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Genome-wide association study reveals novel candidate genes for litter size in Markhoz goats
INTRODUCTION: The Markhoz goat is the only breed that can produce high-quality fiber called mohair in Iran; however, the size of its population has faced a dramatic decline during the last decades, mainly due to the reluctance of farmers to rear Markhoz goats caused by a reduction in goat production...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9727218/ https://www.ncbi.nlm.nih.gov/pubmed/36504837 http://dx.doi.org/10.3389/fvets.2022.1045589 |
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author | Mahmoudi, Peyman Rashidi, Amir Nazari-Ghadikolaei, Anahit Rostamzadeh, Jalal Razmkabir, Mohammad Huson, Heather Jay |
author_facet | Mahmoudi, Peyman Rashidi, Amir Nazari-Ghadikolaei, Anahit Rostamzadeh, Jalal Razmkabir, Mohammad Huson, Heather Jay |
author_sort | Mahmoudi, Peyman |
collection | PubMed |
description | INTRODUCTION: The Markhoz goat is the only breed that can produce high-quality fiber called mohair in Iran; however, the size of its population has faced a dramatic decline during the last decades, mainly due to the reluctance of farmers to rear Markhoz goats caused by a reduction in goat production income. Litter size at birth (LSB) and weaning (LSW) are two economically important reproductive traits for local goat breeders and have the potential of increasing the population growth rate. The present study was aimed to identify possible genomic regions that are associated with LSB and LSW in Markhoz goats using a genome-wide association study (GWAS). METHODS: To this end, 136 Markhoz goats with record(s) of kidding were selected for GWAS using the Illumina Caprine 50K bead chip. The individual breeding values (BV) of available LSB and LSW records estimated under an animal mixed model were used as the dependent variable in the GWAS, thereby incorporating repeated categorical variables of litter size. RESULTS: Four SNPs on chromosomes 2, 20 and 21 were identified to be significantly associated (FDR p < 0.05) with LSB after multiple testing correction under a Bayesian-information and Linkage-disequilibrium Iteratively Nested Keyway (BLINK) model. Least-square analysis was performed to investigate the effects of detected genotypes on LSB. Ultimately, the GWAS results introduced six candidate genes, including GABRA5, AKAP13, SV2B, PPP1R1C, SSFA2 and TRNAS-GCU in a 100 kb adjacent region of the identified SNPs. Previous studies proposed functional roles of GABRA5 and AKAP13 genes in reproductive processes; however, the role of other candidate genes in reproduction is not clear. CONCLUSION: These findings warrant further investigation for use in marker-assisted selection programs in Markhoz goats. |
format | Online Article Text |
id | pubmed-9727218 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97272182022-12-08 Genome-wide association study reveals novel candidate genes for litter size in Markhoz goats Mahmoudi, Peyman Rashidi, Amir Nazari-Ghadikolaei, Anahit Rostamzadeh, Jalal Razmkabir, Mohammad Huson, Heather Jay Front Vet Sci Veterinary Science INTRODUCTION: The Markhoz goat is the only breed that can produce high-quality fiber called mohair in Iran; however, the size of its population has faced a dramatic decline during the last decades, mainly due to the reluctance of farmers to rear Markhoz goats caused by a reduction in goat production income. Litter size at birth (LSB) and weaning (LSW) are two economically important reproductive traits for local goat breeders and have the potential of increasing the population growth rate. The present study was aimed to identify possible genomic regions that are associated with LSB and LSW in Markhoz goats using a genome-wide association study (GWAS). METHODS: To this end, 136 Markhoz goats with record(s) of kidding were selected for GWAS using the Illumina Caprine 50K bead chip. The individual breeding values (BV) of available LSB and LSW records estimated under an animal mixed model were used as the dependent variable in the GWAS, thereby incorporating repeated categorical variables of litter size. RESULTS: Four SNPs on chromosomes 2, 20 and 21 were identified to be significantly associated (FDR p < 0.05) with LSB after multiple testing correction under a Bayesian-information and Linkage-disequilibrium Iteratively Nested Keyway (BLINK) model. Least-square analysis was performed to investigate the effects of detected genotypes on LSB. Ultimately, the GWAS results introduced six candidate genes, including GABRA5, AKAP13, SV2B, PPP1R1C, SSFA2 and TRNAS-GCU in a 100 kb adjacent region of the identified SNPs. Previous studies proposed functional roles of GABRA5 and AKAP13 genes in reproductive processes; however, the role of other candidate genes in reproduction is not clear. CONCLUSION: These findings warrant further investigation for use in marker-assisted selection programs in Markhoz goats. Frontiers Media S.A. 2022-11-23 /pmc/articles/PMC9727218/ /pubmed/36504837 http://dx.doi.org/10.3389/fvets.2022.1045589 Text en Copyright © 2022 Mahmoudi, Rashidi, Nazari-Ghadikolaei, Rostamzadeh, Razmkabir and Huson. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Veterinary Science Mahmoudi, Peyman Rashidi, Amir Nazari-Ghadikolaei, Anahit Rostamzadeh, Jalal Razmkabir, Mohammad Huson, Heather Jay Genome-wide association study reveals novel candidate genes for litter size in Markhoz goats |
title | Genome-wide association study reveals novel candidate genes for litter size in Markhoz goats |
title_full | Genome-wide association study reveals novel candidate genes for litter size in Markhoz goats |
title_fullStr | Genome-wide association study reveals novel candidate genes for litter size in Markhoz goats |
title_full_unstemmed | Genome-wide association study reveals novel candidate genes for litter size in Markhoz goats |
title_short | Genome-wide association study reveals novel candidate genes for litter size in Markhoz goats |
title_sort | genome-wide association study reveals novel candidate genes for litter size in markhoz goats |
topic | Veterinary Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9727218/ https://www.ncbi.nlm.nih.gov/pubmed/36504837 http://dx.doi.org/10.3389/fvets.2022.1045589 |
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