Colorectal Cancer Surgery Department, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Clin Epigenetics. 2023 Jul 27;15(1):119. doi: 10.1186/s13148-023-01518-5.
Colorectal polyp is known a precursor of colorectal cancer (CRC) that holds an increased risk for progression to CRC. Circulating cell-free DNA (cfDNA) methylation has shown favorable performance in the detection and monitoring the malignant progression in a variety of cancers.
To discover cfDNA methylation markers for the diagnosis of CRC, we first performed a genome-wide analysis between eight CRC and eight polyp tissues using the Infinium HumanMethylationEPIC BeadChip. We identified 7008 DMCs, and after filtering, we validated 39 DMCs by MethylTarget sequencing in 62 CRC and 56 polyp tissues. A panel of four CpGs (cg04486886, cg06712559, cg13539460, and cg27541454) was selected as the methylation marker in tissue by LASSO and random forest models. A diagnosis prediction model was built based on the four CpGs, and the methylation diagnosis score (md-score) can effectively discriminate tissues with CRC from polyp patients (AUROC > 0.9). Finally, the cg27541454 was confirmed hypermethylated in CRC (AUC = 0.85) in the plasma validation cohort.
Our findings suggest that the md-score could robustly detect CRC from polyp tissues, and cg27541454 may be a promising candidate noninvasive biomarker for CRC early diagnosis.
结直肠息肉是结直肠癌(CRC)的前体,其进展为 CRC 的风险增加。循环无细胞游离 DNA(cfDNA)甲基化在多种癌症的检测和监测恶性进展方面表现出良好的性能。
为了发现用于 CRC 诊断的 cfDNA 甲基化标记物,我们首先使用 Infinium HumanMethylationEPIC BeadChip 在 8 个 CRC 和 8 个息肉组织之间进行了全基因组分析。我们鉴定了 7008 个 DMC,经过过滤后,我们通过 MethylTarget 测序在 62 个 CRC 和 56 个息肉组织中验证了 39 个 DMC。一个由四个 CpG(cg04486886、cg06712559、cg13539460 和 cg27541454)组成的 panel 被 LASSO 和随机森林模型选为组织中的甲基化标记物。基于四个 CpG 构建了诊断预测模型,甲基化诊断评分(md-score)可以有效地将 CRC 组织与息肉患者区分开来(AUROC>0.9)。最后,在血浆验证队列中证实 cg27541454 在 CRC 中呈高甲基化(AUC=0.85)。
我们的研究结果表明,md-score 可以从息肉组织中稳健地检测 CRC,并且 cg27541454 可能是 CRC 早期诊断的有前途的非侵入性候选生物标志物。