Computational-based integrative methylome-transcriptome analysis reveals widespread enhancer hypomethylation in esophageal carcinoma.

IF 3.1 4区 医学 Q2 GENETICS & HEREDITY
Epigenomics Pub Date : 2026-04-01 Epub Date: 2026-04-14 DOI:10.1080/17501911.2026.2654596
Akbar Ali, Tengku Ahmad Damitri Al Astani Tengku Din, Muhammad Irfan Abdul Jalal, Wan Nor Arifin, Mai Abdel Haleem A Abusalah, Alqassem Hamdallah Abuarqoub, Naveed Ahmed
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引用次数: 0

Abstract

Background: Esophageal carcinoma (ESCA), comprising esophageal squamous cell carcinoma (ESCC) and esophageal adenocarcinoma (EAC), has a poor prognosis due to late diagnosis and incomplete molecular characterization. We sought to define the ESCA epigenomic landscape by integrating methylome and transcriptome data across both subtypes.

Research design and methods: TCGA-ESCA HumanMethylation450K and RNA-seq profiles (182 tumors: 95 ESCC and 87 EAC; 64 normal tissues) were analyzed using ELMER and Bioconductor workflows. Differentially methylated probes were annotated by genomic category, probe-gene coupling was tested by Spearman correlation, and a LASSO-penalized 12-CpG classifier was trained and externally validated in an independent GEO cohort (GSE68303; n = 43).

Results: ESCA showed pervasive enhancer hypomethylation, with 72.5% of the hypomethylated probes mapping to the distal enhancers. Methylation-expression coupling identified LINC02547 and PYGL as candidate effector genes, and enriched transcription factor motifs included AP-1 and NFIL3. The classifier achieved a cross-validated AUC of 0.996, approximately 0.99, sensitivity at 95% specificity, and reproducible performance across ESCC and EAC subtypes. Advanced disease stage was the dominant prognostic factor in multivariable survival models.

Conclusions: Enhancer hypomethylation is a hallmark of ESCA, nominating LINC02547 and PYGL as biomarker candidates with diagnostic/prognostic promise. Limitations include retrospective design and need for experimental validation.

基于计算的综合甲基组-转录组分析揭示了食管癌中广泛存在的增强子低甲基化。
背景:食管癌(ESCA)包括食管鳞状细胞癌(ESCC)和食管腺癌(EAC),由于诊断较晚和分子特征不完整,预后较差。我们试图通过整合两种亚型的甲基组和转录组数据来定义ESCA表观基因组景观。研究设计和方法:使用ELMER和Bioconductor工作流程分析TCGA-ESCA HumanMethylation450K和RNA-seq图谱(182个肿瘤:95个ESCC和87个EAC; 64个正常组织)。差异甲基化探针通过基因组分类进行注释,探针-基因偶联通过Spearman相关测试,lasso惩罚的12-CpG分类器在独立的GEO队列(GSE68303; n = 43)中进行训练和外部验证。结果:ESCA显示普遍的增强子低甲基化,72.5%的低甲基化探针定位到远端增强子。甲基化-表达偶联鉴定出LINC02547和PYGL为候选效应基因,富集的转录因子基序包括AP-1和NFIL3。该分类器的交叉验证AUC为0.996,约为0.99,灵敏度为95%特异性,并且在ESCC和EAC亚型中具有可重复性。在多变量生存模型中,疾病晚期是主要的预后因素。结论:增强子低甲基化是ESCA的一个标志,推荐LINC02547和PYGL作为具有诊断/预后希望的生物标志物候选物。局限性包括回顾性设计和需要实验验证。
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来源期刊
Epigenomics
Epigenomics GENETICS & HEREDITY-
CiteScore
5.80
自引率
2.60%
发文量
95
审稿时长
>12 weeks
期刊介绍: Epigenomics provides the forum to address the rapidly progressing research developments in this ever-expanding field; to report on the major challenges ahead and critical advances that are propelling the science forward. The journal delivers this information in concise, at-a-glance article formats – invaluable to a time constrained community. Substantial developments in our current knowledge and understanding of genomics and epigenetics are constantly being made, yet this field is still in its infancy. Epigenomics provides a critical overview of the latest and most significant advances as they unfold and explores their potential application in the clinical setting.
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