EP1192173A1 - Marqueur genetique pour la qualite de viande, la croissance, la carcasse et les caracteristiques reproductrices du betail - Google Patents

Marqueur genetique pour la qualite de viande, la croissance, la carcasse et les caracteristiques reproductrices du betail

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Publication number
EP1192173A1
EP1192173A1 EP00932390A EP00932390A EP1192173A1 EP 1192173 A1 EP1192173 A1 EP 1192173A1 EP 00932390 A EP00932390 A EP 00932390A EP 00932390 A EP00932390 A EP 00932390A EP 1192173 A1 EP1192173 A1 EP 1192173A1
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Prior art keywords
cypllal
gene
polymorphism
dna
porcine
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German (de)
English (en)
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Douglas L. Greger
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Penn State Research Foundation
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Penn State Research Foundation
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    • C—CHEMISTRY; METALLURGY
    • C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q1/00—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/68—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
    • C12Q1/6876—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes
    • C—CHEMISTRY; METALLURGY
    • C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q2600/00—Oligonucleotides characterized by their use
    • C12Q2600/142—Toxicological screening, e.g. expression profiles which identify toxicity
    • C—CHEMISTRY; METALLURGY
    • C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q2600/00—Oligonucleotides characterized by their use
    • C12Q2600/156—Polymorphic or mutational markers

Definitions

  • This invention relates generally to the detection of genetic differences associated with growth, body composition and reproductive traits among livestock. More specifically, the invention provides compositions and methods for predicting heritability of certain traits related to steroid biosynthesis and metabolism.
  • Steroid hormones play a crucial role in the differentiation, development, growth and physiological function of most animal tissues.
  • the first and rate- limiting step in the biosynthesis of all steroid hormones is the conversion of cholesterol into pregnenolone by the cholesterol side chain cleavage enzyme p450scc.
  • the gene which encodes P450scc is termed CYPllal .
  • Cytochromes P450 are a diverse group of heme-containing mono-oxygenases (termed CYP's; see Nelson et al . , DNA Cell Biol . (1993) 12: 1-51) that catalyze a variety of oxidative conversions, notably of steroids but also of fatty acids and xenobiotics.
  • CYP's are most abundantly expressed in the testis, ovary, placenta, adrenal glands and liver.
  • reproductive organs such as testis, ovary and placenta
  • the most important steroid hormones produced are the androgens (e.g., testosterone), the estrogens (e.g., estradiol) and progestins (e.g., progesterone) .
  • the most important steroids are the mineralcorticoids (e.g., aldosterone) and the glucocorticoids (e.g., cortisol) .
  • boars rather than raising castrates (barrows) for pork would have considerable economic advantages.
  • boars and barrows gain weight at equivalent rates, boars produce carcasses containing 20- 30% less fat. Thus, boars are much more efficient at producing lean muscle.
  • boars utilize feed more efficiently than barrows (10% less feed consumed per unit of body weight) . Since feed represents the major cost in swine production, raising boars for pork would have significant economic advantages. In the United States, approximately 90 million hogs are slaughtered annually with an approximate value of $11 billion. Feed accounts for the major portion of the costs of swine production, accounting for roughly 70% of production costs.
  • Identification of the inheritance pattern (s) and genetic bases for alterations in steroid biosynthesis in livestock has utility in the production of meat, dairy and egg products of higher quality. It is an object of the present invention to provide compositions and methods for identifying such genetic alterations.
  • a polymorphic marker in the CYPllal DNA of a test subject is determined.
  • test subjects are selected from important livestock species, including without limitation, pigs, cows, chickens and sheep.
  • certain polymorphisms in the CYPllal gene are associated with increased growth, reproductive and carcass traits.
  • screening methods are provided for identifying those test subjects which possess these beneficial CYPllal alleles. Identification of such livestock facilitates the implementation of breeding programs for developing stock having these improved genetic traits.
  • nucleic acid molecules for sequence differences. These include by way of example, restriction fragment length polymorphism analysis, heteroduplex analysis, single strand conformation polymorphism analysis, denaturing gradient electrophoresis and temperature gradient electrophoresis .
  • restriction fragment length polymorphism analysis As is well known to those of skill in the art, a variety of techniques may be utilized when comparing nucleic acid molecules for sequence differences. These include by way of example, restriction fragment length polymorphism analysis, heteroduplex analysis, single strand conformation polymorphism analysis, denaturing gradient electrophoresis and temperature gradient electrophoresis .
  • the invention include by way of example, restriction fragment length polymorphism analysis, heteroduplex analysis, single strand conformation polymorphism analysis, denaturing gradient electrophoresis and temperature gradient electrophoresis .
  • CYPllal polymorphism is a restriction fragment polymorphism and the assay comprises identifying the CYPllal gene from genetic material isolated from the test subject; exposing the gene to a restriction enzyme that yields restriction fragments of the gene of varying length; separating the restriction fragments to form a restriction pattern, such as by electrophoresis or HPLC separation; and comparing the resulting restriction fragment pattern from a test subject CYPllal gene that is either known to have or not to have the desired marker. If a test subject tests positive for the marker, such a subject can be considered for inclusion in the breeding program. If the test subject does not test positive for the marker genotype, the test subject can be culled from the group and otherwise used.
  • the test subject is a pig
  • the polymorphism is in the 5'UTR of the CYPllal gene and the restriction enzyme is Sphl .
  • small testis size means a significant decrease in testis size below the mean for a given population.
  • reduced boar taint means a significant decrease in boar taint below the mean for a given population.
  • increased carcass length means a significant increase in carcass length above the mean for a given population.
  • higher rate of gain means a significant increase in rate of gain above the mean for a given population.
  • heterogen weaning weights mean an increase in weaning weight above the mean for a given population.
  • the method of the invention comprises the steps: 1) obtaining a sample of genomic DNA from a pig; and 2) analyzing the genomic DNA obtained in 1) to determine which CYPllal allele(s) is/are present.
  • a sample of genetic material is obtained from a pig, and the sample is analyzed to determine the presence or absence of a polymorphism in the CYPllal gene that is correlated with reduced boar taint, smaller testis size, increased carcass length, higher rate of gain, and/or increased weaning weight .
