Skip to main content
Top
Published in: Medical Oncology 10/2016

01-10-2016 | Original Paper

Blood-based biomarkers for monitoring antiangiogenic therapy in non-small cell lung cancer

Authors: Analia Rodríguez Garzotto, C. Vanesa Díaz-García, Alba Agudo-López, Elena Prieto García, Santiago Ponce, José A. López-Martín, Luis Paz-Ares, Lara Iglesias, M. Teresa Agulló-Ortuño

Published in: Medical Oncology | Issue 10/2016

Login to get access

Abstract

Tumor angiogenesis pathways have been identified as important therapeutic targets in non-small cell lung cancer. However, no biomarkers have been described as predictors of response to antiangiogenic therapy in these patients. In this study, plasma levels of VEGF, bFGF, E-selectin, and S-ICAM and gene expression profiles of peripheral blood mononuclear cells from non-small cell lung cancer patients treated with chemotherapy plus bevacizumab were analyzed before and after treatment. Values were correlated with clinicopathological characteristics and treatment response. Plasma factor levels were measured using commercially available ELISA kits. The TaqMan® human angiogenesis array was used to investigate the effect of treatment on gene expression profiles. Kyoto Encyclopedia of Genes and Genomes and Gene Ontology enrichment analysis was performed for differentially expressed genes using WEB-based GEne SeT AnaLysis Toolkit. Our results suggest a benefit for patients with increased plasma levels of VEGF, E-selectin, and S-ICAM in the course of bevacizumab treatment. Also, we identified differentially expressed genes between paired blood samples from patients before and after treatment, and significantly perturbed pathways were predicted. These changes in gene expression and levels of plasma factors could be used to assess the effectiveness of antiangiogenic therapy, in addition to standard clinical and radiological evaluations.
Appendix
Available only for authorised users
Literature
6.
go back to reference Sandler A, Gray R, Perry MC, Brahmer J, Schiller JH, Dowlati A, et al. Paclitaxel–carboplatin alone or with bevacizumab for non-small-cell lung cancer. N Engl J Med. 2006. doi:10.1056/NEJMoa061884.PubMed Sandler A, Gray R, Perry MC, Brahmer J, Schiller JH, Dowlati A, et al. Paclitaxel–carboplatin alone or with bevacizumab for non-small-cell lung cancer. N Engl J Med. 2006. doi:10.​1056/​NEJMoa061884.PubMed
7.
go back to reference Reck M, von Pawel J, Zatloukal P, Ramlau R, Gorbounova V, Hirsh V, et al. Overall survival with cisplatin–gemcitabine and bevacizumab or placebo as first-line therapy for nonsquamous non-small-cell lung cancer: results from a randomised phase III trial (AVAiL). Ann Oncol. 2010. doi:10.1093/annonc/mdq020. Reck M, von Pawel J, Zatloukal P, Ramlau R, Gorbounova V, Hirsh V, et al. Overall survival with cisplatin–gemcitabine and bevacizumab or placebo as first-line therapy for nonsquamous non-small-cell lung cancer: results from a randomised phase III trial (AVAiL). Ann Oncol. 2010. doi:10.​1093/​annonc/​mdq020.
8.
go back to reference Liu KJ, Ding LY, Wu HY. Bevacizumab in combination with anticancer drugs for previously treated advanced non-small cell lung cancer. Tumour Biol. 2015. doi:10.1007/s13277-014-2962-1. Liu KJ, Ding LY, Wu HY. Bevacizumab in combination with anticancer drugs for previously treated advanced non-small cell lung cancer. Tumour Biol. 2015. doi:10.​1007/​s13277-014-2962-1.
9.
go back to reference Zhang J, Liu J, Chen H, Wu W, Li X, Wu Y, et al. The impact of histological types on the efficacy of angiogenesis inhibitors in the treatment of advanced NSCLC: a meta-analysis of randomized controlled trials. Onco Targets Ther. 2015. doi:10.2147/OTT.S90407. Zhang J, Liu J, Chen H, Wu W, Li X, Wu Y, et al. The impact of histological types on the efficacy of angiogenesis inhibitors in the treatment of advanced NSCLC: a meta-analysis of randomized controlled trials. Onco Targets Ther. 2015. doi:10.​2147/​OTT.​S90407.
