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

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

Journal

European journal of cancer (Oxford, England : 1990)
ISSN: 1879-0852
Titre abrégé: Eur J Cancer
Pays: England
ID NLM: 9005373

Informations de publication

Date de publication:
11 Sep 2024
Historique:
received: 22 03 2024
revised: 22 08 2024
accepted: 02 09 2024
medline: 25 9 2024
pubmed: 25 9 2024
entrez: 24 9 2024
Statut: aheadofprint

Résumé

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. 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. 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. 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.

Identifiants

pubmed: 39316995
pii: S0959-8049(24)00970-5
doi: 10.1016/j.ejca.2024.114314
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

114314

Informations de copyright

Copyright © 2024 The Authors. Published by Elsevier Ltd.. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of Competing Interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests. CLA reports collaborations with C2i Genomics and Natera. AZ, BO, RV, TL, and DM report stock options at C2i Genomics. AZ is the co-founder and a member of the board of directors of C2i Genomics. BO is the co-founder and CTO of C2i Genomics. SG, MK, JL, DG, RP, JS, DA, TL, YC, ZD, IT, and UA are employees of C2i Genomics. The opinions, results, and conclusions reported in this article are those of the authors and are independent of any competing interests. LD has sponsored research agreements with C2i Genomics, Natera, AstraZeneca, Photocure, and Ferring and has an advisory/consulting role at Ferring, MSD and UroGen. LD has received speaker honoraria from AstraZeneca, Pfizer and Roche and received travel support from MSD. LD is a board member at BioXpedia.

Auteurs

Amanda Frydendahl (A)

Department of Molecular Medicine, Aarhus University Hospital, Denmark; Department of Clinical Medicine, Aarhus University, Denmark.

Jesper Nors (J)

Department of Molecular Medicine, Aarhus University Hospital, Denmark; Department of Clinical Medicine, Aarhus University, Denmark.

Mads H Rasmussen (MH)

Department of Molecular Medicine, Aarhus University Hospital, Denmark; Department of Clinical Medicine, Aarhus University, Denmark.

Tenna V Henriksen (TV)

Department of Molecular Medicine, Aarhus University Hospital, Denmark; Department of Clinical Medicine, Aarhus University, Denmark.

Marijana Nesic (M)

Department of Molecular Medicine, Aarhus University Hospital, Denmark; Department of Clinical Medicine, Aarhus University, Denmark.

Thomas Reinert (T)

Department of Molecular Medicine, Aarhus University Hospital, Denmark; Department of Clinical Medicine, Aarhus University, Denmark.

Danielle Afterman (D)

C2i Genomics, Ltd., Haifa, Israel.

Tomer Lauterman (T)

C2i Genomics, Ltd., Haifa, Israel.

Maja Kuzman (M)

C2i Genomics Inc., New York, NY 10014, USA.

Santiago Gonzalez (S)

C2i Genomics Inc., New York, NY 10014, USA.

Dunja Glavas (D)

C2i Genomics Inc., New York, NY 10014, USA.

James Smadback (J)

C2i Genomics Inc., New York, NY 10014, USA.

Dillon Maloney (D)

C2i Genomics Inc., New York, NY 10014, USA.

Jurica Levativ (J)

C2i Genomics Inc., New York, NY 10014, USA.

Michael Yahalom (M)

C2i Genomics Inc., New York, NY 10014, USA.

Ryan Ptashkin (R)

C2i Genomics Inc., New York, NY 10014, USA.

Iman Tavassoly (I)

C2i Genomics Inc., New York, NY 10014, USA.

Zohar Donenhirsh (Z)

C2i Genomics, Ltd., Haifa, Israel.

Eric White (E)

C2i Genomics Inc., New York, NY 10014, USA.

Ravi Kandasamy (R)

C2i Genomics Inc., New York, NY 10014, USA.

Ury Alon (U)

C2i Genomics, Ltd., Haifa, Israel.

Iver Nordentoft (I)

Department of Molecular Medicine, Aarhus University Hospital, Denmark; Department of Clinical Medicine, Aarhus University, Denmark.

Sia V Lindskrog (SV)

Department of Molecular Medicine, Aarhus University Hospital, Denmark; Department of Clinical Medicine, Aarhus University, Denmark.

Lars Dyrskjøt (L)

Department of Molecular Medicine, Aarhus University Hospital, Denmark; Department of Clinical Medicine, Aarhus University, Denmark.

Claudia Jaensch (C)

Department of Surgery, Herning Regional Hospital, Denmark.

Uffe S Løve (US)

Department of Surgery, Viborg Regional Hospital, Denmark.

Per V Andersen (PV)

Department of Surgery, Odense University Hospital, Denmark.

Ole Thorlacius-Ussing (O)

Department of Surgical Gastroenterology, Aalborg University Hospital, Denmark.

Lene H Iversen (LH)

Department of Clinical Medicine, Aarhus University, Denmark; Department of Surgery, Aarhus University Hospital, Denmark.

Kåre A Gotschalck (KA)

Department of Clinical Medicine, Aarhus University, Denmark; Department of Surgery, Randers Regional Hospital, Denmark.

Asaf Zviran (A)

C2i Genomics Inc., New York, NY 10014, USA.

Boris Oklander (B)

C2i Genomics, Ltd., Haifa, Israel.

Claus L Andersen (CL)

Department of Molecular Medicine, Aarhus University Hospital, Denmark; Department of Clinical Medicine, Aarhus University, Denmark. Electronic address: cla@clin.au.dk.

Classifications MeSH