  • the gene is isolated by the used of primers and DNA polymerase to amplify a specific region of the gene which contains the polymorphism. Next the amplified region is digested with a restriction enzyme and fragments are separated. Visualization of the RF P pattern is by simple staining of the fragments, or by labeling the primers or the nucleoside triphosphates used in amplification.
  • the invention comprises a method for identifying a genetic marker for boar taint, testis size, carcass length, rate of gain, and/or weaning weight in a particular population.
  • pigs of the same breed or breed cross or similar genetic lineage are bred, and traits such as boar taint, testis size, carcass length, rate of gain, and/or weaning weight are determined.
  • a polymorphism in the CYPllal gene of each pig is identified and associated with the traits of boar taint, testis size, carcass length, rate of gain, and/or weaning weight.
  • RFLP analysis is used to determine the polymorphism, and most preferably, the DNA is digested with the restriction endonuclease Sphl, or other restriction endonuclease that differentially cleaves the restriction site based on the presence or absence of the polymorphism.
  • Methods are also provided to establish linkage between specific alleles of alternative DNA markers and alleles of DNA markers known to be associated with a particular gene (e.g. the CYPllal gene discussed herein) , which have been previously shown to be associated with a particular trait.
  • a particular gene e.g. the CYPllal gene discussed herein
  • selection for pigs likely to have reduced boar taint, smaller testes, increased carcass length, higher rate of gain, and/or heavier weaning weights, or alternatively to select against pigs likely to have increased boar taint, larger testes, reduced carcass length, lower rate of gain, and/or lighter weaning weights may be done indirectly, by selecting for certain alleles of a CYPllal associated marker through the selection of specific alleles of alternative markers located on the same chromosome as CYPllal.
  • the kit is a container with one or more reagents that identify a polymorphism in the pig CYPllal gene.
  • the reagent is a set of oligonucleotide primers capable of amplifying a fragment of the pig CYPllal gene that contains the polymorphism.
  • the kit further contains a restriction enzyme that cleaves the pig CYPllal gene in at least one place. In a most preferred embodiment the restriction enzyme is Sphl or one which cuts at the same recognition site.
  • the term “corresponds to” is used herein to mean that a polynucleotide sequence is homologous to all or a portion of a reference polynucleotide sequence, or that a polypeptide sequence is identical to a reference polypeptide sequence.
  • the term “complementary to” is used herein to mean that the complementary sequence is homologous to all or a portion of a reference polynucleotide sequence.
  • the nucleotide sequence "TATAC” corresponds to a reference sequence "TATAC” and is complementary to a reference sequence "GTATA” .
  • Hybridization probes may be DNA or RNA, or any synthetic nucleotide structure capable of binding in a base- specific manner to a complementary strand of nucleic acid.
  • probes include peptide nucleic acids, as described in Nielsen et al . , Science 254:1497-1500 (1991) .
  • Linkage describes the tendency of genes, alleles, loci or genetic markers to be inherited together as a result of their location on the same chromosome, and is measured by percent recombination (also called recombination fraction, or ⁇ ) between the two genes, alleles, loci or genetic markers. The closer two loci physically are on the chromosome, the lower the recombination fraction will be.
  • the recombination fraction will be zero, indicating that the disease and the disease-causing gene are always co-inherited.
  • the causative mutation is the polymorphism being tested for linkage with the disease, no recombination will be observed.
  • “Centimorgan” is a unit of genetic distance signifying linkage between two genetic markers, alleles, genes or loci, corresponding to a probability of recombination between the two markers or loci of 1% for any eiotic event.
  • Linkage disequilibrium or "allelic association” means the preferential association of a particular allele, locus, gene or genetic marker with a specific allele, locus, gene or genetic marker at a nearby chromosomal location more frequently than expected by chance for any particular allele frequency in the population.
  • oligonucleotide can be DNA or RNA, and single- or double-stranded. Oligonucleotides can be naturally occurring or synthetic, but are typically prepared by synthetic means.
  • primer refers to an oligonucleotide capable of acting as a point of initiation of DNA synthesis under conditions in which synthesis of a primer extension product complementary to a nucleic acid strand is induced, i.e., in the presence of four different nucleoside triphosphates and an agent for polymerization (i.e., DNA polymerase or reverse transcriptase) in an appropriate buffer and at a suitable temperature.
  • a primer is preferably a single- stranded oligonucleotide.
  • the appropriate length of a primer depends on the intended use of the primer but typically ranges from 15 to 30 nucleotides. Short primer molecules generally require cooler temperatures to form sufficiently stable hybrid complexes with the template.
  • a primer need not reflect the exact sequence of the template but must be sufficiently complementary to hybridize with a template.
  • the term "primer” may refer to more than one primer, particularly in the case where there is some ambiguity in the information regarding one or both ends of the target region to be amplified. For instance, if a region shows significant levels of polymorphism or mutation in a population, mixtures of primers can be prepared that will amplify alternate sequences.
  • a primer can be labeled, if desired, by incorporating a label detectable by spectroscopic, photochemical, biochemical, immunochemical, or chemical means.
  • useful labels include 32 P, fluorescent dyes, electron-dense reagents, enzymes (as commonly used in an ELISA) , biotin, or haptens and proteins for which antisera or monoclonal antibodies are available.
  • a label can also be used to "capture" the primer, so as to facilitate the immobilization of either the primer or a primer extension product, such as amplified DNA, on a solid support.
  • Chrosome 7 set in boars for example, means the two copies of chromosome 7 found in somatic cells or the one copy in germ line cells of a test subject or family member.
  • the two copies of chromosome 7 may be the same or different at any particular allele, including alleles at or near the locus of interest.
  • the chromosome 7 set may include portions of chromosome 7 collected in chromosome 7 libraries, such as plasmid, yeast, or phage libraries, as described in Sambrook et al . , Molecular Cloning, 2nd Edition, and in Mandel et al . , Science 258:103-108 (1992) .
  • Phenetrance is the percentage of individuals with a defective gene or polymorphism who show some symptoms of a trait resulting from that genetic alteration. Expressivity refers to the degree of expression of the trait (e.g., mild, moderate or severe).
  • Polymorphism refers to the occurrence of two or more genetically determined alternative sequences or alleles in a population.
