprising: producing a feedstock slurry; - 92 - WO 2011/159991 PCT/US2011/040842 separating the feedstock slurry to produce (i) an aqueous layer, (ii) oil layer, and (iii) a solids layer; and feeding the aqueous layer to the fermentation vessel.

33. The method of claim 27, further comprising: contacting the oil of the oil layer with one or more substances capable of chemically converting the oil into an extractant selected from the group consisting of fatty acids, fatty alcohols, fatty amides, fatty esters, triglycerides, and mixtures thereof, whereby at least a portion of the oil is converted to the extractant.

34. The method of claim 27, wherein the extractant has a partition coefficient for the product alcohol that is greater than the partition coefficient of the oil of the oil layer for the product alcohol.

35. The method of claim 27, wherein the product alcohol is C 1 to C8 alkyl alcohols.

36. The method of claim 27, wherein the oil comprises one or more oils selected from tallow oil, corn oil, canola oil, capric/caprylic triglycerides, castor oil, coconut oil, cottonseed oil, fish oil, jojoba oil, lard, linseed oil, neetsfoot oil, oiticica oil, palm oil, peanut oil, rapeseed oil, rice oil, safflower oil, soya oil, sunflower oil, tung oil, jatropha oil, wheat oil, rye oil, barley oil, and vegetable oil blends.

37. A method for producing an extractant comprising: providing a biomass comprising oil; and converting at least a portion of the oil into an extractant selected from the group consisting of fatty acids, fatty alcohols, fatty amides, fatty esters, triglycerides, and mixtures thereof.

38. The method of claim 37, wherein converting the oil into an extractant comprises one or more of the steps of incubating the oil in the presence of tetrahydrofuran and lithium aluminum hydride; incubating the oil with sodium hydroxide; incubating the oil with sulfuric acid and methanol; incubating the oil with anhydrous ammonia in the presence of ammonium acetate; incubating the oil with ammonia in water; - 93 - WO 2011/159991 PCT/US2011/040842 contacting the oil with toluene, cation exchange resin, glacial acetic acid, lipase, and hydrogen peroxide; incubating the oil under high temperature conditions, or incubating the oil under high pressure conditions. - 94 -