前列腺癌
多路复用
DNA甲基化
结直肠癌
乳腺癌
数字聚合酶链反应
甲基化
肺癌
血液检验
肿瘤科
癌症
医学
内科学
癌症研究
生物
生物信息学
基因
聚合酶链反应
基因表达
遗传学
作者
Tiago Brito‐Rocha,Vera Constâncio,Pedro Leite‐Silva,Carina Carvalho‐Maia,José Pedro Sequeira,Sofia Salta,João Lobo,Daniel Nascimento Machado,Sandra P. Nunes,Rui Silva‐Santos,Rui Freitas,Carlos Gonçalves Dias,Cláudia Vieira,Marta Soares,Rui Henrique,Cármen Jerónimo
摘要
Abstract Early cancer detection through minimally invasive methods is key for improving patient outcomes. We aimed to assess the performance of a novel blood‐based test leveraging DNA methylation patterns for simultaneous detection of lung (LC), breast (BrC), colorectal (CRC), and prostate (PCa) cancer. Using The Cancer Genome Atlas (TCGA) methylation data, we identified shared hypermethylated gene promoters ( ADCY4 , MIR129‐2 , NID2 , and MAGI2 ) among those four cancers. Validation was performed using online datasets, an in‐house tissue set ( N = 179), and plasma samples ( N = 485) using droplet digital PCR (ddPCR). The test showed sensitivities of 81.82% (lung), 45% (breast), 69.23% (colorectal), and 44.14% (prostate), with 91.04% specificity. Overall, the PanCancer panel achieved 60.1% sensitivity and 87.4% specificity in detecting these four cancers. In early‐stage cancers, sensitivities were slightly lower but followed a similar trend. Additionally, the test detected nine other cancer types in plasma. This proof‐of‐concept study demonstrates the feasibility of a single methylation‐targeted blood test for multi‐cancer detection, offering potential as an affordable and scalable screening tool for early cancer detection.
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