  • a polymorphic marker is the locus at which divergence occurs. Preferred markers have at least two alleles, each occurring at frequency of greater than 1% .
  • a polymorphic locus may be as small as one base pair difference.
  • Polymorphic markers suitable for use in the invention include restriction fragment length polymorphisms, variable number of tandem repeats (VNTR's), hypervariable regions, minisatellites, dinucleotide repeats, trinucleotide repeats, tetranucleotide repeats, and other microsatellite sequences .
  • restriction fragment length polymorphism means a variation in DNA sequence that alters the length of a restriction fragment as described in Botstein et al., Am. J. Hum. Genet. 32:314-331 (1980).
  • the restriction fragment length polymorphism may create or delete a restriction site, thus changing the length of the restriction fragment.
  • the DNA sequence GAATTC are the six bases, together with its complementary strand CTTAAG which comprises the recognition and cleavage site of the restriction enzyme EcoRI . Replacement of any of the six nucleotides on either strand of DNA to a different nucleotide destroys the EcoRI site.
  • This RFLP can be detected by, for example, amplification of a target sequence including the polymorphism, digestion of the amplified sequence with EcoRI, and size fractionation of the reaction products on an agarose or acrylamide gel. If the only EcoRI restriction enzyme site within the amplified sequence is the polymorphic site, the target sequences comprising the restriction site will show two fragments of predetermined size, based on the length of the amplified sequence. Target sequences without the restriction enzyme site will only show one fragment, of the length of the amplified sequence. Similarly, the RFLP can be detected by probing an EcoRI digest of
  • RFLP ' s may be caused by point mutations which create or destroy a restriction enzyme site, VNTR's, dinucleotide repeats, deletions, duplications, or any other sequence-based variation that creates or deletes a restriction enzyme site, or alters the size of a restriction fragment.
  • VNTR's Very number of tandem repeats
  • the VNTR sequences are comprised of a core sequence of at least
  • VNTR's may generate restriction fragment length polymorphisms, and may additionally serve as size-based amplification product differentiation markers.
  • Microsatellite sequences comprise segments of at least about 10 base pairs of DNA consisting of a variable number of tandem repeats of short (1-6 base pairs) sequences of DNA(Clemens et al . , Am. J. Hum. Genet. 49:951-960 1991). Microsatellite sequences are generally spread throughout the chromosomal DNA of an individual . The number of repeats in any particular tandem array varies greatly from individual to individual, and thus, microsatellite sequences may serve to generate restriction fragment length polymorphisms, and may additionally serve as size-based amplification product differentiation markers.
  • Figure 1 depicts the sequence of approximately 630 base pairs of the 5 'untranslated region of the porcine CYP11A1 gene (SEQ ID NO: 1) .
  • the PCR fragment was produced using DNA extracted from porcine testis samples.
  • the primers used were forward primer (SEQ ID NO: 2) and reverse primer (SEQ ID NO: 3).
  • Figure 2 depicts the polymorphic pattern of Sphl digested PCR product. The forward and reverse primers were used in the following PCR conditions: Two minutes @ 94°C, 35 cycles of one minute @ 94°C, one minute @ 55°C, one minute @ 72 °C and a final two minutes @ 72 °C.
  • Figure 3 depicts the concentrations of submaxillary salivary gland (SMG) ⁇ -16 androstenes in boars of the CC versus the CT genotype.
  • SMG submaxillary salivary gland
  • Figure 4 is a table that shows the observed differences in various growth, carcass, and reproductive traits of CC versus CT boars.
  • the CC boars also had 5.9% increase in rate of gain and longer carcasses as well.
  • Figure 5 shows the sequence of the bovine CYPllal gene, including 948 nucleotide of the 5' UTR.
  • Figure 6 shows the sequence of the chicken CYPllal gene, including 137 nucleotide of the 5 'UTR.
  • CYPllal genes and methods are provided for diagnosing genetic alterations in the CYPllal gene associated with aberrant or increased sterioid biosynthesis in livestock.
  • polymorphic variation in CYPllal is responsible for genetic differences in testosterone production.
  • CYPllal maps to chromosome 9. This region is syntenic with porcine chromosome 7.
  • a principle cause of taint in the boar is the presence of the ⁇ -16 steroid, androstenone, which is one of many steroids produced in the boar testis. Androstenone and androstenone metabolites such as androstenol are secreted by the testis and sequestered in the submaxillary salivary glands (SMG) . During mating behavior these steroids are released into the air through the saliva and function as sexual pheromones whereby they induce estrous behavior in female pigs (sows) . Since ⁇ -16 steroids are highly lipophilic, androstenone is also stored in body fat, where its presence in high concentrations contributes to the off- flavors in pork known as boar taint.
  • Concentrations of androstenone in the fat are highly heritable.
  • a quantitative trait locus (QTL) has been identified for fat androstenone (microsatellite marker SO102), which is located on porcine chromosome 7 in the region of the swine leukocyte antigen complex (SLA) .
  • SLA swine leukocyte antigen complex
  • a particular genetic polymorphic sequence has been identified which is associated with androstenone production and boar taint.
  • a genomic search was conducted to compare 2.4 kb of the untranslated region (5'UTR) of the porcine CYPllal gene from a preselected group of boars in order to determine if polymorphisms exist which are associated with compounds which cause boar taint.
  • comparisons of the genotypes of five "high taint” and five "low taint” boars by direct sequencing of PCR products revealed the presence of one single nucleotide polymorphism (SNP) in the entire 2.4 kb 5' UTR.
  • This SNP was discovered only in boars that exhibited low concentrations of delta-16 steroids in the salivary gland, a measurement that is highly correlated with androstenone concentrations in the fat.
  • This polymorphism consists of either a thymidine (T) or a cytosine (C) at position - 155 from the start site of translation.
  • the polymorphism was located in a restriction enzyme recognition site such that the presence of the T allele would change the restriction fragment length pattern observed after digestion with specific restriction enzymes.
  • the restriction enzyme used was Sphl (New England Biolabs) . Additional restriction enzymes are available which are able to cut the same DNA sequence.
