Cargando…

Genome-Wide Association Analysis Identified Variants Associated with Body Measurement and Reproduction Traits in Shaziling Pigs

With the increasing popularity of genomic sequencing, breeders pay more attention to identifying the crucial molecular markers and quantitative trait loci for improving the body size and reproduction traits that could affect the production efficiency of pig-breeding enterprises. Nevertheless, for th...

Descripción completa

Detalles Bibliográficos
Autores principales: Lan, Qun, Deng, Qiuchun, Qi, Shijin, Zhang, Yuebo, Li, Zhi, Yin, Shishu, Li, Yulian, Tan, Hong, Wu, Maisheng, Yin, Yulong, He, Jun, Liu, Mei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9957351/
https://www.ncbi.nlm.nih.gov/pubmed/36833449
http://dx.doi.org/10.3390/genes14020522
_version_ 1784894805090762752
author Lan, Qun
Deng, Qiuchun
Qi, Shijin
Zhang, Yuebo
Li, Zhi
Yin, Shishu
Li, Yulian
Tan, Hong
Wu, Maisheng
Yin, Yulong
He, Jun
Liu, Mei
author_facet Lan, Qun
Deng, Qiuchun
Qi, Shijin
Zhang, Yuebo
Li, Zhi
Yin, Shishu
Li, Yulian
Tan, Hong
Wu, Maisheng
Yin, Yulong
He, Jun
Liu, Mei
author_sort Lan, Qun
collection PubMed
description With the increasing popularity of genomic sequencing, breeders pay more attention to identifying the crucial molecular markers and quantitative trait loci for improving the body size and reproduction traits that could affect the production efficiency of pig-breeding enterprises. Nevertheless, for the Shaziling pig, a well-known indigenous breed in China, the relationship between phenotypes and their corresponding genetic architecture remains largely unknown. Herein, in the Shaziling population, a total of 190 samples were genotyped using the Geneseek Porcine 50K SNP Chip, obtaining 41857 SNPs for further analysis. For phenotypes, two body measurement traits and four reproduction traits in the first parity from the 190 Shaziling sows were measured and recorded, respectively. Subsequently, a genome-wide association study (GWAS) between the SNPs and the six phenotypes was performed. The correlation between body size and reproduction phenotypes was not statistically significant. A total of 31 SNPs were found to be associated with body length (BL), chest circumference (CC), number of healthy births (NHB), and number of stillborns (NSB). Gene annotation for those candidate SNPs identified 18 functional genes, such as GLP1R, NFYA, NANOG, COX7A2, BMPR1B, FOXP1, SLC29A1, CNTNAP4, and KIT, which exert important roles in skeletal morphogenesis, chondrogenesis, obesity, and embryonic and fetal development. These findings are helpful to better understand the genetic mechanism for body size and reproduction phenotypes, while the phenotype-associated SNPs could be used as the molecular markers for the pig breeding programs.
format Online
Article
Text
id pubmed-9957351
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-99573512023-02-25 Genome-Wide Association Analysis Identified Variants Associated with Body Measurement and Reproduction Traits in Shaziling Pigs Lan, Qun Deng, Qiuchun Qi, Shijin Zhang, Yuebo Li, Zhi Yin, Shishu Li, Yulian Tan, Hong Wu, Maisheng Yin, Yulong He, Jun Liu, Mei Genes (Basel) Article With the increasing popularity of genomic sequencing, breeders pay more attention to identifying the crucial molecular markers and quantitative trait loci for improving the body size and reproduction traits that could affect the production efficiency of pig-breeding enterprises. Nevertheless, for the Shaziling pig, a well-known indigenous breed in China, the relationship between phenotypes and their corresponding genetic architecture remains largely unknown. Herein, in the Shaziling population, a total of 190 samples were genotyped using the Geneseek Porcine 50K SNP Chip, obtaining 41857 SNPs for further analysis. For phenotypes, two body measurement traits and four