Genome-Wide Association Study of Feed Efficiency Related Traits in Ducks

被引:7
作者
Guo, Qixin [1 ]
Huang, Lan [1 ]
Jiang, Yong [1 ]
Wang, Zhixiu [1 ]
Bi, Yulin [1 ]
Chen, Guohong [1 ,2 ]
Bai, Hao [2 ]
Chang, Guobin [1 ,2 ]
机构
[1] Yangzhou Univ, Coll Anim Sci & Technol, Yangzhou 225009, Jiangsu, Peoples R China
[2] Yangzhou Univ, Joint Int Res Lab Agr & Agriprod Safety, Minist Educ China, Yangzhou 225009, Jiangsu, Peoples R China
关键词
feed efficiency; phenotypic traits; genome-wide association; single nucleotide polymorphism study; WEIGHT;
D O I
10.3390/ani12121532
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
Simple Summary Good feed efficiency (FE) is an important trait to ensure the economic output of the livestock and poultry industries. Herein, a genome-wide association study was conducted to identify potential variants and genes associated with seven FE measures in ducks. Genomic DNA samples of 308 ducks were collected and sequenced. All animals were evaluated concerning body weight gain (BWG), feed intake (FI), residual feed intake (RFI), feed conversion ratio (FCR), and weight at 21 (BW21) and 42 days of age (BW42). Overall, 4 (FCR), 3 (FI), 36 (RFI), 6 (BWG), 8 (BW21), and 10 (BW42) single nucleotide polymorphisms (SNPs) were significantly associated with these FE traits, respectively. Moreover, candidate genes close to the identified variants were found to be mainly involved in key pathways and terms related to metabolism. In summary, these findings improve our understanding of poultry genetics and provide new foundations for breeding programs aimed at maximizing the economic potential of duck breeding and farming. Feed efficiency (FE) is the most important economic trait in the poultry and livestock industry. Thus, genetic improvement of FE may result in a considerable reduction of the cost and energy burdens. As genome-wide association studies (GWASs) can help identify candidate variants influencing FE, the present study aimed to analyze the phenotypic correlation and identify candidate variants of the seven FE traits in ducks. All traits were found to have significant positive correlations with varying degrees. In particular, residual feed intake presented correlation coefficients of 0.61, 0.54, and 0.13 with feed conversion ratio, and feed intake, respectively. Furthermore, data from seven FE-related GWAS revealed 4 (FCR), 3 (FI), 36 (RFI), 6 (BWG), 8 (BW21), and 10 (BW42) SNPs were significantly associated with body weight gain, feed intake, residual feed intake, feed conversion ratio, and weight at 21 and 42 days, respectively. Candidate SNPs of seven FE trait-related genes were involved in galactose metabolism, starch, propanoate metabolism, sucrose metabolism and etc. Taken together, these findings provide insight into the genetic mechanisms and genes involved in FE-related traits in ducks. However, further investigations are warranted to further validate these findings.
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页数:13
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共 42 条
[31]   Genome-wide association study for feed efficiency and growth traits in US beef cattle [J].
Seabury, Christopher M. ;
Oldeschulte, David L. ;
Saatchi, Mahdi ;
Beever, Jonathan E. ;
Decker, Jared E. ;
Halley, Yvette A. ;
Bhattarai, Eric K. ;
Molaei, Maral ;
Freetly, Harvey C. ;
Hansen, Stephanie L. ;
Yampara-Iquise, Helen ;
Johnson, Kristen A. ;
Kerley, Monty S. ;
Kim, JaeWoo ;
Loy, Daniel D. ;
Marques, Elisa ;
Neibergs, Holly L. ;
Schnabel, Robert D. ;
Shike, Daniel W. ;
Spangler, Matthew L. ;
Weaber, Robert L. ;
Garrick, Dorian J. ;
Taylor, Jeremy F. .
BMC GENOMICS, 2017, 18
[32]   A genome-wide association study for feed efficiency-related traits in a crossbred pig population [J].
Silva, E. F. ;
Lopes, M. S. ;
Lopes, P. S. ;
Gasparino, E. .
ANIMAL, 2019, 13 (11) :2447-2456
[33]   Benefits and limitations of genome-wide association studies [J].
Tam, Vivian ;
Patel, Nikunj ;
Turcotte, Michelle ;
Bosse, Yohan ;
Pare, Guillaume ;
Meyre, David .
NATURE REVIEWS GENETICS, 2019, 20 (08) :467-484
[34]   Gene networks for three feed efficiency criteria reveal shared and specific biological processes [J].
Taussat, Sebastien ;
Boussaha, Mekki ;
Ramayo-Caldas, Yuliaxis ;
Martin, Pauline ;
Venot, Eric ;
Cantalapiedra-Hijar, Gonzalo ;
Hoze, Chris ;
Fritz, Sebastien ;
Renand, Gilles .
GENETICS SELECTION EVOLUTION, 2020, 52 (01)
[35]   The chemokine SDF-1α triggers CXCR4 receptor dimerization and activates the JAK/STAT pathway [J].
Vila-Coro, AJ ;
Rodríguez-Frade, JM ;
De Ana, AM ;
Moreno-Ortíz, MC ;
Martínez, C ;
Mellado, M .
FASEB JOURNAL, 1999, 13 (13) :1699-1710
[36]   Determination of Residual Feed Intake and Its Associations with Single Nucleotide Polymorphism in Chickens [J].
Xu Zhen-qiang ;
Chen Jie ;
Zhang Yan ;
Ji Cong-liang ;
Zhang De-xiang ;
Zhang Xi-quan .
JOURNAL OF INTEGRATIVE AGRICULTURE, 2014, 13 (01) :148-157
[37]   Feed conversion ratio, residual feed intake and cholecystokinin type A receptor gene polymorphisms are associated with feed intake and average daily gain in a Chinese local chicken population [J].
Yi, Zhenhua ;
Li, Xing ;
Luo, Wen ;
Xu, Zhenqiang ;
Ji, Congliang ;
Zhang, Yan ;
Nie, Qinghua ;
Zhang, Dexiang ;
Zhang, Xiquan .
JOURNAL OF ANIMAL SCIENCE AND BIOTECHNOLOGY, 2018, 9
[38]   rMVP: A Memory-efficient, Visualization-enhanced, and Parallel-accelerated Tool for Genome-wide Association Study [J].
Yin, Lilin ;
Zhang, Haohao ;
Tang, Zhenshuang ;
Xu, Jingya ;
Yin, Dong ;
Zhang, Zhiwu ;
Yuan, Xiaohui ;
Zhu, Mengjin ;
Zhao, Shuhong ;
Li, Xinyun ;
Liu, Xiaolei .
GENOMICS PROTEOMICS & BIOINFORMATICS, 2021, 19 (04) :619-628
[39]   Importance of feed efficiency for sustainable intensification of chicken meat production: implications and role for amino acids, feed enzymes and organic trace minerals [J].
Zampiga, M. ;
Calini, F. ;
Sirri, F. .
WORLDS POULTRY SCIENCE JOURNAL, 2021, 77 (03) :639-659
[40]   PopLDdecay: a fast and effective tool for linkage disequilibrium decay analysis based on variant call format files [J].
Zhang, Chi ;
Dong, Shan-Shan ;
Xu, Jun-Yang ;
He, Wei-Ming ;
Yang, Tie-Lin .
BIOINFORMATICS, 2019, 35 (10) :1786-1788