CN108676897B - SNP marker influencing daily gain traits of pigs and application thereof - Google Patents
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Abstract
Description
技术领域technical field
本发明属于分子生物技术和分子标记技术领域,特别涉及一种猪SNP分子标记在猪日增重性状研究和猪育种中的应用。The invention belongs to the technical field of molecular biotechnology and molecular markers, and particularly relates to the application of a porcine SNP molecular marker in the study of pig daily weight gain traits and pig breeding.
背景技术Background technique
日增重性状是评估猪生长性能的重要指标,因此是种猪遗传改良研究中的重点。近百年来,西方猪种的育种目标往往集中在提升瘦肉率和降低背膘厚,这在一定程度上提高了日增重的遗传进展,但也一直缺乏较为直接的选育方法。传统的育种方法对于表型难以鉴定的性状(如日增重)收效甚微,而分子标记辅助选择(marker assisted selection,MAS)则打破了这一技术壁垒。该方法可用于改良肉质(如肌内脂肪)和抗病性状(如抗腹泻)等活体很难度量或活体测量花费很大(如日增重)的性状,以及繁殖(如产仔数)等在生命活动中表达较晚的限性性状。而且MAS不易受环境影响、性别、年龄影响,因此能进行早期选择,进而能起到缩短世代间隔、提高选选种效率的目的(柳小春等,2008年)。因此如能利用MAS技术改良种猪的日增重性状,将具备广阔的应用前景。Daily weight gain is an important indicator for evaluating the growth performance of pigs, so it is the focus of genetic improvement research in breeding pigs. In the past 100 years, the breeding goals of Western pig breeds have often focused on improving lean meat percentage and reducing backfat thickness, which has improved the genetic progress of daily weight gain to a certain extent, but there has been a lack of more direct breeding methods. Traditional breeding methods have little effect on traits that are difficult to phenotype (such as daily gain), and molecular marker assisted selection (MAS) has broken this technical barrier. This method can be used to improve meat quality (such as intramuscular fat) and disease resistance traits (such as anti-diarrhea), which are difficult or expensive to measure in vivo (such as daily gain), and reproduction (such as litter size), etc. Expression of late-limiting traits in life activities. Moreover, MAS is not easily affected by the environment, gender, and age, so it can be selected early, which can shorten the generation interval and improve the efficiency of seed selection (Liu Xiaochun et al., 2008). Therefore, if MAS technology can be used to improve the daily weight gain of breeding pigs, it will have broad application prospects.
大白猪是世界上著名的瘦肉型猪种之一。在现代猪的繁育体系中,大白以繁殖力高、生长育肥性好、适应性强等优点而著称。由于其综合性能优秀,故可以作为诸多合成系商品猪的父本或母本,应用范围十分广泛。因此,对大白猪的日增重性状进行改良,可以有效地缩短商品猪的育肥时间从而节约养殖成本。The Big White is one of the world's most famous lean pig breeds. In the modern pig breeding system, Dabai is famous for its high fertility, good growth and fattening, and strong adaptability. Due to its excellent comprehensive performance, it can be used as the male or female parent of many synthetic commercial pigs, and has a wide range of applications. Therefore, improving the daily weight gain of large white pigs can effectively shorten the fattening time of commercial pigs and save breeding costs.
发明内容SUMMARY OF THE INVENTION
为了克服现有技术对日增重遗传选育的不足和缺点,本发明的目的在于提供一种猪SNP分子标记在猪日增重性状研究和猪育种中的应用。In order to overcome the insufficiency and shortcoming of the genetic selection of daily gain in the prior art, the purpose of the present invention is to provide the application of a porcine SNP molecular marker in the study of porcine daily gain traits and pig breeding.
