Combining non-invasive liquid biopsy and a methylation analysis to assess surgical risk for early esophageal cancer

甲基化 食管癌 医学 DNA甲基化 穿孔 活检 肿瘤科 阶段(地层学) 内科学 癌症研究 食管 癌症 病理 生物 基因 基因表达 遗传学 材料科学 冶金 冲孔 古生物学
作者
Xiaole Chen,Mingyan Li,Yongliang Li,Alberto Aiolfi,Luigi Bonavina,Antoon Lerut,Xiu-Xia Wu,Qinsheng Zhang
出处
期刊:Translational cancer research [AME Publishing Company]
卷期号:13 (6): 3075-3089
标识
DOI:10.21037/tcr-24-314
摘要

Background: While the widespread use of endoscopic submucosal dissection (ESD) has significantly reduced the incidence of early esophageal cancer (ESCA), the limited ability of ESD to strip deep infiltrating esophageal lesions results in a considerable risk of intraoperative perforation. Circulating-free DNA (cfDNA) is widely used in modern tumor screening due to its non-invasive detection capabilities. A methylation analysis offers vital insights into the condition and advancement of malignancies due to its unique positioning, such as a marker of cancer. This study investigated the potential of combining a non-invasive liquid biopsy technique, along with a methylation analysis, to assess the surgical perforation risk of ESCA patients. Methods: In this study, we conducted an analysis of gene expression differences between stage I esophageal squamous carcinoma samples and healthy tissue samples using data from The Cancer Genome Atlas (TCGA) database. We also identified the genes associated with progression-free survival (PFS) in esophageal squamous carcinoma. Integrating the framework of the methylation analysis, we explored the methylated sites of these distinct genes. To refine this process, we used the Shiny Methylation Analysis Resource Tool (SMART) to conduct a comprehensive analysis of these sites. We then confirmed the stability of the methylation sites in different lesion conditions using methylation-specific quantitative polymerase chain reaction (MS-qPCR) with paraffin tissue samples collected after ESD. Results: We analyzed RNA-sequencing data from 42 early stage ESCA patients and 17 controls, identifying 1,263 up-regulated and 460 down-regulated genes. Functional analyses revealed involvement in key pathways such as cell cycle regulation and immune responses. Furthermore, we identified 38 differentially expressed genes associated with PFS. Using SMART analysis, we found 217 hyper-methylated regions in 38 genes, suggesting potential early markers for ESCA. Validation experiments confirmed the reliability of 29 hyper-methylated regions in FFPE tissue samples and 6 regions in cfDNA. A LunaCAM model showed high accuracy [area under the curve (AUC) =0.89] in discriminating early ESCA. Integrated assessment of six highly methylated regions significantly improved predictive performance, with 90.56% sensitivity, highlighting the importance of combinatorial biomarker evaluation for early cancer detection. Conclusions: This study established a novel approach that integrates non-invasive testing with a methylation analysis to assess the surgical risk of early ESCA patients. The significance of changes in methylation sites in relation to lesion status should not be underestimated, as they have the potential to offer vital insights for proactive risk assessments before surgery.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
Brand_xu完成签到,获得积分10
刚刚
无花果应助冷酷的问晴采纳,获得10
刚刚
完美世界应助小学神采纳,获得10
1秒前
hdskjahfi发布了新的文献求助10
1秒前
VIEAAA发布了新的文献求助10
2秒前
2秒前
852应助zwjay采纳,获得10
2秒前
阿瓦达发布了新的文献求助10
2秒前
努力完成签到,获得积分10
3秒前
老实的乐儿完成签到 ,获得积分10
3秒前
123发布了新的文献求助10
4秒前
4秒前
panyanjun发布了新的文献求助10
4秒前
panyanjun发布了新的文献求助10
5秒前
panyanjun发布了新的文献求助20
5秒前
panyanjun发布了新的文献求助10
5秒前
panyanjun发布了新的文献求助10
5秒前
5秒前
YANG驳回了打打应助
6秒前
6秒前
纯情男高中生完成签到,获得积分10
6秒前
6秒前
郭小冷发布了新的文献求助10
6秒前
十一发布了新的文献求助10
7秒前
7秒前
打打应助一颗桃子采纳,获得10
8秒前
大模型应助灵巧的安双采纳,获得10
8秒前
只想发SCI发布了新的文献求助10
8秒前
9秒前
乐乐应助科研通管家采纳,获得10
9秒前
完美世界应助科研通管家采纳,获得10
9秒前
molihuakai应助科研通管家采纳,获得10
10秒前
Astraeus应助科研通管家采纳,获得10
10秒前
10秒前
10秒前
Jasper应助科研通管家采纳,获得10
10秒前
XC应助科研通管家采纳,获得30
10秒前
Akim应助科研通管家采纳,获得10
10秒前
大个应助科研通管家采纳,获得10
10秒前
10秒前
高分求助中
Cronologia da história de Macau 5000
Matrix Methods in Data Mining and Pattern Recognition 510
C语言程序设计(微课版) 500
Interactions of Vowel Quality and Prosody in East Slavic 500
Vander's Renal Physiology第10版 500
Forensic Science An Introduction to Scientific and Investigative Techniques 6th Edition 400
Reaction of 3-Methylenedihydro-(3H)furan-2-one with Diazoalkanes. Syntheses and Crystal Structures of Spiranic Cyclopropyl Compounds 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7095564
求助须知:如何正确求助?哪些是违规求助? 8752097
关于积分的说明 18511458
捐赠科研通 6648941
什么是DOI,文献DOI怎么找? 3137651
关于科研通互助平台的介绍 2245844
邀请新用户注册赠送积分活动 2112455