Yu Zhang, Jinhua Lai, Xiaoyi Wang, Mingli Li, Yanlin Zhang, Chunlv Ji, Qiang Chen, Shaoxiong Lu
{"title":"全基因组单核苷酸多态性(SNP)数据揭示了约克郡猪种群产仔性状的潜在候选基因。","authors":"Yu Zhang, Jinhua Lai, Xiaoyi Wang, Mingli Li, Yanlin Zhang, Chunlv Ji, Qiang Chen, Shaoxiong Lu","doi":"10.5194/aab-66-357-2023","DOIUrl":null,"url":null,"abstract":"<p><p>The litter trait is one of the most important economic traits, and increasing litter size is of great economic value in the pig industry. However, the molecular mechanisms underlying pig litter traits remain elusive. To identify molecular markers and candidate genes for pig litter traits, a genome-wide association study (GWAS) and selection signature analysis were conducted in a Yorkshire pig population. A total of 518 producing sows were genotyped with Illumina Porcine SNP 50 BeadChip, and 1969 farrowing records for the total number born (TNB), the number born alive (NBA), piglets born dead (PBD), and litter weight born alive (LWB) were collected. Then, a GWAS was performed for the four litter traits using a repeatability model. Based on the estimated breeding values (EBVs) of TNB, 15 high- and 15 low-prolificacy individuals were selected from the 518 sows to implement selection signature analysis. Subsequently, the selection signatures affecting the litter traits of sows were detected by using two methods including the fixation index (FST) and <math><mrow><mi>θ</mi><mi>π</mi></mrow></math>. Combining the results of the GWAS and selection signature analysis, 20 promising candidate genes (<i>NKAIN2</i>, <i>IGF1R</i>, <i>KISS1R</i>, <i>TYRO3</i>, <i>SPINT1</i>, <i>ADGRF5</i>, <i>APC2</i>, <i>PTBP1</i>, <i>CLCN3</i>, <i>CBR4</i>, <i>HPF1</i>, <i>FAM174A</i>, <i>SCP2</i>, <i>CLIC1</i>, <i>ZFYVE9</i>, <i>SPATA33</i>, <i>KIF5C</i>, <i>EPC2</i>, <i>GABRA2</i>, and <i>GABRA4</i>) were identified. These findings provide novel insights into the genetic basis of pig litter traits and will be helpful for improving the reproductive performances of sows in pig breeding.</p>","PeriodicalId":55481,"journal":{"name":"Archiv Fur Tierzucht-Archives of Animal Breeding","volume":"66 4","pages":"357-368"},"PeriodicalIF":1.6000,"publicationDate":"2023-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10726026/pdf/","citationCount":"0","resultStr":"{\"title\":\"Genome-wide single nucleotide polymorphism (SNP) data reveal potential candidate genes for litter traits in a Yorkshire pig population.\",\"authors\":\"Yu Zhang, Jinhua Lai, Xiaoyi Wang, Mingli Li, Yanlin Zhang, Chunlv Ji, Qiang Chen, Shaoxiong Lu\",\"doi\":\"10.5194/aab-66-357-2023\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The litter trait is one of the most important economic traits, and increasing litter size is of great economic value in the pig industry. However, the molecular mechanisms underlying pig litter traits remain elusive. To identify molecular markers and candidate genes for pig litter traits, a genome-wide association study (GWAS) and selection signature analysis were conducted in a Yorkshire pig population. A total of 518 producing sows were genotyped with Illumina Porcine SNP 50 BeadChip, and 1969 farrowing records for the total number born (TNB), the number born alive (NBA), piglets born dead (PBD), and litter weight born alive (LWB) were collected. Then, a GWAS was performed for the four litter traits using a repeatability model. Based on the estimated breeding values (EBVs) of TNB, 15 high- and 15 low-prolificacy individuals were selected from the 518 sows to implement selection signature analysis. Subsequently, the selection signatures affecting the litter traits of sows were detected by using two methods including the fixation index (FST) and <math><mrow><mi>θ</mi><mi>π</mi></mrow></math>. Combining the results of the GWAS and selection signature analysis, 20 promising candidate genes (<i>NKAIN2</i>, <i>IGF1R</i>, <i>KISS1R</i>, <i>TYRO3</i>, <i>SPINT1</i>, <i>ADGRF5</i>, <i>APC2</i>, <i>PTBP1</i>, <i>CLCN3</i>, <i>CBR4</i>, <i>HPF1</i>, <i>FAM174A</i>, <i>SCP2</i>, <i>CLIC1</i>, <i>ZFYVE9</i>, <i>SPATA33</i>, <i>KIF5C</i>, <i>EPC2</i>, <i>GABRA2</i>, and <i>GABRA4</i>) were identified. These findings provide novel insights into the genetic basis of pig litter traits and will be helpful for improving the reproductive performances of sows in pig breeding.</p>\",\"PeriodicalId\":55481,\"journal\":{\"name\":\"Archiv Fur Tierzucht-Archives of Animal Breeding\",\"volume\":\"66 4\",\"pages\":\"357-368\"},\"PeriodicalIF\":1.6000,\"publicationDate\":\"2023-11-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10726026/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Archiv Fur Tierzucht-Archives of Animal Breeding\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://doi.org/10.5194/aab-66-357-2023\",\"RegionNum\":3,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2023/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"AGRICULTURE, DAIRY & ANIMAL SCIENCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Archiv Fur Tierzucht-Archives of Animal Breeding","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.5194/aab-66-357-2023","RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2023/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"AGRICULTURE, DAIRY & ANIMAL SCIENCE","Score":null,"Total":0}
Genome-wide single nucleotide polymorphism (SNP) data reveal potential candidate genes for litter traits in a Yorkshire pig population.
The litter trait is one of the most important economic traits, and increasing litter size is of great economic value in the pig industry. However, the molecular mechanisms underlying pig litter traits remain elusive. To identify molecular markers and candidate genes for pig litter traits, a genome-wide association study (GWAS) and selection signature analysis were conducted in a Yorkshire pig population. A total of 518 producing sows were genotyped with Illumina Porcine SNP 50 BeadChip, and 1969 farrowing records for the total number born (TNB), the number born alive (NBA), piglets born dead (PBD), and litter weight born alive (LWB) were collected. Then, a GWAS was performed for the four litter traits using a repeatability model. Based on the estimated breeding values (EBVs) of TNB, 15 high- and 15 low-prolificacy individuals were selected from the 518 sows to implement selection signature analysis. Subsequently, the selection signatures affecting the litter traits of sows were detected by using two methods including the fixation index (FST) and . Combining the results of the GWAS and selection signature analysis, 20 promising candidate genes (NKAIN2, IGF1R, KISS1R, TYRO3, SPINT1, ADGRF5, APC2, PTBP1, CLCN3, CBR4, HPF1, FAM174A, SCP2, CLIC1, ZFYVE9, SPATA33, KIF5C, EPC2, GABRA2, and GABRA4) were identified. These findings provide novel insights into the genetic basis of pig litter traits and will be helpful for improving the reproductive performances of sows in pig breeding.
期刊介绍:
Archives Animal Breeding is an open-access journal publishing original research papers, short communications, brief reports, and reviews by international researchers on scientific progress in farm-animal biology. The journal includes publications in quantitative and molecular genetics, genetic diversity, animal husbandry and welfare, physiology, and reproduction of livestock. It addresses researchers, teachers, stakeholders of academic and educational institutions, as well as industrial and governmental organizations in the field of animal production.