Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.
Ontario Institute for Cancer Research, Toronto, Ontario, Canada.
Cancer Discov. 2024 Jun 3;14(6):1048-1063. doi: 10.1158/2159-8290.CD-23-1060.
Early kinetics of circulating tumor DNA (ctDNA) in plasma predict response to pembrolizumab but typically requires sequencing of matched tumor tissue or fixed gene panels. We analyzed genome-wide methylation and fragment-length profiles using cell-free methylated DNA immunoprecipitation and sequencing (cfMeDIP-seq) in 204 plasma samples from 87 patients before and during treatment with pembrolizumab from a pan-cancer phase II investigator-initiated trial (INSPIRE). We trained a pan-cancer methylation signature using independent methylation array data from The Cancer Genome Atlas to quantify cancer-specific methylation (CSM) and fragment-length score (FLS) for each sample. CSM and FLS are strongly correlated with tumor-informed ctDNA levels. Early kinetics of CSM predict overall survival and progression-free survival, independently of tumor type, PD-L1, and tumor mutation burden. Early kinetics of FLS are associated with overall survival independently of CSM. Our tumor-naïve mutation-agnostic ctDNA approach integrating methylomics and fragmentomics could predict outcomes in patients treated with pembrolizumab.
Analysis of methylation and fragment length in plasma using cfMeDIP-seq provides a tumor-naive approach to measure ctDNA with results comparable with a tumor-informed bespoke ctDNA. Early kinetics within the first weeks of treatment in methylation and fragment quantity can predict outcomes with pembrolizumab in patients with various advanced solid tumors. This article is featured in Selected Articles from This Issue, p. 897.
循环肿瘤 DNA(ctDNA)在血浆中的早期动力学可预测对 pembrolizumab 的反应,但通常需要对匹配的肿瘤组织或固定基因进行测序。我们在一项泛癌种的 II 期研究者发起的试验(INSPIRE)中,对 87 名患者的 204 个血浆样本在接受 pembrolizumab 治疗前和治疗期间进行了全基因组甲基化和片段长度分析,采用了游离甲基化 DNA 免疫沉淀和测序(cfMeDIP-seq)。我们使用来自癌症基因组图谱的独立甲基化阵列数据来训练泛癌种甲基化特征,以量化每个样本的癌症特异性甲基化(CSM)和片段长度评分(FLS)。CSM 和 FLS 与基于肿瘤的 ctDNA 水平密切相关。CSM 的早期动力学可预测总生存期和无进展生存期,与肿瘤类型、PD-L1 和肿瘤突变负担无关。FLS 的早期动力学与 CSM 无关,与总生存期相关。我们的肿瘤初治、突变不可知的 ctDNA 方法整合了甲基组学和片段组学,可以预测接受 pembrolizumab 治疗的患者的结局。
使用 cfMeDIP-seq 对血浆中的甲基化和片段长度进行分析,提供了一种肿瘤初治的方法来测量 ctDNA,结果与基于肿瘤的定制 ctDNA 相当。在治疗的最初几周内,甲基化和片段数量的早期动力学可以预测各种晚期实体瘤患者接受 pembrolizumab 治疗的结局。本文选自本期特色文章,第 897 页。