ArticlePloS one2019
Genomic variants identified from whole-genome resequencing of indicine cattle breeds from Pakistan.
Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
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31 citing papers in PubMed, 62 citations in OpenAlex.
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- Genomic diversity and selection signatures in Asian Zebu Cattle: insights into adaptation and genetic erosion.Scientific reports · 2025Article
- Selection signatures detection in Nelore, Gir, and Red Sindhi cattle breeds.Mammalian genome : official journal of the International Mammalian Genome Society · 2025Article
- Genetic basis and origin of coat color in Leiqiong cattle.Zoological research · 2025Article
- Genomic analysis reveals population structure and selection signatures in plateau dairy cattle.BMC genomics · 2025Article
- Four Target Resequencing for the Bovine Major Histocompatibility Complex Region. Proof of Concept.HLA · 2025Article
- Genomic Tools for Medicinal Properties of Goat Milk for Cosmetic and Health Benefits: A Narrative Review.International journal of molecular sciences · 2025Review
- Genome-Wide Identification and Characterization of SNPs and InDels ofPlants (Basel, Switzerland) · 2024Article
- Microsatellite Markers & Mitochondrial D-Loop Based Phylogenetic And Diversity Analysis In Gabrali Cattle.Tropical animal health and production · 2024Article
- Genome-wide selection signatures address trait specific candidate genes in cattle indigenous to arid regions of India.Animal biotechnology · 2024Article
- Genomic Insights and Conservation Priorities for Kongshan Cattle: A Whole-Genome Resequencing Approach.Animals : an open access journal from MDPI · 2024Article
- Assessment of Genomic Diversity and Selective Pressures in Crossbred Dairy Cattle of Pakistan.Biochemical genetics · 2024Article
- Genetic Variations in theCells · 2024Article
- Conservation and upgradation of indigenous Cholistani cattle breed of Pakistan: a pathway to sustainable livestock.Tropical animal health and production · 2024Review
- Review
- Identification of genomic diversity and selection signatures in Luxi cattle using whole-genome sequencing data.Animal bioscience · 2024Article
- Genetic diversity, population structure analysis and codon substitutions of Indicine Badri cattle using ddRAD sequencing.3 Biotech · 2024Article
- Mapping restricted introgression across the genomes of admixed indigenous African cattle breeds.Genetics, selection, evolution : GSE · 2023Article
- ddRAD sequencing based genotyping of six indigenous dairy cattle breeds of India to infer existing genetic diversity and population structure.Scientific reports · 2023Article
- Genome-wide identification and annotation of SNPs and their mapping in candidate genes related to milk production and fertility traits in Badri cattle.Tropical animal health and production · 2023Article
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Authors and funding
8 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
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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