正常听力功能遗传学:你都听说过吗?在三个意大利队列中,全基因组关联研究和转录组关联研究的综合方法。

IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY
Frontiers in Genetics Pub Date : 2025-05-19 eCollection Date: 2025-01-01 DOI:10.3389/fgene.2025.1522338
Aurora Santin, Giulia Pianigiani, Alessandro Gialluisi, Alessandro Pecori, Beatrice Spedicati, Simona Costanzo, Mariarosaria Persichillo, Francesca Bracone, Giuseppe Giovanni Nardone, Paola Tesolin, Stefania Lenarduzzi, Anna Morgan, Amalia De Curtis, Wouter van der Valk, Francis Rousset, Marta Roccio, Heiko Locher, Licia Iacoviello, Maria Pina Concas, Giorgia Girotto
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引用次数: 0

摘要

尽管通过全基因组关联研究(GWAS)进行了广泛的努力,但事实证明,深化正常听力功能(NHF)的遗传机制具有挑战性。方法:NHF被描述为一组9个数量特征(即0.25、0.5、1、2、4和8 kHz的听力阈值,以及低、中、高频阈值的3个纯音平均值)。对于每个性状,对Moli-sani队列进行GWAS分析(n = 1209);然后,对carantino (CAR, n = 261)和Val Borbera (VBI, n = 425)队列进行重复分析。利用人胎儿和成人内耳组织的单核RNA测序数据(snRNA-seq)评估最显著相关基因的表达水平。最后,对所有9个NHF性状进行转录组全关联研究(TWAS),结合GWAS汇总统计和预先计算的12个脑组织中的基因表达权重。结果:Discovery队列上的GWAS在9个NHF性状中检测到667个snp,涉及327个蛋白质编码基因,p < 10-5。2个p < 5 × 10-8的基因座被重复:SLC1A6基因rs112501869编码脑内高亲和谷氨酸转运蛋白,在0.25 kHz性状中达到p = 6.21 × 10-9。2. ASTN2基因rs73519456编码astrotacn蛋白2,在0.5 kHz (p = 1.86 × 10-8)、PTAL (p = 9.40 × 10-9)和PTAM (p = 3.64 × 10-8)三个NHF性状中达到全基因组显著性。SnRNA-seq数据分析显示,ASTN2基因在神经元和暗细胞群体中有特殊表达,而SLC1A6基因未检测到显著表达。TWAS分析发现,在0.25 kHz性状的海马组织中,ARF4-AS1基因(eQTL: rs1584327)具有统计学意义(p = 4.49 × 10-6)。结论:本研究利用了三个意大利队列,从遗传学和听力学的角度深入研究。生物信息学和生物统计学分析鉴定出三个新的候选基因,即SLC1A6、ASTN2和ARF4-AS1。在更大的独立队列中进行功能研究和复制对于确认这些基因在调节听力功能中的生物学作用至关重要;然而,这些结果证实了GWAS和TWAS是发现新基因的有力方法,从而为更深入地理解听觉系统背后纠缠的遗传景观铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Normal hearing function genetics: have you heard all about it? An integrated approach of genome-wide association studies and transcriptome-wide association studies in three Italian cohorts.

Introduction: Deepening the genetic mechanisms underlying Normal Hearing Function (NHF) has proven challenging, despite extensive efforts through Genome-Wide Association Studies (GWAS).

Methods: NHF was described as a set of nine quantitative traits (i.e., hearing thresholds at 0.25, 0.5, 1, 2, 4, and 8 kHz, and three pure-tone averages of thresholds at low, medium, and high frequencies). For each trait, GWAS analyses were performed on the Moli-sani cohort (n = 1,209); then, replication analyses were conducted on Carlantino (CAR, n = 261) and Val Borbera (VBI, n = 425) cohorts. Expression levels of the most significantly associated genes were assessed employing single-nucleus RNA sequencing data (snRNA-seq) on human fetal and adult inner ear tissues. Finally, for all nine NHF traits, Transcriptome-Wide Association Studies (TWAS) were performed, combining GWAS summary statistics and pre-computed gene expression weights in 12 brain tissues.

Results: GWAS on the Discovery cohort allowed the detection of 667 SNPs spanning 327 protein coding genes at a p < 10-5, across the nine NHF traits. Two loci with a p < 5 × 10-8 were replicated: 1. rs112501869 within SLC1A6 gene, encoding a brain high-affinity glutamate transporter, reached p = 6.21 × 10-9 in the 0.25 kHz trait. 2. rs73519456 within ASTN2 gene, encoding the Astrotactin protein 2, reached genome-wide significance in three NHF traits: 0.5 kHz (p = 1.86 × 10-8), PTAL (p = 9.40 × 10-9), and PTAM (p = 3.64 × 10-8). SnRNA-seq data analyses revealed a peculiar expression of the ASTN2 gene in the neuronal and dark cells populations, while for SLC1A6 no significant expression was detected. TWAS analyses detected that the ARF4-AS1 gene (eQTL: rs1584327) was statistically significant (p = 4.49 × 10-6) in the hippocampal tissue for the 0.25 kHz trait.

Conclusion: This study took advantage of three Italian cohorts, deeply characterized from a genetic and audiological point of view. Bioinformatics and biostatistics analyses allowed the identification of three novel candidate genes, namely, SLC1A6, ASTN2, and ARF4-AS1. Functional studies and replication in larger and independent cohorts will be essential to confirm the biological role of these genes in regulating hearing function; however, these results confirm GWAS and TWAS as powerful methods for novel gene discovery, thus paving the way for a deeper understanding of the entangled genetic landscape underlying the auditory system.

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来源期刊
Frontiers in Genetics
Frontiers in Genetics Biochemistry, Genetics and Molecular Biology-Molecular Medicine
CiteScore
5.50
自引率
8.10%
发文量
3491
审稿时长
14 weeks
期刊介绍: Frontiers in Genetics publishes rigorously peer-reviewed research on genes and genomes relating to all the domains of life, from humans to plants to livestock and other model organisms. Led by an outstanding Editorial Board of the world’s leading experts, this multidisciplinary, open-access journal is at the forefront of communicating cutting-edge research to researchers, academics, clinicians, policy makers and the public. The study of inheritance and the impact of the genome on various biological processes is well documented. However, the majority of discoveries are still to come. A new era is seeing major developments in the function and variability of the genome, the use of genetic and genomic tools and the analysis of the genetic basis of various biological phenomena.
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