Validation of a Proliferation-Based Expression Signature as Prognostic Marker in Early Stage Lung Adenocarcinoma

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 may be a valuable tool in selecting patients for adjuvant treatment. Clin Cancer Res; 19(22); 6261–71. ©2013 AACR.

[1]  J. Coselli,et al.  Video-assisted thoracoscopic lobectomy is associated with better perioperative outcomes than open lobectomy in a veteran population. , 2012, American journal of surgery.

[2]  S. K. Van Den Eeden,et al.  A prognostic assay to identify patients at high risk of mortality despite small, node-negative lung tumors. , 2012, JAMA.

[3]  Eun Sung Park,et al.  Development and Validation of a Prognostic Gene-Expression Signature for Lung Adenocarcinoma , 2012, PloS one.

[4]  Hongxu Liu,et al.  Video-assisted thoracoscopic surgery versus open lobectomy for stage I lung cancer: A meta-analysis of long-term outcomes. , 2012, Experimental and therapeutic medicine.

[5]  Biao He,et al.  A practical molecular assay to predict survival in resected non-squamous, non-small-cell lung cancer: development and international validation studies , 2012, The Lancet.

[6]  J. Cuzick,et al.  Prognostic value of a cell cycle progression signature for prostate cancer death in a conservatively managed needle biopsy cohort , 2012, British Journal of Cancer.

[7]  M. L. R. D. Christenson,et al.  Reduced Lung-Cancer Mortality with Low-Dose Computed Tomographic Screening , 2012 .

[8]  Satoru Miyano,et al.  Identification of genes upregulated in ALK-positive and EGFR/KRAS/ALK-negative lung adenocarcinomas. , 2012, Cancer research.

[9]  C. Gatsonis,et al.  Reduced Lung-Cancer Mortality with Low-Dose Computed Tomographic Screening , 2012 .

[10]  J. Cuzick,et al.  Prognostic value of an RNA expression signature derived from cell cycle proliferation genes in patients with prostate cancer: a retrospective study. , 2011, The Lancet. Oncology.

[11]  John D. Minna,et al.  A Five-Gene and Corresponding Protein Signature for Stage-I Lung Adenocarcinoma Prognosis , 2010, Clinical Cancer Research.

[12]  E. Felip,et al.  Early stage and locally advanced (non-metastatic) non-small-cell lung cancer: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. , 2010, Annals of oncology : official journal of the European Society for Medical Oncology.

[13]  B. Meyers,et al.  Video-assisted thoracic surgery versus open lobectomy for lung cancer: a secondary analysis of data from the American College of Surgeons Oncology Group Z0030 randomized clinical trial. , 2010, The Journal of thoracic and cardiovascular surgery.

[14]  J. Wisell,et al.  Meta-analysis of gene expression profiles in breast cancer: toward a unified understanding of breast cancer subtyping and prognosis signatures , 2010 .

[15]  Richard Simon,et al.  Gene expression-based prognostic signatures in lung cancer: ready for clinical use? , 2010, Journal of the National Cancer Institute.

[16]  John J. Crowley,et al.  国际肺癌研究会分期项目——采用外科治疗的非小细胞肺癌的预后因素和病理TNM分期 , 2010, Zhongguo fei ai za zhi = Chinese journal of lung cancer.

[17]  David M Jablons,et al.  Genomic prognostic models in early-stage lung cancer. , 2009, Clinical lung cancer.

[18]  T. Niki,et al.  Subepithelial myofibroblast in lung adenocarcinoma: a histological indicator of excellent prognosis , 2009, Modern Pathology.

[19]  P Lambin,et al.  Robust prognostic value of a knowledge-based proliferation signature across large patient microarray studies spanning different cancer types , 2008, British Journal of Cancer.

[20]  David J Sugarbaker,et al.  Adjuvant paclitaxel plus carboplatin compared with observation in stage IB non-small-cell lung cancer: CALGB 9633 with the Cancer and Leukemia Group B, Radiation Therapy Oncology Group, and North Central Cancer Treatment Group Study Groups. , 2008, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[21]  Igor Jurisica,et al.  Gene expression–based survival prediction in lung adenocarcinoma: a multi-site, blinded validation study , 2008, Nature Medicine.

[22]  Richard J Stephens,et al.  Lung adjuvant cisplatin evaluation: a pooled analysis by the LACE Collaborative Group. , 2008, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[23]  J. Mosley,et al.  Cell cycle correlated genes dictate the prognostic power of breast cancer gene lists , 2008, BMC Medical Genomics.

[24]  C. Sotiriou,et al.  Meta-analysis of gene expression profiles in breast cancer: toward a unified understanding of breast cancer subtyping and prognosis signatures , 2007, Breast Cancer Research.

[25]  M. Kris,et al.  Cancer Care Ontario and American Society of Clinical Oncology adjuvant chemotherapy and adjuvant radiation therapy for stages I-IIIA resectable non small-cell lung cancer guideline. , 2007, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[26]  J. Jassem,et al.  BRCA1: A Novel Prognostic Factor in Resected Non-Small-Cell Lung Cancer , 2007, PloS one.

[27]  T. Corson,et al.  KIF14 Messenger RNA Expression Is Independently Prognostic for Outcome in Lung Cancer , 2007, Clinical Cancer Research.

[28]  Masahiro Tsuboi,et al.  The present status of postoperative adjuvant chemotherapy for completely resected non-small cell lung cancer. , 2007, Annals of thoracic and cardiovascular surgery : official journal of the Association of Thoracic and Cardiovascular Surgeons of Asia.

[29]  Andreas Makris,et al.  Measuring proliferation in breast cancer: practicalities and applications , 2006, Breast Cancer Research.

[30]  L. V. van't Veer,et al.  Validation and clinical utility of a 70-gene prognostic signature for women with node-negative breast cancer. , 2006, Journal of the National Cancer Institute.

[31]  Y. Ozeki,et al.  Significance of thymidylate synthase gene expression level in patients with adenocarcinoma of the lung , 2006, Cancer.

[32]  L. Liotta,et al.  Prognostic implications of molecular and immunohistochemical profiles of the Rb and p53 cell cycle regulatory pathways in primary non-small cell lung carcinoma. , 2005, Clinical cancer research : an official journal of the American Association for Cancer Research.

[33]  M. Cronin,et al.  A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer. , 2004, The New England journal of medicine.

[34]  Mei-Jie Zhang,et al.  Confidence Bands for the Difference of Two Survival Curves Under Proportional Hazards Model , 2001, Lifetime data analysis.

[35]  M. Rooney,et al.  Prognostic significance of K-ras codon 12 mutations in patients with resected stage I and II non-small-cell lung cancer. , 1999, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[36]  R. Dodge,et al.  Prognostic significance of the proliferation index in surgically resected non-small-cell lung cancer. , 1993, Archives of surgery.

[37]  Rascon [The National Cancer Institute]. , 1953, Boletin cultural e informativo - Consejo General de Colegios Medicos de Espana.