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评估一种基于多模态循环肿瘤DNA的检测方法,用于检测缺乏标准筛查检测的侵袭性癌症。

Evaluation of a multimodal ctDNA-based assay for detection of aggressive cancers lacking standard screening tests.

作者信息

Thien Nguyen Chi Van, Hanh Nguyen Thi Hue, Vo Dac Ho, Vi Van Thi Tuong, Huong Nguyen Giang Thi, Tran Trung Hieu, Nguyen Trong Hieu, Khoa Huynh Le Anh, Nguyen Thanh Dat, Tran Nhat-Huy, Thi Ha Thi Minh, Quynh Le Phan Tuong, Truong Xuan Long, Nguyen Hong-Dang Luu, Tran Uyen Vu, Hoang Thanh Quang, Nguyen Viet Binh, Le Van Cuong, Nguyen Xuan Chung, Phuong Nguyen Thi Minh, Nguyen Van Hung, Nhat Tran Nu Thien, Quynh Dang Thi Ngoc, Tran Manh Hoang, Nguyen Phuc Nguyen, Dao Thi Huyen, Phuc Nguyen Huu Tam, Tran Nhat-Thang, Phan Thi Van, Nguyen Duy Sinh, Tang Hung Sang, Giang Hoa, Phan Minh-Duy, Nguyen Hoai-Nghia, Tran Le Son

机构信息

Medical Genetics Institute, Ho Chi Minh, Vietnam.

University Medical Center HCM, Ho Chi Minh, Vietnam.

出版信息

Future Oncol. 2025 Jan;21(1):105-115. doi: 10.1080/14796694.2024.2413266. Epub 2024 Oct 21.

Abstract

Cancers lacking standard screening (LSS) options account for approximately 70% of cancer-related deaths due to late-stage diagnosis. Circulating tumor DNA (ctDNA) is a promising biomarker for multi-cancer early detection. We previously developed SPOT-MAS, a multimodal ctDNA-based assay analyzing methylation and fragmentomic profiles, effective in detecting common cancers (breast, colorectal, liver, lung and gastric). This study extends the analysis to five LSS cancers: endometrial, esophageal, head and neck, ovarian and pancreatic. SPOT-MAS was applied to profile cfDNA methylation and fragmentomic patterns in 739 healthy individuals and 135 LSS cancer patients. We identified 347 differentially methylated regions and observed genome-wide hypomethylation across all five LSS cancers. Esophageal and head and neck cancers showed an enrichment of short cfDNA fragments (<150 bp). Eleven 4-mer end motifs were consistently altered in cfDNA fragments across all LSS cancers. Many significant signatures were consistent with previous observations in common cancers. Notably, SPOT-MAS achieved 96.2% specificity and 74.8% overall sensitivity, with a lower sensitivity of 60.7% in early-stage cancers. This proof-of-concept study demonstrates that SPOT-MAS a non-invasive test trained on five common cancer types, could detect a number of LSS cancer cases, potentially complementing existing screening programs.

摘要

缺乏标准筛查(LSS)选项的癌症约占因晚期诊断导致的癌症相关死亡的70%。循环肿瘤DNA(ctDNA)是一种很有前景的用于多种癌症早期检测的生物标志物。我们之前开发了SPOT-MAS,这是一种基于ctDNA的多模态检测方法,可分析甲基化和片段组学特征,对检测常见癌症(乳腺癌、结直肠癌、肝癌、肺癌和胃癌)有效。本研究将分析扩展到五种LSS癌症:子宫内膜癌、食管癌、头颈癌、卵巢癌和胰腺癌。将SPOT-MAS应用于739名健康个体和135名LSS癌症患者的cfDNA甲基化和片段组学模式分析。我们鉴定出347个差异甲基化区域,并观察到所有五种LSS癌症在全基因组范围内均存在低甲基化。食管癌和头颈癌显示短cfDNA片段(<150 bp)富集。在所有LSS癌症的cfDNA片段中,11种4聚体末端基序持续发生改变。许多显著特征与之前在常见癌症中的观察结果一致。值得注意的是,SPOT-MAS的特异性达到96.2%,总体灵敏度达到74.8%,早期癌症的灵敏度较低,为60.7%。这项概念验证研究表明,SPOT-MAS这种基于五种常见癌症类型训练的非侵入性检测方法,可以检测出一些LSS癌症病例,有可能补充现有的筛查项目。

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