Combining variant detection and fragment length analysis improves detection of minimal residual disease in postsurgery circulating tumour DNA of stage II-IIIA NSCLC patients.


Journal

Molecular oncology
ISSN: 1878-0261
Titre abrégé: Mol Oncol
Pays: United States
ID NLM: 101308230

Informations de publication

Date de publication:
07 2022
Historique:
revised: 19 05 2022
received: 06 10 2021
accepted: 07 06 2022
pubmed: 9 6 2022
medline: 23 7 2022
entrez: 8 6 2022
Statut: ppublish

Résumé

Stage II-IIIA nonsmall cell lung cancer (NSCLC) patients receive adjuvant chemotherapy after surgery as standard-of-care treatment, even though only approximately 5.8% of patients will benefit. Identifying patients with minimal residual disease (MRD) after surgery using tissue-informed testing of postoperative plasma circulating cell-free tumour DNA (ctDNA) may allow adjuvant therapy to be withheld from patients without MRD. However, the detection of MRD in the postoperative setting is challenging, and more sensitive methods are urgently needed. We developed a method that combines variant calling and a novel ctDNA fragment length analysis using hybrid capture sequencing data. Among 36 stage II-IIIA NSCLC patients, this method distinguished patients with and without recurrence of disease in a 20 times repeated 10-fold cross validation with 75% accuracy (P = 0.0029). In contrast, using only variant calling or only fragment length analysis, no signification distinction between patients was shown (P = 0.24 and P = 0.074 respectively). In addition, a variant-level fragmentation score was developed that was able to classify variants detected in plasma cfDNA into tumour-derived or white-blood-cell-derived variants with 84% accuracy. The findings in this study may help drive the integration of various types of information from the same data, eventually leading to cheaper and more sensitive techniques to be used in this challenging clinical setting.

Identifiants

pubmed: 35674097
doi: 10.1002/1878-0261.13267
pmc: PMC9297781
doi:

Substances chimiques

Biomarkers, Tumor 0
Cell-Free Nucleic Acids 0
Circulating Tumor DNA 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

2719-2732

Informations de copyright

© 2022 The Authors. Molecular Oncology published by John Wiley & Sons Ltd on behalf of Federation of European Biochemical Societies.

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Auteurs

Daan C L Vessies (DCL)

Department of Laboratory Medicine, Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands.

Milou M F Schuurbiers (MMF)

Department of Pulmonology, Radboud University Medical Center, Nijmegen, The Netherlands.

Vincent van der Noort (V)

Biometrics Department, Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands.

Irene Schouten (I)

Department of Thoracic Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands.

Theodora C Linders (TC)

Department of Laboratory Medicine, Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands.

Mirthe Lanfermeijer (M)

Department of Laboratory Medicine, Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands.

Kalpana L Ramkisoensing (KL)

Department of Laboratory Medicine, Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands.

Koen J Hartemink (KJ)

Department of Surgery, Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands.

Kim Monkhorst (K)

Department of Pathology, Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands.

Michel M van den Heuvel (MM)

Department of Pulmonology, Radboud University Medical Center, Nijmegen, The Netherlands.

Daan van den Broek (D)

Department of Laboratory Medicine, Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands.

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