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罕见变异关联研究:在慢性疼痛研究中的意义、方法及应用

Rare variant association studies: Significance, methods, and applications in chronic pain studies.

作者信息

Jahangiri Esfahani Sahel, Ao Xiang, Oveisi Anahita, Diatchenko Luda

机构信息

Faculty of Medicine and Health Sciences, Department of Human Genetics, Alan Edwards Centre for Research on Pain, McGill University, Montreal, Canada.

Faculty of Dental Medicine and Oral Health Sciences, Department of Anesthesia, Faculty of Medicine, Alan Edwards Centre for Research on Pain, McGill University, Montreal, Canada.

出版信息

Osteoarthritis Cartilage. 2025 Mar;33(3):313-321. doi: 10.1016/j.joca.2024.12.006. Epub 2024 Dec 24.

DOI:10.1016/j.joca.2024.12.006
PMID:39725155
Abstract

Rare genetic variants, characterized by their low frequency in a population, have emerged as essential components in the study of complex disease genetics. The biology of rare variants underscores their significance, as they can exert profound effects on phenotypic variation and disease susceptibility. Recent advancements in sequencing technologies have yielded the availability of large-scale sequencing data such as the UK Biobank whole-exome sequencing (WES) cohort empowered researchers to conduct rare variant association studies (RVASs). This review paper discusses the significance of rare variants, available methodologies, and applications. We provide an overview of RVASs, emphasizing their relevance in unraveling the genetic architecture of complex diseases with special focus on chronic pain and Arthritis. Additionally, we discuss the strengths and limitations of various rare variant association testing methods, outlining a typical pipeline for conducting rare variant association. This pipeline encompasses crucial steps such as quality control of WES data, rare variant annotation, and association testing. It serves as a comprehensive guide for researchers in the field of chronic pain diseases interested in rare variant association studies in large-scale sequencing datasets like the UK Biobank WES cohort. Lastly, we discuss how the identified variants can be further investigated through detailed experimental studies in animal models to elucidate their functional impact and underlying mechanisms.

摘要

罕见遗传变异在人群中频率较低,已成为复杂疾病遗传学研究的重要组成部分。罕见变异的生物学特性凸显了它们的重要性,因为它们可对表型变异和疾病易感性产生深远影响。测序技术的最新进展使得大规模测序数据得以获取,如英国生物银行全外显子测序(WES)队列,这使研究人员能够开展罕见变异关联研究(RVAS)。本文综述讨论了罕见变异的重要性、可用方法及应用。我们概述了RVAS,强调其在揭示复杂疾病遗传结构方面的相关性,特别关注慢性疼痛和关节炎。此外,我们讨论了各种罕见变异关联检测方法的优缺点,概述了进行罕见变异关联的典型流程。该流程包括WES数据质量控制、罕见变异注释和关联检测等关键步骤。它为对像英国生物银行WES队列这样的大规模测序数据集中的罕见变异关联研究感兴趣的慢性疼痛疾病领域研究人员提供了全面指南。最后,我们讨论了如何通过动物模型中的详细实验研究进一步探究已鉴定的变异,以阐明其功能影响和潜在机制。

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