Combination of variations in inflammation- and endoplasmic reticulum-associated genes as putative biomarker for bevacizumab response in KRAS wild-type colorectal cancer

Author:

Barat Ana,Smeets Dominiek,Moran BruceORCID,Zhang Wu,Cao Shu,Das Sudipto,Klinger Rut,Betge JohannesORCID,Murphy VerenaORCID,Bacon Orna,Kay Elaine W.,Van Grieken Nicole C. T.ORCID,Verheul Henk M. W.,Gaiser Timo,Schulte Nadine,Ebert Matthias P.,Fender Bozena,Hennessy Bryan T.,McNamara Deborah A.,O’Connor Darran,Gallagher William M.,Cremolini Chiara,Loupakis Fotios,Parikh Aparna,Mancao Christoph,Ylstra BaukeORCID,Lambrechts Diether,Lenz Heinz-JosefORCID,Byrne Annette T.,Prehn Jochen H. M.

Abstract

AbstractChemotherapy combined with the angiogenesis inhibitor bevacizumab (BVZ) is approved as a first-line treatment in metastatic colorectal cancer (mCRC). Limited clinical benefit underpins the need for improved understanding of resistance mechanisms and the elucidation of novel predictive biomarkers. We assessed germline single-nucleotide polymorphisms (SNPs) in 180 mCRC patients (Angiopredict [APD] cohort) treated with combined BVZ + chemotherapy and investigated previously reported predictive SNPs. We further employed a machine learning approach to identify novel associations. In the APD cohort IL8 rs4073 any A carriers, compared to TT carriers, were associated with worse progression-free survival (PFS) (HR = 1.51, 95% CI:1.03–2.22, p-value = 0.037) and TBK1 rs7486100 TT carriers, compared to any A carriers, were associated with worse PFS in KRAS wild-type (wt) patients (HR = 1.94, 95% CI:1.04–3.61, p-value = 0.037), replicating previous findings. Machine learning identified novel associations in genes encoding the inflammasome protein NLRP1 and the ER protein Sarcalumenin (SRL). A negative association between PFS and carriers of any A at NLRP1 rs12150220 and AA for SRL rs13334970 in APD KRAS wild-type patients (HR = 4.44, 95% CI:1.23–16.13, p-value = 0.005), which validated in two independent clinical cohorts involving BVZ, MAVERICC and TRIBE. Our findings highlight a key role for inflammation and ER signalling underpinning BVZ + chemotherapy responsiveness.

Funder

EC | EC Seventh Framework Programm | FP7 Health

Science Foundation Ireland

Publisher

Springer Science and Business Media LLC

Subject

Multidisciplinary

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