Whole-Genome Resequencing-Based GWAS Reveals Major-Effect Loci and Candidate Genes for Growth Traits in Topmouth Culter (Culter alburnus)

Topmouth culter (Culter alburnus) is one of the most economically important freshwater fish in China, but intensive aquaculture has caused germplasm degradation and reduced growth performance, while the genetic basis underlying growth variation in this species remains poorly understood. This study aimed to identify major-effect loci and candidate genes associated with growth-related traits to support molecular breeding. Whole-genome resequencing (average depth 11.44×) was performed on 300 individuals derived from random mating among three geographic populations (Danjiangkou, Taihu, and Poyang Lake); 239 individuals with complete phenotypic records were retained for a genome-wide association study (GWAS) of five growth-related traits, including body weight (BW), body weight without viscera (BWW), total length (TL), body length (BL), and body height (BH). After stringent filtering, 7,597,008 high-quality single-nucleotide polymorphisms (SNPs) were obtained, and association analysis was conducted using a linear mixed model, followed by Benjamini–Hochberg false discovery rate correction and 1000-permutation testing for BW and BL. Six genome-wide significant SNPs and 473 suggestive SNPs were identified, with individual significant SNPs explaining over 11% of phenotypic variance, indicating candidate loci of putatively moderate-to-large effect. Significant SNPs were predominantly clustered on chromosomes 16 and 19. Four candidate genes—aig1, cacna1b, pgm5, and bcr—were identified, with functions related to lipid metabolism, muscle structure, and cell proliferation. This first population-level GWAS in topmouth culter provides valuable molecular markers for marker-assisted selection and lays a foundation for accelerated genetic improvement of this species.

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Journal
Animals
Published
2026-06-25
DOI
https://doi.org/10.3390/ani16131969
Primary Topic
Genetic Associations and Epidemiology
Type
article
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article

Whole-Genome Resequencing-Based GWAS Reveals Major-Effect Loci and Candidate Genes for Growth Traits in Topmouth Culter (Culter alburnus)

Shili Liu, Jianbo Zheng, 迟美丽, 杭小英 et al.
Animals
Genetic Associations and Epidemiology
article

Whole-Genome Resequencing-Based GWAS Reveals Major-Effect Loci and Candidate Genes for Growth Traits in Topmouth Culter (Culter alburnus)

Shili Liu, Jianbo Zheng, 迟美丽, 杭小英, Wenping Jiang, Chao Zhu, Fei Li, Shun Cheng, Junzhi Luo, Miao Peng
article en

Abstract

Topmouth culter (Culter alburnus) is one of the most economically important freshwater fish in China, but intensive aquaculture has caused germplasm degradation and reduced growth performance, while the genetic basis underlying growth variation in this species remains poorly understood. This study aimed to identify major-effect loci and candidate genes associated with growth-related traits to support molecular breeding. Whole-genome resequencing (average depth 11.44×) was performed on 300 individuals derived from random mating among three geographic populations (Danjiangkou, Taihu, and Poyang Lake); 239 individuals with complete phenotypic records were retained for a genome-wide association study (GWAS) of five growth-related traits, including body weight (BW), body weight without viscera (BWW), total length (TL), body length (BL), and body height (BH). After stringent filtering, 7,597,008 high-quality single-nucleotide polymorphisms (SNPs) were obtained, and association analysis was conducted using a linear mixed model, followed by Benjamini–Hochberg false discovery rate correction and 1000-permutation testing for BW and BL. Six genome-wide significant SNPs and 473 suggestive SNPs were identified, with individual significant SNPs explaining over 11% of phenotypic variance, indicating candidate loci of putatively moderate-to-large effect. Significant SNPs were predominantly clustered on chromosomes 16 and 19. Four candidate genes—aig1, cacna1b, pgm5, and bcr—were identified, with functions related to lipid metabolism, muscle structure, and cell proliferation. This first population-level GWAS in topmouth culter provides valuable molecular markers for marker-assisted selection and lays a foundation for accelerated genetic improvement of this species.

AnimalsVol. 16(13)
Zhejiang Institute of Freshwater Fisheries (CN)
Science and Technology Department of Zhejiang Province
Life below water
Openalex Percentile: Top 7%
Genetic Associations and Epidemiology
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