Circulating microRNA profiling in patients with advanced non-squamous NSCLC receiving bevacizumab/erlotinib followed by platinum-based chemotherapy at progression (SAKK 19/05)
Markus Joerger, Florent Baty, Martin Früh, C Droege, R A Stahel, D C Betticher, R Von Moos, A Ochsenbein, M Pless, O Gautschi, S Rothschild, P Brauchli, D Klingbiel, F Zappa & Martin Brutsche
abstract
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OBJECTIVES
Molecular subclassification of non small-cell lung cancer (NSCLC) is
essential to improve clinical outcome. This study assessed the
prognostic and predictive value of circulating micro-RNA (miRNA) in
patients with non-squamous NSCLC enrolled in the phase II SAKK
(Swiss Group for Clinical Cancer Research) trial 19/05, receiving
uniform treatment with first-line bevacizumab and erlotinib followed
by platinum-based chemotherapy at progression.
MATERIALS AND METHODS
Fifty patients with baseline and 24 h blood samples were included
from SAKK 19/05. The primary study endpoint was to identify
prognostic (overall survival, OS) miRNA's. Patient samples were
analyzed with Agilent human miRNA 8x60K microarrays, each glass
slide formatted with eight high-definition 60K arrays. Each array
contained 40 probes targeting each of the 1347 miRNA. Data
preprocessing included quantile normalization using robust
multi-array average (RMA) algorithm. Prognostic and predictive miRNA
expression profiles were identified by Spearman's rank correlation
test (percentage tumor shrinkage) or log-rank testing (for
time-to-event endpoints).
RESULTS
Data preprocessing kept 49 patients and 424 miRNA for further
analysis. Ten miRNA's were significantly associated with OS, with
hsa-miR-29a being the strongest prognostic marker (HR=6.44, 95%-CI
2.39-17.33). Patients with high has-miR-29a expression had a
significantly lower survival at 10 months compared to patients with
a low expression (54% versus 83%). Six out of the 10 miRNA's
(hsa-miRN-29a, hsa-miR-542-5p, hsa-miR-502-3p, hsa-miR-376a,
hsa-miR-500a, hsa-miR-424) were insensitive to perturbations
according to jackknife cross-validation on their HR for OS. The
respective principal component analysis (PCA) defined a meta-miRNA
signature including the same 6 miRNA's, resulting in a HR of 0.66
(95%-CI 0.53-0.82).
CONCLUSION
Cell-free circulating miRNA-profiling successfully identified a
highly prognostic 6-gene signature in patients with advanced
non-squamous NSCLC. Circulating miRNA profiling should further be
validated in external cohorts for the selection and monitoring of
systemic treatment in patients with advanced NSCLC.
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citation
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Joerger M, Baty F, Früh M, Droege C, Stahel R A, Betticher D C, Von
Moos R, Ochsenbein A, Pless M, Gautschi O, Rothschild S, Brauchli P,
Klingbiel D, Zappa F, Brutsche M. Circulating microRNA profiling in
patients with advanced non-squamous NSCLC receiving
bevacizumab/erlotinib followed by platinum-based chemotherapy at
progression (SAKK 19/05). Lung Cancer 2014; 85:306-13.
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type
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journal paper/review (English)
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date of publishing
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29-05-2014
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journal title
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Lung Cancer (85/2)
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ISSN electronic
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1872-8332
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pages
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306-13
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PubMed
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24928469
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DOI
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10.1016/j.lungcan.2014.04.014
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