CN109349497A - The biodegradation method of vomitoxin in a kind of couple of DDGS - Google Patents

The biodegradation method of vomitoxin in a kind of couple of DDGS Download PDF

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Publication number
CN109349497A
CN109349497A CN201811099702.4A CN201811099702A CN109349497A CN 109349497 A CN109349497 A CN 109349497A CN 201811099702 A CN201811099702 A CN 201811099702A CN 109349497 A CN109349497 A CN 109349497A
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koji
fermentation
throwing
parts
cooled
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王德昌
张玉国
张楠楠
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Hainan Hongyuan Biotechnology Co Ltd
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Hainan Hongyuan Biotechnology Co Ltd
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    • AHUMAN NECESSITIES
    • A23FOODS OR FOODSTUFFS; TREATMENT THEREOF, NOT COVERED BY OTHER CLASSES
    • A23LFOODS, FOODSTUFFS, OR NON-ALCOHOLIC BEVERAGES, NOT COVERED BY SUBCLASSES A21D OR A23B-A23J; THEIR PREPARATION OR TREATMENT, e.g. COOKING, MODIFICATION OF NUTRITIVE QUALITIES, PHYSICAL TREATMENT; PRESERVATION OF FOODS OR FOODSTUFFS, IN GENERAL
    • A23L5/00Preparation or treatment of foods or foodstuffs, in general; Food or foodstuffs obtained thereby; Materials therefor
    • A23L5/20Removal of unwanted matter, e.g. deodorisation or detoxification
    • A23L5/28Removal of unwanted matter, e.g. deodorisation or detoxification using microorganisms
    • AHUMAN NECESSITIES
    • A23FOODS OR FOODSTUFFS; TREATMENT THEREOF, NOT COVERED BY OTHER CLASSES
    • A23VINDEXING SCHEME RELATING TO FOODS, FOODSTUFFS OR NON-ALCOHOLIC BEVERAGES AND LACTIC OR PROPIONIC ACID BACTERIA USED IN FOODSTUFFS OR FOOD PREPARATION
    • A23V2002/00Food compositions, function of food ingredients or processes for food or foodstuffs
    • AHUMAN NECESSITIES
    • A23FOODS OR FOODSTUFFS; TREATMENT THEREOF, NOT COVERED BY OTHER CLASSES
    • A23VINDEXING SCHEME RELATING TO FOODS, FOODSTUFFS OR NON-ALCOHOLIC BEVERAGES AND LACTIC OR PROPIONIC ACID BACTERIA USED IN FOODSTUFFS OR FOOD PREPARATION
    • A23V2400/00Lactic or propionic acid bacteria
    • A23V2400/11Lactobacillus
    • A23V2400/113Acidophilus

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  • Life Sciences & Earth Sciences (AREA)
  • Microbiology (AREA)
  • Health & Medical Sciences (AREA)
  • Nutrition Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Food Science & Technology (AREA)
  • Polymers & Plastics (AREA)
  • Micro-Organisms Or Cultivation Processes Thereof (AREA)

Abstract

The invention discloses a kind of effective biodegradable methods for vomitoxin in DDGS.Compound koji is mixed by two kinds of two kinds or a kind of 15%-25% of lactobacillus acidophilus koji and saccharomyces cerevisiae koji, aspergillus niger koji and aspergillus oryzae koji or a kind of 65%-45%, bacillus subtilis koji 20%-30%.By the inoculum concentration of 3%-5%, in compound koji access DDGS, after stirring 30min, adding the ammonium sulfate solution containing 3.0%-4.2% to material moisture is 42%-48%, is stirred evenly, static fermentation 4h-20h, to in bed of material 30cm, when temperature rises to 36 DEG C -38 DEG C, turn over throwing (oxygenation) and be cooled to 30 DEG C -27 DEG C, throwing is turned in stopping.When temperature rises to 36 DEG C -38 DEG C again in bed of material 30cm, carries out turning over throwing (oxygenation) again and be cooled to 30 DEG C -27 DEG C, throwing is turned in stopping.It operates repeatedly, whole process keeps 36h-48h.When material temperature no longer rapidly rises, fermentation material is turned over into throwing and is cooled to 26 DEG C -28 DEG C, seals 20h-30h after material is smooth, compacting, when having sour taste spilling in fermentation tank, fermentative degradation termination.