本发明的目的通过下述技术方案实现:The object of the present invention is achieved through the following technical solutions:
一种猪SNP分子标记在猪日增重性状研究和猪育种中的应用;所述的猪SNP分子标记的SNP位点对应于国际猪参考基因组10.2版本3号染色体上第15588826bp处的C>T突变;所述分子标记的SNP位点为SEQ ID NO.1所示,其中序列中的M是T或C,导致日增重性状的不同;Application of a porcine SNP molecular marker in the study of pig daily weight gain traits and pig breeding; the SNP site of the porcine SNP molecular marker corresponds to the C>T mutation at 15588826bp on
所述的猪为大白和其合成系中的至少一种;The pig is at least one of Dabai and its synthetic line;
用于鉴定上述猪SNP分子标记的引物优选为PCR-F和PCR-R;The primers used to identify the above-mentioned pig SNP molecular markers are preferably PCR-F and PCR-R;
上游引物PCR-F:5'-CAGGTAGGACACCTCCACT-3';Upstream primer PCR-F: 5'-CAGGTAGGACACCTCCACT-3';
下游引物PCR-R:5'-TGACAGCAGCACTAAATGAC-3';Downstream primer PCR-R: 5'-TGACAGCAGCACTAAATGAC-3';
所述的猪日增重性状研究优选为利用上述猪SNP分子标记鉴定猪日增重性状;The research on the traits of daily gain in pigs is preferably the use of the above-mentioned pig SNP molecular markers to identify the traits of daily weight gain in pigs;
所述的猪日增重性状研究优选还包括利用上述猪SNP分子标记调节猪日增重;The research on the pig daily weight gain trait preferably also includes utilizing the above-mentioned pig SNP molecular marker to regulate the pig daily weight gain;
所述的育种优选为分子标记辅助育种;Described breeding is preferably molecular marker-assisted breeding;
一种检测猪日增重性状的方法,包含如下步骤:A method for detecting daily weight gain traits of pigs, comprising the following steps:
检测猪3号染色体上上述猪SNP分子标记的单核苷酸是C还是T;Detecting whether the single nucleotide of the above-mentioned pig SNP molecular marker on the
所述的猪为大白和其合成系中的至少一种;The pig is at least one of Dabai and its synthetic line;
一种猪的遗传改良的方法,包含如下步骤:A method for genetic improvement of pigs, comprising the following steps:
确定种猪核心群中种猪的上述猪SNP分子标记,并根据猪SNP分子标记做出相应的选择:种猪的继代选育国际猪参考基因组10.2版本3号染色体上15588826bp处的CT型和TT型个体,淘汰该点的CC型个体;以逐代提高该位点的等位基因T的频率,从而提高后代猪的日增重;Determine the above-mentioned porcine SNP molecular markers of the breeding pigs in the core group of breeding pigs, and make corresponding selections according to the porcine SNP molecular markers: Subsequent breeding of breeding pigs CT-type and TT-type individuals at 15588826bp on
所述的种猪为大白和其合成系中的至少一种;Described breeding pig is at least one of Dabai and its synthetic line;
本发明相对于现有技术具有如下的优点及效果:Compared with the prior art, the present invention has the following advantages and effects:
(1)本发明研究并确定影响日增重相关的分子标记,使用该分子标记进行标记辅助选择,能够极大地增加大白及其合成系的日增重进程。(1) The present invention researches and determines the molecular markers related to daily gain, and the use of the molecular markers for marker-assisted selection can greatly increase the daily weight gain of Dabai and its synthetic lines.
(2)本发明提供一种用于鉴定影响猪日增重性状分子标记的引物对,通过该分子标记及引物对,可建立高效准确的分子标记辅助育种技术,将其应用于种猪日增重性状遗传改良中,从而提高猪的日增重,进而节约粮食,降低企业生产成本,提高企业利润,增加核心竞争力。(2) The present invention provides a primer pair for identifying a molecular marker that affects pig daily weight gain. Through the molecular marker and the primer pair, an efficient and accurate molecular marker-assisted breeding technology can be established and applied to the daily weight gain of breeding pigs In the genetic improvement of traits, the daily weight gain of pigs can be increased, thereby saving grain, reducing production costs of enterprises, improving enterprise profits, and increasing core competitiveness.
