Genome-wide association and functional annotation analysis for the calving interval in Nellore cattle

被引:0
作者
Dias, Mayra Silva [1 ]
Pedrosa, Victor Breno [2 ]
da Cruz, Valdecy Aparecida Rocha [1 ]
Silva, Marcio Ribeiro [3 ]
Pinto, Luis Fernando Batista [1 ]
机构
[1] Univ Fed Bahia, Anim Sci Dept, Av Milton Santos 500, BR-40170110 Salvador, BA, Brazil
[2] Neogen Corp, Biotechnol Res, Lincoln, NE USA
[3] Melhore Anim & Katayama Agr Lda, BR-16700000 Guararapes, SP, Brazil
关键词
Cattle; Genes; Heritability; Reproduction; SNPs; Zebu; BEEF-CATTLE; REPRODUCTIVE-PERFORMANCE; SCROTAL CIRCUMFERENCE; GENETIC-ANALYSIS; GROWTH TRAITS; COWS; EXPRESSION; RESISTANCE; STRESS;
D O I
10.1016/j.theriogenology.2024.01.034
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Calving interval (CI) measures the number of days between two consecutive calves of the same cow, and previous studies based on phenotype and pedigree data reported low heritability for this trait. However, the genetic architecture of CI in the Nellore breed was not evaluated based on genomic data. Thus, this study aimed to estimate the heritability based on genomic data and carry out a genome-wide association study (GWAS) for CI in the Nellore breed, using 12,599 pedigree records, 5078 CI records, and 3818 animals genotyped with 50k SNPchip panel. Both quality control and GWAS were performed in BLUPF90 family packages, which use the single-step genomic best linear unbiased predictor (ssGBLUP) method. The average CI was 427.6 days, with a standard deviation of 106.9 and a total range of 270-730 days. The heritability estimate was 0.04 +/- 0.04. The p -values of GWAS analysis resulted in a genomic inflation factor (lambda) of 1.08. The only significant SNP (rs136725686) at the genome-wide level (p -value = 1.53E-06) was located on BTA13. Other 19 SNPs were significant at the chromosome -wide level, distributed on BTA1, 2, 3, 6, 10, 13, 14, 17, 18, 22, and 26. Functional annotation analysis found thirty-six protein -coding genes, including genes related to cell cycle (RAD21, BCAR3), oocyte function (LHX8, CLPX, UTP23), immune system (TXK, TEC, NFATC2), endocrine function (LRRFIP2, GPR158), estrous cycle (SLC38A7), and female fertility (CCK, LYZL4, TRAK1, FOXP1, STAC). Therefore, CI is a complex trait with small heritability in Nellore cattle, and various biological processes may be involved with the genetic architecture of CI in Nellore cattle.
引用
收藏
页码:214 / 222
页数:9
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