1. Combination of variations in inflammation- and endoplasmic reticulum-associated genes as putative biomarker for bevacizumab response in KRAS wild-type colorectal cancer
- Author
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Dominiek Smeets, Nicole C.T. van Grieken, Heinz-Josef Lenz, Deborah A. McNamara, Darran P. O'Connor, Sudipto Das, Shu Cao, Jochen H. M. Prehn, Orna Bacon, Annette T. Byrne, Ana Barat, Johannes Betge, Diether Lambrechts, Fotios Loupakis, Henk M.W. Verheul, Bruce Moran, Bozena Fender, Timo Gaiser, Christoph Mancao, Elaine W. Kay, Wu Zhang, Bryan T. Hennessy, Verena Murphy, William M. Gallagher, Aparna Raj Parikh, Bauke Ylstra, Nadine Schulte, Rut Klinger, Matthias P. Ebert, Chiara Cremolini, Pathology, AGEM - Re-generation and cancer of the digestive system, CCA - Imaging and biomarkers, AII - Cancer immunology, and Medical oncology
- Subjects
Oncology ,Male ,Colorectal cancer ,lcsh:Medicine ,Angiogenesis Inhibitors ,medicine.disease_cause ,Endoplasmic Reticulum ,Cohort Studies ,Machine Learning ,Tumours of the digestive tract Radboud Institute for Health Sciences [Radboudumc 14] ,0302 clinical medicine ,Epidemiology of cancer ,lcsh:Science ,0303 health sciences ,Multidisciplinary ,Tumor ,Adaptor Proteins ,Single Nucleotide ,Middle Aged ,Combined Modality Therapy ,Progression-Free Survival ,3. Good health ,Angiogenesis inhibitor ,Bevacizumab ,Outcome and Process Assessment, Health Care ,030220 oncology & carcinogenesis ,Biomarker (medicine) ,Female ,KRAS ,Colorectal Neoplasms ,medicine.drug ,Signal Transduction ,medicine.medical_specialty ,Single-nucleotide polymorphism ,NLR Proteins ,Outcome and Process Assessment ,Polymorphism, Single Nucleotide ,Article ,Proto-Oncogene Proteins p21(ras) ,03 medical and health sciences ,Cancer epidemiology ,Internal medicine ,medicine ,Biomarkers, Tumor ,Humans ,Progression-free survival ,Polymorphism ,Genetic Association Studies ,030304 developmental biology ,Adaptor Proteins, Signal Transducing ,Aged ,Inflammation ,business.industry ,lcsh:R ,Apoptosis Regulatory Proteins ,Membrane Proteins ,Signal Transducing ,medicine.disease ,Health Care ,lcsh:Q ,business ,Biomarkers - Abstract
Chemotherapy 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.
- Published
- 2020