Genomic variants identified from whole-genome resequencing of indicine cattle breeds from Pakistan.
Journal
PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081
Informations de publication
Date de publication:
2019
2019
Historique:
received:
23
10
2018
accepted:
26
03
2019
entrez:
12
4
2019
pubmed:
12
4
2019
medline:
28
12
2019
Statut:
epublish
Résumé
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.
Identifiants
pubmed: 30973947
doi: 10.1371/journal.pone.0215065
pii: PONE-D-18-29725
pmc: PMC6459497
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
e0215065Déclaration de conflit d'intérêts
The authors have declared that no competing interests exist.
Références
J Hered. 2012 May-Jun;103(3):342-8
pubmed: 22315242
Cell Biol Int. 2018 Sep;42(9):1141-1148
pubmed: 29719086
Proc Natl Acad Sci U S A. 2013 Apr 9;110(15):E1398-406
pubmed: 23530234
Nat Protoc. 2013 Aug;8(8):1551-66
pubmed: 23868073
J Dairy Sci. 2015 Jul;98(7):4969-89
pubmed: 25958293
Vet Res. 2008 Mar-Apr;39(2):11
pubmed: 18096120
Mamm Genome. 2013 Aug;24(7-8):309-21
pubmed: 23893136
Nat Genet. 2010 Nov;42(11):931-6
pubmed: 20972442
Bioinformatics. 2009 Jul 15;25(14):1754-60
pubmed: 19451168
Cell Mol Life Sci. 2015 Dec;72(24):4807-24
pubmed: 26363553
PLoS One. 2014 Jul 03;9(7):e101127
pubmed: 24992012
Science. 2009 Apr 24;324(5926):528-32
pubmed: 19390050
Nature. 2012 Nov 1;491(7422):56-65
pubmed: 23128226
BMC Genomics. 2009 Apr 24;10:193
pubmed: 19393070
PLoS One. 2017 Mar 21;12(3):e0173954
pubmed: 28323836
Nucleic Acids Res. 2001 Jan 1;29(1):308-11
pubmed: 11125122
BMC Genomics. 2015 Dec 09;16:1043
pubmed: 26645365
BMC Genomics. 2011 Feb 23;12:127
pubmed: 21345189
Genome Res. 2010 Sep;20(9):1297-303
pubmed: 20644199
Mol Cells. 2013 Sep;36(3):203-11
pubmed: 23912596
BMC Genet. 2014 Apr 17;15:47
pubmed: 24739206
BMC Genomics. 2009 Apr 24;10:180
pubmed: 19393050
Biol Reprod. 2012 Feb 29;86(2):51
pubmed: 22053092
Int J Ophthalmol. 2018 Jan 18;11(1):31-35
pubmed: 29375987
Shock. 2010 Aug;34(2):169-75
pubmed: 20160671
J Clin Invest. 1995 Apr;95(4):1798-807
pubmed: 7706486
BMC Genomics. 2011 Feb 10;12:103
pubmed: 21310019
Mol Ecol Resour. 2011 Mar;11 Suppl 1:123-36
pubmed: 21429169
Nat Commun. 2018 Jun 14;9(1):2337
pubmed: 29904051
Genome Biol. 2009;10(4):R42
pubmed: 19393038
Nat Genet. 2011 May;43(5):491-8
pubmed: 21478889
Science. 2009 Apr 24;324(5926):522-8
pubmed: 19390049
Genome. 2013 Oct;56(10):592-8
pubmed: 24237340
PLoS One. 2013 Aug 21;8(8):e70393
pubmed: 23990904
PLoS One. 2009;4(4):e5350
pubmed: 19390634
Fly (Austin). 2012 Apr-Jun;6(2):80-92
pubmed: 22728672
Genome Biol. 2017 Feb 20;18(1):34
pubmed: 28219390
BMC Genomics. 2014 Oct 01;15:837
pubmed: 25273628
PLoS One. 2018 Jan 10;13(1):e0190264
pubmed: 29320538
Mayo Clin Proc. 2003 May;78(5):603-12
pubmed: 12744548
Genome Biol. 2009;10(8):R82
pubmed: 19660108
Nat Med. 2003 Dec;9(12):1506-12
pubmed: 14608379
BMC Genomics. 2011 Nov 15;12:559
pubmed: 22085807
Nat Genet. 2014 Aug;46(8):858-65
pubmed: 25017103
EMBO J. 2003 Sep 15;22(18):4666-76
pubmed: 12970179
Cell Metab. 2006 Mar;3(3):177-85
pubmed: 16517405
Mol Biol Evol. 2016 Oct;33(10):2576-92
pubmed: 27401233
Mamm Genome. 2014 Aug;25(7-8):363-73
pubmed: 24770584
Bioinformatics. 2009 Aug 15;25(16):2078-9
pubmed: 19505943
Bioinformatics. 2011 Aug 15;27(16):2300-1
pubmed: 21697123
Philos Trans R Soc Lond B Biol Sci. 2010 Sep 27;365(1554):2853-67
pubmed: 20713389
Genetics. 2007 Jul;176(3):1893-905
pubmed: 17507676
Cancer Cell. 2012 Aug 14;22(2):235-49
pubmed: 22897853
Nat Methods. 2008 Mar;5(3):247-52
pubmed: 18297082
Bioessays. 2013 Sep;35(9):780-6
pubmed: 23836388