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Genomic variants identified from whole-genome resequencing of indicine cattle breeds from Pakistan

The primary goal of cattle genomics is the identification of genome-wide polymorphism associated with economically important traits. The bovine genome sequencing project was completed in 2009. Since then, using massively parallel sequencing technologies, a large number of Bos taurus cattle breeds ha...

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Autores principales: Iqbal, Naveed, Liu, Xin, Yang, Ting, Huang, Ziheng, Hanif, Quratulain, Asif, Muhammad, Khan, Qaiser Mahmood, Mansoor, Shahid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6459497/
https://www.ncbi.nlm.nih.gov/pubmed/30973947
http://dx.doi.org/10.1371/journal.pone.0215065
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author Iqbal, Naveed
Liu, Xin
Yang, Ting
Huang, Ziheng
Hanif, Quratulain
Asif, Muhammad
Khan, Qaiser Mahmood
Mansoor, Shahid
author_facet Iqbal, Naveed
Liu, Xin
Yang, Ting
Huang, Ziheng
Hanif, Quratulain
Asif, Muhammad
Khan, Qaiser Mahmood
Mansoor, Shahid
author_sort Iqbal, Naveed
collection PubMed
description The primary goal of cattle genomics is the identification of genome-wide polymorphism associated with economically important traits. The bovine genome sequencing project was completed in 2009. Since then, using massively parallel sequencing technologies, a large number of Bos taurus cattle breeds have been resequenced and scanned for genome-wide polymorphisms. As a result, a substantial number of single nucleotide polymorphisms (SNPs) have been discovered across European Bos taurus genomes, whereas extremely less number of SNPs are cataloged for Bos indicus breeds. In this study, we performed whole-genome resequencing, reference-based mapping, functional annotation and gene enrichment analysis of 20 sires representing eleven important Bos indicus (indicine) breeds of Pakistan. The breeds sequenced here include: Sahiwal, Red Sindhi, Tharparkar and Cholistani (tropically adapted dairy and dual purpose breeds), Achai, Bhagnari, Dajal and Lohani (high altitude adapted dual and drought purpose breeds); Dhanni, Hisar Haryana and Gabrali (dairy and light drought purpose breeds). A total of 17.4 billion QC passed reads were produced using BGISEQ-500 next generation sequencing platform to generate 9 to 27-fold genome coverage (average ~16×) for each of the 20 sequenced sires. A total of 67,303,469 SNPs were identified, of which 3,850,365 were found novel and 1,083,842 insertions-deletions (InDels) were detected across the whole sequenced genomes (491,247 novel). Comparative analysis using coding region SNPs revealed a close relationship between the best milking indicine breeds; Red Sindhi and Sahiwal. On the other hand, Bhagnari and Tharparkar being popular for their adaptation to dry and extremely hot climates were found to share the highest number of SNPs. Functional annotation identified a total of 3,194 high-impact (disruptive) SNPs and 745 disruptive InDels (in 275 genes) that may possibly affect economically important dairy and beef traits. Functional enrichment analysis was performed and revealed that high or moderate impact variants in wingless-related integration site (Wnt) and vascular smooth muscle contraction (VSMC) signaling pathways were significantly over-represented in tropically adapted heat tolerant Pakistani-indicine breeds. On the other hand, vascular endothelial growth factor (VEGF) and hypoxia-inducible factor 1 (HIF-1) signaling pathways were found over-represented in highland adapted Pakistani-indicine breeds. Similarly, the ECM-receptor interaction and Jak-STAT signaling pathway were significantly enriched in dairy and beef purpose Pakistani-indicine cattle breeds. The Toll-like receptor signaling pathway was significantly enriched in most of the Pakistani-indicine cattle. Therefore, this study provides baseline data for further research to investigate the molecular mechanisms of major traits and to develop potential genomic markers associated with economically important breeding traits, particularly in indicine cattle.