Description

The biodegradation method of vomitoxin in a kind of couple of DDGS
Technical field
The present invention relates in the technical field of biodegradable grain and oil institute contaminated mold toxin, in particular to corn deep processing pair The biodegradation technique of the polluted vomitoxin of product DDGS.
Background technique
It is estimated according to FAO (Food and Agriculture Organization of the United Nation), the whole world is lost as caused by mycotoxin contamination, reaches hundreds billion of beauty every year Member, and the harm caused by people and animals is even more to be difficult to count.In recent years, mycotoxin contamination to the negative effect of husbandry sector gradually Recognized by people, external scientific research institution has begun a series of researchs of biodegrade development for mycotoxin.At home Less about the relevant research report of vomitoxin degradation bacteria and detoxication enzyme, efficient degradation vomitoxin enzyme can be produced by filtering out Bacterial strain and pass through the means such as enzyme engineering, genetic engineering obtain high efficient expression detoxication enzyme be current research direction.2015 Year, " feed industry " editorial office specially invited China Agricultural University's meter to do one with regard to the biodegradable research of domestic and international vomitoxin at professor Summary.
Meter professor etc. is in " feed industry " the 10th phase total 487th phase " vomitoxin biodegrade research of volume 36 in 2015 Progress " it talks about in a text:
Sickle-like bacteria generates a large amount of vomitoxins (DON), Polluted grains and grain.DON can cause humans and animals to be poisoned, symptom Vomiting, hemorrhage of digestive tract, inflammation are shown as, or even dead.Currently without effective detoxicating method, adsorbent is almost without work With;Physics and chemical method effect are unstable, destroy nutritional ingredient and taste.It is biodegradable DON high specificity, high-efficient, right Food nourishment composition without influence, toxin can be converted to nontoxic metabolite.Existing article report degradation feed DON's is single Bacterial strain is considerably less, more not about the application study of efficacy.The vomitoxin positive detects in Chinese mixed feed sample Rate is up to 100%, average content 0.6mg/kg.It can be strong to humans and animals when DON content is more than 1mg/kg in feed or grain Health generates harm, and therefore, Food and Drug Administration provides that DON limit standard is 1mg/kg, the Ministry of Agriculture of China in food 1mg/kg, which is also not to be exceeded, in value is provided to the limit standard of DON in animal feed.But up to the present, it does not close It is reported in the research of vomitoxin degrading enzyme, also without related the reporting using microorganism or its enzyme generated research and development feed addictive Road.Therefore, the bacterial strain for finding new efficient degradation feed DON is the Research foundation for developing DON degradation bacteria feed addictive.
China's nonruminant complete diet pellet and the fine fodder of ruminant, are substantially dregs of beans corn type.Due to price factor, Become the first choice for reducing feed cost in feed using corn deep processing byproduct substitution part corn-soybean meal.However corn adds deeply During work, the one third of corn amount is byproduct, since mycotoxin all stays on corn deep processing byproduct substantially, institute Mycotoxin is enriched with corn deep processing byproduct three times.Mycotoxin inherently exceeded corn is substituted by this product Dregs of beans, it is necessary to take strong detoxification means.Present invention efficiently solves poison is vomitted in corn deep processing byproduct-DDGS The degradation problem of element.
Summary of the invention
The technical problems to be solved by the invention: being effective biodegrade for vomitoxin in DDGS, reaches pair The detoxification purpose of DDGS.Especially in vomitoxin molecular structure " (tool is virose main for C12, C13- epoxy construction Structure basis) " it is used as the target position of biodegrade, from " catalogue of feed additive varieties " that the Ministry of Agriculture announces, screen related true Bacterium and bacterial species, by mixed fermentation technology, reach and C12 and C13 epoxy construction are degraded to C9 and C12 through scientific matching Form the purpose of double bond group (toxicity is effectively passivated).
The technical problems to be solved by the invention can be achieved through the following technical solutions:
One, " microbial fermentation antibiotic-free feed and its production of my Patent No. ZL 201010148491.6 are utilized Method " inner disclosed lactobacillus acidophilus fermentation material production method, fermentation of bacillus subtilis material production method, saccharomyces cerevisiae hair Ferment material production method, fermentation of Aspergillus niger material production method, aspergillus oryzae fermentation material production method, and Patent No. ZL in person " self-supporting repeating transmission keyboard " disclosed in 201220624896.7, production lactobacillus acidophilus koji, bacillus subtilis koji, wine brewing Yeast koji, aspergillus niger koji, aspergillus oryzae koji are spare.
Two, by two kinds or a kind of 15%-25% of lactobacillus acidophilus koji and saccharomyces cerevisiae koji, aspergillus niger koji and rice Two kinds of aspergillus koji or a kind of 65%-45%, it is spare that bacillus subtilis koji 20%-30% is mixed into compound koji.
Three, after stirring 30min, add containing 3.0%-4.2% by the inoculum concentration of 3%-5% in compound koji access DDGS Ammonium sulfate solution to material moisture be 42%-48%, be sufficiently stirred.The material stirred evenly is distributed into fermentation tank, is expected Thickness degree 80cm-120cm, (workshop is minimum need to keep room temperature at 16 DEG C or more), static fermentation 4h-20h, to bed of material 30cm It is interior, when temperature rises to 36 DEG C -38 DEG C, recycle " biofermentation disclosed in my Patent No. ZL 201410647232.6 Slot, which turns over, throws push-pull device at fixed ", turn over throwings (oxygenation) and be cooled to 30 DEG C -27 DEG C, stops turning over throwing.When in the bed of material 30cm temperature again on When rising to 36 DEG C -38 DEG C, carries out turning over throwing (oxygenation) again and be cooled to 30 DEG C -27 DEG C, throwing is turned in stopping.It operates repeatedly, whole process Keep 36h-48h.
Four, when material temperature no longer rapidly rises (fermentation process goes to stationary phase by logarithmic phase), fermentation material is turned over into throwing cooling To 26 DEG C -28 DEG C, operation biofermentation slot turns over throwing push-pull device at fixed, material is smooth, compacting.Then 20h-30h, fermentation tank are sealed In have sour taste spilling when, fermentative degradation termination.
Specific embodiment
Utilize " microbial fermentation antibiotic-free feed and its production side of my Patent No. ZL 201010148491.6 Method " inner disclosed lactobacillus acidophilus fermentation material production method, fermentation of bacillus subtilis material production method, fermentation by saccharomyces cerevisiae Expect production method, fermentation of Aspergillus niger material production method, aspergillus oryzae fermentation material production method, and Patent No. ZL in person " self-supporting repeating transmission keyboard " disclosed in 201220624896.7, production lactobacillus acidophilus koji, bacillus subtilis koji, wine brewing Yeast koji, aspergillus niger koji, aspergillus oryzae koji are spare.
Lactobacillus acidophilus koji, withered grass gemma are made using the production fermentation material method of the ZL 201010148491.6 Bacillus koji, saccharomyces cerevisiae koji, aspergillus niger koji, aspergillus oryzae koji include the following steps:
(1) lactobacillus acidophilus koji is made:
A, lactobacillus acidophilus fermentation medium is made
Take the raw material of following weight: 15 parts~25 parts of corn flour, 40 parts~50 parts of wheat bran, bean cake powder 8 parts~20 Part, 8 parts~20 parts of corn germ cake, 1 part~3 parts of yeast extract powder, contains 70%~90% water at 3 parts~8 parts of Cottonseed Meal powder 5 parts~15 parts of the corn pulp of part, 1 part~2 parts of 5 parts~15 parts of molasses, mountain flour, calcium monohydrogen phosphate 1 containing 40%~60% moisture content Part~2 parts;The raw material of acquirement is added into water, is stirred evenly, the weight ratio of the water of raw material and addition is 70~60: 30~40, is obtained To compound material;Compound material is put into high pressure steam sterilization pin, is sterilized 30 minutes~50 points under 0.1Mpa~0.12Mpa air pressure Clock;Then compound material is taken the dish out of the pot, material temperature degree to be composite is down to 25 DEG C~40 DEG C in an aseptic environment, obtains lactobacillus acidophilus culture Base;
B, lactobacillus acidophilus is cultivated