  • Presence or absence of the T allele was determined by examination of restriction digests of CYPllal 5' UTR using Sphl. Presence of the T allele, either homozygous (TT) or heterozygous (CT) , was associated with low boar taint. Presence of the CC allele was associated with high boar taint, as well as with increased testis weight, bulbourethral gland length and weight and submaxillary salivary gland weights. In addition, boars that possessed the CC allele exhibited a 5.9% improvement in rate of gain as well as longer carcasses.
  • TT homozygous
  • CT heterozygous
  • this polymorphism is associated with increased rate of gain and carcass length in addition to its effects on reproductive traits indicates that this polymorphism affects many other growth and developmental traits. Thus, presence or absence of this polymorphism may also be associated with feed efficiency and with birth weight.
  • reproductive traits such as testis weight, bulbourethral gland length and weight, submaxillary gland weight, and ⁇ -16 steroid concentrations, are all indications of a general effect on gonadal steroid production.
  • the data presented herein indicate that the presence or absence of the CYPllal polymorphism may have effects on other reproductive traits such as ovulation rate, litter size, milk production, and fertility (both male and female) . Additionally, since the adrenal gland is another site where CYPllal is expressed to produce glucocorticoid steroids such cortisol, this polymorphism may be associated with disease response traits since these traits are known to be modulated by adrenal steroids.
  • this genetic marker may also be used in combination with other genetic markers to produce favorable combinations of alleles or to select against those test subjects carrying unfavorable combinations .
  • TNFa tumor necrosis factor alpha
  • PRL prolactin
  • ER estrogen receptor
  • PARR prolactin receptor
  • Additional polymorphisms in the porcine CYPllal gene may be identified using the methods of the present invention. Such alterations may occur in the untranslated region of the gene but may also be identified in the translated region, as well as in the intronic and exonic sequences. It is likely that a subset of these changes will cause or be associated with changes in androgen function and phenotypic traits. Once such genetic alterations are identified, it is possible to introduce these or similar changes into the genome by known techniques in order to produce transgenic animals that possess a desired CYPllal genotype. The data further suggest that polymorphisms in homologous areas of CYPllal of other agriculturally important species are likely to cause or be associated with similar changes in function and phenotype.
  • the corresponding CYPllal sequences from the cow and the chicken are provided. This information facilitates genomic scanning of the 5 'UTR of the bovine or chicken CYPllal to reveal polymorphisms that are associated with growth, carcass traits, and reproduction (including milk production and egg production) .
  • kits for the practice of the methods of the invention comprise a vial, tube, or any other container which contains one or more oligonucleotides, which hybridizes to a DNA segment which DNA segment which is or is linked to the CYPllal gene. Some kits contain two such oligonucleotides, which serve as primers to amplify a segment of chromosome DNA. The segment selected for amplification can be a CYPllal gene that includes a site at which a variation is known to occur. Some kits contain a pair of oligonucleotides for detecting precharacterized variations.
  • kits contain oligonucleotides suitable for allele-specific oligonucleotide hybridization, or allele-specific amplification hybridization.
  • the kits of the invention may also contain components of the amplification system, including PCR reaction materials such as buffers and a thermostable polymerase.
  • the kit of the present invention can be used in conjunction with commercially available amplification kits, such as may be obtained from GIBCO BRL (Gaithersburg, Md. ) Stratagene (La Jolla, Calif.), Invitrogen (San Diego, Calif.), Schleicher & Schuell (Keene, N.H.), Boehringer Mannheim (Indianapolis, Ind. ) .
  • kits may optionally include positive or negative control reactions or markers, molecular weight size markers for gel electrophoresis, and the like.
  • kits usually include labeling or instructions indicating the suitability of the kits for diagnosing steroid biosynthesis alterations and indicating how the oligonucleotides are to be used for that purpose.
  • label is used generically to encompass any written or recorded material that is attached to, or otherwise accompanies the diagnostic at any time during its manufacture, transport, sale or use.
  • Linkage Analysis Determining linkage between a polymorphic marker and a locus associated with a particular phenotype is performed by mapping polymorphic markers and observing whether they co-segregate with the high taint phenotype (for example) on a chromosome in an informative meiosis. See, e.g., Kerem et al . , Science 245:1073-1080 (1989); Monaco et al . , Nature 316:842 (1985); Yamoka et al . , Neurology 40:222-226 (1990), and as reviewed in Rossiter et al., FASEB Journal 5:21-27 (1991). A single pedigree rarely contains enough informative meioses to provide definitive linkage, because families are often small and markers may be not sufficiently informative. For example, a marker may not be polymorphic in a particular family.
  • Linkage may be established by an affected sib-pairs analysis as described in Terwilliger & Ott, Handbook of Human Genetic Linkage (Johns Hopkins, Md. , 1994), Ch. 26.
  • This approach requires no assumptions to be made concerning penetrance or variant frequency, but only takes into account the data of a relatively small proportion (i.e., the SIB pairs) of all the family members whose phenotype and polymorphic markers have been determined.
  • the affected SIB pairs analysis scores each pair of affected SIBS as sharing (concordant) or not sharing (discordant) the same allelic variant of each polymorphic marker. For each marker, a probability is then calculated that the observed ratio of concordant to discordant SIB pairs would arise without linkage of the marker.
  • the likelihood ratio at a given value of ⁇ is (likelihood of data if ⁇ loci are linked at ⁇ ) / (likelihood of data if loci are unlinked) .
  • Evidence in support of linkage is usually expressed as the log 10 of this ratio and called a " lod score" for "logarithm of the odds.” For example, a lod score of 5 indicates 100,000:1 odds that the linkage being observed did not occur by chance.
  • a recombination fraction may be determined from mathematical tables. See Smith et al . , Mathematical tables for research workers in human genetics (Churchill, London, 1961) and Smith, Ann. Hum. Genet. 32:127-150 (1968). The value of ⁇ at which the lod score is the highest is considered to be the best estimate of the recombination fraction, the "maximum likelihood estimate" .
  • lod score values suggest that the two loci are linked, whereas negative values suggest that linkage is less likely (at that value of ⁇ ) than the possibility that the two loci are unlinked.
  • a combined lod score of +3 or greater is considered definitive evidence that two loci are linked.
