Circulating free RNA (cfRNA) as a predictive tool for immunotherapy benefit in mismatch-repair-deficient colorectal cancer (dMMR CRC).
Abstract
219 Background: In dMMR CRC, predictive biomarkers to guide the use of anti-PD1 single-agent versus anti-PD1 plus anti-CTLA4 combination therapy are a critical unmet need. We investigated the feasibility of cfRNA as a minimally invasive approach to capture tumor- and immune-derived signals associated with benefit from PD1-based therapy in dMMR CRC. Methods: cfRNA was extracted and the average expression profile of purified platelets was proportionally extracted based on the platelet fraction estimated via deconvolution (Zaitsev et al. Cancer Cell 2022). Activity of cell-type specific and process-related signatures, previously tested on independent cfRNA samples, was measured using ssGSEA. Immunotype signatures from peripheral blood (Dyikanov et al. Cancer Cell 2024) were adapted to cfRNA data using linear regression models trained on independent paired blood cell and plasma RNA-seq data. cfRNA donor clusters generated in an independent cohort (N=439) using KMeans clustering on median-scaled scores of 87 immune and cancer signatures were applied to cfRNA data. Association with tumor response and progression-free survival (PFS) were assessed using univariate Cox models. Results: Baseline plasma from 40 dMMR CRC patients (median age 61.4years, 42.5% female, 57.5% metastatic, 30% RAS mutated) treated with PD1-based therapy (82.5% PD1 single-agent, 10% PD1 + CTLA4, and 7.5% PD1 + other) were analyzed. Overall response rate was 77.5% and mean PFS was 40.3 months. To develop a cfRNA-based therapeutic outcome predictor, we evaluated pathway and cell type-related signatures and PFS(Table). Signatures of myeloid suppression, pro-inflammatory cytokines, CD8 T cell (CTL) exhaustion, and checkpoint inhibition were associated with shorter PFS, whereas a B cell signature correlated with longer PFS. The previously identified G2 (primed) immunotype signature was enriched in responders (p-value = 0.06, ROC AUC = 0.7). An epithelial signature correlated with shorter PFS and the presence of metastasis. Finally, a cfRNA cluster enriched in CTL, B cell, and antigen presentation activity with reduced myeloid signal was associated with longer PFS. Conclusions: cfRNA profiling is feasible and captures tumor and immune-derived signals associated with immunotherapy benefit in dMMR CRC. Prospective validation in larger cohorts is warranted. Signature PFS directionality logHR (95% CI) p-value B cell Longer -2.68 (-5.33 to -0.03) 0.047 Epithelium Shorter 2.51 (0.08 to 4.93) 0.043 Stromal suppression Shorter 2.55 (0.09 to 5.02) 0.042 Checkpoint inhibition Shorter 2.80 (0.54 to 5.06) 0.015 Myeloid suppression Shorter 3.13 (0.04 to 6.21) 0.047 CTL Exhaustion signature Shorter 3.20 (0.22 to 6.18) 0.036 TNF response (Acute) Shorter 3.25 (0.03 to 6.19) 0.031 Cytotoxic cell inactivation Shorter 3.85 (0.58 to 7.12) 0.021 Pro-inflammatory cytokines Shorter 8.17 (1.47 to 14.88) 0.017
Article Details
Journal Info
Journal of Clinical Oncology
Lippincott Williams & Wilkins
Authors (20)
Michael J. Overman
Guglielmo Vetere
Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
Maria Savchenko
BostonGene Corporation, Waltham, MA
Andrei Shubin
BostonGene Corporation, Waltham, MA
Anjali Vinocha
Department of Gastrointestinal Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
Preksha Shah
The University of Texas MD Anderson Cancer Center, Houston, TX
Roman Kruglikov
BostonGene Corporation, Waltham, MA
Saikat Chowdhury
Alexey Dudakov
BostonGene Corporation, Waltham, MA
Anastasiya Yudina
BostonGene Corporation, Waltham, MA
Victoria Higbie
Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
Artem Tarasov
BostonGene Corporation, Waltham, MA
Anastasiya Tarabarova
BostonGene Corporation, Waltham, MA
S. Daniel Haldar
Aleksandr Zaitsev
BostonGene Corporation, Waltham, MA
Van K. Morris
University of Texas M.D. Anderson Cancer Center, Houston
John Paul Y.C. Shen
Department of Gastrointestinal (GI) Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
Michael Ira Goldberg
BostonGene Corporation, New Brunswick, NJ
Scott Kopetz
University of Texas M.D. Anderson Cancer Center, Houston
Alexander Bagaev