The influence of structural variants from 2445 pigs on gene expression and complex traits

The impact of structural variants on gene regulation and complex traits in pigs remains poorly understood. Here, we present a resource comprising 60 long-read sequencing and 2445 high-quality short-read sequencing samples from 120 pig breeds/populations worldwide. These samples include 293 high-depth short-read sequencing samples and three long-read samples generated in this study. Integrating two graph-based genotyping approaches, we construct a structural variant map encompassing 158,288 deletions, 137,493 insertions, 660 inversions, and 10,063 duplications. We perform eQTL mapping in liver, skeletal muscle, backfat, and intramuscular fat tissues from an F6 hybrid pig family, finding that 49.01% of expressed genes are significantly associated with cis-region structural variants. We further explore the contribution of structural variants to domestication and population differentiation. We find a 53 bp insertion on chromosome 11 that significantly down-regulates GPC6 expression in liver tissue, potentially contributing to adaptive selection in northern Chinese pig populations. Additionally, FST analyses between miniature and commercial pig breeds identify candidate structural variant loci associated with body size. We next integrate results from structural variant-eQTL and GWAS to find a 50 bp deletion at chr4:75,613,295 that significantly reduces PLAG1 expression in skeletal muscle tissue and is associated with body weight at 240 days of age. Structural variation in pigs remains poorly understood. Here, the authors analyse the genomes from 2,445 pigs to create a map of structural variation in pigs and explore how these variants affect gene activity, domestication and body size.

Authors

Institutions

Publication Details

Journal
Nature Communications
Published
2026-07-27
DOI
https://doi.org/10.1038/s41467-026-75525-4
Primary Topic
Genetic and phenotypic traits in livestock
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The influence of structural variants from 2445 pigs on gene expression and complex traits

Lü Gui, Lusheng Huang, Zhongzi Wu, Weiwei Liu et al.
Nature Communications
Genetic and phenotypic traits in livestock
article

The influence of structural variants from 2445 pigs on gene expression and complex traits

Lü Gui, Lusheng Huang, Zhongzi Wu, Weiwei Liu, Xiaoyun Chen, Jianchao Hu, Zhiyan Zhang, Jun Gao
article en

Abstract

The impact of structural variants on gene regulation and complex traits in pigs remains poorly understood. Here, we present a resource comprising 60 long-read sequencing and 2445 high-quality short-read sequencing samples from 120 pig breeds/populations worldwide. These samples include 293 high-depth short-read sequencing samples and three long-read samples generated in this study. Integrating two graph-based genotyping approaches, we construct a structural variant map encompassing 158,288 deletions, 137,493 insertions, 660 inversions, and 10,063 duplications. We perform eQTL mapping in liver, skeletal muscle, backfat, and intramuscular fat tissues from an F6 hybrid pig family, finding that 49.01% of expressed genes are significantly associated with cis-region structural variants. We further explore the contribution of structural variants to domestication and population differentiation. We find a 53 bp insertion on chromosome 11 that significantly down-regulates GPC6 expression in liver tissue, potentially contributing to adaptive selection in northern Chinese pig populations. Additionally, FST analyses between miniature and commercial pig breeds identify candidate structural variant loci associated with body size. We next integrate results from structural variant-eQTL and GWAS to find a 50 bp deletion at chr4:75,613,295 that significantly reduces PLAG1 expression in skeletal muscle tissue and is associated with body weight at 240 days of age. Structural variation in pigs remains poorly understood. Here, the authors analyse the genomes from 2,445 pigs to create a map of structural variation in pigs and explore how these variants affect gene activity, domestication and body size.

Nature Communications
Jiangxi Agricultural University (CN)
Openalex Percentile: Top 9%
Genetic and phenotypic traits in livestock
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.