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Identification of the genetic basis of the duck growth rate in multiple growth stages using genome-wide association analysis
BACKGROUND: The genetic locus responsible for duck body size has been fully explained before, but the growth trait-related genetic basis is still waiting to be explored. For example, the genetic site related to growth rate, an important economic trait affecting marketing weight and feeding cost, is...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10223888/ https://www.ncbi.nlm.nih.gov/pubmed/37237371 http://dx.doi.org/10.1186/s12864-023-09302-8 |
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author | Xi, Yang Wu, Qifan Zeng, Yutian Qi, Jingjing Li, Junpeng He, Hua Xu, Hengyong Hu, Jiwei Yan, Xiping Bai, Lili Han, Chunchun Hu, Shenqiang Wang, Jiwen Liu, Hehe Li, Liang |
author_facet | Xi, Yang Wu, Qifan Zeng, Yutian Qi, Jingjing Li, Junpeng He, Hua Xu, Hengyong Hu, Jiwei Yan, Xiping Bai, Lili Han, Chunchun Hu, Shenqiang Wang, Jiwen Liu, Hehe Li, Liang |
author_sort | Xi, Yang |
collection | PubMed |
description | BACKGROUND: The genetic locus responsible for duck body size has been fully explained before, but the growth trait-related genetic basis is still waiting to be explored. For example, the genetic site related to growth rate, an important economic trait affecting marketing weight and feeding cost, is still unclear. Here, we performed genome wide association study (GWAS) to identify growth rate-associated genes and mutations. RESULT: In the current study, the body weight data of 358 ducks were recorded every 10 days from hatching to 120 days of age. According to the growth curve, we evaluated the relative and absolute growth rates (RGR and AGR) of 5 stages during the early rapid growth period. GWAS results for RGRs identified 31 significant SNPs on autosomes, and these SNPs were annotated by 24 protein-coding genes. Fourteen autosomal SNPs were significantly associated with AGRs. In addition, 4 shared significant SNPs were identified as having an association with both AGR and RGR, which were Chr2: 11483045 C>T, Chr2: 13750217 G>A, Chr2: 42508231 G>A and Chr2: 43644612 C>T. Among them, Chr2: 11483045 C>T, Chr2: 42508231 G>A, and Chr2: 43644612 C>T were annotated by ASAP1, LYN and CABYR, respectively. ASAP1 and LYN have already been proven to play roles in the growth and development of other species. In addition, we genotyped every duck using the most significant SNP (Chr2: 42508231 G>A) and compared the growth rate difference among each genotype population. The results showed that the growth rates of individuals carrying the Chr2: 42508231 A allele were significantly lower than those without this allele. Moreover, the results of the Mendelian randomization (MR) analysis supported the idea that the growth rate and birth weight had a causal effect on the adult body weight, with the growth rate having a greater effect size. CONCLUSION: In this study, 41 SNPs significantly related to growth rate were identified. In addition, we considered that the ASAP1 and LYN genes are essential candidate genes affecting the duck growth rate. The growth rate also showed the potential to be used as a reliable predictor of adult weight, providing a theoretical reference for preselection. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09302-8. |
format | Online Article Text |
id | pubmed-10223888 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-102238882023-05-28 Identification of the genetic basis of the duck growth rate in multiple growth stages using genome-wide association analysis Xi, Yang Wu, Qifan Zeng, Yutian Qi, Jingjing Li, Junpeng He, Hua Xu, Hengyong Hu, Jiwei Yan, Xiping Bai, Lili Han, Chunchun Hu, Shenqiang Wang, Jiwen Liu, Hehe Li, Liang BMC Genomics Research BACKGROUND: The genetic locus responsible for duck body size has been fully explained before, but the growth trait-related genetic basis is still waiting to be explored. For example, the genetic site related to growth rate, an important economic trait affecting marketing weight and feeding cost, is still unclear. Here, we performed genome wide association study (GWAS) to identify growth rate-associated genes and mutations. RESULT: In the current study, the body weight data of 358 ducks were recorded every 10 days from hatching to 120 days of age. According to the growth curve, we evaluated the relative and absolute growth rates (RGR and AGR) of 5 stages during the early rapid growth period. GWAS results for RGRs identified 31 significant SNPs on autosomes, and these SNPs were annotated by 24 protein-coding genes. Fourteen autosomal SNPs were significantly associated with AGRs. In addition, 4 shared significant SNPs were identified as having an association with both AGR and RGR, which were Chr2: 11483045 C>T, Chr2: 13750217 G>A, Chr2: 42508231 G>A and Chr2: 43644612 C>T. Among them, Chr2: 11483045 C>T, Chr2: 42508231 G>A, and Chr2: 43644612 C>T were annotated by ASAP1, LYN and CABYR, respectively. ASAP1 and LYN have already been proven to play roles in the growth and development of other species. In addition, we genotyped every duck using the most significant SNP (Chr2: 42508231 G>A) and compared the growth rate difference among each genotype population. The results showed that the growth rates of individuals carrying the Chr2: 42508231 A allele were significantly lower than those without this allele. Moreover, the results of the Mendelian randomization (MR) analysis supported the idea that the growth rate and birth weight had a causal effect on the adult body weight, with the growth rate having a greater effect size. CONCLUSION: In this study, 41 SNPs significantly related to growth rate were identified. In addition, we considered that the ASAP1 and LYN genes are essential candidate genes affecting the duck growth rate. The growth rate also showed the potential to be used as a reliable predictor of adult weight, providing a theoretical reference for preselection. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09302-8. BioMed Central 2023-05-26 /pmc/articles/PMC10223888/ /pubmed/37237371 http://dx.doi.org/10.1186/s12864-023-09302-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Xi, Yang Wu, Qifan Zeng, Yutian Qi, Jingjing Li, Junpeng He, Hua Xu, Hengyong Hu, Jiwei Yan, Xiping Bai, Lili Han, Chunchun Hu, Shenqiang Wang, Jiwen Liu, Hehe Li, Liang Identification of the genetic basis of the duck growth rate in multiple growth stages using genome-wide association analysis |
title | Identification of the genetic basis of the duck growth rate in multiple growth stages using genome-wide association analysis |
title_full | Identification of the genetic basis of the duck growth rate in multiple growth stages using genome-wide association analysis |
title_fullStr | Identification of the genetic basis of the duck growth rate in multiple growth stages using genome-wide association analysis |
title_full_unstemmed | Identification of the genetic basis of the duck growth rate in multiple growth stages using genome-wide association analysis |
title_short | Identification of the genetic basis of the duck growth rate in multiple growth stages using genome-wide association analysis |
title_sort | identification of the genetic basis of the duck growth rate in multiple growth stages using genome-wide association analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10223888/ https://www.ncbi.nlm.nih.gov/pubmed/37237371 http://dx.doi.org/10.1186/s12864-023-09302-8 |
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