GWAS using low-pass whole genome sequence reveals a novel locus in canine congenital idiopathic megaesophagus.

IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Mammalian Genome Pub Date : 2023-09-01 Epub Date: 2023-04-11 DOI:10.1007/s00335-023-09991-2
Sarah M Bell, Jacquelyn M Evans, Elizabeth A Greif, Kate L Tsai, Steven G Friedenberg, Leigh Anne Clark
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引用次数: 0

Abstract

Congenital idiopathic megaesophagus (CIM) is a gastrointestinal disorder of dogs wherein the esophagus is dilated and swallowing activity is reduced, causing regurgitation of ingesta. Affected individuals experience weight loss and malnourishment and are at risk for aspiration pneumonia, intussusception, and euthanasia. Great Danes have among the highest incidences of CIM across dog breeds, suggesting a genetic predisposition. We generated low-pass sequencing data for 83 Great Danes and used variant calls to impute missing whole genome single-nucleotide variants (SNVs) for each individual based on haplotypes phased from 624 high-coverage dog genomes, including 21 Great Danes. We validated the utility of our imputed data set for genome-wide association studies (GWASs) by mapping loci known to underlie coat phenotypes with simple and complex inheritance patterns. We conducted a GWAS for CIM with 2,010,300 SNVs, identifying a novel locus on canine chromosome 1 (P-val = 2.76 × 10-10). Associated SNVs are intergenic or intronic and are found in two clusters across a 1.7-Mb region. Inspection of coding regions in high-coverage genomes from affected Great Danes did not reveal candidate causal variants, suggesting that regulatory variants underlie CIM. Further studies are necessary to assess the role of these non-coding variants.

Abstract Image

GWAS利用低通全基因组序列揭示了犬先天性特发性巨食管的一个新基因座。
先天性特发性巨食道(CIM)是一种狗的胃肠道疾病,其中食道扩张,吞咽活动减少,导致摄入物反流。受影响的个体会经历体重减轻和营养不良,并有患吸入性肺炎、肠套叠和安乐死的风险。大丹犬是犬种中CIM发病率最高的犬种之一,这表明它有遗传易感性。我们生成了83只大丹犬的低通测序数据,并使用变体调用,根据624个高覆盖率狗基因组(包括21只大丹)的单倍型,为每个个体估算缺失的全基因组单核苷酸变体(SNV)。我们通过用简单和复杂的遗传模式定位已知的外壳表型的基因座,验证了我们估算的数据集在全基因组关联研究(GWAS)中的实用性。我们用2010300个SNV对CIM进行了GWAS,鉴定了犬1号染色体上的一个新基因座(P-val = 2.76 × 10-10)。相关的SNV是基因间或内含子的,在1.7-Mb区域的两个簇中发现。对受影响的大丹犬高覆盖率基因组中的编码区的检查没有发现候选的因果变异,这表明CIM的基础是调控变异。需要进一步的研究来评估这些非编码变体的作用。
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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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