Nature Communications (Aug 2024)

Cell-free DNA from germline TP53 mutation carriers reflect cancer-like fragmentation patterns

  • Derek Wong,
  • Maha Tageldein,
  • Ping Luo,
  • Erik Ensminger,
  • Jeffrey Bruce,
  • Leslie Oldfield,
  • Haifan Gong,
  • Nicholas William Fischer,
  • Brianne Laverty,
  • Vallijah Subasri,
  • Scott Davidson,
  • Reem Khan,
  • Anita Villani,
  • Adam Shlien,
  • Raymond H. Kim,
  • David Malkin,
  • Trevor J. Pugh

DOI
https://doi.org/10.1038/s41467-024-51529-w
Journal volume & issue
Vol. 15, no. 1
pp. 1 – 16

Abstract

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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.