reproduction traits in the first parity from the 190 Shaziling sows were measured and recorded, respectively. Subsequently, a genome-wide association study (GWAS) between the SNPs and the six phenotypes was performed. The correlation between body size and reproduction phenotypes was not statistically significant. A total of 31 SNPs were found to be associated with body length (BL), chest circumference (CC), number of healthy births (NHB), and number of stillborns (NSB). Gene annotation for those candidate SNPs identified 18 functional genes, such as GLP1R, NFYA, NANOG, COX7A2, BMPR1B, FOXP1, SLC29A1, CNTNAP4, and KIT, which exert important roles in skeletal morphogenesis, chondrogenesis, obesity, and embryonic and fetal development. These findings are helpful to better understand the genetic mechanism for body size and reproduction phenotypes, while the phenotype-associated SNPs could be used as the molecular markers for the pig breeding programs. MDPI 2023-02-18 /pmc/articles/PMC9957351/ /pubmed/36833449 http://dx.doi.org/10.3390/genes14020522 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lan, Qun
Deng, Qiuchun
Qi, Shijin
Zhang, Yuebo
Li, Zhi
Yin, Shishu
Li, Yulian
Tan, Hong
Wu, Maisheng
Yin, Yulong
He, Jun
Liu, Mei
Genome-Wide Association Analysis Identified Variants Associated with Body Measurement and Reproduction Traits in Shaziling Pigs
title Genome-Wide Association Analysis Identified Variants Associated with Body Measurement and Reproduction Traits in Shaziling Pigs
title_full Genome-Wide Association Analysis Identified Variants Associated with Body Measurement and Reproduction Traits in Shaziling Pigs
title_fullStr Genome-Wide Association Analysis Identified Variants Associated with Body Measurement and Reproduction Traits in Shaziling Pigs
title_full_unstemmed Genome-Wide Association Analysis Identified Variants Associated with Body Measurement and Reproduction Traits in Shaziling Pigs
title_short Genome-Wide Association Analysis Identified Variants Associated with Body Measurement and Reproduction Traits in Shaziling Pigs
title_sort genome-wide association analysis identified variants associated with body measurement and reproduction traits in shaziling pigs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9957351/
https://www.ncbi.nlm.nih.gov/pubmed/36833449
http://dx.doi.org/10.3390/genes14020522
work_keys_str_mv AT lanqun genomewideassociationanalysisidentifiedvariantsassociatedwithbodymeasurementandreproductiontraitsinshazilingpigs
AT dengqiuchun genomewideassociationanalysisidentifiedvariantsassociatedwithbodymeasurementandreproductiontraitsinshazilingpigs
AT qishijin genomewideassociationanalysisidentifiedvariantsassociatedwithbodymeasurementandreproductiontraitsinshazilingpigs
AT zhangyuebo genomewideassociationanalysisidentifiedvariantsassociatedwithbodymeasurementandreproductiontraitsinshazilingpigs
AT lizhi genomewideassociationanalysisidentifiedvariantsassociatedwithbodymeasurementandreproductiontraitsinshazilingpigs
AT yinshishu genomewideassociationanalysisidentifiedvariantsassociatedwithbodymeasurementandreproductiontraitsinshazilingpigs
AT liyulian genomewideassociationanalysisidentifiedvariantsassociatedwithbodymeasurementandreproductiontraitsinshazilingpigs
AT tanhong genomewideassociationanalysisidentifiedvariantsassociatedwithbodymeasurementandreproductiontraitsinshazilingpigs
AT wumaisheng genomewideassociationanalysisidentifiedvariantsassociatedwithbodymeasurementandreproductiontraitsinshazilingpigs
AT yinyulong genomewideassociationanalysisidentifiedvariantsassociatedwithbodymeasurementandreproductiontraitsinshazilingpigs
AT hejun genomewideassociationanalysisidentifiedvariantsassociatedwithbodymeasurementandreproductiontraitsinshazilingpigs
AT liumei genomewideassociationanalysisidentifiedvariantsassociatedwithbodymeasurementandreproductiontraitsinshazilingpigs