Document detail
ID

doi:10.1186/s13059-023-03074-w...

Author
Pol, Ymke Moldovan, Norbert Ramaker, Jip Bootsma, Sanne Lenos, Kristiaan J. Vermeulen, Louis Sandhu, Shahneen Bahce, Idris Pegtel, D. Michiel Wong, Stephen Q. Dawson, Sarah-Jane Chandrananda, Dineika Mouliere, Florent
Langue
en
Editor

BioMed Central

Category

Life Sciences

Year

2023

listing date

10/18/2023

Keywords
cell-free dna mitochondrial dna cancer sequencing liquid biopsy detection liquid increase copy individuals dna mtdna fraction plasma cancer
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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.

Pol, Ymke,Moldovan, Norbert,Ramaker, Jip,Bootsma, Sanne,Lenos, Kristiaan J.,Vermeulen, Louis,Sandhu, Shahneen,Bahce, Idris,Pegtel, D. Michiel,Wong, Stephen Q.,Dawson, Sarah-Jane,Chandrananda, Dineika,Mouliere, Florent, 2023, The landscape of cell-free mitochondrial DNA in liquid biopsy for cancer detection, BioMed Central

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