  • a negative lod score of -2 or less is taken as definitive evidence against linkage of the two loci being compared. If there are sufficient negative linkage data, a locus can be excluded from an entire chromosome, or a portion thereof, a process referred to as exclusion mapping. The search is then focused on the remaining non-excluded chromosomal locations.
  • the data can also be subjected to haplotype analysis. This analysis assigns allelic markers between the chromosomes of an individual such that the number of recombinational events needed to account for segregation between generations is minimized. Linkage may also be established by determining the relative likelihood of obtaining observed segregation data for any two markers when the two markers are located at a recombination fraction ⁇ , versus the situation in which the two markers are not linked, and thus segregating independently .
  • Samples of patient, proband, test subject, or family member genomic DNA are isolated from any convenient source including saliva, buccal cells, hair roots, blood, cord blood, amniotic fluid, interstitial fluid, peritoneal fluid, chorionic villus, and any other suitable cell or tissue sample with intact interphase nuclei or metaphase cells.
  • the cells can be obtained from solid tissue as from a fresh or preserved organ or from a tissue sample or biopsy.
  • the sample can contain compounds which are not naturally intermixed with the biological material such as preservatives, anticoagulants, buffers, fixatives, nutrients, antibiotics, or the like.
  • Genomic DNA can also be isolated from cultured primary or secondary cell cultures or from transformed cell lines derived from any of the aforementioned tissue samples.
  • RNA can be isolated from tissues expressing the CYPllal gene as described in
  • RNA can be total cellular RNA, mRNA, poly A+ RNA, or any combination thereof.
  • the RNA is purified, but can also be unpurified cytoplasmic RNA.
  • RNA can be reverse transcribed to form DNA which is then used as the amplification template, such that the PCR indirectly amplifies a specific population of RNA transcripts. See, e.g., Sambrook, supra, Kawasaki et al . , Chapter 8 in PCR Technology, (1992) supra, and Berg et al . , Hum. Genet. 85:655-658 (1990) .
  • PCR polymerase chain reaction
  • Tissues should be roughly minced using a sterile, disposable scalpel and a sterile needle (or two scalpels) in a 5 mm Petri dish. Procedures for removing paraffin from tissue sections are described in a variety of specialized handbooks well known to those skilled in the art .
  • a target nucleic acid sequence in a sample by PCR the sequence must be accessible to the components of the amplification system.
  • One method of isolating target DNA is crude extraction which is useful for relatively large samples. Briefly, ononuclear cells from samples of blood, amniocytes from amniotic fluid, cultured chorionic villus cells, or the like are isolated by layering on sterile Ficoll-Hypaque gradient by standard procedures. Interphase cells are collected and washed three times in sterile phosphate buffered saline before DNA extraction. If testing DNA from peripheral blood lymphocytes, an osmotic shock
  • PCR testing is not performed immediately after sample collection, aliquots of 10 6 cells can be pelleted in sterile Eppendorf tubes and the dry pellet frozen at -20° C until use. The cells are resuspended (10 6 nucleated cells per
  • the amount of the above mentioned buffer with proteinase K may vary according to the size of the tissue sample.
  • the extract is incubated for 4-10 hrs at 50°- ⁇ 0° C and then at 95° C for 10 minutes to inactivate the proteinase. During longer incubations, fresh proteinase K should be added after about 4 hr at the original concentration.
  • PCR can be employed to amplify target regions from chromosome 7 in very small numbers of cells (1000- 5000) derived from individual colonies from bone marrow and peripheral blood cultures.
  • the cells in the sample are suspended in 20 ⁇ l of PCR lysis buffer (10 mM Tris- HCl (pH 8.3), 50 mM KC1, 2.5 mM MgCl 2 , 0.1 mg/ml gelatin, 0.45% NP40, 0.45% Tween 20) and frozen until use.
  • PCR PCR is to be performed, 0.6 ⁇ l of proteinase K (2 mg/ml) is added to the cells in the PCR lysis buffer.
  • the sample is then heated to about ⁇ 0° C and incubated for 1 hr . Digestion is stopped through inactivation of the proteinase K by heating the samples to 95° C for 10 min and then cooling on ice.
  • a relatively easy procedure for extracting DNA for PCR is a salting out procedure adapted from the method described by Miller et al . , Nucleic Acids Res. 16:1215 (1988) , which is incorporated herein by reference.
  • Mononuclear cells are separated on a Ficoll-Hypaque gradient. The cells are resuspended in 3 ml of lysis buffer (10 mM Tris-HCl, 400 mM NaCl, 2 mM Na 2 EDTA, pH 8.2) . Fifty ⁇ l of a 20 mg/ml solution of proteinase K and 150 ⁇ l of a 20% SDS solution are added to the cells and then incubated at 37° C overnight.
  • the contents of the tube are mixed gently until the water and the alcohol phases have mixed and a white DNA precipitate has formed.
  • the DNA precipitate is removed and dipped in a solution of 70% ethanol and gently mixed.
  • the DNA precipitate is removed from the ethanol and air-dried.
  • the precipitate is placed in distilled water and dissolved.
  • Kits for the extraction of high-molecular weight DNA for PCR include a Genomic Isolation Kit A.S.A.P. (Boehringer Mannheim, Indianapolis, Ind. ) , Genomic DNA Isolation System (GIBCO BRL, Gaithersburg, Md.), Elu- Quik DNA Purification Kit (Schleicher & Schuell, Keene, N.H.), DNA Extraction Kit (Stratagene, La Jolla, Calif.), TurboGen Isolation Kit (Invitrogen, San Diego, Calif.), and the like. Use of these kits according to the manufacturer's instructions is generally acceptable for purification of DNA prior to practicing the methods of the present invention.
  • the concentration and purity of the extracted DNA can be determined by spectrophotometric analysis of the absorbance of a diluted aliquot at 260 nm and 280 nm.
  • PCR amplification may proceed.
  • the first step of each cycle of the PCR involves the separation of the nucleic acid duplex formed by the primer extension. Once the strands are separated, the next step in PCR involves hybridizing the separated strands with primers that flank the target sequence . The primers are then extended to form complementary copies of the target strands .
  • the primers are designed so that the position at which each primer hybridizes along a duplex sequence is such that an extension product synthesized from one primer, when separated from the template (complement) , serves as a template for the extension of the other primer.
