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基于肿瘤组织基因甲基化生物标志物的大规模外部验证和荟萃分析用于结直肠癌的预后评估。

Large-scale external validation and meta-analysis of gene methylation biomarkers in tumor tissue for colorectal cancer prognosis.

机构信息

Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany; Medical Faculty Heidelberg, Heidelberg University, Heidelberg, Germany.

Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.

出版信息

EBioMedicine. 2024 Jul;105:105223. doi: 10.1016/j.ebiom.2024.105223. Epub 2024 Jun 24.

Abstract

BACKGROUND

DNA methylation biomarkers in colorectal cancer (CRC) tissue hold potential as prognostic indicators. However, individual studies have yielded heterogeneous results, and external validation is largely absent. We conducted a comprehensive external validation and meta-analysis of previously suggested gene methylation biomarkers for CRC prognosis.

METHODS

We performed a systematic search to identify relevant studies investigating gene methylation biomarkers for CRC prognosis until March 2024. Our external validation cohort with long-term follow-up included 2303 patients with CRC from 22 hospitals in southwest Germany. We used Cox regression analyses to assess associations between previously suggested gene methylation biomarkers and prognosis, adjusting for clinical variables. We calculated pooled hazard ratios (HRs) and their 95% confidence intervals (CIs) using random-effects models.

FINDINGS

Of 151 single gene and 29 multiple gene methylation biomarkers identified from 121 studies, 37 single gene and seven multiple gene biomarkers were significantly associated with CRC prognosis after adjustment for clinical variables. Moreover, the directions of these associations with prognosis remained consistent between the original studies and our validation analyses. Seven single biomarkers and two multi-biomarker signatures were significantly associated with CRC prognosis in the meta-analysis, with a relatively strong level of evidence for CDKN2A, WNT5A, MLH1, and EVL.

INTERPRETATION

In a comprehensive evaluation of the so far identified gene methylation biomarkers for CRC prognosis, we identified candidates with potential clinical relevance for further investigation.

FUNDING

The German Research Council, the Interdisciplinary Research Program of the National Center for Tumor Diseases (NCT), Germany, the German Federal Ministry of Education and Research.

摘要

背景

结直肠癌(CRC)组织中的 DNA 甲基化生物标志物具有作为预后指标的潜力。然而,个别研究的结果存在异质性,且缺乏外部验证。我们对先前提出的用于 CRC 预后的基因甲基化生物标志物进行了全面的外部验证和荟萃分析。

方法

我们进行了系统检索,以确定截至 2024 年 3 月研究 CRC 预后的基因甲基化生物标志物的相关研究。我们的外部验证队列包括来自德国西南部 22 家医院的 2303 例 CRC 患者,随访时间较长。我们使用 Cox 回归分析来评估先前提出的基因甲基化生物标志物与预后之间的关联,同时调整临床变量。我们使用随机效应模型计算合并危险比(HR)及其 95%置信区间(CI)。

发现

在从 121 项研究中确定的 151 个单基因和 29 个多基因甲基化生物标志物中,经过临床变量调整后,有 37 个单基因和 7 个多基因生物标志物与 CRC 预后显著相关。此外,这些与预后的关联在原始研究和我们的验证分析之间的方向保持一致。在荟萃分析中,有 7 个单生物标志物和 2 个多生物标志物特征与 CRC 预后显著相关,CDKN2A、WNT5A、MLH1 和 EVL 的证据水平相对较强。

解释

在对迄今为止确定的用于 CRC 预后的基因甲基化生物标志物进行全面评估后,我们确定了具有潜在临床相关性的候选标志物,以供进一步研究。

资金

德国研究委员会、德国国家肿瘤疾病中心(NCT)跨学科研究计划、德国联邦教育与研究部。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/262b/11255517/898c6d0a1a3c/gr1.jpg

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