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spelling pubmed-64594972019-05-03 Genomic variants identified from whole-genome resequencing of indicine cattle breeds from Pakistan Iqbal, Naveed Liu, Xin Yang, Ting Huang, Ziheng Hanif, Quratulain Asif, Muhammad Khan, Qaiser Mahmood Mansoor, Shahid PLoS One Research Article The primary goal of cattle genomics is the identification of genome-wide polymorphism associated with economically important traits. The bovine genome sequencing project was completed in 2009. Since then, using massively parallel sequencing technologies, a large number of Bos taurus cattle breeds have been resequenced and scanned for genome-wide polymorphisms. As a result, a substantial number of single nucleotide polymorphisms (SNPs) have been discovered across European Bos taurus genomes, whereas extremely less number of SNPs are cataloged for Bos indicus breeds. In this study, we performed whole-genome resequencing, reference-based mapping, functional annotation and gene enrichment analysis of 20 sires representing eleven important Bos indicus (indicine) breeds of Pakistan. The breeds sequenced here include: Sahiwal, Red Sindhi, Tharparkar and Cholistani (tropically adapted dairy and dual purpose breeds), Achai, Bhagnari, Dajal and Lohani (high altitude adapted dual and drought purpose breeds); Dhanni, Hisar Haryana and Gabrali (dairy and light drought purpose breeds). A total of 17.4 billion QC passed reads were produced using BGISEQ-500 next generation sequencing platform to generate 9 to 27-fold genome coverage (average ~16×) for each of the 20 sequenced sires. A total of 67,303,469 SNPs were identified, of which 3,850,365 were found novel and 1,083,842 insertions-deletions (InDels) were detected across the whole sequenced genomes (491,247 novel). Comparative analysis using coding region SNPs revealed a close relationship between the best milking indicine breeds; Red Sindhi and Sahiwal. On the other hand, Bhagnari and Tharparkar being popular for their adaptation to dry and extremely hot climates were found to share the highest number of SNPs. Functional annotation identified a total of 3,194 high-impact (disruptive) SNPs and 745 disruptive InDels (in 275 genes) that may possibly affect economically important dairy and beef traits. Functional enrichment analysis was performed and revealed that high or moderate impact variants in wingless-related integration site (Wnt) and vascular smooth muscle contraction (VSMC) signaling pathways were significantly over-represented in tropically adapted heat tolerant Pakistani-indicine breeds. On the other hand, vascular endothelial growth factor (VEGF) and hypoxia-inducible factor 1 (HIF-1) signaling pathways were found over-represented in highland adapted Pakistani-indicine breeds. Similarly, the ECM-receptor interaction and Jak-STAT signaling pathway were significantly enriched in dairy and beef purpose Pakistani-indicine cattle breeds. The Toll-like receptor signaling pathway was significantly enriched in most of the Pakistani-indicine cattle. Therefore, this study provides baseline data for further research to investigate the molecular mechanisms of major traits and to develop potential genomic markers associated with economically important breeding traits, particularly in indicine cattle. Public Library of Science 2019-04-11 /pmc/articles/PMC6459497/ /pubmed/30973947 http://dx.doi.org/10.1371/journal.pone.0215065 Text en © 2019 Iqbal et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Iqbal, Naveed
Liu, Xin
Yang, Ting
Huang, Ziheng
Hanif, Quratulain
Asif, Muhammad
Khan, Qaiser Mahmood
Mansoor, Shahid
Genomic variants identified from whole-genome resequencing of indicine cattle breeds from Pakistan
title Genomic variants identified from whole-genome resequencing of indicine cattle breeds from Pakistan
title_full Genomic variants identified from whole-genome resequencing of indicine cattle breeds from Pakistan
title_fullStr Genomic variants identified from whole-genome resequencing of indicine cattle breeds from Pakistan
title_full_unstemmed Genomic variants identified from whole-genome resequencing of indicine cattle breeds from Pakistan
title_short Genomic variants identified from whole-genome resequencing of indicine cattle breeds from Pakistan
title_sort genomic variants identified from whole-genome resequencing of indicine cattle breeds from pakistan
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6459497/
https://www.ncbi.nlm.nih.gov/pubmed/30973947
http://dx.doi.org/10.1371/journal.pone.0215065
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