Above-mentioned lactobacillus acidophilus kind liquid is added in lactobacillus acidophilus culture medium and is inoculated with, wherein the acidophilus being added The weight ratio of lactobacillus species liquid and lactobacillus acidophilus culture medium is 1.5~2.5: 98.5~97.5, is 35 DEG C~42 in temperature DEG C anaerobic environment under cultivate 6~8 days, to viable count be greater than 1X108It is a/gram when, then under 45~50 DEG C of low temperature environments it is dry To water content≤12%, then sealed package, be kept in dark place, obtain lactobacillus acidophilus koji;
(2) bacillus subtilis koji is made:
A, fermentation of bacillus subtilis culture medium is made
Take the raw material of following weight: 15 parts~25 parts of corn flour, 30 parts~50 parts of wheat bran, bean cake powder 5 parts~15 Part, 5 parts~15 parts of Cottonseed Meal powder, 10 parts~20 parts of corn germ cake, 2 parts~5 parts of the corn pulp containing 70%~90% moisture content, 2 parts~8 parts of molasses containing 40%~60% moisture content;The raw material of acquirement is added into water, is stirred evenly, the weight of the water of raw material and addition The ratio between amount is 70~60: 30~40, obtains compound material;Compound material is put into high-pressure steam sterilizing pan, 0.1Mpa~ It sterilizes 30 minutes~50 minutes under 0.12Mpa air pressure;Then compound material is taken the dish out of the pot, material temperature degree to be composite is down in an aseptic environment 25 DEG C~40 DEG C, bacillus subtilis bacterium culture medium is made;
B, bacillus subtilis is cultivated
Above-mentioned Bacillus subtillis kind liquid is added in bacillus subtilis bacterium culture medium and is inoculated with, wherein be added The weight ratio of bacillus subtilis strain liquid and bacillus subtilis bacterium culture medium is 1.5~2.5: 98.5~97.5, is in temperature It is cultivated 2 days~3 days under 35 DEG C~42 DEG C of oxygen environment, is greater than 1X10 to bacillus subtilis viable count9It is a/gram, xylan Enzymatic activity is greater than 1.2X104It when u/g, then dries to water content≤12% under 45 DEG C~50 DEG C low temperature environments, then sealing packet It fills, be kept in dark place, obtain bacillus subtilis koji;
(3) saccharomyces cerevisiae koji is made:
A, fermentation by saccharomyces cerevisiae culture medium is made
Take the raw material of following weight: 10 parts~20 parts of corn flour, 20 parts~40 parts of wheat bran, bean cake powder 3 parts~8 Part, 5 parts~15 parts of wheat-middlings, contains 70%~90% moisture content at 8 parts~16 parts of Cottonseed Meal powder, 15 parts~25 parts of corn germ cake 2 parts~5 parts of corn pulp, 2 parts~8 parts of molasses containing 40%~60% moisture content;The raw material of acquirement is added into water, is stirred evenly, it is former The weight ratio of material and the water being added is 70~60: 30~40, obtains compound material;Compound material is put into high-pressure steam sterilizing pan In, it sterilizes 30~50 minutes under 0.1Mpa~0.12Mpa air pressure, obtains fermentation by saccharomyces cerevisiae culture medium;
B, saccharomyces cerevisiae is cultivated
Above-mentioned saccharomyces cerevisiae kind liquid is added in saccharomyces cerevisiae culture medium and is inoculated with, wherein the saccharomyces cerevisiae kind being added The weight ratio of liquid and saccharomyces cerevisiae culture medium is 1.5~2.5: 98.5~97.5, the oxygen supply ring for being 35 DEG C~42 DEG C in temperature It is cultivated 2 days~3 days under border, is greater than 1X10 to saccharomyces cerevisiae viable count9It is a/gram when, then under 45 DEG C~50 DEG C low temperature environments do It is dry to water content≤12%, then sealed package, be kept in dark place, obtain saccharomyces cerevisiae koji;
(4) aspergillus niger koji is made:
A, the raw material of following weight is taken: 10 parts~20 parts of corn flour, 30 parts~50 parts of wheat bran, 5 parts of bean cake powder~ 15 parts, 5 parts~15 parts of Cottonseed Meal powder, 12 parts~22 parts of corn germ cake, the corn pulp 2 parts~5 containing 70%~90% moisture content Part, 2 parts~8 parts of molasses containing 40%~60% moisture content;The raw material of acquirement is added into water, is stirred evenly, raw material and addition are made The weight ratio of water is 65~55: 35~45, obtains compound material;Compound material is put into high-pressure steam sterilizing pan, in 0.1Mpa It sterilizes 30 minutes~50 minutes under~0.12Mpa air pressure;Then compound material is taken the dish out of the pot, in an aseptic environment material temperature degree drop to be composite To 25 DEG C~40 DEG C, fermentation of Aspergillus niger culture medium is made;
B, aspergillus niger is cultivated
