Suppr超能文献

在“十万基因组计划”中对癌症患者进行大规模药物基因组学分析,结合全基因组测序和医疗记录以指导临床实践。

Large-Scale Pharmacogenomics Analysis of Patients With Cancer Within the 100,000 Genomes Project Combining Whole-Genome Sequencing and Medical Records to Inform Clinical Practice.

作者信息

Leong Ivone U S, Cabrera Claudia P, Cipriani Valentina, Ross Paul J, Turner Richard M, Stuckey Alex, Sanghvi Sonali, Pasko Dorota, Moutsianas Loukas, Odhams Christopher A, Elgar Greg S, Chan Georgia, Giess Adam, Walker Susan, Foulger Rebecca E, Williams Eleanor M, Daugherty Louise C, Rueda-Martin Antonio, Rhodes Daniel J, Niblock Olivia, Pickard Alexandra, Marks Lauren, Leigh Sarah E A, Welland Matthew J, Bleda Marta, Snow Catherine, Deans Zandra, Murugaesu Nirupa, Scott Richard H, Barnes Michael R, Brown Matthew A, Rendon Augusto, Hill Sue, Sosinsky Alona, Caulfield Mark J, McDonagh Ellen M

机构信息

Genomics England Ltd, Level 21 One Canada Square, London, United Kingdom.

Clinical Pharmacology and Precision Medicine, William Harvey Research Institute, Queen Mary University of London, Charterhouse Square, London, United Kingdom.

出版信息

J Clin Oncol. 2025 Feb 20;43(6):682-693. doi: 10.1200/JCO.23.02761. Epub 2024 Oct 31.

Abstract

PURPOSE

As part of the 100,000 Genomes Project, we set out to assess the potential viability and clinical impact of reporting genetic variants associated with drug-induced toxicity for patients with cancer recruited for whole-genome sequencing (WGS) as part of a genomic medicine service.

METHODS

Germline WGS from 76,805 participants was analyzed for pharmacogenetic (PGx) variants in four genes (, , , ) associated with toxicity induced by five drugs used in cancer treatment (capecitabine, fluorouracil, mercaptopurine, thioguanine, irinotecan). Linking genomic data with prescribing and hospital incidence records, a phenome-wide association study (PheWAS) was performed to identify whether phenotypes indicative of adverse drug reactions (ADRs) were enriched in drug-exposed individuals with the relevant PGx variants. In a subset of 7,081 patients with cancer, variants were reported back to clinicians and outcomes were collected.

RESULTS

We identified clinically relevant PGx variants across the four genes in 62.7% of participants in our cohort. Extending this to annual prescription numbers in England for the drugs affected by these PGx variants, approximately 14,540 patients per year could potentially benefit from a reduced dose or alternative drug to reduce the risk of ADRs. Validating PGx associations in a real-world data set, we found a significant association between PGx variants in and toxicity-related phenotypes in patients treated with capecitabine or fluorouracil. Reported variants were deemed informative for clinical decision making in a majority of cases.

CONCLUSION

Reporting PGx variants from germline WGS relevant to patients with cancer alongside primary findings related to their cancer can be clinically informative, informing prescribing to reduce the risk of ADRs. Extending the range of actionable variants to those found in patients of non-European ancestry is important and will extend the potential clinical impact.

摘要

目的

作为“十万基因组计划”的一部分,我们着手评估,对于作为基因组医学服务一部分而招募进行全基因组测序(WGS)的癌症患者,报告与药物诱导毒性相关的基因变异的潜在可行性和临床影响。

方法

对76805名参与者的种系WGS进行分析,以寻找与癌症治疗中使用的五种药物(卡培他滨、氟尿嘧啶、巯嘌呤、硫鸟嘌呤、伊立替康)诱导的毒性相关的四个基因(、、、)中的药物遗传学(PGx)变异。将基因组数据与处方和医院发病率记录相联系,进行全表型关联研究(PheWAS),以确定在具有相关PGx变异的药物暴露个体中,指示药物不良反应(ADR)的表型是否富集。在7081名癌症患者的子集中,将变异报告给临床医生并收集结果。

结果

我们在队列中62.7%的参与者中鉴定出了这四个基因的临床相关PGx变异。将此扩展到英国受这些PGx变异影响药物的年度处方数量,每年约14540名患者可能会受益于降低剂量或改用其他药物以降低ADR风险。在真实世界数据集中验证PGx关联,我们发现卡培他滨或氟尿嘧啶治疗患者的基因中的PGx变异与毒性相关表型之间存在显著关联。在大多数情况下,报告的变异被认为对临床决策具有参考价值。

结论

除了报告与癌症患者相关的主要癌症发现外,报告与癌症患者相关的种系WGS中的PGx变异可能具有临床参考价值,有助于指导处方以降低ADR风险。将可操作变异的范围扩展到非欧洲血统患者中发现的变异很重要,这将扩大潜在的临床影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f640/11825504/321e65772eed/jco-43-682-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验