医学
膀胱癌
肿瘤科
化疗
膀胱切除术
DNA甲基化
生物标志物
内科学
新辅助治疗
预测标记
前瞻性队列研究
胎儿游离DNA
癌症
乳腺癌
怀孕
生物
遗传学
胎儿
基因表达
产前诊断
基因
生物化学
作者
Yi‐Tsung Lu,Melissa Plets,Gareth Morrison,Alexander Cunha,Steven Cen,Suhn Kyong Rhie,Kimberly D. Siegmund,Siamak Daneshmand,David I. Quinn,Joshua J. Meeks,Seth P. Lerner,Daniel P. Petrylak,David J. McConkey,Thomas W. Flaig,Ian M. Thompson,Amir Goldkorn
标识
DOI:10.1200/jco.2022.40.16_suppl.4506
摘要
4506 Background: Neoadjuvant chemotherapy is the standard of care in muscle-invasive bladder cancer patients. However, treatment is intense, the overall benefit is small, and there is no established marker to identify patients who benefit most. The aim of the study is to characterize cell-free DNA (cfDNA) methylation from patients receiving neoadjuvant chemotherapy in SWOG S1314, a prospective cooperative group trial, and to correlate the methylation signatures with pathologic response. Methods: Blood samples were collected prospectively from 73 patients before and during standard neoadjuvant chemotherapy. At radical cystectomy, pathologic response was documented. Plasma cfDNA was profiled using Infinium MethylationEPIC BeadChip array. Differential methylation between pathologic responders (≤pT1N0M0) and non-responders was analyzed, and a Random Forest model was used to generate a classifier predictive of treatment response. Results: Using pre-chemotherapy plasma cfDNA, we developed a methylation-based response score (mR-score) predictive of pathologic response. The mR-score also could be calculated using plasma samples collected after the first cycle of neoadjuvant chemotherapy, resulting in a similar predictive ability. Furthermore, we used cfDNA methylation data to calculate the circulating bladder DNA fraction, which had a modest but independent predictive ability for treatment response. When we combined the mR-score and circulating bladder DNA fraction, we successfully predicted pathologic response outcomes in 79% of patients based on their plasma collected before chemotherapy and after 1 cycle of chemotherapy. Conclusions: Our study provides proof of concept that cfDNA methylation may be used to predict treatment response in bladder cancer patients receiving neoadjuvant chemotherapy. Clinical trial information: NCT02177695.
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