Combination of variations in inflammation- and endoplasmic reticulum-associated genes as putative biomarker for bevacizumab response in KRAS wild-type colorectal cancer
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...
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Veröffentlicht in: | Scientific reports 2020-06, Vol.10 (1), p.9778-9778, Article 9778 |
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Sprache: | eng |
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Zusammenfassung: | 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. |
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ISSN: | 2045-2322 2045-2322 |
DOI: | 10.1038/s41598-020-65869-2 |