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Elucidation of the genetic determination of clutch traits in Chinese local chickens of the Laiwu Black breed
BACKGROUND: Egg laying rate (LR) is associated with a clutch, which is defined as consecutive days of oviposition. The clutch trait can be used as a selection indicator to improve egg production in poultry breeding. However, little is known about the genetic basis of clutch traits. In this study, ou...
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/PMC10652520/ https://www.ncbi.nlm.nih.gov/pubmed/37968610 http://dx.doi.org/10.1186/s12864-023-09798-0 |
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author | Wang, Jie Liu, Zhansheng Cao, Dingguo Liu, Jie Li, Fuwei Han, Heguo Han, Haixia Lei, Qiuxia Liu, Wei Li, Dapeng Wang, Jianxia Zhou, Yan |
author_facet | Wang, Jie Liu, Zhansheng Cao, Dingguo Liu, Jie Li, Fuwei Han, Heguo Han, Haixia Lei, Qiuxia Liu, Wei Li, Dapeng Wang, Jianxia Zhou, Yan |
author_sort | Wang, Jie |
collection | PubMed |
description | BACKGROUND: Egg laying rate (LR) is associated with a clutch, which is defined as consecutive days of oviposition. The clutch trait can be used as a selection indicator to improve egg production in poultry breeding. However, little is known about the genetic basis of clutch traits. In this study, our aim was to estimate genetic parameters and identify quantitative trait single nucleotide polymorphisms for clutch traits in 399 purebred Laiwu Black chickens (a native Chinese breed) using a genome-wide association study (GWAS). METHODS: In this work, after estimating the genetic parameters of age at first egg, body weight at first egg, LR, longest clutch until 52 week of age, first week when the longest clutch starts, last week when the longest clutch ends, number of clutches, and longest number of days without egg-laying until 52 week of age, we identified single nucleotide polymorphisms (SNPs) and potential candidate genes associated with clutch traits in Laiwu Black chickens. The restricted maximum likelihood method was used to estimate genetic parameters of clutch pattern in 399 Laiwu Black hens, using the GCTA software. RESULTS: The results showed that SNP-based heritability estimates of clutch traits ranged from 0.06 to 0.59. Genotyping data were obtained from whole genome re-sequencing data. After quality control, a total of 10,810,544 SNPs remained to be analyzed. The GWAS revealed that 421 significant SNPs responsible for clutch traits were scattered on chicken chromosomes 1–14, 17–19, 21–25, 28 and Z. Among the annotated genes, NELL2, SMYD9, SPTLC2, SMYD3 and PLCL1 were the most promising candidates for clutch traits in Laiwu Black chickens. CONCLUSION: The findings of this research provide critical insight into the genetic basis of clutch traits. These results contribute to the identification of candidate genes and variants. Genes and SNPs potentially provide new avenues for further research and would help to establish a framework for new methods of genomic prediction, and increase the accuracy of estimated genetic merit for egg production and clutch traits. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09798-0. |
format | Online Article Text |
id | pubmed-10652520 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106525202023-11-16 Elucidation of the genetic determination of clutch traits in Chinese local chickens of the Laiwu Black breed Wang, Jie Liu, Zhansheng Cao, Dingguo Liu, Jie Li, Fuwei Han, Heguo Han, Haixia Lei, Qiuxia Liu, Wei Li, Dapeng Wang, Jianxia Zhou, Yan BMC Genomics Research Article BACKGROUND: Egg laying rate (LR) is associated with a clutch, which is defined as consecutive days of oviposition. The clutch trait can be used as a selection indicator to improve egg production in poultry breeding. However, little is known about the genetic basis of clutch traits. In this study, our aim was to estimate genetic parameters and identify quantitative trait single nucleotide polymorphisms for clutch traits in 399 purebred Laiwu Black chickens (a native Chinese breed) using a genome-wide association study (GWAS). METHODS: In this work, after estimating the genetic parameters of age at first egg, body weight at first egg, LR, longest clutch until 52 week of age, first week when the longest clutch starts, last week when the longest clutch ends, number of clutches, and longest number of days without egg-laying until 52 week of age, we identified single nucleotide polymorphisms (SNPs) and potential candidate genes associated with clutch traits in Laiwu Black chickens. The restricted maximum likelihood method was used to estimate genetic parameters of clutch pattern in 399 Laiwu Black hens, using the GCTA software. RESULTS: The results showed that SNP-based heritability estimates of clutch traits ranged from 0.06 to 0.59. Genotyping data were obtained from whole genome re-sequencing data. After quality control, a total of 10,810,544 SNPs remained to be analyzed. The GWAS revealed that 421 significant SNPs responsible for clutch traits were scattered on chicken chromosomes 1–14, 17–19, 21–25, 28 and Z. Among the annotated genes, NELL2, SMYD9, SPTLC2, SMYD3 and PLCL1 were the most promising candidates for clutch traits in Laiwu Black chickens. CONCLUSION: The findings of this research provide critical insight into the genetic basis of clutch traits. These results contribute to the identification of candidate genes and variants. Genes and SNPs potentially provide new avenues for further research and would help to establish a framework for new methods of genomic prediction, and increase the accuracy of estimated genetic merit for egg production and clutch traits. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09798-0. BioMed Central 2023-11-16 /pmc/articles/PMC10652520/ /pubmed/37968610 http://dx.doi.org/10.1186/s12864-023-09798-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Article Wang, Jie Liu, Zhansheng Cao, Dingguo Liu, Jie Li, Fuwei Han, Heguo Han, Haixia Lei, Qiuxia Liu, Wei Li, Dapeng Wang, Jianxia Zhou, Yan Elucidation of the genetic determination of clutch traits in Chinese local chickens of the Laiwu Black breed |
title | Elucidation of the genetic determination of clutch traits in Chinese local chickens of the Laiwu Black breed |
title_full | Elucidation of the genetic determination of clutch traits in Chinese local chickens of the Laiwu Black breed |
title_fullStr | Elucidation of the genetic determination of clutch traits in Chinese local chickens of the Laiwu Black breed |
title_full_unstemmed | Elucidation of the genetic determination of clutch traits in Chinese local chickens of the Laiwu Black breed |
title_short | Elucidation of the genetic determination of clutch traits in Chinese local chickens of the Laiwu Black breed |
title_sort | elucidation of the genetic determination of clutch traits in chinese local chickens of the laiwu black breed |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10652520/ https://www.ncbi.nlm.nih.gov/pubmed/37968610 http://dx.doi.org/10.1186/s12864-023-09798-0 |
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