Characterization of fragment sizes, copy number aberrations and 4-mer end motifs in cell-free DNA of hepatocellular carcinoma for enhanced liquid biopsy-based cancer detection

Mol Oncol. 2021 Sep;15(9):2377-2389. doi: 10.1002/1878-0261.13041. Epub 2021 Jul 16.

Abstract

Circulating cell-free DNA (cfDNA) fragmentomics, which encompasses the measurement of cfDNA length and short nucleotide motifs at the ends of cfDNA molecules, is an emerging field for cancer diagnosis. The utilization of cfDNA fragmentomics for the diagnosis of patients with hepatocellular carcinoma (HCC) caused by hepatitis B virus (HBV) is currently limited. In this study, we utilized whole-genome sequencing data of cfDNA in samples from patients with HCC (n = 197) and HBV (n = 187) to analyze the association of fragment size selection (< 150 bp) with tumor fraction (TF), copy number variation (CNV) alterations and the change in the proportion of 4-mer end motifs in HCC and HBV samples. Our analyses identified five typical CNV markers (i.e. loss in chr1p, chr4q and chr8p, and gain in chr1q and chr8q) in cfDNA with a cumulatively positive rate of ˜ 95% in HCC samples. Size selection (< 150 bp) significantly enhanced TF and CNV signals in HCC samples. Additionally, three 4-mer end motifs (CCCA, CCTG and CCAG) were identified as preferred end motifs in HCC samples. We identified 139 end motifs significantly associated with fragment size that showed similar patterns of associations between patients with HCC and HBV, suggesting that end motifs might be inherently coupled with fragment size by a ubiquitous mechanism. Here we conclude that CNV markers, fragment size selection and end-motif pattern in cfDNA have potential for effective detection of patients with HCC.

Keywords: circulating cell-free DNA; copy number variation; end motifs; fragment sizes; hepatocellular carcinoma; tumor fraction.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers, Tumor / metabolism
  • Carcinoma, Hepatocellular / diagnosis*
  • Carcinoma, Hepatocellular / genetics
  • Carcinoma, Hepatocellular / virology
  • Cell-Free Nucleic Acids / blood*
  • Cell-Free Nucleic Acids / chemistry
  • DNA Copy Number Variations*
  • Hepacivirus / genetics
  • Hepacivirus / isolation & purification
  • Hepatitis B virus / genetics
  • Hepatitis B virus / isolation & purification
  • Humans
  • Liquid Biopsy / methods*
  • Liver Neoplasms / diagnosis*
  • Liver Neoplasms / genetics
  • Liver Neoplasms / virology
  • Whole Genome Sequencing / methods

Substances

  • Biomarkers, Tumor
  • Cell-Free Nucleic Acids