Predicting Response to Bevacizumab in Ovarian Cancer: A Panel of Potential Biomarkers Informing Treatment Selection

被引:75
作者
Collinson, Fiona [1 ,2 ]
Hutchinson, Michelle [3 ]
Craven, Rachel A. [3 ]
Cairns, David A. [3 ]
Zougman, Alexandre [3 ]
Wind, Tobias C. [3 ]
Gahir, Narinder [3 ]
Messenger, Michael P. [3 ]
Jackson, Sharon [3 ]
Thompson, Douglas [3 ,4 ]
Adusei, Cybil [5 ]
Ledermann, Jonathan A. [6 ]
Hall, Geoffrey [2 ]
Jayson, Gordon C. [7 ]
Selby, Peter J. [3 ]
Banks, Rosamonde E. [3 ]
机构
[1] Univ Leeds, Leeds Inst Clin Trials Res, Clin Trials Res Unit, Leeds LS2 9JT, W Yorkshire, England
[2] St Jamess Inst Oncol, Leeds, W Yorkshire, England
[3] St James Univ Hosp, Canc Res UK Ctr, Leeds Inst Mol Med, Leeds LS9 7TF, W Yorkshire, England
[4] Leeds Gen Infirm, Dept Clin Biochem & Immunol, Leeds, W Yorkshire, England
[5] UCL, Clin Trials Unit, MRC, London WC1E 6BT, England
[6] UCL, UCL Canc Inst, London WC1E 6BT, England
[7] Univ Manchester, Christie Hosp, Manchester, Lancs, England
基金
英国医学研究理事会;
关键词
ENDOTHELIAL GROWTH-FACTOR; PHASE-II TRIAL; PLUS BEVACIZUMAB; MESOTHELIN; THERAPY; VEGF; HYPERTENSION; CAPECITABINE; CHEMOTHERAPY; PROGRESSION;
D O I
10.1158/1078-0432.CCR-13-0489
中图分类号
R73 [肿瘤学];
学科分类号
100214 [肿瘤学];
摘要
Purpose: The aim of this study was to identify and validate novel predictive and/or prognostic serum proteomic biomarkers in patients with epithelial ovarian cancer (EOC) treated as part of the phase III international ICON7 clinical trial. Experimental Design: ICON7 was a phase III international trial in EOC which showed a modest but statistically significant benefit in progression-free survival (PFS) with the addition of bevacizumab to standard chemotherapy. Serum samples from 10 patients who received bevacizumab (five responders and five nonresponders) were analyzed by mass spectrometry to identify candidate biomarkers. Initial validation and exploration by immunoassay was undertaken in an independent cohort of 92 patients, followed by a second independent cohort of 115 patients (taken from across both arms of the trial). Results: Three candidate biomarkers were identified: mesothelin, fms-like tyrosine kinase-4 (FLT4), and alpha(1)-acid glycoprotein (AGP). Each showed evidence of independent prognostic potential when adjusting for high-risk status in initial (P < 0.02) and combined (P < 0.01) validation cohorts. In cohort I, individual biomarkers were not predictive of bevacizumab benefit; however, when combined with CA-125, a signature was developed that was predictive of bevacizumab response and discriminated benefit attributable to bevacizumab better than clinical characteristics. The signature showed weaker evidence of predictive ability in validation cohort II, but was still strongly predictive considering all samples (P = 0.001), with an improvement in median PFS of 5.5 months in signature-positive patients in the experimental arm compared with standard arm. Conclusions: This study shows a discriminatory signature comprising mesothelin, FLT4, AGP, and CA-125 as potentially identifying those patients with EOC more likely to benefit from bevacizumab. These results require validation in further patient cohorts. (C) 2013 AACR.
引用
收藏
页码:5227 / 5239
页数:13
相关论文
共 51 条
[1]
Assessing Lead Time of Selected Ovarian Cancer Biomarkers: A Nested Case-Control Study [J].
