The landscape of cell-free mitochondrial DNA in liquid biopsy for cancer detection
- Author(s)
- van der Pol, Y; Moldovan, N; Ramaker, J; Bootsma, S; Lenos, KJ; Vermeulen, L; Sandhu, S; Bahce, I; Pegtel, DM; Wong, SQ; Dawson, SJ; Chandrananda, D; Mouliere, F;
- Journal Title
- Genome Biology
- Publication Type
- Research article
- Abstract
- BACKGROUND: Existing methods to detect tumor signal in liquid biopsy have focused on the analysis of nuclear cell-free DNA (cfDNA). However, non-nuclear cfDNA and in particular mitochondrial DNA (mtDNA) has been understudied. We hypothesize that an increase in mtDNA in plasma could reflect the presence of cancer, and that leveraging cell-free mtDNA could enhance cancer detection. RESULTS: We survey 203 healthy and 664 cancer plasma samples from three collection centers covering 12 cancer types with whole genome sequencing to catalogue the plasma mtDNA fraction. The mtDNA fraction is increased in individuals with cholangiocarcinoma, colorectal, liver, pancreatic, or prostate cancer, in comparison to that in healthy individuals. We detect almost no increase of mtDNA fraction in individuals with other cancer types. The mtDNA fraction in plasma correlates with the cfDNA tumor fraction as determined by somatic mutations and/or copy number aberrations. However, the mtDNA fraction is also elevated in a fraction of patients without an apparent increase in tumor-derived cfDNA. A predictive model integrating mtDNA and copy number analysis increases the area under the curve (AUC) from 0.73 when using copy number alterations alone to an AUC of 0.81. CONCLUSIONS: The mtDNA signal retrieved by whole genome sequencing has the potential to boost the detection of cancer when combined with other tumor-derived signals in liquid biopsies.
- Publisher
- BioMed Central
- Keywords
- Male; Humans; *Cell-Free Nucleic Acids; Liquid Biopsy; Mitochondria/genetics; DNA, Mitochondrial/genetics; *Prostatic Neoplasms/genetics; Biomarkers, Tumor/genetics
- Department(s)
- Medical Oncology; Laboratory Research
- PubMed ID
- 37828498
- Publisher's Version
- https://doi.org/10.1186/s13059-023-03074-w
- Open Access at Publisher's Site
http://doi.org/10.1186/s13059-023-03074-w- Terms of Use/Rights Notice
- Refer to copyright notice on published article.
Creation Date: 2023-12-05 05:02:43
Last Modified: 2024-07-30 02:04:45