(3)本发明通过优选该分子标记的优势等位基因,能够增加大白日增重性状的遗传进展,减少大白的日增重性状的育种时间,从而有效提高种猪育种的经济效益,其中,通过该分子标记,本发明将CC型个体全部选育成TT型个体,则每头猪平均日增重可以提高88.7g,一个规模化万头猪场则可以在70日内增加猪肉62.09t,由此可见优秀的日增重性能为养猪产业提供收益的潜力是巨大的。(3) The present invention can increase the genetic progress of the daily weight gain trait of Dabai by optimizing the dominant allele of the molecular marker, and reduce the breeding time of the daily weight gain trait of Dabai, thereby effectively improving the economic benefit of breeding pigs, wherein, by With this molecular marker, the present invention selects all CC-type individuals into TT-type individuals, the average daily weight gain of each pig can be increased by 88.7g, and a large-scale 10,000-head pig farm can increase pork by 62.09t within 70 days. It can be seen that The potential for excellent daily gain performance to provide benefits to the pig industry is enormous.
附图说明Description of drawings
图1是不同基因型猪的日增重分析图。Figure 1 is an analysis chart of daily weight gain of pigs of different genotypes.
图2是大白猪在3号染色体上关于日增重性状的全基因组关联(GWAS)分析图;其中:横坐标表示猪的染色体编号;纵坐标表示-logP值。Figure 2 is a genome-wide association (GWAS) analysis diagram of the daily weight gain trait on
具体实施方式Detailed ways
下面结合实施例及附图对本发明作进一步详细的描述,但本发明的实施方式不限于此。The present invention will be described in further detail below with reference to the embodiments and the accompanying drawings, but the embodiments of the present invention are not limited thereto.
实施例1Example 1
实施例中,一共使用了689头纯种大白;其中,通过OSBORNE系统测定猪在体重达30kg时的日龄并记录为Day1,记录猪体重达100Kg时的日龄并记录为Day2。日增重的计算公式为:70/(Day2-Day1)。上述实验在广东温氏食品集团股份有限公司的沙湖种猪场中进行,在测定阶段每栏圈养10~12头猪(每头猪占用面积2平方米)自由采食饮水,并按统一饲养标准,统一饲喂日粮。In the example, a total of 689 purebred large whites were used; wherein, the age of pigs when the body weight reached 30 kg was measured by the OSBORNE system and recorded as Day1, and the age of pigs when the body weight reached 100 kg was recorded as Day2. The formula for calculating daily weight gain is: 70/(Day2-Day1). The above experiments were carried out in the Shahu Breeding Pig Farm of Guangdong Wen's Food Group Co., Ltd. In the measurement stage, 10 to 12 pigs were housed in each pen (each pig occupies an area of 2 square meters) with free access to food and water, and they were reared in a unified manner. Standard, uniform feeding rations.
(1)大白猪耳样组织DNA的提取方法参照标注苯酚-氯仿法提取全基因组DNA。用Nanodrop-ND1000分光光度计对纯种大白群体的DNA进行质量检测和浓度测定。A260/280比值在1.8~2.0,A260/230比值在1.7~1.9判定为合格。最后将合格的DNA样品统一稀释成50纳克/微升。(1) The extraction method of DNA from large white pig ear tissue refers to the extraction of whole genome DNA by the labeled phenol-chloroform method. The DNA of purebred large white population was tested for quality and concentration with Nanodrop-ND1000 spectrophotometer. A260/280 ratio of 1.8 to 2.0, A260/230 ratio of 1.7 to 1.9 is judged as qualified. Finally, the qualified DNA samples were uniformly diluted to 50 ng/µl.
