TY - JOUR
T1 - Validation of a proliferation-based expression signature as prognostic marker in early stage lung adenocarcinoma
AU - Wistuba, Ignacio I.
AU - Behrens, Carmen
AU - Lombardi, Francesca
AU - Wagner, Susanne
AU - Fujimoto, Junya
AU - Raso, M. Gabriela
AU - Spaggiari, Lorenzo
AU - Galetta, Domenico
AU - Riley, Robyn
AU - Hughes, Elisha
AU - Reid, Julia
AU - Sangale, Zaina
AU - Swisher, Steven G.
AU - Kalhor, Neda
AU - Moran, Cesar A.
AU - Gutin, Alexander
AU - Lanchbury, Jerry S.
AU - Barberis, Massimo
AU - Kim, Edward S.
PY - 2013/11/15
Y1 - 2013/11/15
N2 - Purpose: New prognostic markers to guide treatment decisions in early stage non-small cell lung cancer are necessary to improve patient outcomes. In this report, we assess the utility of a predefined mRNA expression signature of cell-cycle progression genes (CCP score) to define 5-year risk of lung cancer-related death in patients with early stage lung adenocarcinoma. Experimental Design: A CCP score was calculated from the mRNA expression levels of 31 proliferation genes in stage I and stage II tumor samples from two public microarray datasets [Director's Consortium (DC) and GSE31210]. The same gene set was tested by quantitative PCR in 381 formalin-fixed paraffin-embedded (FFPE) primary tumors. Association of the CCP score with outcome was assessed by Cox proportional hazards analysis. Results: In univariate analysis, the CCP score was a strong predictor of cancer-specific survival in both the Director's Consortium cohort (P = 0.00014; HR = 2.08;95% CI, 1.43-3.02) and GSE31210 (P = 0.0010; HR = 2.25;95% CI, 1.42-3.56). In multivariate analysis, the CCP score remained the dominant prognostic marker in the presence of clinical variables (P = 0.0022; HR = 2.02;95% CI, 1.29-3.17 in Director's Consortium, P= 0.0026; HR = 2.16;95%CI, 1.32-3.53 in GSE31210). On a quantitative PCR platform, the CCP score maintained highly significant prognostic value in FFPE-derived mRNA from clinical samples in both univariate (P = 0.00033; HR = 2.10;95% CI, 1.39-3.17) and multivariate analyses (P= 0.0071; HR = 1.92;95% CI, 1.18-3.10). Conclusions: The CCP score is a significant predictor of lung cancer death in early stage lung adenocarcinoma treated with surgery and maybe a valuable tool in selecting patients for adjuvant treatment.
AB - Purpose: New prognostic markers to guide treatment decisions in early stage non-small cell lung cancer are necessary to improve patient outcomes. In this report, we assess the utility of a predefined mRNA expression signature of cell-cycle progression genes (CCP score) to define 5-year risk of lung cancer-related death in patients with early stage lung adenocarcinoma. Experimental Design: A CCP score was calculated from the mRNA expression levels of 31 proliferation genes in stage I and stage II tumor samples from two public microarray datasets [Director's Consortium (DC) and GSE31210]. The same gene set was tested by quantitative PCR in 381 formalin-fixed paraffin-embedded (FFPE) primary tumors. Association of the CCP score with outcome was assessed by Cox proportional hazards analysis. Results: In univariate analysis, the CCP score was a strong predictor of cancer-specific survival in both the Director's Consortium cohort (P = 0.00014; HR = 2.08;95% CI, 1.43-3.02) and GSE31210 (P = 0.0010; HR = 2.25;95% CI, 1.42-3.56). In multivariate analysis, the CCP score remained the dominant prognostic marker in the presence of clinical variables (P = 0.0022; HR = 2.02;95% CI, 1.29-3.17 in Director's Consortium, P= 0.0026; HR = 2.16;95%CI, 1.32-3.53 in GSE31210). On a quantitative PCR platform, the CCP score maintained highly significant prognostic value in FFPE-derived mRNA from clinical samples in both univariate (P = 0.00033; HR = 2.10;95% CI, 1.39-3.17) and multivariate analyses (P= 0.0071; HR = 1.92;95% CI, 1.18-3.10). Conclusions: The CCP score is a significant predictor of lung cancer death in early stage lung adenocarcinoma treated with surgery and maybe a valuable tool in selecting patients for adjuvant treatment.
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U2 - 10.1158/1078-0432.CCR-13-0596
DO - 10.1158/1078-0432.CCR-13-0596
M3 - Article
C2 - 24048333
AN - SCOPUS:84888087538
SN - 1078-0432
VL - 19
SP - 6261
EP - 6271
JO - Clinical Cancer Research
JF - Clinical Cancer Research
IS - 22
ER -