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Cell-free DNA from germline TP53 mutation carriers reflect cancer-like fragmentation patterns.
- Source :
-
Nature communications [Nat Commun] 2024 Aug 27; Vol. 15 (1), pp. 7386. Date of Electronic Publication: 2024 Aug 27. - Publication Year :
- 2024
-
Abstract
- Germline pathogenic TP53 variants predispose individuals to a high lifetime risk of developing multiple cancers and are the hallmark feature of Li-Fraumeni syndrome (LFS). Our group has previously shown that LFS patients harbor shorter plasma cell-free DNA fragmentation; independent of cancer status. To understand the functional underpinning of cfDNA fragmentation in LFS, we conducted a fragmentomic analysis of 199 cfDNA samples from 82 TP53 mutation carriers and 30 healthy TP53-wildtype controls. We find that LFS individuals exhibit an increased prevalence of A/T nucleotides at fragment ends, dysregulated nucleosome positioning at p53 binding sites, and loci-specific changes in chromatin accessibility at development-associated transcription factor binding sites and at cancer-associated open chromatin regions. Machine learning classification resulted in robust differentiation between TP53 mutant versus wildtype cfDNA samples (AUC-ROC = 0.710-1.000) and intra-patient longitudinal analysis of ctDNA fragmentation signal enabled early cancer detection. These results suggest that cfDNA fragmentation may be a useful diagnostic tool in LFS patients and provides an important baseline for cancer early detection.<br /> (© 2024. The Author(s).)
- Subjects :
- Humans
Male
Female
Adult
Young Adult
Middle Aged
Circulating Tumor DNA genetics
Circulating Tumor DNA blood
Adolescent
Neoplasms genetics
Neoplasms pathology
Chromatin genetics
Chromatin metabolism
Machine Learning
Heterozygote
Child
Nucleosomes metabolism
Nucleosomes genetics
Early Detection of Cancer
Tumor Suppressor Protein p53 genetics
Germ-Line Mutation
Li-Fraumeni Syndrome genetics
Cell-Free Nucleic Acids genetics
Cell-Free Nucleic Acids blood
DNA Fragmentation
Subjects
Details
- Language :
- English
- ISSN :
- 2041-1723
- Volume :
- 15
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Nature communications
- Publication Type :
- Academic Journal
- Accession number :
- 39191772
- Full Text :
- https://doi.org/10.1038/s41467-024-51529-w