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A genome‐wide association study of morphometric traits in dromedaries

BACKGROUND: Investigating genomic regions associated with morphometric traits in camels is valuable, because it allows a better understanding of adaptive and productive features to implement a sustainable management and a customised breeding program for dromedaries. OBJECTIVES: With a genome‐wide as...

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Autores principales: Bitaraf sani, Morteza, Karimi, Omid, Burger, Pamela Anna, Javanmard, Arash, Roudbari, Zahra, Mohajer, Mokhtar, Asadzadeh, Nader, Zareh Harofteh, Javad, Kazemi, Ali, Naderi, Ali Shafei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10357240/
https://www.ncbi.nlm.nih.gov/pubmed/37139670
http://dx.doi.org/10.1002/vms3.1151
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author Bitaraf sani, Morteza
Karimi, Omid
Burger, Pamela Anna
Javanmard, Arash
Roudbari, Zahra
Mohajer, Mokhtar
Asadzadeh, Nader
Zareh Harofteh, Javad
Kazemi, Ali
Naderi, Ali Shafei
author_facet Bitaraf sani, Morteza
Karimi, Omid
Burger, Pamela Anna
Javanmard, Arash
Roudbari, Zahra
Mohajer, Mokhtar
Asadzadeh, Nader
Zareh Harofteh, Javad
Kazemi, Ali
Naderi, Ali Shafei
author_sort Bitaraf sani, Morteza
collection PubMed
description BACKGROUND: Investigating genomic regions associated with morphometric traits in camels is valuable, because it allows a better understanding of adaptive and productive features to implement a sustainable management and a customised breeding program for dromedaries. OBJECTIVES: With a genome‐wide association study (GWAS) including 96 Iranian dromedaries phenotyped for 12 morphometric traits and genotyped‐by‐sequencing (GBS) with 14,522 SNPs, we aimed at identifying associated candidate genes. METHODS: The association between SNPs and morphometric traits was investigated using a linear mixed model with principal component analysis (PCA) and kinship matrix. RESULTS: With this approach, we detected 59 SNPs located in 37 candidate genes potentially associated to morphometric traits in dromedaries. The top associated SNPs were related to pin width, whither to pin length, height at whither, muzzle girth, and tail length. Interestingly, the results highlight the association between whither height, muzzle circumference, tail length, whither to pin length. The identified candidate genes were associated with growth, body size, and immune system in other species. CONCLUSIONS: We identified three key hub genes in the gene network analysis including ACTB, SOCS1 and ARFGEF1. In the central position of gene network, ACTB was detected as the most important gene related to muscle function. With this initial GWAS using GBS on dromedary camels for morphometric traits, we show that this SNP panel can be effective for genetic evaluation of growth in dromedaries. However, we suggest a higher‐density SNP array may greatly improve the reliability of the results.
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spelling pubmed-103572402023-07-21 A genome‐wide association study of morphometric traits in dromedaries Bitaraf sani, Morteza Karimi, Omid Burger, Pamela Anna Javanmard, Arash Roudbari, Zahra Mohajer, Mokhtar Asadzadeh, Nader Zareh Harofteh, Javad Kazemi, Ali Naderi, Ali Shafei Vet Med Sci RUMINANTS BACKGROUND: Investigating genomic regions associated with morphometric traits in camels is valuable, because it allows a better understanding of adaptive and productive features to implement a sustainable management and a customised breeding program for dromedaries. OBJECTIVES: With a genome‐wide association study (GWAS) including 96 Iranian dromedaries phenotyped for 12 morphometric traits and genotyped‐by‐sequencing (GBS) with 14,522 SNPs, we aimed at identifying associated candidate genes. METHODS: The association between SNPs and morphometric traits was investigated using a linear mixed model with principal component analysis (PCA) and kinship matrix. RESULTS: With this approach, we detected 59 SNPs located in 37 candidate genes potentially associated to morphometric traits in dromedaries. The top associated SNPs were related to pin width, whither to pin length, height at whither, muzzle girth, and tail length. Interestingly, the results highlight the association between whither height, muzzle circumference, tail length, whither to pin length. The identified candidate genes were associated with growth, body size, and immune system in other species. CONCLUSIONS: We identified three key hub genes in the gene network analysis including ACTB, SOCS1 and ARFGEF1. In the central position of gene network, ACTB was detected as the most important gene related to muscle function. With this initial GWAS using GBS on dromedary camels for morphometric traits, we show that this SNP panel can be effective for genetic evaluation of growth in dromedaries. However, we suggest a higher‐density SNP array may greatly improve the reliability of the results. John Wiley and Sons Inc. 2023-05-04 /pmc/articles/PMC10357240/ /pubmed/37139670 http://dx.doi.org/10.1002/vms3.1151 Text en © 2023 The Authors. Veterinary Medicine and Science published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle RUMINANTS
Bitaraf sani, Morteza
Karimi, Omid
Burger, Pamela Anna
Javanmard, Arash
Roudbari, Zahra
Mohajer, Mokhtar
Asadzadeh, Nader
Zareh Harofteh, Javad
Kazemi, Ali
Naderi, Ali Shafei
A genome‐wide association study of morphometric traits in dromedaries
title A genome‐wide association study of morphometric traits in dromedaries
title_full A genome‐wide association study of morphometric traits in dromedaries
title_fullStr A genome‐wide association study of morphometric traits in dromedaries
title_full_unstemmed A genome‐wide association study of morphometric traits in dromedaries
title_short A genome‐wide association study of morphometric traits in dromedaries
title_sort genome‐wide association study of morphometric traits in dromedaries
topic RUMINANTS
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10357240/
https://www.ncbi.nlm.nih.gov/pubmed/37139670
http://dx.doi.org/10.1002/vms3.1151
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