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10万基因组计划癌症队列中肿瘤体细胞突变与静脉血栓栓塞之间的关联:一项研究方案

Association between tumour somatic mutations and venous thromboembolism in the 100,000 Genomes Project cancer cohort: a study protocol.

作者信息

Cornish Naomi, Westbury Sarah K, Warkentin Matthew T, Thirlwell Chrissie, Mumford Andrew D, Haycock Philip C

机构信息

School of Cellular and Molecular Medicine, University of Bristol, Bristol, England, BS82BN, UK.

University of Bristol Medical School, Bristol, England, BS82BN, UK.

出版信息

Wellcome Open Res. 2024 Dec 24;9:640. doi: 10.12688/wellcomeopenres.23156.1. eCollection 2024.

Abstract

Venous thromboembolism (VTE) is a common cause of morbidity and mortality in patients with cancer. There is evidence that specific aberrations in tumour biology contribute to the pathophysiology of this condition. We plan to examine the association between tumour somatic mutations and VTE in an existing cohort of patients with cancer, who were enrolled to the flagship Genomics England 100,000 Genomes Project. Here, we outline an a-priori analysis plan to address this objective, including details on study cohort selection, exposure and outcome definitions, annotation of genetic variants and planned statistical analyses. We will assess the effect of 1) deleterious somatic DNA variants in each gene; 2) tumour mutational burden and 3) tumour mutational signatures on the rate of VTE (outcome) in a pan-cancer cohort. Sensitivity analyses will be performed to examine the robustness of any associations, including adjustment for potentially correlated co-variates: tumour type, stage and systemic anti-cancer therapy. We hope that results from this study may help to identify key genes which are implicated in the development of cancer associated thrombosis, which may shed light on related mechanistic pathways and/or provide data which can be integrated into genetic risk prediction models for these patients.

摘要

静脉血栓栓塞症(VTE)是癌症患者发病和死亡的常见原因。有证据表明,肿瘤生物学中的特定异常促成了这种疾病的病理生理学。我们计划在现有的癌症患者队列中研究肿瘤体细胞突变与VTE之间的关联,这些患者已被纳入英国基因组学旗舰项目“10万基因组计划”。在此,我们概述了一项用于实现这一目标的先验分析计划,包括研究队列选择、暴露和结局定义、基因变异注释以及计划的统计分析等细节。我们将评估1)每个基因中有害的体细胞DNA变异;2)肿瘤突变负荷;3)肿瘤突变特征对泛癌队列中VTE发生率(结局)的影响。将进行敏感性分析以检验任何关联的稳健性,包括对潜在相关协变量进行调整:肿瘤类型、分期和全身抗癌治疗。我们希望这项研究的结果可能有助于识别与癌症相关血栓形成有关的关键基因,这可能为相关的机制途径提供线索和/或提供可纳入这些患者遗传风险预测模型的数据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aad9/11812957/ed8edfc39764/wellcomeopenres-9-25990-g0000.jpg

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