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Gene-Set Enrichment Analysis for Identifying Genes and Biological Activities Associated with Growth Traits in Dromedaries

SIMPLE SUMMARY: This project aimed to find biological themes affecting growth in dromedaries. Candidate SNPs associated with growth were mapped to 22 genes, and 25 significant themes were identified related to growth. The main biological functions included calcium ion binding, protein binding, DNA-b...

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Autores principales: Sani, Morteza Bitaraf, Roudbari, Zahra, Karimi, Omid, Banabazi, Mohammad Hossein, Esmaeilkhanian, Saeid, Asadzadeh, Nader, Zare Harofte, Javad, Shafei Naderi, Ali, Burger, Pamela Anna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8773174/
https://www.ncbi.nlm.nih.gov/pubmed/35049806
http://dx.doi.org/10.3390/ani12020184
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author Sani, Morteza Bitaraf
Roudbari, Zahra
Karimi, Omid
Banabazi, Mohammad Hossein
Esmaeilkhanian, Saeid
Asadzadeh, Nader
Zare Harofte, Javad
Shafei Naderi, Ali
Burger, Pamela Anna
author_facet Sani, Morteza Bitaraf
Roudbari, Zahra
Karimi, Omid
Banabazi, Mohammad Hossein
Esmaeilkhanian, Saeid
Asadzadeh, Nader
Zare Harofte, Javad
Shafei Naderi, Ali
Burger, Pamela Anna
author_sort Sani, Morteza Bitaraf
collection PubMed
description SIMPLE SUMMARY: This project aimed to find biological themes affecting growth in dromedaries. Candidate SNPs associated with growth were mapped to 22 genes, and 25 significant themes were identified related to growth. The main biological functions included calcium ion binding, protein binding, DNA-binding transcription factor activity, protein kinase activity, tropomyosin binding, myosin complex, actin-binding, ATP binding, receptor signaling pathway via JAK-STAT, and cytokine activity. EFCAB5, MTIF2, MYO3A, TBX15, IFNL3, PREX1, and TMOD3 genes are candidates for improving growth in camel breeding programs. ABSTRACT: Growth is an important heritable economic trait for dromedaries and necessary for planning a successful breeding program. Until now, genome-wide association studies (GWAS) and QTL-mapping have identified significant single nucleotide polymorphisms (SNPs) associated with growth in domestic animals, but in dromedaries, the number of studies is very low. This project aimed to find biological themes affecting growth in dromedaries. In the first step, 99 candidate SNPs were chosen from a previously established set of SNPs associated with body weight, gain, and birth weight in Iranian dromedaries. Next, 0.5 kb upstream and downstream of each candidate SNP were selected from NCBI (assembly accession: GCA_000803125.3). The annotation of fragments with candidate SNPs regarding the reference genome was retrieved using the Blast2GO tool. Candidate SNPs associated with growth were mapped to 22 genes, and 25 significant biological themes were identified to be related to growth in dromedaries. The main biological functions included calcium ion binding, protein binding, DNA-binding transcription factor activity, protein kinase activity, tropomyosin binding, myosin complex, actin-binding, ATP binding, receptor signaling pathway via JAK-STAT, and cytokine activity. EFCAB5, MTIF2, MYO3A, TBX15, IFNL3, PREX1, and TMOD3 genes are candidates for improving growth in camel breeding programs.
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spelling pubmed-87731742022-01-21 Gene-Set Enrichment Analysis for Identifying Genes and Biological Activities Associated with Growth Traits in Dromedaries Sani, Morteza Bitaraf Roudbari, Zahra Karimi, Omid Banabazi, Mohammad Hossein Esmaeilkhanian, Saeid Asadzadeh, Nader Zare Harofte, Javad Shafei Naderi, Ali Burger, Pamela Anna Animals (Basel) Article SIMPLE SUMMARY: This project aimed to find biological themes affecting growth in dromedaries. Candidate SNPs associated with growth were mapped to 22 genes, and 25 significant themes were identified related to growth. The main biological functions included calcium ion binding, protein binding, DNA-binding transcription factor activity, protein kinase activity, tropomyosin binding, myosin complex, actin-binding, ATP binding, receptor signaling pathway via JAK-STAT, and cytokine activity. EFCAB5, MTIF2, MYO3A, TBX15, IFNL3, PREX1, and TMOD3 genes are candidates for improving growth in camel breeding programs. ABSTRACT: Growth is an important heritable economic trait for dromedaries and necessary for planning a successful breeding program. Until now, genome-wide association studies (GWAS) and QTL-mapping have identified significant single nucleotide polymorphisms (SNPs) associated with growth in domestic animals, but in dromedaries, the number of studies is very low. This project aimed to find biological themes affecting growth in dromedaries. In the first step, 99 candidate SNPs were chosen from a previously established set of SNPs associated with body weight, gain, and birth weight in Iranian dromedaries. Next, 0.5 kb upstream and downstream of each candidate SNP were selected from NCBI (assembly accession: GCA_000803125.3). The annotation of fragments with candidate SNPs regarding the reference genome was retrieved using the Blast2GO tool. Candidate SNPs associated with growth were mapped to 22 genes, and 25 significant biological themes were identified to be related to growth in dromedaries. The main biological functions included calcium ion binding, protein binding, DNA-binding transcription factor activity, protein kinase activity, tropomyosin binding, myosin complex, actin-binding, ATP binding, receptor signaling pathway via JAK-STAT, and cytokine activity. EFCAB5, MTIF2, MYO3A, TBX15, IFNL3, PREX1, and TMOD3 genes are candidates for improving growth in camel breeding programs. MDPI 2022-01-13 /pmc/articles/PMC8773174/ /pubmed/35049806 http://dx.doi.org/10.3390/ani12020184 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sani, Morteza Bitaraf
Roudbari, Zahra
Karimi, Omid
Banabazi, Mohammad Hossein
Esmaeilkhanian, Saeid
Asadzadeh, Nader
Zare Harofte, Javad
Shafei Naderi, Ali
Burger, Pamela Anna
Gene-Set Enrichment Analysis for Identifying Genes and Biological Activities Associated with Growth Traits in Dromedaries
title Gene-Set Enrichment Analysis for Identifying Genes and Biological Activities Associated with Growth Traits in Dromedaries
title_full Gene-Set Enrichment Analysis for Identifying Genes and Biological Activities Associated with Growth Traits in Dromedaries
title_fullStr Gene-Set Enrichment Analysis for Identifying Genes and Biological Activities Associated with Growth Traits in Dromedaries
title_full_unstemmed Gene-Set Enrichment Analysis for Identifying Genes and Biological Activities Associated with Growth Traits in Dromedaries
title_short Gene-Set Enrichment Analysis for Identifying Genes and Biological Activities Associated with Growth Traits in Dromedaries
title_sort gene-set enrichment analysis for identifying genes and biological activities associated with growth traits in dromedaries
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8773174/
https://www.ncbi.nlm.nih.gov/pubmed/35049806
http://dx.doi.org/10.3390/ani12020184
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