Evidence map›Paper›PMID 30973947›Full record

ArticlePloS one2019

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

Naveed Iqbal, Xin Liu, Ting Yang, Ziheng Huang, Quratulain Hanif, Muhammad Asif, Qaiser Mahmood Khan, Shahid Mansoor

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed
3.8field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

31 citing papers in PubMed, 62 citations in OpenAlex.

  1. Genome-wide detection of copy number variations in indigenous Red Sindhi cattle using ddRAD sequencing.Mammalian genome : official journal of the International Mammalian Genome Society · 2025
    Article
  2. Article
  3. Selection signatures detection in Nelore, Gir, and Red Sindhi cattle breeds.Mammalian genome : official journal of the International Mammalian Genome Society · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 2 institutions in 2 countries.

Naveed IqbalNational Institute for Biotechnology and Genetic Engineering (NIBGE), Faisalabad, Punjab, Pakistan.
Xin LiuBeijing Genomic Institute (BGI), Shenzhen, Guangdong, China.ORCID 0000-0003-3256-2940
Ting YangBeijing Genomic Institute (BGI), Shenzhen, Guangdong, China.
Ziheng HuangBeijing Genomic Institute (BGI), Shenzhen, Guangdong, China.
Quratulain HanifNational Institute for Biotechnology and Genetic Engineering (NIBGE), Faisalabad, Punjab, Pakistan.
Muhammad AsifNational Institute for Biotechnology and Genetic Engineering (NIBGE), Faisalabad, Punjab, Pakistan.ORCID 0000-0001-8508-903X
Qaiser Mahmood KhanNational Institute for Biotechnology and Genetic Engineering (NIBGE), Faisalabad, Punjab, Pakistan.
Shahid MansoorNational Institute for Biotechnology and Genetic Engineering (NIBGE), Faisalabad, Punjab, Pakistan.ORCID 0000-0001-7418-1826
BGI Group (China) · CNNational Institute for Biotechnology and Genetic Engineering · PK

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

BreedingCattleGenomeGenomicsPolymorphism, Single NucleotideWhole Genome SequencingAnimalsGenotypeINDEL MutationMolecular Sequence AnnotationPakistanPhenotypeSelection, Genetic

Identifiers

PMID30973947
PMCPMC6459497
OpenAlexW2940393927

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.