ArticleScientific reports2022
PHARP: a pig haplotype reference panel for genotype imputation.
Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 29 papers, 2 of them syntheses that pooled it.
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Who cites it
29 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Multi-ancestry genome-wide association meta-analysis identifies candidate genes for computed tomography-based carcass composition traits in pigs.Genetics, selection, evolution : GSE · 2025Pooled it
- Pooled it
- Multi-Omics Integration Identifies ABCD4 as a Key Regulator of Backfat Thickness and Lipid Deposition in Pietrain Pigs.Animal genetics · 2026Article
- A scalable framework for single-cell eQTL mapping uncovers genetic regulators of meat production traits in pigs.Journal of animal science and biotechnology · 2026Article
- Benchmarking imputation accuracy in the presence or absence of a reference panel.Molecular biology and evolution · 2026Article
- Review
- Genome Imputation for Genome-Wide Association Study of Reproductive Traits in Chinese Duroc, Landrace, and Yorkshire Pigs: Strategy and Validation.Animals : an open access journal from MDPI · 2026Article
- Integrated multi-omics profiling identifies genetic loci of African swine fever resistance in pigs.GigaScience · 2026Article
- Development and validation of high-density SNP array for genomic studies in Indian yak populations.BMC genomic data · 2026Article
- IPGCA: A Comprehensive Single Cell Atlas of 1 074 127 Porcine Intestinal Cells Revealing Cellular Dynamics, Genetic Regulation, and Cross-Species Conservation.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- An updated Pig Haplotype Reference Panel (PHARP 4.0) comprising 13,298 haplotypes.Communications biology · 2025Article
- Inferring Domestic Goat Demographic History Through Ancient Genome Imputation.Genome biology and evolution · 2025Article
- GCRP: Integrated Global Chicken Reference Panel from 11,951 Chicken Genomes.Genomics, proteomics & bioinformatics · 2025Article
- Whole genome and transcriptome analyses identify genetic markers associated with growth traits in Qinchuan black pig.BMC genomics · 2025Article
- Integrative genomic analysis reveals shared loci for reproduction and production traits in Yorkshire pigs.BMC genomics · 2025Article
- Pangenome graph mitigates heterozygosity overestimation from mapping bias: a case study in Chinese indigenous pigs.BMC biology · 2025Article
- A near telomere-to-telomere genome assembly of the Jinhua pig: enabling more accurate genetic research.GigaScience · 2025Article
- The 1000 Chinese Indigenous Pig Genomes Project provides insights into the genomic architecture of pigs.Nature communications · 2024Article
- Optimization of Whole-Genome Resequencing Depth for High-Throughput SNP Genotyping inInternational journal of molecular sciences · 2024Article
- Article
Corrections and comments
- Erratum issued
Authors and funding
13 authors.
Funding
Abstract
Pigs not only function as a major meat source worldwide but also are commonly used as an animal model for studying human complex traits. A large haplotype reference panel has been used to facilitate efficient phasing and imputation of relatively sparse genome-wide microarray chips and low-coverage sequencing data. Using the imputed genotypes in the downstream analysis, such as GWASs, TWASs, eQTL mapping and genomic prediction (GS), is beneficial for obtaining novel findings. However, currently, there is still a lack of publicly available and high-quality pig reference panels with large sample sizes and high diversity, which greatly limits the application of genotype imputation in pigs. In response, we built the pig Haplotype Reference Panel (PHARP) database. PHARP provides a reference panel of 2012 pig haplotypes at 34 million SNPs constructed using whole-genome sequence data from more than 49 studies of 71 pig breeds. It also provides Web-based analytical tools that allow researchers to carry out phasing and imputation consistently and efficiently. PHARP is freely accessible at http://alphaindex.zju.edu.cn/PHARP/index.php . We demonstrate its applicability for pig commercial 50 K SNP arrays, by accurately imputing 2.6 billion genotypes at a concordance rate value of 0.971 in 81 Large White pigs (~ 17 × sequencing coverage). We also applied our reference panel to impute the low-density SNP chip into the high-density data for three GWASs and found novel significantly associated SNPs that might be casual variants.
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