(2)猪全基因组80K SNP基因型检测:GeneSeek Genomic Profiler Porcine80KSNP分型平台,采用Illumina Infinium的使用说明和标准流程进行芯片杂交与结果扫描。最后通过GenomeStudio软件读取基因型数据。用PLINK v1.07对获得的基因型数据进行质量控制,剔除检出率<99.7%,此等位基因频率(mimor allel frequency,MAF)<0.01%或偏离哈代温伯格平衡(Hardy-Weinberg Equilibrium,HWE)P≤10-6的SNP标记,排除检出率<90%,家系孟德尔错误率高于0.1的个体;质控剩余的58991个SNP标记和689个样本用于后续数据分析。(2) 80K SNP genotype detection in pig whole genome: GeneSeek Genomic Profiler Porcine80KSNP typing platform, using Illumina Infinium's instructions and standard procedures for chip hybridization and result scanning. Finally, the genotype data was read by GenomeStudio software. The quality control of the obtained genotype data was carried out with PLINK v1.07, and the detection rate was <99.7%, and the allele frequency (mimor allel frequency, MAF) was <0.01% or deviated from the Hardy-Weinberg Equilibrium (Hardy-Weinberg Equilibrium). , HWE)P≤10 -6 SNP markers, the individuals with detection rate <90% and family Mendelian error rate higher than 0.1 were excluded; the remaining 58991 SNP markers and 689 samples of quality control were used for subsequent data analysis.
(3)全基因组关联(GWAS)分析:使用R软件中的GenABEL软件包对大白日增重进行GWAS分析,模型为:y=1u+Xb+Sc+Za+α。其中,y为所测得的表型值及(平均日增重值),u为总体平均值,b为性别和固定效应值,c为其余的微效应,c—N(0,бc2),α为随机加性遗传效应向量,且α~N(0,бα2)(G为个体间的分子血缘相关矩阵,бα2为加性遗传方差),e为残差,X、S和Z是对固定效应和随机效益的关联矩阵,场年季(herd-year-season)效应包括在批次效应中。采用Bonferroni法确定全基因组关联分析得显著性阈值,基因组水平的显著阈值为0.05除以有效SNP位点数量,即0.05/58991=8.46E-7;染色体水平显著阈值为1除以有效SNP位点数量,即1/58991=1.70E-5。GWAS分析结果如图2所示。从图2可知,在大白及其合成系中,在3号染色体中存在显著影响日增重性状的位点,最强关联的SNP为g.15588826C>T(P=4.97E-6)。(3) Genome-wide association (GWAS) analysis: using the GenABEL package in R software to perform GWAS analysis on the daytime gain, the model is: y=1u+Xb+Sc+Za+α. Among them, y is the measured phenotype value and (average daily weight gain value), u is the overall average value, b is the gender and fixed effect value, c is the remaining micro-effects, c—N(0, бc2), α is the random additive genetic effect vector, and α~N(0, бα2) (G is the molecular blood correlation matrix between individuals, бα2 is the additive genetic variance), e is the residual, X, S and Z are the pair of fixed Correlation matrix of effects and random benefits, with herd-year-season effects included in batch effects. The Bonferroni method was used to determine the significance threshold of the genome-wide association analysis. The significant threshold at the genome level was 0.05 divided by the number of effective SNP sites, that is, 0.05/58991=8.46E-7; the significant threshold at the chromosome level was 1 divided by the effective SNP sites. Quantity,
(4)不同基因型与日增重表型的关联性分析:根据表1可知,分子标记的SNP位点g.15588826C>T与日增重性状极显著相关(P<0.001),说明此分子标记显著影响猪的日增重性状,可以通过对猪的此SNP位点的辅助选择,从而提高该群体日增重,进而加快育种进程。另外根据表1和图1还可知,TT型比CC和TC型的平均日增重高,说明纯合子CC对平均日增重是最不利的。日增重是生长性状的重要指标,日增重高说明猪的生长性能好。因此,CC基因型的猪的生长性能是最差的,我们在进行育种的过程中需要淘汰CC型的种猪,保留TT和TC型的种猪,以逐代提高该位点的等位基因T的频率。(4) Correlation analysis between different genotypes and daily weight gain phenotypes: According to Table 1, the molecular marker SNP site g.15588826C>T was significantly correlated with daily weight gain traits (P<0.001), indicating that this molecule The marker significantly affects the daily weight gain of pigs, and the auxiliary selection of this SNP locus in pigs can improve the daily weight gain of the group, thereby speeding up the breeding process. In addition, according to Table 1 and Figure 1, it can be seen that the average daily weight gain of the TT type is higher than that of the CC and TC types, indicating that the homozygous CC is the most unfavorable for the average daily weight gain. Daily weight gain is an important indicator of growth traits, and high daily gain indicates good growth performance of pigs. Therefore, the growth performance of pigs with CC genotype is the worst. In the process of breeding, we need to eliminate the breeding pigs of CC type and keep the breeding pigs of TT and TC type to increase the allele T of this locus from generation to generation. frequency.
