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.
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Nanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
Deng, Leihong
Chao, Haichao
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Nanchang Univ, Affiliated Hosp 2, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
Chao, Haichao
Deng, Huanhuan
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Nanchang Univ, Med Coll, Donghu Campus,461 Bayi Dadao, Nanchang 330006, Jiangxi, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
Deng, Huanhuan
Yu, Zhaojun
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Nanchang Univ, Med Coll, Donghu Campus,461 Bayi Dadao, Nanchang 330006, Jiangxi, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
Yu, Zhaojun
Zhao, Rongsong
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Creat Biosci Guangzhou CO Ltd, Guangzhou 510530, Guangdong, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
Zhao, Rongsong
Huang, Longwu
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Creat Biosci Guangzhou CO Ltd, Guangzhou 510530, Guangdong, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
Huang, Longwu
Gong, Yun
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Creat Biosci Guangzhou CO Ltd, Guangzhou 510530, Guangdong, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
Gong, Yun
Zhu, Yueting
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Creat Biosci Guangzhou CO Ltd, Guangzhou 510530, Guangdong, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
Zhu, Yueting
Wang, Qingping
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Creat Biosci Guangzhou CO Ltd, Guangzhou 510530, Guangdong, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
Wang, Qingping
Li, Feng
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Creat Biosci Guangzhou CO Ltd, Guangzhou 510530, Guangdong, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
Li, Feng
Liu, Lirong
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Creat Biosci Guangzhou CO Ltd, Guangzhou 510530, Guangdong, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
Liu, Lirong
He, Lei
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Creat Biosci Guangzhou CO Ltd, Guangzhou 510530, Guangdong, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
He, Lei
Tang, Zhimin
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Creat Biosci Guangzhou CO Ltd, Guangzhou 510530, Guangdong, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
Tang, Zhimin
Liao, Caizhi
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Creat Biosci Guangzhou CO Ltd, Guangzhou 510530, Guangdong, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
Liao, Caizhi
Qi, Yan
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Creat Biosci Guangzhou CO Ltd, Guangzhou 510530, Guangdong, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
Qi, Yan
Wang, Xianshu
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Creat Biosci Guangzhou CO Ltd, Guangzhou 510530, Guangdong, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
Wang, Xianshu
Zeng, Tao
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Nanchang Univ, Affiliated Hosp 2, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
Zeng, Tao
Zou, Hongzhi
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Creat Biosci Guangzhou CO Ltd, Guangzhou 510530, Guangdong, Peoples R ChinaNanchang Univ, Affiliated Hosp 1, 1 Minde Rd, Nanchang 330006, Jiangxi, Peoples R China
机构:
Portuguese Oncol Inst Porto CI IPOP, Canc Biol & Epigenet Grp, Res Ctr, P-4200072 Porto, Portugal
Univ Porto ICBAS IP, Inst Biomed Sci Abel Salazar, Oncol, P-4050313 Porto, PortugalPortuguese Oncol Inst Porto CI IPOP, Canc Biol & Epigenet Grp, Res Ctr, P-4200072 Porto, Portugal
Constancio, Vera
Nunes, Sandra P.
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Portuguese Oncol Inst Porto CI IPOP, Canc Biol & Epigenet Grp, Res Ctr, P-4200072 Porto, PortugalPortuguese Oncol Inst Porto CI IPOP, Canc Biol & Epigenet Grp, Res Ctr, P-4200072 Porto, Portugal
Nunes, Sandra P.
Henrique, Rui
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Portuguese Oncol Inst Porto CI IPOP, Canc Biol & Epigenet Grp, Res Ctr, P-4200072 Porto, Portugal
Portuguese Oncol Inst Porto, Dept Pathol, P-4200072 Porto, Portugal
Univ Porto ICBAS UP, Dept Pathol & Mol Immunol, Inst Biomed Sci Abel Salazar, P-4050313 Porto, PortugalPortuguese Oncol Inst Porto CI IPOP, Canc Biol & Epigenet Grp, Res Ctr, P-4200072 Porto, Portugal
Henrique, Rui
Jeronimo, Carmen
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Portuguese Oncol Inst Porto CI IPOP, Canc Biol & Epigenet Grp, Res Ctr, P-4200072 Porto, Portugal
Univ Porto ICBAS UP, Dept Pathol & Mol Immunol, Inst Biomed Sci Abel Salazar, P-4050313 Porto, PortugalPortuguese Oncol Inst Porto CI IPOP, Canc Biol & Epigenet Grp, Res Ctr, P-4200072 Porto, Portugal