Anderson, Garnet L. ;
McIntosh, Martin ;
Wu, Lieling ;
Barnett, Matt ;
Goodman, Gary ;
Thorpe, Jason D. ;
Bergan, Lindsay ;
Thornquist, Mark D. ;
Scholler, Nathalie ;
Kim, Nam ;
O'Briant, Kathy ;
Drescher, Charles ;
Urban, Nicole .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2010, 102 (01) :26-38
[2]
[Anonymous], J CLIN ONCOL S
[3]
[Anonymous], 2011, R: A Language and Environment for Statistical Computing
[4]
[Anonymous], 2005, NAT CLIN PRACT UROL, DOI DOI 10.1038/ncponc0252
[5]
Incorporation of Bevacizumab in the Primary Treatment of Ovarian Cancer [J].
Burger, Robert A. ;
Brady, Mark F. ;
Bookman, Michael A. ;
Fleming, Gini F. ;
Monk, Bradley J. ;
Huang, Helen ;
Mannel, Robert S. ;
Homesley, Howard D. ;
Fowler, Jeffrey ;
Greer, Benjamin E. ;
Boente, Matthew ;
Birrer, Michael J. ;
Liang, Sharon X. .
NEW ENGLAND JOURNAL OF MEDICINE, 2011, 365 (26) :2473-2483
[6]
Integrated multi-level quality control for proteomic profiling studies using mass spectrometry [J].
Cairns, David A. ;
Perkins, David N. ;
Stanley, Anthea J. ;
Thompson, Douglas ;
Barrett, Jennifer H. ;
Selby, Peter J. ;
Banks, Rosamonde E. .
BMC BIOINFORMATICS, 2008, 9 (1)
[7]
Overexpression of Tumor Vascular Endothelial Growth Factor A May Portend an Increased Likelihood of Progression in a Phase II Trial of Bevacizumab and Erlotinib in Resistant Ovarian Cancer [J].
Chambers, Setsuko K. ;
Clouser, Mary C. ;
Baker, Amanda F. ;
Roe, Denise J. ;
Cui, Haiyan ;
Brewer, Molly A. ;
Hatch, Kenneth D. ;
Gordon, Michael S. ;
Janicek, Mike F. ;
Isaacs, Jeffrey D. ;
Gordon, Alan N. ;
Nagle, Raymond B. ;
Wright, Heather M. ;
Cohen, Janice L. ;
Alberts, David S. .
CLINICAL CANCER RESEARCH, 2010, 16 (21) :5320-5328
[8]
Mesothelin enhances invasion of ovarian cancer by inducing MMP-7 through MAPK/ERK and JNK pathways [J].
Chang, Ming-Cheng ;
Chen, Chi-An ;
Chen, Pao-Jen ;
Chiang, Ying-Cheng ;
Chen, Yu-Li ;
Mao, Tsui-Lien ;
Lin, Han-Wei ;
Chiang, Wen-Hsien Lin ;
Cheng, Wen-Fang .
BIOCHEMICAL JOURNAL, 2012, 442 :293-302
[9]
High mesothelin correlates with chemoresistance and poor survival in epithelial ovarian carcinoma [J].
Cheng, W-F ;
Huang, C-Y ;
Chang, M-C ;
Hu, Y-H ;
Chiang, Y-C ;
Chen, Y-L ;
Hsieh, C-Y ;
Chen, C-A .
BRITISH JOURNAL OF CANCER, 2009, 100 (07) :1144-1153
[10]
Andromeda: A Peptide Search Engine Integrated into the MaxQuant Environment [J].
Cox, Juergen ;
Neuhauser, Nadin ;
Michalski, Annette ;
Scheltema, Richard A. ;
Olsen, Jesper V. ;
Mann, Matthias .
JOURNAL OF PROTEOME RESEARCH, 2011, 10 (04) :1794-1805