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变异富集分析探索暴露于石棉的船厂工人尸检系列中通路的破坏。

Variant Enrichment Analysis to Explore Pathways Disruption in a Necropsy Series of Asbestos-Exposed Shipyard Workers.

机构信息

Biological Sciences Program, Department of Biological and Environmental Sciences, College of Arts and Sciences, University of Qatar, Doha 2713, Qatar.

Institute for Maternal and Child Health-IRCCS "Burlo Garofolo", 34137 Trieste, Italy.

出版信息

Int J Mol Sci. 2022 Nov 7;23(21):13628. doi: 10.3390/ijms232113628.

Abstract

The variant enrichment analysis (VEA), a recently developed bioinformatic workflow, has been shown to be a valuable tool for whole-exome sequencing data analysis, allowing finding differences between the number of genetic variants in a given pathway compared to a reference dataset. In a previous study, using VEA, we identified different pathway signatures associated with the development of pulmonary toxicities in mesothelioma patients treated with radical hemithoracic radiation therapy. Here, we used VEA to discover novel pathways altered in individuals exposed to asbestos who developed or not asbestos-related diseases (lung cancer or mesothelioma). A population-based autopsy study was designed in which asbestos exposure was evaluated and quantitated by investigating objective signs of exposure. We selected patients with similar exposure to asbestos. Formalin-fixed paraffin-embedded (FFPE) tissues were used as a source of DNA and whole-exome sequencing analysis was performed, running VEA to identify potentially disrupted pathways in individuals who developed thoracic cancers induced by asbestos exposure. By using VEA analysis, we confirmed the involvement of pathways considered as the main culprits for asbestos-induced carcinogenesis: oxidative stress and chromosome instability. Furthermore, we identified protective genetic assets preserving genome stability and susceptibility assets predisposing to a worst outcome.

摘要

变异富集分析(VEA)是一种最近开发的生物信息学工作流程,已被证明是全外显子组测序数据分析的有价值的工具,可用于比较给定途径中的遗传变异数量与参考数据集之间的差异。在之前的研究中,我们使用 VEA 发现了与接受根治性半胸部放射治疗的间皮瘤患者肺部毒性发展相关的不同途径特征。在这里,我们使用 VEA 发现了暴露于石棉但未发展为石棉相关疾病(肺癌或间皮瘤)的个体中改变的新途径。设计了一项基于人群的尸检研究,通过研究暴露的客观迹象来评估和量化石棉暴露。我们选择了具有相似石棉暴露的患者。使用福尔马林固定石蜡包埋(FFPE)组织作为 DNA 的来源,并进行全外显子组测序分析,运行 VEA 以鉴定因石棉暴露而导致的胸部癌症患者中可能受到破坏的途径。通过使用 VEA 分析,我们证实了被认为是石棉诱导致癌作用的主要罪魁祸首的途径的参与:氧化应激和染色体不稳定性。此外,我们确定了保护基因组稳定性的保护性遗传资产和易患不良结局的易感性资产。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d523/9654668/696aab07e7b4/ijms-23-13628-g001.jpg

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