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基于福尔马林固定石蜡包埋组织的甲基化组学的 MethCORR 建模可用于结直肠癌的特征描述和预后判断。

MethCORR modelling of methylomes from formalin-fixed paraffin-embedded tissue enables characterization and prognostication of colorectal cancer.

机构信息

Department of Molecular Medicine, Aarhus University Hospital, 8200, Aarhus, Denmark.

Epigenomic Unit, Health Research Institute La Fe (ISSLaFe), Valencia, Spain.

出版信息

Nat Commun. 2020 Apr 24;11(1):2025. doi: 10.1038/s41467-020-16000-6.

Abstract

Transcriptional characterization and classification has potential to resolve the inter-tumor heterogeneity of colorectal cancer and improve patient management. Yet, robust transcriptional profiling is difficult using formalin-fixed, paraffin-embedded (FFPE) samples, which complicates testing in clinical and archival material. We present MethCORR, an approach that allows uniform molecular characterization and classification of fresh-frozen and FFPE samples. MethCORR identifies genome-wide correlations between RNA expression and DNA methylation in fresh-frozen samples. This information is used to infer gene expression information in FFPE samples from their methylation profiles. MethCORR is here applied to methylation profiles from 877 fresh-frozen/FFPE samples and comparative analysis identifies the same two subtypes in four independent cohorts. Furthermore, subtype-specific prognostic biomarkers that better predicts relapse-free survival (HR = 2.66, 95%CI [1.67-4.22], P value < 0.001 (log-rank test)) than UICC tumor, node, metastasis (TNM) staging and microsatellite instability status are identified and validated using DNA methylation-specific PCR. The MethCORR approach is general, and may be similarly successful for other cancer types.

摘要

转录特征分析和分类有可能解决结直肠癌的肿瘤内异质性,并改善患者管理。然而,使用福尔马林固定、石蜡包埋(FFPE)样本进行稳健的转录谱分析非常困难,这使得在临床和存档材料中进行测试变得复杂。我们提出了 MethCORR,这是一种允许对新鲜冷冻和 FFPE 样本进行统一分子特征分析和分类的方法。MethCORR 在新鲜冷冻样本中识别 RNA 表达和 DNA 甲基化之间的全基因组相关性。该信息用于根据其甲基化谱推断 FFPE 样本中的基因表达信息。MethCORR 应用于 877 个新鲜冷冻/FFPE 样本的甲基化谱,比较分析在四个独立队列中鉴定出相同的两个亚型。此外,使用 DNA 甲基化特异性 PCR 鉴定并验证了比 UICC 肿瘤、淋巴结、转移(TNM)分期和微卫星不稳定性状态更能预测无复发生存(HR=2.66,95%CI[1.67-4.22],P 值<0.001(对数秩检验))的亚型特异性预后生物标志物。MethCORR 方法具有通用性,对于其他癌症类型可能同样成功。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fb6/7181739/d3a887fa37c6/41467_2020_16000_Fig1_HTML.jpg

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