Detection of circulating tumor DNA by tumor-informed whole-genome sequencing enables prediction of recurrence in stage III colorectal cancer patients

Amanda Frydendahl, Jesper Nors, Mads H. Rasmussen, Tenna V. Henriksen, Marijana Nesic, Thomas Reinert, Danielle Afterman, Tomer Lauterman, Maja Kuzman, Santiago Gonzalez, Dunja Glavas, James Smadback, Dillon Maloney, Jurica Levativ, Michael Yahalom, Ryan Ptashkin, Iman Tavassoly, Zohar Donenhirsh, Eric White, Ravi KandasamyUry Alon, Iver Nordentoft, Sia V. Lindskrog, Lars Dyrskjøt, Claudia Jaensch, Uffe S. Løve, Per V. Andersen, Ole Thorlacius-Ussing, Lene H. Iversen, Kåre A. Gotschalck, Asaf Zviran, Boris Oklander, Claus L. Andersen*

*Corresponding author for this work

Research output: Contribution to journalJournal articleResearchpeer-review

1 Citation (Scopus)
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Abstract

Introduction
Circulating tumor (ctDNA) can be used to detect residual disease after cancer treatment. Detecting low-level ctDNA is challenging, due to the limited number of recoverable ctDNA fragments at any target loci. In response, we applied tumor-informed whole-genome sequencing (WGS), leveraging thousands of mutations for ctDNA detection.

Methods
Performance was evaluated in serial plasma samples (n = 1283) from 144 stage III colorectal cancer patients. Tumor/normal WGS was used to establish a patient-specific mutational fingerprint, which was searched for in 20x WGS plasma profiles. For reproducibility, paired aliquots of 172 plasma samples were analyzed in two independent laboratories. De novo variant calling was performed for serial plasma samples with a ctDNA level > 10 % (n = 17) to explore genomic evolution.

Results
WGS-based ctDNA detection was prognostic of recurrence: post-operation (Hazard ratio [HR] 6.75, 95 %CI 3.18–14.3, p < 0.001), post-adjuvant chemotherapy (HR 28.9, 95 %CI 10.1–82.8; p < 0.001), and during surveillance (HR 22.8, 95 %CI 13.7–37.9, p < 0.0001). The 3-year cumulative incidence of ctDNA detection in recurrence patients was 95 %. ctDNA was detected a median of 8.7 months before radiological recurrence. The independently analyzed plasma aliquots showed excellent agreement (Cohens Kappa=0.9, r = 0.99). Genomic characterization of serial plasma revealed significant evolution in mutations and copy number alterations, and the timing of mutational processes, such as 5-fluorouracil-induced mutations.

Conclusion
Our study supports the use of WGS for sensitive ctDNA detection and demonstrates that post-treatment ctDNA detection is highly prognostic of recurrence. Furthermore, plasma WGS can identify genomic differences distinguishing the primary tumor and relapsing metastasis, and monitor treatment-induced genomic changes.
Original languageEnglish
Article number114314
JournalEuropean Journal of Cancer
Volume211
Number of pages13
ISSN0959-8049
DOIs
Publication statusPublished - Nov 2024

Bibliographical note

Publisher Copyright:
© 2024 The Authors

Keywords

  • Biomarker
  • Cell-free DNA
  • CfDNA
  • Circulating tumor DNA
  • Colorectal cancer
  • CtDNA
  • Liquid biopsy
  • Recurrence detection
  • Surveillance
  • Whole-genome sequencing

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