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用于肺癌检测的甲基化特异性液滴数字PCR多重检测方法的开发与验证

Development and validation of a methylation-specific droplet digital PCR multiplex for lung cancer detection.

作者信息

Jacobsen Cecilie Mondrup, Hjorth-Hansen Peter, Wen Sara Witting Christensen, Augustenas Janina, Aagaard Mads Malik, Varnum Claus, Hilberg Ole, Hansen Torben Frøstrup, Andersen Rikke Fredslund

机构信息

Department of Biochemistry and Immunology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark.

Department of Oncology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark.

出版信息

Sci Rep. 2025 Sep 2;15(1):32305. doi: 10.1038/s41598-025-15228-w.


DOI:10.1038/s41598-025-15228-w
PMID:40897746
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12405542/
Abstract

Biomarkers are increasingly used in cancer management, including lung cancer. The use of circulating tumour DNA (ctDNA) detection has attracted significant interest as a non-invasive, highly specific, and sensitive strategy. In this study, we developed and validated a methylation-specific droplet digital PCR (ddPCR) multiplex assay with five tumour-specific methylation markers identified by in silico analysis for lung cancer detection across various clinical settings. The performance of the ddPCR multiplex was validated in tissue and plasma in cohorts of healthy controls and patients with both non-metastatic and metastatic disease by examining sensitivity, specificity, and marker dynamics. Furthermore, two different cut-off methods to determine ctDNA-status and their effects on sensitivity and specificity were examined. In non-metastatic disease, the ddPCR multiplex showed ctDNA-positive rates of 38.7% and 46.8%, respectively, with the two cut-off methods. In metastatic cases, these rates increased to 70.2% and 83.0%. Higher sensitivities were observed for small cell lung cancer and squamous cell carcinoma. Analyses of longitudinal samples from patients with metastatic disease undergoing treatment indicated a potential use in prognostication and treatment guidance. We present a robust, cost-effective approach to lung cancer detection. Moving forward, its performance should be evaluated and validated in larger patient cohorts across a range of clinical scenarios, exploring its full potential.

摘要

生物标志物在癌症管理中,包括肺癌管理中,正得到越来越广泛的应用。循环肿瘤DNA(ctDNA)检测作为一种非侵入性、高度特异且敏感的策略,已引起了极大的关注。在本研究中,我们开发并验证了一种甲基化特异性液滴数字PCR(ddPCR)多重检测方法,该方法使用通过计算机分析确定的五个肿瘤特异性甲基化标志物,用于在各种临床环境中检测肺癌。通过检查敏感性、特异性和标志物动态变化,在健康对照以及非转移性和转移性疾病患者的队列中,对组织和血浆中的ddPCR多重检测性能进行了验证。此外,还研究了两种不同的确定ctDNA状态的截断方法及其对敏感性和特异性的影响。在非转移性疾病中,使用这两种截断方法时,ddPCR多重检测显示ctDNA阳性率分别为38.7%和46.8%。在转移性病例中,这些比率分别增至70.2%和83.0%。小细胞肺癌和鳞状细胞癌的敏感性更高。对接受治疗的转移性疾病患者的纵向样本分析表明,该方法在预后评估和治疗指导方面具有潜在用途。我们提出了一种用于肺癌检测的强大且具有成本效益的方法。展望未来,应在更广泛的临床场景中的更大患者队列中评估和验证其性能,以探索其全部潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b21/12405542/cbcb2dbdef6d/41598_2025_15228_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b21/12405542/360bc5ec50c5/41598_2025_15228_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b21/12405542/b846a90cbc86/41598_2025_15228_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b21/12405542/98c4387f386e/41598_2025_15228_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b21/12405542/d273cc084fa4/41598_2025_15228_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b21/12405542/f7a06c870af6/41598_2025_15228_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b21/12405542/cbcb2dbdef6d/41598_2025_15228_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b21/12405542/360bc5ec50c5/41598_2025_15228_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b21/12405542/b846a90cbc86/41598_2025_15228_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b21/12405542/98c4387f386e/41598_2025_15228_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b21/12405542/d273cc084fa4/41598_2025_15228_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b21/12405542/f7a06c870af6/41598_2025_15228_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b21/12405542/cbcb2dbdef6d/41598_2025_15228_Fig6_HTML.jpg

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Development and validation of a methylation-specific droplet digital PCR multiplex for lung cancer detection.

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[7]
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[8]
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[9]
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本文引用的文献

[1]
Unraveling the potential clinical utility of circulating tumor DNA detection in colorectal cancer-evaluation in a nationwide Danish cohort.

Ann Oncol. 2024-2

[2]
Circulating tumor DNA and radiological tumor volume identify patients at risk for relapse with resected, early-stage non-small-cell lung cancer.

Ann Oncol. 2024-2

[3]
ctDNA response after pembrolizumab in non-small cell lung cancer: phase 2 adaptive trial results.

Nat Med. 2023-10

[4]
Association of Circulating Tumor DNA Testing Before Tissue Diagnosis With Time to Treatment Among Patients With Suspected Advanced Lung Cancer: The ACCELERATE Nonrandomized Clinical Trial.

JAMA Netw Open. 2023-7-3

[5]
Circulating tumor DNA: Response Evaluation Criteria in Solid Tumors - can we RECIST? Focus on colorectal cancer.

Ther Adv Med Oncol. 2023-4-29

[6]
Tracking early lung cancer metastatic dissemination in TRACERx using ctDNA.

Nature. 2023-4

[7]
A longitudinal circulating tumor DNA-based model associated with survival in metastatic non-small-cell lung cancer.

Nat Med. 2023-4

[8]
ctDNA-Response evaluation criteria in solid tumors - a new measure in medical oncology.

Eur J Cancer. 2023-2

[9]
Residual ctDNA after treatment predicts early relapse in patients with early-stage non-small cell lung cancer.

Ann Oncol. 2022-5

[10]
Circulating Tumor DNA Dynamics Predict Benefit from Consolidation Immunotherapy in Locally Advanced Non-Small Cell Lung Cancer.

Nat Cancer. 2020-2

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