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

被引:6
|
作者
Lan, Qun [1 ]
Deng, Qiuchun [1 ]
Qi, Shijin [1 ]
Zhang, Yuebo [1 ]
Li, Zhi [1 ]
Yin, Shishu [1 ]
Li, Yulian [2 ]
Tan, Hong [2 ]
Wu, Maisheng [2 ]
Yin, Yulong [1 ,3 ,4 ,5 ]
He, Jun [1 ]
Liu, Mei [1 ,6 ]
机构
[1] Hunan Agr Univ, Coll Anim Sci & Technol, Changsha 410128, Peoples R China
[2] Hunan Prov Pig Ind Technol Syst, Xiang Dong Expt Stn, Xiangtan 411100, Peoples R China
[3] Chinese Acad Sci, Inst Subtrop Agr, Key Lab Agroecol Proc Subtrop Reg, Changsha 410125, Peoples R China
[4] Hunan Prov Engn Res Ctr Hlth Livestock & Poultry P, Changsha 410125, Peoples R China
[5] Minist Agr, Sci Observing & Expt Stn Anim Nutr & Feed Sci Sout, Changsha 410125, Peoples R China
[6] Kunpeng Inst Modern Agr Foshan, Foshan 528226, Peoples R China
基金
中国国家自然科学基金;
关键词
Shaziling pigs; SNP; body measurement trait; reproductive trait; GWAS; LITTER SIZE; GENETIC-PARAMETERS; DIFFERENTIATION; PROLIFERATION; ARCHITECTURE; YORKSHIRE; PLACENTA; SKELETAL; GROWTH; DUROC;
D O I
10.3390/genes14020522
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
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.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] A genome-wide association study of important reproduction traits in large white pigs
    Wu, Zheng Chang
    Wang, Yifu
    Huang, Xiaoguo
    Wu, Shenglong
    Bao, Wenbin
    GENE, 2022, 838
  • [2] Finding associated variants in genome-wide association studies on multiple traits
    Gai, Lisa
    Eskin, Eleazar
    BIOINFORMATICS, 2018, 34 (13) : 467 - 474
  • [3] Utilizing Variants Identified with Multiple Genome-Wide Association Study Methods Optimizes Genomic Selection for Growth Traits in Pigs
    Zhang, Ruifeng
    Zhang, Yi
    Liu, Tongni
    Jiang, Bo
    Li, Zhenyang
    Qu, Youping
    Chen, Yaosheng
    Li, Zhengcao
    ANIMALS, 2023, 13 (04):
  • [4] Generalization of Variants Identified by Genome-Wide Association Studies for Electrocardiographic Traits in African Americans
    Jeff, Janina M.
    Ritchie, Marylyn D.
    Denny, Joshua C.
    Kho, Abel N.
    Ramirez, Andrea H.
    Crosslin, David
    Armstrong, Loren
    Basford, Melissa A.
    Wolf, Wendy A.
    Pacheco, Jennifer A.
    Chisholm, Rex L.
    Roden, Dan M.
    Hayes, M. Geoffrey
    Crawford, Dana C.
    ANNALS OF HUMAN GENETICS, 2013, 77 : 321 - 332
  • [5] Genome-Wide Association Study Identified New Variants Associated With Colorectal Cancer
    Gaj, Pawel
    Hennig, Ewa E.
    Maryan, Natalia
    Przytulski, Krzysztof
    Starzynska, Teresa
    Teumer, Alexander
    Homuth, Georg
    Regula, Jaroslaw
    Ostrowski, Jerzy
    GASTROENTEROLOGY, 2011, 140 (05) : S355 - S355
  • [6] Genome-wide association study reveals the candidate genes for reproduction traits in Yunong black pigs
    Li, Mengyu
    Li, Xin
    Liu, Chuang
    Han, Jinyi
    Han, Xuelei
    Wang, Kejun
    Qiao, Ruimin
    Yang, Feng
    Li, Xiu-Ling
    Li, Xin-Jian
    ANIMAL GENETICS, 2023, 54 (03) : 403 - 407
  • [7] Genome-wide association study for reproduction traits in Russian Holsteins
    Sermyagin, A.
    Gladyr, E.
    Kharitonov, S.
    Ermilov, A.
    Yanchukov, I.
    Strekozov, N.
    Zinovieva, N.
    REPRODUCTION IN DOMESTIC ANIMALS, 2015, 50 : 76 - 76
  • [8] A genome-wide association analysis for carcass and meat quality traits in Duroc pigs
    Gonzalez, R.
    Eusebi, P. G.
    Quintanilla, R.
    Figueiredo, T.
    Manunza, A.
    Noguera, J. L.
    Clop, A.
    Amills, M.
    JOURNAL OF ANIMAL SCIENCE, 2016, 94 : 119 - 120
  • [9] A Genome-Wide Association Study of Novel Genetic Variants Associated With Anthropometric Traits in Koreans
    Cho, Hye-Won
    Jin, Hyun-Seok
    Eom, Yong-Bin
    FRONTIERS IN GENETICS, 2021, 12
  • [10] Genome-Wide Association Study Identifies Loci for Body Composition and Structural Soundness Traits in Pigs
    Fan, Bin
    Onteru, Suneel K.
    Du, Zhi-Qiang
    Garrick, Dorian J.
    Stalder, Kenneth J.
    Rothschild, Max F.
    PLOS ONE, 2011, 6 (02):