Prospecting genomic regions associated with milk production traits in Egyptian buffalo

被引:9
作者
Abdel-Shafy, Hamdy [1 ]
Awad, Mohamed A. A. [1 ]
El-Regalaty, Hussein [2 ]
El-Assal, S. E-D [3 ]
Abou-Bakr, Samy [1 ]
机构
[1] Cairo Univ, Fac Agr, Dept Anim Prod, El Gamma St, Giza 12613, Egypt
[2] Agr Res Ctr, Anim Prod Res Inst, Dept Buffalo Res, Giza, Egypt
[3] Cairo Univ, Fac Agr, Dept Genet, El Gamma St, Giza 12613, Egypt
关键词
Candidate gene; genetic markers; genome-wide association; milk quality; WIDE ASSOCIATION; LINKAGE DISEQUILIBRIUM; QUALITY-CONTROL; CATTLE; LOCI; YIELD; GENE; POPULATION; VARIANTS; TPD52;
D O I
10.1017/S0022029920000953
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
The objectives of the current study were to detect putative genomic loci and to identify candidate genes associated with milk production traits in Egyptian buffalo. A total number of 161 479 daily milk yield (DMY) records and 60 318 monthly measures for fat and protein percentages (FP and PP, respectively), along with fat and protein yields (FY and PY, respectively) from 1670 animals were used. Genotyping was performed using Axiom(R) Buffalo Genotyping 90 K array. Genome-wide association study (GWAS) for each trait was performed using PLINK. After Bonferroni correction, 47 SNPs were associated with one or more milk production traits. These SNPs were distributed over 36 quantitative trait loci (QTL) and located on 20 buffalo chromosomes (BBU). For the 47 SNPs, one was overlapped for three traits (DMY, FY, and PY), six were associated with two traits (one for PP and PY and five for FY and PY) while the rest were associated with only one trait. Out of 36 identified QTL, eleven were overlapped with previously reported loci in buffalo and/or cattle populations. Some of these SNPs are placed within or close to potential candidate genes, for example: TPD52, ZBTB10, RALYL and SNX16 on BBU15, ADGRD1 on BBU17, ESRRG on BBU5 and GRIP1 on BBU4. This is the first reported study between genome-wide markers and milk components in Egyptian buffalo. Our findings provide useful information to explore the genetic mechanisms and relevant genes contributing to the variation in milk production traits. Further confirmation studies with larger population size are necessary to validate the findings and detect the causal genetic variants.
引用
收藏
页码:389 / 396
页数:8
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