Individual Patient Data Meta-Analysis of Consensus Molecular Subtypes as Biomarkers of First-Line Treatment in <i>RAS</i> Wild-Type Metastatic Colorectal Cancer

A Arndt Stahler (Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Hematology, Oncology and Cancer Immunology, Berlin, Germany) D Dominik Paul Modest S Sebastian Stintzing B Beatrice Borelli (Unit of Medical Oncology 2, Azienda Ospedaliera Universitaria Pisana, Pisa, Italy) T Theresa Keller (Charité—Universitaetsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute for Biometry and Clinical Epidemiology, Berlin, Germany) S Swantje Held (AIO-Studien-gGmbH, Berlin, Germany) L Ludwig Fischer von Weikersthal (4Gesundheitszentrum St. Marien, Amberg, Germany) L Lothar Müller (Studienzentrum UnterEms, Leer, Germany) U Ullrich Graeven T Thomas Decker (16Oncological Practice, Ravensburg, Germany) T Tobias Heintges (Department of Medicine II, Rheinland Klinikum Neuss, Lukaskrankenhaus, Neuss, Germany) C Christoph Kahl (Department of Hematology, Oncology and Palliative Care, Klinikum Magdeburg gGmbH, Magdeburg, Germany) B Beeke Hoppe (Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Hematology, Oncology and Cancer Immunology, Berlin, Germany) A Alexander Kiani (Department of Medicine IV, Klinikum Bayreuth GmbH, Bayreuth, Germany) F Florian Kaiser (8ÜBAG-MVZ Dr. Vehling-Kaiser GmbH, Landshut, Germany) I Ingo Schwaner (10Onkologische Schwerpunktpraxis Kurfürstendamm, Berlin, Germany) S Stefan Fruehauf (Dr Hancken Hospital, Stade, Germany) M Meinolf Karthaus (1MVZ Perlach, Munich, Germany) T Tanja Trarbach (Reha-Zentrum am Meer, Bad Zwischenahn, Bad Zwischenahn, Germany) F Frederick Klauschen D David Horst C Chiara Cremolini V Volker Heinemann

Abstract

PURPOSE Consensus molecular subtypes (CMSs) of metastatic colorectal cancer (mCRC) are debatable biomarkers. An individual patient data (IPD) meta-analysis was performed to test for impact on objective response rates (ORRs), progression-free survival (PFS) and overall survival (OS), and treatment interaction. METHODS IPD ( RAS wild-type [WT] tumors treated per protocol [fluorouracil/capecitabine, irinotecan/oxaliplatin, anti–vascular endothelial growth factor {VEGF}/anti–epidermal growth factor receptor {EGFR} antibodies] and with evaluable CMSs) were collected from five trials identified in PubMed, Embase, Medline, Cochrane Library, and proceedings of ASCO/European Society for Medical Oncology: FIRE1 (no identifier), FIRE3 (ClinicalTrials.gov identifier: NCT00433927 ), XELAVIRI (ClinicalTrials.gov identifier: NCT01249638 ), PanaMa (ClinicalTrials.gov identifier: NCT01991873 ), and TRIBE2 (ClinicalTrials.gov identifier: NCT02339116 ). The one-step IPD meta-analysis approach assessed data taking the clustering of patients in the studies into account (ORR: generalized estimating equations models; PFS/OS: Cox models). RESULTS Seven hundred ninety patients were included: CMS1, n = 77 (9.7%); CMS2, n = 345 (43.7%); CMS3, n = 74 (9.4%); and CMS4, n = 294 (37.2%). Between-study heterogeneity was negligible (variance &lt; 1 × 10 −6 ). Compared with CMS1, CMS2 and CMS4 tumors had numerically higher odds ratios (OR) for ORR (CMS2: OR, 1.668 [95% CI, 0.982 to 2.836]; P = .059; CMS4: OR, 1.369 [95% CI, 0.874 to 2.146]; P = .170), and longer PFS (CMS2: hazard ratios [HR], 0.64 [95% CI, 0.48 to 0.85]; P = .002; CMS4: HR, 0.67 [95% CI, 0.50 to 0.91]; P = .009) and OS (CMS2: HR, 0.59 [95% CI, 0.43 to 0.80]; P &lt; .001; CMS4: HR, 0.67 [95% CI, 0.49 to 0.92]; P = .01). The use of anti-EGFR versus anti-VEGF antibodies meaningfully improved PFS (HR, 0.67 [95% CI, 0.46 to 0.97]; P = .03) and OS (HR, 0.49 [95% CI, 0.33 to 0.72]; P &lt; .001) in CMS4 tumors and was consistently observed for CMS4 RAS / BRAF WT (HR, 0.55 [95% CI, 0.37 to 0.83]; P = .004) or microsatellite stable status (HR, 0.52 [95% CI, 0.32 to 0.86]; P = .01). The interaction test of antibody treatment with CMSs was significant for PFS ( P &lt; .001) and OS ( P &lt; .001) in all patients and for OS in patients with RAS / BRAF WT tumors ( P = .02). CONCLUSION CMS4 might be an additional biomarker of anti-EGFR treatment efficacy in RAS (and BRAF ) WT mCRC.

Article Details

Volume / Issue Vol. 44, Issue 1
Published January 01, 2026
Pages 31-41
ISSN 0732-183X
Publisher Lippincott Williams & Wilkins

Journal Info

Journal of Clinical Oncology

Lippincott Williams & Wilkins

ISSN: 0732-183X Health Sciences

Authors (23)

A

Arndt Stahler

Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Hematology, Oncology and Cancer Immunology, Berlin, Germany

D

Dominik Paul Modest

S

Sebastian Stintzing

B

Beatrice Borelli

Unit of Medical Oncology 2, Azienda Ospedaliera Universitaria Pisana, Pisa, Italy

T

Theresa Keller

Charité—Universitaetsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute for Biometry and Clinical Epidemiology, Berlin, Germany

S

Swantje Held

AIO-Studien-gGmbH, Berlin, Germany

L

Ludwig Fischer von Weikersthal

4Gesundheitszentrum St. Marien, Amberg, Germany

L

Lothar Müller

Studienzentrum UnterEms, Leer, Germany

U

Ullrich Graeven

T

Thomas Decker

16Oncological Practice, Ravensburg, Germany

T

Tobias Heintges

Department of Medicine II, Rheinland Klinikum Neuss, Lukaskrankenhaus, Neuss, Germany

C

Christoph Kahl

Department of Hematology, Oncology and Palliative Care, Klinikum Magdeburg gGmbH, Magdeburg, Germany

B

Beeke Hoppe

Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Hematology, Oncology and Cancer Immunology, Berlin, Germany

A

Alexander Kiani

Department of Medicine IV, Klinikum Bayreuth GmbH, Bayreuth, Germany

F

Florian Kaiser

8ÜBAG-MVZ Dr. Vehling-Kaiser GmbH, Landshut, Germany

I

Ingo Schwaner

10Onkologische Schwerpunktpraxis Kurfürstendamm, Berlin, Germany

S

Stefan Fruehauf

Dr Hancken Hospital, Stade, Germany

M

Meinolf Karthaus

1MVZ Perlach, Munich, Germany

T

Tanja Trarbach

Reha-Zentrum am Meer, Bad Zwischenahn, Bad Zwischenahn, Germany

F

Frederick Klauschen

D

David Horst

C

Chiara Cremolini

V

Volker Heinemann