11.
go back to reference D’Addario G, Fruh M, Reck M, Baumann P, Klepetko W, Felip E, et al. Metastatic non-small-cell lung cancer: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2010. doi:10.1093/annonc/mdq189.PubMed D’Addario G, Fruh M, Reck M, Baumann P, Klepetko W, Felip E, et al. Metastatic non-small-cell lung cancer: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2010. doi:10.​1093/​annonc/​mdq189.PubMed
12.
go back to reference Crino L, Dansin E, Garrido P, Griesinger F, Laskin J, Pavlakis N, et al. Safety and efficacy of first-line bevacizumab-based therapy in advanced non-squamous non-small-cell lung cancer (SAiL, MO19390): a phase 4 study. Lancet Oncol. 2010. doi:10.1016/S1470-2045(10)70151-0.PubMed Crino L, Dansin E, Garrido P, Griesinger F, Laskin J, Pavlakis N, et al. Safety and efficacy of first-line bevacizumab-based therapy in advanced non-squamous non-small-cell lung cancer (SAiL, MO19390): a phase 4 study. Lancet Oncol. 2010. doi:10.​1016/​S1470-2045(10)70151-0.PubMed
13.
go back to reference Zhao L, Li W, Zhang H, Hou N, Guo L, Gao Q. Angiogenesis inhibitors rechallenge in patients with advanced non-small-cell lung cancer: a pooled analysis of randomized controlled trials. Onco Targets Ther. 2015. doi:10.2147/OTT.S88102. Zhao L, Li W, Zhang H, Hou N, Guo L, Gao Q. Angiogenesis inhibitors rechallenge in patients with advanced non-small-cell lung cancer: a pooled analysis of randomized controlled trials. Onco Targets Ther. 2015. doi:10.​2147/​OTT.​S88102.
14.
go back to reference Sessa C, Guibal A, Del Conte G, Ruegg C. Biomarkers of angiogenesis for the development of antiangiogenic therapies in oncology: tools or decorations? Nat Clin Pract Oncol. 2008. doi:10.1038/ncponc1150.PubMed Sessa C, Guibal A, Del Conte G, Ruegg C. Biomarkers of angiogenesis for the development of antiangiogenic therapies in oncology: tools or decorations? Nat Clin Pract Oncol. 2008. doi:10.​1038/​ncponc1150.PubMed
15.
go back to reference Dowlati A, Gray R, Sandler AB, Schiller JH, Johnson DH. Cell adhesion molecules, vascular endothelial growth factor, and basic fibroblast growth factor in patients with non-small cell lung cancer treated with chemotherapy with or without bevacizumab—an Eastern Cooperative Oncology Group Study. Clin Cancer Res. 2008. doi:10.1158/1078-0432.CCR-07-1154.PubMedCentral Dowlati A, Gray R, Sandler AB, Schiller JH, Johnson DH. Cell adhesion molecules, vascular endothelial growth factor, and basic fibroblast growth factor in patients with non-small cell lung cancer treated with chemotherapy with or without bevacizumab—an Eastern Cooperative Oncology Group Study. Clin Cancer Res. 2008. doi:10.​1158/​1078-0432.​CCR-07-1154.PubMedCentral
16.
go back to reference da Huang W, Sherman BT, Lempicki RA. Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists. Nucleic Acids Res. 2009. doi:10.1093/nar/gkn923. da Huang W, Sherman BT, Lempicki RA. Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists. Nucleic Acids Res. 2009. doi:10.​1093/​nar/​gkn923.
17.
20.
go back to reference Pajares MJ, Agorreta J, Larrayoz M, Vesin A, Ezponda T, Zudaire I, et al. Expression of tumor-derived vascular endothelial growth factor and its receptors is associated with outcome in early squamous cell carcinoma of the lung. J Clin Oncol. 2012. doi:10.1200/JCO.2011.37.4231.PubMedPubMedCentral Pajares MJ, Agorreta J, Larrayoz M, Vesin A, Ezponda T, Zudaire I, et al. Expression of tumor-derived vascular endothelial growth factor and its receptors is associated with outcome in early squamous cell carcinoma of the lung. J Clin Oncol. 2012. doi:10.​1200/​JCO.​2011.​37.​4231.PubMedPubMedCentral
21.
