IEIVariantFilter: a bioinformatics tool to speed up genetic diagnosis of inborn errors of immunity patients.

IF 2.8 Q1 GENETICS & HEREDITY
NAR Genomics and Bioinformatics Pub Date : 2025-05-28 eCollection Date: 2025-06-01 DOI:10.1093/nargab/lqaf069
Juan Pereda, Rafael Espinosa, Blanca García-Solís, Teresa Guerra-Galán, Ana Van-Den-Rym, Meltem Ece Kars, Rocío Mena, Victor Galán, Ana de Andrés-Martín, Carlos Rodríguez-Gallego, Alberto López-Lera, Fernando Corvillo, Antonio Pérez-Martínez, Eduardo López-Collazo, Silvia Sánchez-Ramón, Rubén Martínez-Barricarte, Lluis Quintana-Murci, José Miguel Lorenzo-Salazar, Yuval Itan, Carlos Flores, Rebeca Pérez-de-Diego
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引用次数: 0

Abstract

Severe infectious diseases remain the leading cause of death in children and young adults worldwide. Monogenic inborn errors of immunity (IEIs) are traditionally defined as a heterogeneous group of rare inborn genetic diseases affecting the functioning of the immune system. Greater awareness has led to the clinical definition of 485 monogenic IEIs and whole exome sequencing (WES) is becoming increasingly relevant for IEI genetic diagnosis. The current protocol for IEI genetic studies includes manual filtering of the list of genes obtained as a WES read-out providing a short list of candidate genes. This procedure is time-consuming and can produce mistakes due to human error in manual filtering. IEIVariantFilter is a new web-based bioinformatics tool to speed up and refine the genetic diagnosis of IEI patients oriented for users in the biomedical field without needing bioinformatics expertise. IEIVariantFilter prioritizes genetic variants based on ranges of zygosity, the quality of reads, the predicted variant effect, and genes related to immunity, considering a consanguineous hypothesis whenever necessary. IEIVariantFilter facilitates gene and variant list prioritization, speeding up the identification of candidate disease-causing variants for validation by experimental studies. The software improves the genetic diagnosis of patients, thereby facilitating precision medicine and fast and proper treatment.

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IEIVariantFilter:一种生物信息学工具,可加快免疫患者先天性错误的遗传诊断。
严重传染病仍然是全世界儿童和青年死亡的主要原因。单基因先天性免疫缺陷(IEIs)传统上被定义为影响免疫系统功能的一组罕见的先天性遗传疾病。越来越多的人认识到,485个单基因IEI的临床定义和全外显子组测序(WES)对IEI的遗传诊断越来越重要。目前IEI遗传研究的方案包括人工过滤作为WES读出的基因列表,提供候选基因的短列表。此过程非常耗时,并且可能由于人工过滤中的人为错误而产生错误。IEIVariantFilter是一种新的基于网络的生物信息学工具,用于加速和改进IEI患者的遗传诊断,面向生物医学领域的用户,无需生物信息学专业知识。IEIVariantFilter根据合子范围、reads质量、预测变异效应和与免疫相关的基因对遗传变异进行优先排序,必要时考虑近亲假设。IEIVariantFilter有助于基因和变异列表的优先排序,加快候选致病变异的识别,以便通过实验研究进行验证。该软件提高了患者的基因诊断,从而促进了精准医疗和快速适当的治疗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
8.00
自引率
2.20%
发文量
95
审稿时长
15 weeks
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