Plasma shallow whole-genome sequencing profiling in patients with <i> RAS <sup>WT</sup> </i> metastatic colorectal cancer (mCRC) undergoing first-line anti-EGFR therapy.

214 Background: Acquired resistance (AR) to first-line (1L) chemotherapy (CT) + anti-EGFR inhibitors is a major challenge in the management of RAS WT mCRC patients (pts). While AR in later lines has been explained with point mutations in the EGFR pathway, its real mechanisms in 1L remain poorly understood. Tumor molecular biology can be dynamically studied through circulating tumor DNA (ctDNA) analysis, a real-time, non-invasive approach to detect AR. In this context, we conducted the multicenter prospective PLATFORM-B study, which enrolled 100 RAS WT mCRC pts receiving 1L CT + cetuximab across 15 Spanish Medical Oncology Departments, alongside 30 RAS MUT pts (control) treated with 1L CT + bevacizumab. Peripheral blood samples have been collected at baseline (BL), week 8, and disease progression (PD). Next-generation sequencing analysis (Ion S5 system) of ctDNA at PD revealed AR mutations in only 10% of pts, suggesting that alterations in the EGFR pathway may only partially explain AR in 1L. Therefore, we conducted shallow whole-genome sequencing (shWGS) to further characterize genomic profiles possibly related with novel mechanisms of AR. Methods: Baseline and PD samples with sufficient remaining plasma were considered for this analysis. shWGS was performed with a coverage ranging 0.5X to 2.0X and analyzed using ichorCNA pipeline to evaluate various genomic characteristics such as copy number alterations (CNA), tumor fraction (TF), subclonal fraction (SF), and ploidy. Molecular results were correlated to clinical-pathological features and outcomes. Results: Overall, 35 mCRC pts (27 RAS WT and 8 RAS MUT ) were included in the study. At BL ( N = 26), median TF (mTF) was 0.19, median ploidy 2, median SC fraction 0.5, median SC genome fraction 0.21, and median subclonal CNA fraction 0.41. At PD ( N = 33), mTF was 0.08, median ploidy 2, median SC fraction 0.5, median SC genome fraction 0.17, and median subclonal CNA fraction 0.38. Of all the features analyzed, only the TF showed potential prognostic value. At BL, pts with TF levels above the median had poorer overall survival (OS) compared to those with lower levels, approaching statistical significance ( P = .055). At PD, higher TF levels were statistically significantly associated with worse OS ( P = .02). No meaningful differences between the RAS WT and RAS MUT groups were observed. Specific variations in CNA, TF, SF, or ploidy under treatment are being correlated to clinical data to seek for predictive value. Conclusions: This preliminary analysis of the PLATFORM-B using shWGS showed the prognostic value of TF. Further analyses are undergoing to better understand the molecular landscape of acquired resistance to 1L anti-EGFR-based therapy in RAS WT mCRC pts.

Authors

Institutions

Publication Details

Journal
Journal of Clinical Oncology
Published
2025-01-27
DOI
https://doi.org/10.1200/jco.2025.43.4_suppl.214
Primary Topic
Cancer Genomics and Diagnostics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Plasma shallow whole-genome sequencing profiling in patients with RAS WT metastatic colorectal cancer (mCRC) undergoing first-line anti-EGFR therapy.

Clara Montagut, M.A. Gomez España, Josep M. Tabernero, Joan Gibert et al.
Journal of Clinical Oncology
Cancer Genomics and Diagnostics
article

Plasma shallow whole-genome sequencing profiling in patients with RAS WT metastatic colorectal cancer (mCRC) undergoing first-line anti-EGFR therapy.

Clara Montagut, M.A. Gomez España, Josep M. Tabernero, Joan Gibert, J. Vidal Barrull, Élena Elez, Ana Moreno‐Alcázar, Ramón Salazar, Rodrigo Almeida Toledo, Valentino Martelli, David Páez, Vicente Alonso, Cristina Santos, Beatríz Bellosillo, Enrique Aranda, Pilar García‐Alfonso, Concepción Fernández‐Rodríguez, Gema Durán, Aya Louhamane, Jenniffer Linares-Aceituno
article en

Abstract

214 Background: Acquired resistance (AR) to first-line (1L) chemotherapy (CT) + anti-EGFR inhibitors is a major challenge in the management of RAS WT mCRC patients (pts). While AR in later lines has been explained with point mutations in the EGFR pathway, its real mechanisms in 1L remain poorly understood. Tumor molecular biology can be dynamically studied through circulating tumor DNA (ctDNA) analysis, a real-time, non-invasive approach to detect AR. In this context, we conducted the multicenter prospective PLATFORM-B study, which enrolled 100 RAS WT mCRC pts receiving 1L CT + cetuximab across 15 Spanish Medical Oncology Departments, alongside 30 RAS MUT pts (control) treated with 1L CT + bevacizumab. Peripheral blood samples have been collected at baseline (BL), week 8, and disease progression (PD). Next-generation sequencing analysis (Ion S5 system) of ctDNA at PD revealed AR mutations in only 10% of pts, suggesting that alterations in the EGFR pathway may only partially explain AR in 1L. Therefore, we conducted shallow whole-genome sequencing (shWGS) to further characterize genomic profiles possibly related with novel mechanisms of AR. Methods: Baseline and PD samples with sufficient remaining plasma were considered for this analysis. shWGS was performed with a coverage ranging 0.5X to 2.0X and analyzed using ichorCNA pipeline to evaluate various genomic characteristics such as copy number alterations (CNA), tumor fraction (TF), subclonal fraction (SF), and ploidy. Molecular results were correlated to clinical-pathological features and outcomes. Results: Overall, 35 mCRC pts (27 RAS WT and 8 RAS MUT ) were included in the study. At BL ( N = 26), median TF (mTF) was 0.19, median ploidy 2, median SC fraction 0.5, median SC genome fraction 0.21, and median subclonal CNA fraction 0.41. At PD ( N = 33), mTF was 0.08, median ploidy 2, median SC fraction 0.5, median SC genome fraction 0.17, and median subclonal CNA fraction 0.38. Of all the features analyzed, only the TF showed potential prognostic value. At BL, pts with TF levels above the median had poorer overall survival (OS) compared to those with lower levels, approaching statistical significance ( P = .055). At PD, higher TF levels were statistically significantly associated with worse OS ( P = .02). No meaningful differences between the RAS WT and RAS MUT groups were observed. Specific variations in CNA, TF, SF, or ploidy under treatment are being correlated to clinical data to seek for predictive value. Conclusions: This preliminary analysis of the PLATFORM-B using shWGS showed the prognostic value of TF. Further analyses are undergoing to better understand the molecular landscape of acquired resistance to 1L anti-EGFR-based therapy in RAS WT mCRC pts.

Journal of Clinical OncologyVol. 43(4_suppl)
Hospital de Sant Pau (ES), Hospital General Universitario Gregorio Marañón (ES), Institut d'Investigació Biomédica de Bellvitge (ES), Instituto Maimónides de Investigación Biomédica de Córdoba (ES), Institut Català d'Oncologia (ES), Centre for Biomedical Network Research on Rare Diseases (ES), Hospital Universitario Miguel Servet (ES), Vall d'Hebron Hospital Universitari (ES), Hospital Del Mar (ES), Instituto de Investigación Sanitaria Aragón (ES), Hospital Clínico Universitario Virgen de la Victoria (ES), Centro de Investigación Biomédica en Red de Cáncer (ES), University of Córdoba (ES)
Openalex Percentile: Top 99%
Cancer Genomics and Diagnostics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.