Above-mentioned aspergillus niger kind liquid is added in aspergillus niger culture medium and is carried out by kind, wherein the aspergillus niger kind liquid being added with The weight ratio of aspergillus niger culture medium is 1.5~2.5: 98.5~97.5, is trained in the case where temperature is 35 DEG C~42 DEG C of oxygen environment It supports 2 days~3 days, dries when 1,4 beta-glucanase activity is greater than 1000u/g, then under 45 DEG C~50 DEG C low temperature environments to water content ≤ 12%, then sealed package, be kept in dark place, obtain aspergillus niger koji;
(5) aspergillus oryzae koji is made:
A, the raw material of following weight is taken: 10 parts~20 parts of corn flour, 30 parts~50 parts of wheat bran, 5 parts of bean cake powder~ 15 parts, 5 parts~15 parts of Cottonseed Meal powder, 12 parts~22 parts of corn germ cake, the corn pulp 2 parts~5 containing 70%~90% moisture content Part, 2 parts~8 parts of molasses containing 40%~60% moisture content;The raw material of acquirement is added into water, is stirred evenly, raw material and addition are made The weight ratio of water is 65~55: 35~45, obtains compound material;Compound material is put into high-pressure steam sterilizing pan, in 0.1Mpa It sterilizes 30 minutes~50 minutes under~0.12Mpa air pressure;Then compound material is taken the dish out of the pot, in an aseptic environment material temperature degree drop to be composite To 25 DEG C~40 DEG C, aspergillus oryzae fermentation medium is made;
B, aspergillus oryzae is cultivated
Above-mentioned aspergillus oryzae kind liquid is added in aspergillus oryzae culture medium and is carried out by kind, wherein the aspergillus oryzae kind liquid being added with The weight ratio of aspergillus oryzae culture medium is 1.5~2.5: 98.5~97.5, is trained in the case where temperature is 35 DEG C~42 DEG C of gas supply environment Support 2 days~3 days, when proteinase activity be greater than 1500u/g when, then under 45 DEG C~50 DEG C low temperature environments dry to water content≤ 12%, then sealed package, be kept in dark place, obtain aspergillus oryzae koji.
It checks workshop temperature: keeping room temperature between 16 DEG C~30 DEG C.
The ammonium sulfate solution containing 3.0%~4.2% is got ready, between 16 DEG C~40 DEG C of solution temperature.
By two kinds or one kind 15%~25%, aspergillus niger koji and meter Qu of lactobacillus acidophilus koji and saccharomyces cerevisiae koji Two kinds of mould koji or one kind 65%~45%, it is spare that bacillus subtilis koji 20%~30% is mixed into compound koji.
DDGS sample 2kg is in case contrasting detection before multiple spot takes degradation.
After stirring 30min, add containing 3.0%-4.2%'s by the inoculum concentration of 3%-5% in compound koji access DDGS Ammonium sulfate solution to material moisture is 42%-48%, is sufficiently stirred.The material stirred evenly is distributed into fermentation tank, the bed of material Thickness 80cm-120cm, (workshop is minimum need to keep room temperature at 16 DEG C or more), static fermentation 4h-20h, to bed of material 30cm It is interior, when temperature rises to 36 DEG C -38 DEG C, recycle " biology hair disclosed in my Patent No. ZL 2,014 1 0647232.6 Ferment slot, which turns over, throws push-pull device at fixed ", turn over throwings (oxygenation) and be cooled to 30 DEG C -27 DEG C, stops turning over throwing.When temperature is again in bed of material 30cm When rising to 36 DEG C -38 DEG C, carries out turning over throwing (oxygenation) again and be cooled to 30 DEG C -27 DEG C, throwing is turned in stopping.It operates repeatedly, entire mistake Journey keeps 36h-48h.
When material temperature no longer rapidly rises (fermentation process goes to stationary phase by logarithmic phase), fermentation material is turned over into throwing and is cooled to 26 DEG C -28 DEG C, operation biofermentation slot turns over throwing push-pull device at fixed, material is smooth, be compacted.Then 20h-30h is sealed, is had in fermentation tank When sour taste overflows, fermentative degradation termination.
DDGS sample 2kg is in case contrasting detection after multiple spot takes degradation.
To degrade forward and backward DDGS sample contrasting detection, record data.
It is dried to moisture up to standard, is packed and stored.
Testing inspection data:
Title Butt vomitoxin (ppb) Butt albumen (%)
The province area X X DDGS 2670 27
DDGS after fermentation 1055 36
Conclusion: result is measured by immune affinity column-high-efficient liquid phase color law popularization, conclusion is calculated: the decline of DDGS toxin 60.5%, detoxification efficiency is obvious.Appearance color is golden yellow, fragrant odour, is suitble to partially substitute corn-soybean meal in animal and fowl fodder.

