TY - JOUR
T1 - Combination of variations in inflammation- and endoplasmic reticulum-associated genes as putative biomarker for bevacizumab response in KRAS wild-type colorectal cancer
AU - Barat, Ana
AU - Smeets, Dominiek
AU - Moran, Bruce
AU - Zhang, Wu
AU - Cao, Shu
AU - Das, Sudipto
AU - Klinger, Rut
AU - Betge, Johannes
AU - Murphy, Verena
AU - Bacon, Orna
AU - Kay, Elaine W.
AU - Van Grieken, Nicole C.T.
AU - Verheul, Henk M.W.
AU - Gaiser, Timo
AU - Schulte, Nadine
AU - Ebert, Matthias P.
AU - Fender, Bozena
AU - Hennessy, Bryan T.
AU - McNamara, Deborah A.
AU - O’Connor, Darran
AU - Gallagher, William M.
AU - Cremolini, Chiara
AU - Loupakis, Fotios
AU - Parikh, Aparna
AU - Mancao, Christoph
AU - Ylstra, Bauke
AU - Lambrechts, Diether
AU - Lenz, Heinz Josef
AU - Byrne, Annette T.
AU - Prehn, Jochen H.M.
PY - 2020/12/1
Y1 - 2020/12/1
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85086589432&partnerID=8YFLogxK
U2 - https://doi.org/10.1038/s41598-020-65869-2
DO - https://doi.org/10.1038/s41598-020-65869-2
M3 - Article
C2 - 32555399
SN - 2045-2322
VL - 10
JO - Scientific Reports
JF - Scientific Reports
IS - 1
M1 - 9778
ER -