超越黑白:剖析奈洛尔牛皮肤色素沉着的遗传基础。

IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Milena A F Campos, Hinayah Rojas de Oliveira, Gregorio M F de Camargo, Henrique A Mulim, Diercles Francisco Cardoso, Raphael Bermal Costa
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引用次数: 0

摘要

牛的色素脱失缺陷的特点是特定皮肤区域缺乏色素,增加了对健康问题的易感性,并经常导致早期扑杀。在内洛尔牛中,色素沉着主要见于尾尖、粘膜和全身的小斑块。本研究旨在估计内洛牛色素沉着的遗传参数并进行全基因组关联研究(GWAS)。数据来源于Gensys®提供的DeltaGen®育种项目。表型记录包括182,964头Nellore牛,色素脱色发生率为6.8%。其中,28,655只基因分型动物和385,079个snp可用于分析。GWAS采用超快速广义线性混合二元性状模型(fastGWA-GLMM),方差分量估计采用贝叶斯阈值模型和单步法。在观察尺度上,色素沉着的遗传率估计为0.12,在责任尺度上估计为0.54。GWAS鉴定出1011个显著snp (p
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Beyond black and white: dissecting the genetic basis of skin depigmentation in Nellore cattle.

Depigmentation defects in cattle are characterized by the absence of pigment in specific skin regions, increasing susceptibility to health issues and often leading to early culling. In Nellore cattle, depigmentation is primarily observed at the tail tip, mucous membranes, and as small patches across the body. This study aimed to estimate genetic parameters and perform a genome-wide association study (GWAS) for depigmentation in Nellore cattle. Data were sourced from the DeltaGen® breeding program, provided by Gensys®. Phenotypic records included 182,964 Nellore cattle, with a 6.8% incidence of depigmentation. Of these, 28,655 genotyped animals and 385,079 SNPs were available for the analysis. The ultra-fast generalized linear mixed model for binary traits (fastGWA-GLMM) was used for the GWAS, while variance components were estimated using a Bayesian threshold model and single-step methodology. The heritability of depigmentation was estimated at 0.12 on the observed scale and 0.54 on the liability scale. The GWAS identified 1,011 significant SNPs (p < 0.05 after Bonferroni correction) associated with depigmentation defects, located across chromosomes BTA6, BTA12, and BTA22. However, after performing a conditional GWAS to account for the top signal on BTA22, the original signal in the MITF region was no longer detected. In total, 234 genes were identified near the associated SNPs, including 129 protein-coding genes. Functional enrichment highlighted MITF, KIT and EDNRB as biologically relevant candidate genes. The gene ontology analysis highlighted biological processes related to melanogenesis, pigmentation, and hypopigmentation phenotypes, while the QTL enrichment analysis identified significant associations on BTA6 and BTA22. These findings improve our understanding of the genetic basis of depigmentation in Nellore cattle and may contribute to future selection strategies.

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来源期刊
Mammalian Genome
Mammalian Genome 生物-生化与分子生物学
CiteScore
4.00
自引率
0.00%
发文量
33
审稿时长
6-12 weeks
期刊介绍: Mammalian Genome focuses on the experimental, theoretical and technical aspects of genetics, genomics, epigenetics and systems biology in mouse, human and other mammalian species, with an emphasis on the relationship between genotype and phenotype, elucidation of biological and disease pathways as well as experimental aspects of interventions, therapeutics, and precision medicine. The journal aims to publish high quality original papers that present novel findings in all areas of mammalian genetic research as well as review articles on areas of topical interest. The journal will also feature commentaries and editorials to inform readers of breakthrough discoveries as well as issues of research standards, policies and ethics.
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