Claims (4)

1. utilizing " microbial fermentation antibiotic-free feed and preparation method thereof " of my Patent No. ZL 201010148491.6 In disclosed lactobacillus acidophilus fermentation material production method, fermentation of bacillus subtilis material production method, fermentation by saccharomyces cerevisiae material Production method, fermentation of Aspergillus niger material production method, aspergillus oryzae fermentation material production method, and Patent No. ZL in person " self-supporting repeating transmission keyboard " disclosed in 201220624896.7, production lactobacillus acidophilus koji, bacillus subtilis koji, wine brewing Yeast koji, aspergillus niger koji, aspergillus oryzae koji are spare.
2. by two kinds or a kind of 15%-25% of lactobacillus acidophilus koji and saccharomyces cerevisiae koji, aspergillus niger koji and aspergillus oryzae Two kinds of koji or a kind of 65%-45%, it is spare that bacillus subtilis koji 20%-30% is mixed into compound koji.
3. pressing the inoculum concentration of 3%-5%, in compound koji access DDGS, after stirring 30min, add the sulphur containing 3.0%-4.2% Sour aqueous ammonium to material moisture is 42%-48%, is sufficiently stirred;The material stirred evenly is distributed into fermentation tank, the bed of material is thick Spend 80cm-120cm, (workshop is minimum need to keep room temperature at 16 DEG C or more), static fermentation 4h-20h, in bed of material 30cm, When temperature rises to 36 DEG C -38 DEG C, " biofermentation slot disclosed in my Patent No. ZL 201410647232.6 is recycled Turn over and throw push-pull device at fixed ", turn over throwings (oxygenation) and be cooled to 30 DEG C -27 DEG C, stops turning over throwing;When temperature rises again in bed of material 30cm When to 36 DEG C -38 DEG C, carry out turning over throwing (oxygenation) being cooled to 30 DEG C -27 DEG C again, throwing is turned in stopping.It operates repeatedly, whole process is protected Hold 36h-48h.
4. fermentation material is turned over throwing and is cooled to 26 when material temperature no longer rapidly rises (fermentation process goes to stationary phase by logarithmic phase) DEG C -28 DEG C, operation biofermentation slot turns over throwing push-pull device at fixed, material is smooth, be compacted.Then 20h-30h is sealed, is had in fermentation tank When sour taste overflows, fermentative degradation termination.
CN201811099702.4A 2017-09-29 2018-09-14 The biodegradation method of vomitoxin in a kind of couple of DDGS Pending CN109349497A (en)

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CN114642239A (en) * 2022-03-25 2022-06-21 播恩集团股份有限公司 Method for improving DDGS nutritional quality and application thereof
CN115299527A (en) * 2021-05-08 2022-11-08 中国石油天然气股份有限公司 Method for degrading vomitoxin in DDGS feed and DDGS feed

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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115299527A (en) * 2021-05-08 2022-11-08 中国石油天然气股份有限公司 Method for degrading vomitoxin in DDGS feed and DDGS feed
CN114642239A (en) * 2022-03-25 2022-06-21 播恩集团股份有限公司 Method for improving DDGS nutritional quality and application thereof
CN114642239B (en) * 2022-03-25 2023-02-03 播恩集团股份有限公司 Method for improving DDGS nutritional quality and application thereof

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Application publication date: 20190219

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