ORIGINAL RESEARCH article
Front. Oncol.
Sec. Surgical Oncology
Ultra-Sensitive Detection of Mutant KRAS in Circulating Tumor DNA Predicts Survival in Resectable Pancreatic Adenocarcinoma
Provisionally accepted- 1Department of Surgery, Division of Surgical Oncology, Northwestern University Feinberg School of Medicine, Chicago, United States
- 2Department of Surgery, Division of Surgical Oncology, Northwestern Medicine, Chicago, United States
- 3Northwestern University Feinberg School of Medicine, Chicago, United States
- 4Department of Medicine, Division of Hematology Oncology, Northwestern University Feinberg School of Medicine, Chicago, United States
- 5Robert H Lurie Comprehensive Cancer Center of Northwestern University, Chicago, United States
- 6Predicine Inc., Hayward, United States
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Introduction: Over 90% of pancreatic adenocarcinoma (PDAC) has a KRAS mutation, 98% of which are single-base missense variants occurring at codon 12 (G12), codon 13 (G13), or codon 61 (Q61), with numerous studies demonstrating their clinical utility. Mutant KRAS has been detected in circulating tumor DNA (ctDNA) at all stages of PDAC using analysis methods such as next-generation sequencing (NGS). This study aimed to investigate the prognostic potential of KRAS G12, G13, and Q61 mutations present in circulating tumor DNA (ctDNA) prior to treatment initiation in localized PDAC using both standard depth (20,000x) and ultra-deep (>100,000) sequencing. Methods: Plasma samples were collected from 45 patients with non-metastatic PDAC prior to treatment start. Baseline ctDNA was analyzed for KRAS G12/G13/Q61 mutations using the PredicineCARE liquid biopsy assay (20,000x sequencing depth) and the PredicineCare ULTRA assay (>100,000x sequencing depth), providing full KRAS gene coverage. Results: Standard depth sequencing identified pathogenic KRAS mutations (G12/G13/Q61) in 11 patients. Ultra-deep sequencing demonstrated a 46% increase in detection, identifying mutant KRAS in these same 11 patients and an additional 7 patients deemed mutation-negative by standard assay. Presence of any KRAS mutation at baseline by standard sequencing was not significantly associated with overall survival (OS) (HR 2.57, 95% CI 0.94-7.04). However, detection of any KRAS mutation by ultra-deep sequencing in baseline ctDNA was significantly predictive of worse OS (HR 3.13, 95% CI 1.18-8.29). In both univariate and multivariate analysis, detection of mutant KRAS G12, Q61, or G13 in baseline ctDNA by whole-genome sequencing was superiorly predictive of worse OS over pre-therapy serum CA 19-9. Conclusion: Ultra-deep sequencing demonstrates robust detection of pertinent KRAS mutations that support improved prognostic stratification for patients with localized PDAC, demonstrating the potential value of advanced liquid biopsy technology to tailor treatment decisions and improve patient outcomes.
Keywords: biomarker, circulating tumor DNA, KRAS, Neoadjuvant chemotherapy, next generation sequencing, Pancreatic Cancer, Ultra-deep sequencing
Received: 01 Jul 2025; Accepted: 23 Dec 2025.
Copyright: © 2025 Cox, Wells, Vitello, Masnyk, Janczewski, Rengaraju, Peng, Abad, Zhang, Jia, Du and Chawla. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence:
Madison Cox
Shidong Jia
Pan Du
Akhil Chawla
Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.
