PO.MCB06.03 · 分子与细胞生物学

PROMISE:一种捕获上皮性癌症早期表观遗传演化和预后程序的克隆性启动子甲基化特征

PROMISE, a clonal promoter methylation signature capturing early epigenetic evolution and prognostic programs across epithelial cancers

海报缩略图:PROMISE:一种捕获上皮性癌症早期表观遗传演化和预后程序的克隆性启动子甲基化特征
编号 3197 展板 7 时间 4/20 02:00–05:00 区域 Section 20 主讲 Francisco Gimeno-Valiente, PhD
分会场 Epigenetic Changes as Molecular Markers of Cancer
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作者与单位 Authors & Affiliations

Francisco Gimeno-Valiente1, Constantino De La Vega2, Yun-Hsin Liu1, Carla Castignani3, Ieva Usaite1, Martín Arana Jorge1, Elrick Hillary1, Stephan Beck4, Miljana Tanic5, Jonas Demeulemeester6, Peter Van Loo7, Charles Swanton3, Mariam Jamal-Hanjani8, Nnennaya Kanu1

1University College London (UCL), London, United Kingdom,2University of Cambridge, Cambridge, United Kingdom,3The Francis Crick Institute, London, United Kingdom,4UCL Cancer Institute, London, United Kingdom,5Institute for Oncology and Radiology of Serbia, Belgrade, Serbia,6Integrative Cancer Genomics Laboratory, Department of Oncology, KU Leuven, Leuven, Belgium,7The University of Texas MD Anderson Cancer Center, Houston, TX,8University College London (UCL) Cancer Institute, London, United Kingdom

摘要 Abstract

中文摘要
表观遗传重塑是肿瘤演化的标志,但启动子甲基化事件的时间和克隆性仍未得到充分界定。我们研究了多区域肺腺癌(LUAD)中启动子 DNA 甲基化的空间结构,以鉴定克隆性表观遗传改变,并评估其在各类癌症中的预后和转化意义。对来自 32 例 TRACERx LUAD 患者、具有匹配正常组织的 151 个肿瘤区域进行了简化代表性亚硫酸氢盐测序(RRBS)。对差异甲基化区域(DMRs)进行了肿瘤内(ITH)和肿瘤间(ITeH)异质性定量。通过三种互补的甲基化普遍性度量评估克隆性,随后进行单变量和 LASSO Cox 建模。由此得到的 30 个 DMR 组合(命名为 PROMISE)通过与 TCGA LUAD 的聚类一致性衍生而来,并在 CPTAC 3 中独立验证。随后在来自若干公开来源的 18 种肿瘤类型中检验了 PROMISE 的泛癌特异性。我们鉴定出 21,358 个启动子 DMRs,呈现出 ITH 和 ITeH 模式的连续谱。低 ITH 但高 ITeH 的启动子——在肿瘤内普遍高甲基化但在患者间变化——代表早期克隆事件,与不良生存显著相关。LASSO Cox 选择产生了一个包含参与免疫调节、上皮极性和 TGFbeta 信号的基因的 30-DMR 特征。PROMISE 在 TCGA LUAD 和 CPTAC 3 队列中均能稳健地将患者分层为高风险和低风险组(log-rank P < 0.01),并独立于临床病理变量。跨癌症分析揭示在肾癌、甲状腺癌、肝癌和结直肠癌中有很强的预后关联,但在鳞状、富含基质或血液系统恶性肿瘤中信号极小。PROMISE 捕获了一种在多种癌中反复出现的、早期克隆性启动子高甲基化的泛上皮程序,并可预测特定上皮性肿瘤的预后。这些发现突显克隆性甲基化重塑作为肿瘤演化的早期决定因素,并将 PROMISE 提名为一种临床可操作的癌症风险分层生物标志物。
查看英文原文 English abstract
Epigenetic remodeling is a hallmark of tumor evolution, yet the timing and clonality of promoter methylation events remain poorly defined. We investigated the spatial architecture of promoter DNA methylation in multiregion lung adenocarcinoma (LUAD) to identify clonal epigenetic alterations and evaluate their prognostic and translational relevance across cancers. Reduced representation bisulfite sequencing (RRBS) was performed on 151 tumor regions from 32 TRACERx LUAD patients with matched normal tissue. Differentially methylated regions (DMRs) were quantified for intratumor (ITH) and intertumor (ITeH) heterogeneity. Clonality was evaluated through three complementary metrics of methylation ubiquity, followed by univariate and LASSO Cox modeling. The resulting 30DMR panel, termed PROMISE, was derived through clustering concordance with TCGA LUAD and independently validated in CPTAC 3. PROMISE was subsequently tested for pancancer specificity across 18 tumor types from several publicly available sources.We identified 21,358 promoter DMRs showing a continuum of ITH and ITeH patterns. Promoters with low ITH but high ITeH, ubiquitously hypermethylated within tumors yet variable across patients, represented early clonal events significantly associated with poor survival. LASSO Cox selection yielded a 30-DMR signature encompassing genes involved in immune regulation, epithelial polarity, and TGFbeta signaling. PROMISE robustly stratified patients into high and low risk groups in both TCGA LUAD and CPTAC 3 cohorts (logrank P < 0.01) and remained independent of clinicopathologic variables. Cross-cancer analyses revealed strong prognostic associations in kidney, thyroid, liver, and colorectal cancers, but minimal signal in squamous, stromal rich, or hematologic malignancies.PROMISE captures a panepithelial program of early, clonal promoter hypermethylation recurrent across multiple carcinomas and predictive of outcome in selected epithelial tumors. These findings highlight clonal methylation remodeling as an early determinant of tumor evolution and nominate PROMISE as a clinically actionable biomarker for cancer risk stratification.
利益披露 Disclosure
F. Gimeno-Valiente, None.. C. De La Vega, None.. Y. Liu, None.. I. Usaite, None.. M. Jorge, None.. E. Hillary, None.. M. Tanic, None.. J. Demeulemeester, None. C. Swanton, AstraZeneca grant support, speaker honoraria, and serves as Chief Investigator for the AZ MeRmaiD trials.. Boehringer Ingelheim grant support and speaker honoraria.. Bristol Myers Squibb grant support and speaker honoraria.. Pfizer grant support and speaker honoraria.. Roche / Roche VENTANA grant support, speaker honoraria, and consulting fees from the Roche Innovation Centre–Shanghai.. Invitae (ArcherDX) grant support through an MRD sequencing collaboration. Ono Pharmaceutical grant support. Personalis collaborative research support. GRAIL Co-Chief Investigator of the NHS Galleri trial and a paid SAB member. Achilles Therapeutics consulting fees, serves on the SAB, and holds stock options as a co-founder.. Bicycle Therapeutics consulting fees and serves on the SAB. Genentech consulting fees and speaker honoraria. Medicxi consulting fees. Metabomed consulting fees until July 2022. Relay Therapeutics consulting fees and served on the SAB. SAGA Diagnostics consulting fees and served on the SAB. Sarah Cannon Research Institute consulting fees. Amgen, GSK, Illumina, MSD, Novartis speaker honoraria from these companies. M. Jamal-Hanjani, Astex Pharmaceuticals Consulted and Speaker honoraria. Pfizer Consulted and Speaker honoraria. Achilles Therapeutics Consulted and Member of the Achilles Therapeutics Scientific Advisory Board and Steering Committee.. Bristol Myers Squibb Has received speaker honoraria.. Genentech Has received speaker honoraria.. GenesisCare Has received speaker honoraria.. Oslo Cancer Cluster Has received speaker honoraria. N. Kanu, AstraZeneca Acknowledges grants.

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