1. Tissue-specific cell-free DNA degradation quantifies circulating tumor DNA burden
- Author
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Yu A. Guo, Polly Poon, Zhong Wee Poh, Wan Jun Lim, Iain Tan, Brenda Tay, Tira Jing Ying Tan, Anders Jacobsen Skanderup, Pui Mun Wong, Dawn Qq Chong, Danliang Ho, Sarah Ng, Si-Lin Koo, Guanhua Zhu, Yoon Sim Yap, Yi Ting Lau, Dimitrios Kleftogiannis, Anna Gan, Mei Mei Chang, and Clarinda Chua
- Subjects
0301 basic medicine ,Bioinformatics ,Colorectal cancer ,Science ,General Physics and Astronomy ,DNA Fragmentation ,Biology ,Article ,General Biochemistry, Genetics and Molecular Biology ,Deep sequencing ,Circulating Tumor DNA ,Genomic analysis ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Breast cancer ,medicine ,Sequencing ,Humans ,Multidisciplinary ,Biological techniques ,Cancer ,Promoter ,Genomics ,General Chemistry ,medicine.disease ,Tumor Burden ,Gene Expression Regulation, Neoplastic ,030104 developmental biology ,chemistry ,Cell-free fetal DNA ,Regulatory sequence ,030220 oncology & carcinogenesis ,Colonic Neoplasms ,Mutation ,Disease Progression ,Cancer research ,Genetic techniques ,Colorectal Neoplasms ,Cell-Free Nucleic Acids ,DNA - Abstract
Profiling of circulating tumor DNA (ctDNA) may offer a non-invasive approach to monitor disease progression. Here, we develop a quantitative method, exploiting local tissue-specific cell-free DNA (cfDNA) degradation patterns, that accurately estimates ctDNA burden independent of genomic aberrations. Nucleosome-dependent cfDNA degradation at promoters and first exon-intron junctions is strongly associated with differential transcriptional activity in tumors and blood. A quantitative model, based on just 6 regulatory regions, could accurately predict ctDNA levels in colorectal cancer patients. Strikingly, a model restricted to blood-specific regulatory regions could predict ctDNA levels across both colorectal and breast cancer patients. Using compact targeted sequencing (, Circulating tumour DNA (ctDNA) represents a non-invasive option to monitor cancer progression. Here, the authors perform deep sequencing of plasma cell-free DNA, and find that nucleosome-dependent cfDNA degradation at 6 specific regulatory regions is predictive of ctDNA burden.
- Published
- 2021
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