表1分子标记的SNP位点g.15588826C>T与日增重的相关性Table 1 Correlation between molecularly marked SNP site g.15588826C>T and daily weight gain
实施例2Example 2
(1)含有与大白日增重性能显著相关SNP位点的目的片段的扩增目的片段为3号染色体中的一段695bp的核苷酸序列,序列扩增的上下游引物为:(1) The amplification target fragment containing the target fragment of the SNP site significantly related to the daytime weight gain performance is a nucleotide sequence of 695bp in
上游引物PCR-F:5'-CAGGTAGGACACCTCCACT-3';Upstream primer PCR-F: 5'-CAGGTAGGACACCTCCACT-3';
下游引物PCR-R:5'-TGACAGCAGCACTAAATGAC-3'。Downstream primer PCR-R: 5'-TGACAGCAGCACTAAATGAC-3'.
(2)PCR扩增的体系与条件设置(2) PCR amplification system and conditions
配置20uL体系,其中DNA样品3.5μL,上游引物0.6μL,下游引物0.6μL,PCR mix10mL,ddH2O 5.3μL,PCR条件为98℃预变性2min,98℃变性10s,56.5℃退火15s,72℃延伸40s,共35个循环,最后延伸为72℃10min。Configure a 20uL system, including 3.5μL of DNA sample, 0.6μL of upstream primer, 0.6μL of downstream primer, 10mL of PCR mix, 5.3μL of ddH 2 O, and PCR conditions are 98°C pre-denaturation for 2min, 98°C denaturation for 10s, 56.5°C annealing for 15s, 72°C The extension was carried out for 40 s for a total of 35 cycles, and the final extension was 72 °C for 10 min.
(3)DNA序列测序鉴定:序列测序在深圳华大基因科技有限公司进行,基因片段测正反两个反应。将所测得的序列与NCBI基因组序列对比,得出对应SNP位点的突变。(3) DNA sequence sequencing and identification: sequence sequencing was carried out in Shenzhen Huada Gene Technology Co., Ltd., and the gene fragments were tested for positive and negative reactions. The measured sequence was compared with the NCBI genome sequence, and the mutation of the corresponding SNP site was obtained.
测序结果如下所示:The sequencing results are as follows:
注:序列表中标注的M为突变位点,用标有下划线显示(括号中为突变碱基,为等位基因突变),在该序列的首尾加粗显示为引物序列。Note: The M marked in the sequence table is the mutation site, which is marked with an underline (mutation bases in parentheses are allelic mutations), and the primer sequence is shown in bold at the beginning and end of the sequence.
实施例3分子标记的SNP位点g.15588826C>T效应分析Example 3 Molecularly labeled SNP site g.15588826C>T effect analysis
本发明提供一个能显著增加大白种猪及其合成系的日增重SNP标记,使用该SNP进行标记辅助选择,能够极大地增加大白种猪及其合成系的日增重育种进程。本发明的影响猪日增重性状的分子标记的CC型个体全部选育成TT型个体,则每头猪平均日增重可以提高88.7g,一个规模化万头猪场则可以在70日内增加猪肉62.09t,由此可见优秀的日增重性能为养猪产业提供收益的潜力是巨大的。本SNP标记个体中,CC型个体与TT型个体之间的日增重性能存在显著差异(P<0.01),通过优选大白及其合成系该SNP的优势等位基因(T),可最终实现提高商品猪的经济效益的目的。The invention provides a SNP marker that can significantly increase the daily gain of large white pigs and their synthetic lines. Using the SNP for marker-assisted selection can greatly increase the daily weight gain breeding process of large white pigs and their synthetic lines. All the CC-type individuals with molecular markers affecting the daily weight gain traits of pigs of the present invention are all selected and bred into TT-type individuals, the average daily weight gain of each pig can be increased by 88.7g, and a large-scale pig farm with 10,000 pigs can increase pork within 70 days. 62.09t, it can be seen that the excellent daily weight gain performance has a huge potential to provide benefits to the pig industry. Among the individuals marked by this SNP, there is a significant difference in the daily weight gain performance between CC type individuals and TT type individuals (P<0.01). By optimizing the dominant allele (T) of the SNP in Dabai and its synthetic line, the The purpose of improving the economic benefits of commercial pigs.