go back to reference Sorenson S, Fohlin H, Lindgren A, Lindskog M, Bergman B, Sederholm C, et al. Predictive role of plasma vascular endothelial growth factor for the effect of celecoxib in advanced non-small cell lung cancer treated with chemotherapy. Eur J Cancer. 2013. doi:10.1016/j.ejca.2012.07.032.PubMed Sorenson S, Fohlin H, Lindgren A, Lindskog M, Bergman B, Sederholm C, et al. Predictive role of plasma vascular endothelial growth factor for the effect of celecoxib in advanced non-small cell lung cancer treated with chemotherapy. Eur J Cancer. 2013. doi:10.​1016/​j.​ejca.​2012.​07.​032.PubMed
22.
go back to reference Seto T, Higashiyama M, Funai H, Imamura F, Uematsu K, Seki N, et al. Prognostic value of expression of vascular endothelial growth factor and its flt-1 and KDR receptors in stage I non-small-cell lung cancer. Lung Cancer. 2006. doi:10.1016/j.lungcan.2006.02.009.PubMed Seto T, Higashiyama M, Funai H, Imamura F, Uematsu K, Seki N, et al. Prognostic value of expression of vascular endothelial growth factor and its flt-1 and KDR receptors in stage I non-small-cell lung cancer. Lung Cancer. 2006. doi:10.​1016/​j.​lungcan.​2006.​02.​009.PubMed
23.
go back to reference Poon RT, Fan ST, Wong J. Clinical implications of circulating angiogenic factors in cancer patients. J Clin Oncol. 2001;19(4):1207–25.PubMed Poon RT, Fan ST, Wong J. Clinical implications of circulating angiogenic factors in cancer patients. J Clin Oncol. 2001;19(4):1207–25.PubMed
25.
go back to reference Zaman K, Driscoll R, Hahn D, Werffeli P, Goodman SL, Bauer J, et al. Monitoring multiple angiogenesis-related molecules in the blood of cancer patients shows a correlation between VEGF-A and MMP-9 levels before treatment and divergent changes after surgical vs. conservative therapy. Int J Cancer. 2006. doi:10.1002/ijc.21408.PubMed Zaman K, Driscoll R, Hahn D, Werffeli P, Goodman SL, Bauer J, et al. Monitoring multiple angiogenesis-related molecules in the blood of cancer patients shows a correlation between VEGF-A and MMP-9 levels before treatment and divergent changes after surgical vs. conservative therapy. Int J Cancer. 2006. doi:10.​1002/​ijc.​21408.PubMed
28.
go back to reference Hlatky L, Hahnfeldt P, Folkman J. Clinical application of antiangiogenic therapy: microvessel density, what it does and doesn’t tell us. J Natl Cancer Inst. 2002;94(12):883–93.CrossRefPubMed Hlatky L, Hahnfeldt P, Folkman J. Clinical application of antiangiogenic therapy: microvessel density, what it does and doesn’t tell us. J Natl Cancer Inst. 2002;94(12):883–93.CrossRefPubMed
29.
go back to reference Smirnov DA, Foulk BW, Doyle GV, Connelly MC, Terstappen LW, O’Hara SM. Global gene expression profiling of circulating endothelial cells in patients with metastatic carcinomas. Cancer Res. 2006. doi:10.1158/0008-5472.CAN-05-4003. Smirnov DA, Foulk BW, Doyle GV, Connelly MC, Terstappen LW, O’Hara SM. Global gene expression profiling of circulating endothelial cells in patients with metastatic carcinomas. Cancer Res. 2006. doi:10.​1158/​0008-5472.​CAN-05-4003.
30.
31.
go back to reference Ergun S, Kilik N, Ziegeler G, Hansen A, Nollau P, Gotze J, et al. CEA-related cell adhesion molecule 1: a potent angiogenic factor and a major effector of vascular endothelial growth factor. Mol Cell. 2000;5(2):311–20.CrossRefPubMed Ergun S, Kilik N, Ziegeler G, Hansen A, Nollau P, Gotze J, et al. CEA-related cell adhesion molecule 1: a potent angiogenic factor and a major effector of vascular endothelial growth factor. Mol Cell. 2000;5(2):311–20.CrossRefPubMed
32.
go back to reference Muller MM, Singer BB, Klaile E, Obrink B, Lucka L. Transmembrane CEACAM1 affects integrin-dependent signaling and regulates extracellular matrix protein-specific morphology and migration of endothelial cells. Blood. 2005. doi:10.1182/blood-2004-09-3618. Muller MM, Singer BB, Klaile E, Obrink B, Lucka L. Transmembrane CEACAM1 affects integrin-dependent signaling and regulates extracellular matrix protein-specific morphology and migration of endothelial cells. Blood. 2005. doi:10.​1182/​blood-2004-09-3618.
33.
