Multiplex digital profiling of DNA methylation heterogeneity for sensitive and cost-effective cancer detection in low-volume liquid biopsies

被引:0
|
作者
Zhao, Yang [1 ]
O'Keefe, Christine M. [1 ]
Hu, Jiumei [2 ]
Allan, Conor M. [2 ]
Cui, Weiwen [1 ]
Lei, Hanran [1 ]
Chiu, Allyson [1 ]
Hsieh, Kuangwen [2 ]
Joyce, Sonali C. [3 ]
Herman, James G. [3 ]
Pisanic, Thomas R. [4 ,5 ]
Wang, Tza-Huei [1 ,2 ,4 ,5 ]
机构
[1] Johns Hopkins Univ, Dept Biomed Engn, Baltimore, MD 21218 USA
[2] Johns Hopkins Univ, Dept Mech Engn, Baltimore, MD 21218 USA
[3] Univ Pittsburgh, Med Ctr, Dept Med, Div Hematol & Oncol, Pittsburgh, PA 15261 USA
[4] Johns Hopkins Univ, Johns Hopkins Inst NanoBioTechnol, Baltimore, MD 21218 USA
[5] Sidney Kimmel Comprehens Canc Ctr Johns Hopkins, Dept Oncol, Baltimore, MD 21287 USA
来源
SCIENCE ADVANCES | 2024年 / 10卷 / 47期
基金
美国国家卫生研究院;
关键词
CELL LUNG-CANCER; EPIGENETIC DRIFT; QUANTIFICATION; PCR; HYPERMETHYLATION;
D O I
10.1126/sciadv.adp1704
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Molecular alterations in cancerous tissues exhibit intercellular genetic and epigenetic heterogeneity, complicating the performance of diagnostic assays, particularly for early cancer detection. Conventional liquid biopsy methods have limited sensitivity and/or ability to assess epigenetic heterogeneity of rare epiallelic variants cost-effectively. We report an approach, named REM-DREAMing (Ratiometric-Encoded Multiplex Discrimination of Rare EpiAlleles by Melt), which leverages a digital microfluidic platform that incorporates a ratiometric fluorescence multiplex detection scheme and precise digital high-resolution melt analysis to enable low-cost, parallelized analysis of heterogeneous methylation patterns on a molecule-by-molecule basis for the detection of cancer in liquid biopsies. We applied the platform to simultaneously assess intermolecular epigenetic heterogeneity in five methylation biomarkers for improved, blood-based screening for early-stage non-small cell lung cancer. In a cohort of 48 low-volume liquid biopsy specimens from patients with indeterminant pulmonary nodules, we show that assessment of intermolecular methylation density distributions can notably improve the performance of multigene methylation biomarker panels for the early detection of cancer.
引用
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页数:13
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