  • the cycle of denaturation, hybridization, and extension is repeated as many times as necessary to obtain the desired amount of amplified nucleic acid.
  • strand separation is achieved by heating the reaction to a sufficiently high temperature for an sufficient time to cause the denaturation of the duplex but not to cause an irreversible denaturation of the polymerase (see U.S. Pat. No. 4,965,188, incorporated herein by reference) .
  • Typical heat denaturation involves temperatures ranging from about 80° C to 105° C for times ranging from seconds to minutes .
  • Strand separation can be accomplished by any suitable denaturing method including physical, chemical, or enzymatic means.
  • Strand separation may be induced by a helicase, for example, or an enzyme capable of exhibiting helicase activity.
  • the enzyme RecA has helicase activity in the presence of ATP.
  • reaction conditions suitable for strand separation by helicases are known in the art (see Kuhn Hoffman- Berling, 1978, CSH-Quantitative Biology, 43:63-67; and Radding, 1982, Ann. Rev. Genetics 16:405-436, each of which is incorporated herein by reference) .
  • Template-dependent extension of primers in PCR is catalyzed by a polymerizing agent in the presence of adequate amounts of four deoxyribonucleotide triphosphates (typically dATP, dGTP, dCTP, and dTTP) in a reaction medium comprised of the appropriate salts, metal cations, and pH buffering systems.
  • Suitable polymerizing agents are enzymes known to catalyze template-dependent DNA synthesis.
  • the target regions may encode at least a portion of a protein expressed by the cell.
  • mRNA may be used for amplification of the target region.
  • PCR can be used to generate a cDNA library from RNA for further amplification, the initial template for primer extension is RNA.
  • Polymerizing agents suitable for synthesizing a complementary, copy- DNA (cDNA) sequence from the RNA template are reverse transcriptase (RT) , such as avian myeloblastosis virus RT, Moloney murine leukemia virus RT, or Thermus thermophilus (Tth) DNA polymerase, a thermostable DNA polymerase with reverse transcriptase activity marketed by Perkin Elmer Cetus, Inc.
  • RT reverse transcriptase
  • Tth Thermus thermophilus
  • the genomic RNA template is heat degraded during the first denaturation step after the initial reverse transcription step leaving only DNA template.
  • Suitable polymerases for use with a DNA template include, for example, E.
  • coli DNA polymerase I or its Klenow fragment T4 DNA polymerase, Tth polymerase, and Taq polymerase, a heat-stable DNA polymerase isolated from Thermus aquaticus and commercially available from Perkin Elmer Cetus, Inc.
  • the latter enzyme is widely used in the amplification and sequencing of nucleic acids.
  • the reaction conditions for using Taq polymerase are known in the art and are described in Gelfand, 1989, PCR Technology, supra. 4. Allele Specific PCR
  • Allele-specific PCR differentiates between chromosome 7 target regions differing in the presence or absence of a variation or polymorphism.
  • PCR amplification primers are chosen which bind only to certain alleles of the target sequence.
  • amplification products are generated from those chromosome 7 sets which contain the primer binding sequence, and no amplification products are generated in chromosome 7 sets without the primer binding sequence. This method is described by Gibbs, Nucleic Acid Res. 17:12427-2448 (1989) .
  • Oligonucleotide (ASO) screening methods employ the allele-specific oligonucleotide (ASO) screening methods, as described by Saiki et al . , Nature 324:163-166 (1986). Oligonucleotides with one or more base pair mismatches are generated for any particular allele. ASO screening methods detect mismatches between variant target genomic or PCR amplified DNA and non-mutant oligonucleotides, showing decreased binding of the oligonucleotide relative to a mutant oligonucleotide. Oligonucleotide probes can be designed that under low stringency will bind to both polymorphic forms of the allele, but which at higher stringency, bind to the allele to which they correspond.
  • ASO allele-specific oligonucleotide
  • stringency conditions can be devised in which an essentially binary response is obtained, i.e., an ASO corresponding to a variant form of the CYPllal gene will hybridize to that allele, and not to the wildtype allele.
  • Target regions of a test subject's DNA can be compared with target regions in unaffected and affected family members by ligase-mediated allele detection.
  • Ligase may also be used to detect point mutations in the ligation amplification reaction described in Wu et al . , Genomics 4:560-569 (1989).
  • the ligation amplification reaction (LAR) utilizes amplification of specific DNA sequence using sequential rounds of template dependent ligation as described in Wu, supra, and Barany, Proc . Nat. Acad. Sci . 88:189-193 (1990).
  • Amplification products generated using the polymerase chain reaction can be analyzed by the use of denaturing gradient gel electrophoresis. Different alleles can be identified based on the different sequence-dependent melting properties and electrophoretic migration of DNA in solution. DNA molecules melt in segments, termed melting domains, under conditions of increased temperature or denaturation. Each melting domain melts cooperatively at a distinct, base-specific melting temperature (Tm) . Melting domains are at least 20 base pairs in length, and may be up to several hundred base pairs in length. Differentiation between alleles based on sequence specific melting domain differences can be assessed using polyacrylamide gel electrophoresis, as described in Chapter 7 of Erlich, ed. , PCR Technology, Principles and Applications for DNA Amplification, W.H.
  • a target region to be analyzed by denaturing gradient gel electrophoresis is amplified using PCR primers flanking the target region.
  • the amplified PCR product is applied to a polyacrylamide gel with a linear denaturing gradient as described in Myers et al., Meth. Enzymol . 155:501-527 (1986), and Myers et al . , in Genomic Analysis, A Practical Approach, K. Davies Ed. IRL Press Limited, Oxford, pp. 95-139 (1988) , the contents of which are hereby incorporated by reference.
  • the electrophoresis system is maintained at a temperature slightly below the Tm of the melting domains of the target sequences .
  • the target sequences may be initially attached to a stretch of GC nucleotides, termed a GC clamp, as described in Chapter 7 of Erlich, supra.
  • a GC clamp a stretch of GC nucleotides
  • at least 80% of the nucleotides in the GC clamp are either guanine or cytosine.
  • the GC clamp is at least 30 bases long. This method is particularly suited to target sequences with high Tm's.
