Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy.
Department of Oncology, University of Torino, Turin, Italy.
Genome Med. 2024 Oct 9;16(1):118. doi: 10.1186/s13073-024-01386-5.
Liquid biopsy based on cell-free DNA (cfDNA) analysis holds significant promise as a minimally invasive approach for the diagnosis, genotyping, and monitoring of solid malignancies. Human tumors release cfDNA in the bloodstream through a combination of events, including cell death, active and passive release. However, the precise mechanisms leading to cfDNA shedding remain to be characterized. Addressing this question in patients is confounded by several factors, such as tumor burden extent, anatomical and vasculature barriers, and release of nucleic acids from normal cells. In this work, we exploited cancer models to dissect basic mechanisms of DNA release.
We measured cell loss ratio, doubling time, and cfDNA release in the supernatant of a colorectal cancer (CRC) cell line collection (N = 76) representative of the molecular subtypes previously identified in cancer patients. Association analyses between quantitative parameters of cfDNA release, cell proliferation, and molecular features were evaluated. Functional experiments were performed to test the impact of modulating DNA methylation on cfDNA release.
Higher levels of supernatant cfDNA were significantly associated with slower cell cycling and increased cell death. In addition, a higher cfDNA shedding was found in non-CpG Island Methylator Phenotype (CIMP) models. These results indicate a positive correlation between lower methylation and increased cfDNA levels. To explore this further, we exploited methylation microarrays to identify a subset of probes significantly associated with cfDNA shedding and derive a methylation signature capable of discriminating high from low cfDNA releasers. We applied this signature to an independent set of 176 CRC cell lines and patient derived organoids to select 14 models predicted to be low or high releasers. The methylation profile successfully predicted the amount of cfDNA released in the supernatant. At the functional level, genetic ablation of DNA methyl-transferases increased chromatin accessibility and DNA fragmentation, leading to increased cfDNA release in isogenic CRC cell lines. Furthermore, in vitro treatment of five low releaser CRC cells with a demethylating agent was able to induce a significant increase in cfDNA shedding.
Methylation status of cancer cell lines contributes to the variability of cfDNA shedding in vitro. Changes in methylation pattern are associated with cfDNA release levels and might be exploited to increase sensitivity of liquid biopsy assays.
基于游离 DNA(cfDNA)分析的液体活检作为一种微创方法,具有诊断、基因分型和监测实体恶性肿瘤的巨大潜力。人类肿瘤通过包括细胞死亡、主动和被动释放在内的一系列事件,将 cfDNA 释放到血液中。然而,导致 cfDNA 释放的确切机制仍有待阐明。在患者中解决这个问题受到几个因素的影响,如肿瘤负担程度、解剖和血管屏障以及正常细胞释放核酸。在这项工作中,我们利用癌症模型来剖析 DNA 释放的基本机制。
我们测量了一个结直肠癌细胞系集合(N=76)的细胞丢失率、倍增时间和上清液中 cfDNA 的释放,该集合代表了之前在癌症患者中鉴定的分子亚型。评估 cfDNA 释放的定量参数、细胞增殖和分子特征之间的关联分析。进行功能实验以测试调节 DNA 甲基化对 cfDNA 释放的影响。
上清液中 cfDNA 水平较高与细胞周期较慢和细胞死亡增加显著相关。此外,非 CpG 岛甲基化表型(CIMP)模型中发现 cfDNA 释放更高。这些结果表明,较低的甲基化与较高的 cfDNA 水平呈正相关。为了进一步探索这一点,我们利用甲基化微阵列来鉴定与 cfDNA 释放显著相关的探针子集,并得出一个能够区分高和低 cfDNA 释放者的甲基化特征。我们将该特征应用于一组 176 个结直肠癌细胞系和患者衍生的类器官,以选择 14 个预测为低或高释放者的模型。甲基化谱成功预测了上清液中 cfDNA 的释放量。在功能水平上,DNA 甲基转移酶的遗传缺失增加了染色质可及性和 DNA 片段化,导致同源结直肠癌细胞系中 cfDNA 释放增加。此外,体外用去甲基化剂处理五株低释放 CRC 细胞能够显著增加 cfDNA 的释放。
癌细胞系的甲基化状态有助于体外 cfDNA 释放的变异性。甲基化模式的变化与 cfDNA 释放水平相关,可能被用来提高液体活检检测的灵敏度。