上述实施例为本发明较佳的实施方式,但本发明的实施方式并不受上述实施例的限制,其他的任何未背离本发明的精神实质与原理下所作的改变、修饰、替代、组合、简化,均应为等效的置换方式,都包含在本发明的保护范围之内。The above-mentioned embodiments are preferred embodiments of the present invention, but the embodiments of the present invention are not limited by the above-mentioned embodiments, and any other changes, modifications, substitutions, combinations, The simplification should be equivalent replacement manners, which are all included in the protection scope of the present invention.
SEQUENCE LISTINGSEQUENCE LISTING
<110> 华南农业大学<110> South China Agricultural University
<120> 一种影响猪日增重性状的SNP标记及其应用<120> A SNP marker that affects pig daily weight gain and its application
<130> 1<130> 1
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<213> Artificial Sequence<213> Artificial Sequence
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ctttgaaaca caatggctgg gttccaagac taagcatctc taaagagcca gttggaagtt 120ctttgaaaca caatggctgg gttccaagac taagcatctc taaagagcca gttggaagtt 120
gtgttttttg actttgccac cagtcaccca gtgtcatgtc tactgcagtc acaattcaaa 180gtgttttttg actttgccac cagtcaccca gtgtcatgtc tactgcagtc acaattcaaa 180
ggaagccctg ggttcaagag gaggggacgt ggaccccact tctggctggg cagaataacc 240ggaagccctg ggttcaagag gaggggacgt ggaccccact tctggctggg cagaataacc 240
ttacaaaaga gcatgtgggc gacatggctg cagagatttt gggaccatgt aatctacacg 300ttacaaaaga gcatgtgggc gacatggctg cagagatttt gggaccatgt aatctacacg 300
tgggagactg ttcaacccac tctcccagct caggtggatt agccatcagc catccaaggg 360tgggagactg ttcaacccac tctcccagct caggtggatt agccatcagc catccaaggg 360
cagagggcct gggactgcat ctgcagtctc tccctgctct gtttccctgt taactctgcc 420cagagggcct gggactgcat ctgcagtctc tccctgctct gtttccctgt taactctgcc 420
atctctttga tggggcgtca ctgctgccac atctggtcct tgcaacctcg gtctggtctt 480atctctttga tggggcgtca ctgctgccac atctggtcct tgcaacctcg gtctggtctt 480
ccacccgaga aggaattgaa ttcagtccag cggccatttc cagagctgtg catgcaagga 540ccacccgaga aggaattgaa ttcagtccag cggccatttc cagagctgtg catgcaagga 540
caggagcgaa acattgcctc aggccctgtg cgggccgaga ggaaagggtg tctgcctgga 600caggagcgaa acattgcctc aggccctgtg cgggccgaga ggaaagggtg tctgcctgga 600
acgtgccgcg gtgagacgtg tgacaggtgt gcagctgacc gcaacacagg ccagatgtca 660acgtgccgcg gtgagacgtg tgacaggtgt gcagctgacc gcaacacagg ccagatgtca 660
tttagtgctg ctgtcaggta gaagcaaagc attgg 695tttagtgctg ctgtcaggta gaagcaaagc attgg 695
<210> 2<210> 2
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<212> DNA<212> DNA
<213> Artificial Sequence<213> Artificial Sequence
<220><220>
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caggtaggac acctccact 19caggtaggac acctccact 19
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