  • the target region is amplified by the polymerase chain reaction as described above.
  • One of the oligonucleotide PCR primers carries at its 5 ' end, the GC clamp region, at least 30 bases of the GC rich sequence, which is incorporated into the 5' end of the target region during amplification.
  • the resulting amplified target region is run on an electrophoresis gel under denaturing gradient conditions as described above. DNA fragments differing by a single base change will migrate through the gel to different positions, which may be visualized by ethidium bromide staining.
  • Temperature gradient gel electrophoresis is based on the same underlying principles as denaturing gradient gel electrophoresis, except the denaturing gradient is produced by differences in temperature instead of differences in the concentration of a chemical denaturant .
  • Standard TGGE utilizes an electrophoresis apparatus with a temperature gradient running along the electrophoresis path. As samples migrate through a gel with a uniform concentration of a chemical denaturant, they encounter increasing temperatures.
  • An alternative method of TGGE, temporal temperature gradient gel electrophoresis uses a steadily increasing temperature of the entire electrophoresis gel to achieve the same result.
  • Target sequences or alleles at the CYPllal locus can be differentiated using single-strand conformation polymorphism analysis, which identifies base differences by alteration in electrophoretic migration of single stranded PCR products, as described in Orita et al . , Proc. Nat. Acad. Sci. 86:2766-2770 (1989).
  • Amplified PCR products can be generated as described above, and heated or otherwise denatured, to form single stranded amplification products.
  • Single-stranded nucleic acids may refold or form secondary structures which are partially dependent on the base sequence.
  • electrophoretic mobility of single-stranded amplification products can detect base-sequence difference between alleles or target sequences.
  • heterohybrid means a DNA duplex strand comprising one strand of DNA from one person, usually the patient, and a second DNA strand from another person, usually an affected or unaffected family member. Positive selection for heterohybrids free of mismatches allows determination of small insertions, deletions or other polymorphisms that may be associated with alterations in androgen metabolism.
  • Hybridization probes are generally oligonucleotides which bind through complementary base pairing to all or part of a target nucleic acid. Probes typically bind target sequences lacking complete complementarity with the probe sequence depending on the stringency of the hybridization conditions.
  • the probes are preferably labeled directly or indirectly, such that by assaying for the presence or absence of the probe, one can detect the presence or absence of the target sequence. Direct labeling methods include radioisotope labeling, such as with 32 P or 35 S .
  • Indirect labeling methods include fluorescent tags, biotin complexes which may be bound to avidin or streptavidin, or peptide or protein tags.
  • Visual detection methods include photoluminescents, Texas red, rhodamine and its derivatives, red leuco dye and 3, 3', 5, 5 ' -tetramethylbenzidine (TMB) , fluorescein, and its derivatives, dansyl , umbelliferone and the like or with horse radish peroxidase, alkaline phosphatase and the like.
  • Hybridization probes include any nucleotide sequence capable of hybridizing to the porcine chromosome where CYPllal resides, and thus defining a genetic marker linked to CYPllal, including a restriction fragment length polymorphism, a hypervariable region, repetitive element, or a variable number tandem repeat.
  • Hybridization probes can be any gene or a suitable analog. Further suitable hybridization probes include exon fragments or portions of cDNAs or genes known to map to the relevant region of the chromosome .
  • Preferred tandem repeat hybridization probes for use according to the present invention are those that recognize a small number of fragments at a specific locus at high stringency hybridization conditions, or that recognize a larger number of fragments at that locus when the stringency conditions are lowered.
  • a genetic marker has been identified and characterized which is associated with improved meat quality and improved growth and carcass traits in pigs.
  • the following materials and methods were utilized in the practice of Example I .
  • Testis tissue samples were obtained from fifty Yorkshire boars for which growth, carcass, and boar taint data had previously been collected. Boars were weaned at approximately 10 weeks of age, assigned to pens, and fed a standard grower-finisher diet to a final weight of approximately 120 kg. Boars were killed by electrical stunning and exsanguination at the Penn State University meats Laboratory. Testes, bulbourethral glands and submaxillary salivary glands were collected, trimmed, and weighed. Carcasses were weighed and then chilled overnight. The following day data were collected for standard carcass measurements such as carcass length, loin eye area, fat depth and marbling.
  • the assay for submaxillary salivary gland delta-16- androstenes was adapted from a procedure developed by Squires (J. Animal Sci. 69: 1092-1100, 1991). Briefly, submaxillary salivary glands were trimmed and minced in a food processor (Cusinart) and one gram of minced tissue was placed in a 50 ml test tube. Methanol (5 ml) was added and the mixture was homogenized for 30 sec by Polytron. Samples were placed in a centrifuge for 5 min @ 2800 rpm. Three ml of distilled water were added to 3 ml of the supernatant and mixed by vortexing. Six ml of hexane were added to extract the delta-16-androstenes .
  • the mixture was vortexed and allowed to stand for 5 min for the phases to separate.
  • Three milliliters of the organic phase were transferred to a glass culture tube and the extract was dried under nitrogen while in a water bath (30°C) .
  • Color reagents were added (.5 ml of .5% resorcylaldehyde in glacial acetic acid plus .5 ml of 5% sulfuric acid in glacial acetic acid) .
  • the tubes were placed in a heat block for 10 min at 95 C. Development of a violet color, an index of the presence of delta-16-androstenes, was measured by pipetting 100 ⁇ l of the test solution into a well in a 96-well microplate.
  • Testis tissue samples were obtained from storage (-20°C) for ten boars: five that had the highest concentrations of ⁇ l ⁇ -androstenes (high boar taint) and five that had the lowest concentrations of ⁇ 16- androstenes (low boar taint) .
  • DNA was extracted by
  • Proteinase K digestion Approximately 50 mg of testis tissue was wrapped in aluminum foil and frozen in liquid nitrogen. The sample was then pulverized and approximately 20 mg was placed in a microfuge tube with .5 ml digestion buffer (50 mM Tris, pH 8.5; ImM EDTA; 0.5% Tween 20; 200 ⁇ g/ml proteinase K (Gibco Life Technologlies, Grand Island, NY) . Proteinase K was stored at -20°C in stock solution (20 mg/ml proteinase K; 1-mM Tris-HCl, pH 7.5 ; 20 mM calcium chloride, and 5% glycerol) . The samples were suspended in digestion buffer and placed in a water bath @ 55 °C for 3 hours.