go back to reference Muturi HT, Dreesen JD, Nilewski E, Jastrow H, Giebel B, Ergun S, et al. Tumor and endothelial cell-derived microvesicles carry distinct CEACAMs and influence T-cell behavior. PLoS One. 2013. doi:10.1371/journal.pone.0074654. Muturi HT, Dreesen JD, Nilewski E, Jastrow H, Giebel B, Ergun S, et al. Tumor and endothelial cell-derived microvesicles carry distinct CEACAMs and influence T-cell behavior. PLoS One. 2013. doi:10.​1371/​journal.​pone.​0074654.
34.
go back to reference Stoica GE, Kuo A, Aigner A, Sunitha I, Souttou B, Malerczyk C, et al. Identification of anaplastic lymphoma kinase as a receptor for the growth factor pleiotrophin. J Biol Chem. 2001. doi:10.1074/jbc.M010660200.PubMed Stoica GE, Kuo A, Aigner A, Sunitha I, Souttou B, Malerczyk C, et al. Identification of anaplastic lymphoma kinase as a receptor for the growth factor pleiotrophin. J Biol Chem. 2001. doi:10.​1074/​jbc.​M010660200.PubMed
36.
go back to reference Renyi-Vamos F, Tovari J, Fillinger J, Timar J, Paku S, Kenessey I, et al. Lymphangiogenesis correlates with lymph node metastasis, prognosis, and angiogenic phenotype in human non-small cell lung cancer. Clin Cancer Res. 2005. doi:10.1158/1078-0432.CCR-05-1077.PubMed Renyi-Vamos F, Tovari J, Fillinger J, Timar J, Paku S, Kenessey I, et al. Lymphangiogenesis correlates with lymph node metastasis, prognosis, and angiogenic phenotype in human non-small cell lung cancer. Clin Cancer Res. 2005. doi:10.​1158/​1078-0432.​CCR-05-1077.PubMed
37.
go back to reference LeCouter J, Kowalski J, Foster J, Hass P, Zhang Z, Dillard-Telm L, et al. Identification of an angiogenic mitogen selective for endocrine gland endothelium. Nature. 2001. doi:10.1038/35091000.PubMed LeCouter J, Kowalski J, Foster J, Hass P, Zhang Z, Dillard-Telm L, et al. Identification of an angiogenic mitogen selective for endocrine gland endothelium. Nature. 2001. doi:10.​1038/​35091000.PubMed
38.
go back to reference Garon EB, Ciuleanu TE, Arrieta O, Prabhash K, Syrigos KN, Goksel T, et al. Ramucirumab plus docetaxel versus placebo plus docetaxel for second-line treatment of stage IV non-small-cell lung cancer after disease progression on platinum-based therapy (REVEL): a multicentre, double-blind, randomised phase 3 trial. Lancet. 2014. doi:10.1016/S0140-6736(14)60845-X.PubMed Garon EB, Ciuleanu TE, Arrieta O, Prabhash K, Syrigos KN, Goksel T, et al. Ramucirumab plus docetaxel versus placebo plus docetaxel for second-line treatment of stage IV non-small-cell lung cancer after disease progression on platinum-based therapy (REVEL): a multicentre, double-blind, randomised phase 3 trial. Lancet. 2014. doi:10.​1016/​S0140-6736(14)60845-X.PubMed
40.
go back to reference Reck M, Kaiser R, Mellemgaard A, Douillard JY, Orlov S, Krzakowski M, et al. Docetaxel plus nintedanib versus docetaxel plus placebo in patients with previously treated non-small-cell lung cancer (LUME-Lung 1): a phase 3, double-blind, randomised controlled trial. Lancet Oncol. 2014. doi:10.1016/S1470-2045(13)70586-2.PubMed Reck M, Kaiser R, Mellemgaard A, Douillard JY, Orlov S, Krzakowski M, et al. Docetaxel plus nintedanib versus docetaxel plus placebo in patients with previously treated non-small-cell lung cancer (LUME-Lung 1): a phase 3, double-blind, randomised controlled trial. Lancet Oncol. 2014. doi:10.​1016/​S1470-2045(13)70586-2.PubMed
Metadata
Title
Blood-based biomarkers for monitoring antiangiogenic therapy in non-small cell lung cancer
Authors
Analia Rodríguez Garzotto
C. Vanesa Díaz-García
Alba Agudo-López
Elena Prieto García
Santiago Ponce
José A. López-Martín
Luis Paz-Ares
Lara Iglesias
M. Teresa Agulló-Ortuño
Publication date
01-10-2016
Publisher
Springer US
Published in
Medical Oncology / Issue 10/2016
Print ISSN: 1357-0560
Electronic ISSN: 1559-131X
DOI
https://doi.org/10.1007/s12032-016-0824-y

Other articles of this Issue 10/2016

Medical Oncology 10/2016 Go to the issue