  • Reactions were performed using lOx buffer (w/MgCl 2 ) ; dNTP's (10 nmol) ; primer CYPscc Forl (20 pmol) ;primer CYPscc Revl (20 pmol) ; Taq polymerase ; ddH 2 0 and DNA template (1:10 dilution of Proteinase K digested sample, approximately 100 ng) .
  • PCR products were analyzed by agarose gel electrophoresis, and the -600 bp bands cut out of the agarose gel and purified using the QIAquick gel extraction kits (QIAGEN Inc., Valencia CA) .
  • the nucleotide sequences of each of the forty PCR products was determined in both forward and reverse directions using an ABI Prism Model 377 Sequencer (Perkin Elmer, CA) at the Penn State Nucleic Acid Facility, PSU Biotechnology Institute.
  • the sequences of the PCR products were aligned manually and examined for differences between the ten animals. While there were 37 differences in the samples when compared with the published sequence (Urban et al . , 1994, supra) , there was only one base pair that varied among this group of animals.
  • Presence or absence of the T allele in the DNA samples from the full group of fifty boars was determined by Restriction Fragment Length Polymorphism analysis involving examination of restriction digests of CYPllal 5 'UTR using Sphl. For exemplary gel, see Figure 2. Presence of the T allele, either homozygous (TT) or heterozygous (CT) was associated with low boar taint. Presence of the CC allele was associated with high boar taint, as well as with increased testis weight, increased bulbolurethral gland length and weight, and increased submaxillary salivary gland weight. See
  • boars that possessed the CC allele exhibited a 5.9% improvement in rate of gain, and had greater amounts of lean muscle as evidenced by longer carcasses, and tended to have less fat as determined by backfat depth measurements .
  • Boars with the CC allele also tended to have higher concentrations of serum testosterone in blood samples taken at slaughter.
  • the identification and characterization of the CYPllal polymorphism in pigs facilitates the characterization of the corresponding polymorphism in bovines which are associated with improved reproductive and carcass traits.
  • the bovine CYPllal sequence is provided in Figure 5.
  • a suitable primer set for amplifying the bovine homologue of the 5 ' UTR for the CYPllal gene has the following sequences: Sense: 5'-GCAGATGTCCCTGGTGATTC-3 ' ; and Antisense: 5 ' -TGAACGGAGGGGAAGCC-3 ' .
  • FIG. 6 depicts the CYPllal gene from chicken.
  • the cDNA sequence provided in Figure 6 is utilized as the basis for 5' rapid amplification of cDNA ends (RACE) using a kit from Clontech containing RACE- ready cDNA prepared from chicken. Clones obtained from this RACE approach yield 5 ' end points of the chicken CYPllal sequence for further analysis of genetic changes in the 5 'UTR associated with improved reproductive and carcass traits.

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Abstract

L'invention concerne des compositions et des procédés permettant l'identification des polymorphismes associés à la croissance et aux caractéristiques de reproduction du bétail.
EP00932390A 1999-05-13 2000-05-15 Marqueur genetique pour la qualite de viande, la croissance, la carcasse et les caracteristiques reproductrices du betail Withdrawn EP1192173A1 (fr)

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US6569629B1 (en) * 2001-10-11 2003-05-27 The Ohio State University Research Foundation Gene markers for beef marbling and tenderness
WO2004061125A2 (fr) 2002-12-31 2004-07-22 Mmi Genomics, Inc. Compositions, procedes et systemes d'inference concernant des caracteristiques de bovins
AU2009234930B2 (en) * 2008-04-08 2011-11-17 Kinki University Method of discriminating bovine, thus discriminated bovine and kit for discriminating bovine
CN101899526B (zh) * 2010-08-26 2012-08-29 西北农林科技大学 一种山羊产羔性状的分子标记选择方法
CN103374629B (zh) * 2012-04-28 2014-08-06 中国农业科学院北京畜牧兽医研究所 利用微卫星标记鉴定北京油鸡的方法
EP3197272A4 (fr) * 2014-09-23 2018-05-23 AgGenetics, Inc. Matériaux et procédés de production d'animaux avec des poils courts
CN107267627B (zh) * 2017-07-12 2021-04-20 南京农业大学 与猪生产性状相关的Six1基因分子标记的制备与应用
CN108823284A (zh) * 2018-06-21 2018-11-16 北华大学 兔睾丸dna指纹鉴定试剂盒及鉴定方法
CN109694916B (zh) * 2019-01-08 2022-03-25 甘肃农业大学 一种与绵羊饲料转化率相关的分子标记及其应用
CN109554489B (zh) * 2019-01-25 2022-03-25 甘肃农业大学 一种与绵羊饲料转化率相关的分子标记及其应用
CN109913559B (zh) * 2019-03-28 2020-03-10 甘肃农业大学 Ryr2基因作为影响绵羊饲料转化率的分子标记及其应用
CN110358838B (zh) * 2019-06-06 2023-11-28 佛山科学技术学院 Fa2h基因片段中与猪饲料转化相关的snp遗传标记
CN111154890A (zh) * 2020-01-16 2020-05-15 甘肃农业大学 Cyp3a2基因作为高原鼢鼠抗药性检测的分子标记及其引物、制备方法、应用
CN111363833B (zh) * 2020-04-24 2023-10-31 佛山科学技术学院 与猪肉质导电率性状相关的snp分子标记及其应用
CN113430283B (zh) * 2021-08-19 2022-08-23 南昌师范学院 鸡bmp15基因在作为鸡睾丸性状分子标记方面的应用
CN114807384B (zh) * 2022-04-14 2022-11-25 华南农业大学 一种与鸡屠体性状相关的snp分子标记及其应用
CN114941035B (zh) * 2022-06-20 2024-08-13 甘肃农业大学 一种与绵羊阶段体重性状相关的分子标记及其应用
CN115341036B (zh) * 2022-06-28 2024-08-16 江西农业大学 一种影响猪一号肉重在胴体重中占比的snp
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