Cargando…

Differential expression of circulating biomarkers of tumor phenotype and outcomes in previously treated non-small cell lung cancer patients receiving erlotinib vs. cytotoxic chemotherapy

BACKGROUND: The objective of this study was to identify serum biomarkers capable of predicting clinical outcomes in previously-treated NSCLC patients with wild-type for EGFR activating mutations or insufficient tissue for mutation status determination. METHODS: Sixty-six Luminex immunoassays represe...

Descripción completa

Detalles Bibliográficos
Autores principales: Fidler, Mary Jo, Frankenberger, Casey, Seto, Richard, Lobato, Gabriela C, Fhied, Cristina L, Sayidine, Selina, Basu, Sanjib, Pool, Mark, Karmali, Reem, Batus, Marta, Lie, Wen-Rong, Hayes, David, Mistry, Jehangir, Bonomi, Philip, Borgia, Jeffrey A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5601637/
https://www.ncbi.nlm.nih.gov/pubmed/28938541
http://dx.doi.org/10.18632/oncotarget.17510
_version_ 1783264421395562496
author Fidler, Mary Jo
Frankenberger, Casey
Seto, Richard
Lobato, Gabriela C
Fhied, Cristina L
Sayidine, Selina
Basu, Sanjib
Pool, Mark
Karmali, Reem
Batus, Marta
Lie, Wen-Rong
Hayes, David
Mistry, Jehangir
Bonomi, Philip
Borgia, Jeffrey A
author_facet Fidler, Mary Jo
Frankenberger, Casey
Seto, Richard
Lobato, Gabriela C
Fhied, Cristina L
Sayidine, Selina
Basu, Sanjib
Pool, Mark
Karmali, Reem
Batus, Marta
Lie, Wen-Rong
Hayes, David
Mistry, Jehangir
Bonomi, Philip
Borgia, Jeffrey A
author_sort Fidler, Mary Jo
collection PubMed
description BACKGROUND: The objective of this study was to identify serum biomarkers capable of predicting clinical outcomes in previously-treated NSCLC patients with wild-type for EGFR activating mutations or insufficient tissue for mutation status determination. METHODS: Sixty-six Luminex immunoassays representative of biological themes that emerged from a re-analysis of transcriptome data from the Cancer Genome Atlas (TCGA) were evaluate against pretreatment serum specimens from previously-treated advanced NSCLC patients received either cytotoxic chemotherapy (n=32) or erlotinib (n=79). Known EGFR mutation positive cases were excluded from analysis. Associations of biomarkers with outcome parameters and their differential interaction with treatment for survival outcomes were assessed using multivariate Cox PH analyses. RESULTS: Our EMT-based transcriptomic analysis revealed a range of biological processes associated with angiogenesis, apoptosis, cachexia, inflammation, and metabolism emerging as those most highly associated with patient outcome. These processes were evaluated via surrogate serum biomarkers. A treatment-biomarker interaction analysis revealed that higher pretreatment levels of c-Met signaling biomarkers (i.e. HGF levels), pro-inflammatory/ pro-cachexia (e.g. IL-8, sIL-2Rα, FGF-2) processes and a pro-angiogenic (e.g. TGF-α, IL-8, VEGF) milieu were associated with inferior survival (HR=0.35, 0.29, 0.58, 0.50, 0.61, 0.45, respectively; all p<0.05) for patients receiving chemotherapy, relative to erlotinib. In contrast, high levels of decoy receptor for IL-1, sIL-1RII, and a high tissue vimentin/E-cadherin ratio were associated with a poor OS (HR=3.78; p=0.00055) in the erlotinib cohort. CONCLUSIONS: Contemporary precision medicine initiatives that pair patient tumor characteristics with the optimal therapy type may maximize the use of agents targeting EGFR in the treatment of NSCLC.
format Online
Article
Text
id pubmed-5601637
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Impact Journals LLC
record_format MEDLINE/PubMed
spelling pubmed-56016372017-09-21 Differential expression of circulating biomarkers of tumor phenotype and outcomes in previously treated non-small cell lung cancer patients receiving erlotinib vs. cytotoxic chemotherapy Fidler, Mary Jo Frankenberger, Casey Seto, Richard Lobato, Gabriela C Fhied, Cristina L Sayidine, Selina Basu, Sanjib Pool, Mark Karmali, Reem Batus, Marta Lie, Wen-Rong Hayes, David Mistry, Jehangir Bonomi, Philip Borgia, Jeffrey A Oncotarget Research Paper BACKGROUND: The objective of this study was to identify serum biomarkers capable of predicting clinical outcomes in previously-treated NSCLC patients with wild-type for EGFR activating mutations or insufficient tissue for mutation status determination. METHODS: Sixty-six Luminex immunoassays representative of biological themes that emerged from a re-analysis of transcriptome data from the Cancer Genome Atlas (TCGA) were evaluate against pretreatment serum specimens from previously-treated advanced NSCLC patients received either cytotoxic chemotherapy (n=32) or erlotinib (n=79). Known EGFR mutation positive cases were excluded from analysis. Associations of biomarkers with outcome parameters and their differential interaction with treatment for survival outcomes were assessed using multivariate Cox PH analyses. RESULTS: Our EMT-based transcriptomic analysis revealed a range of biological processes associated with angiogenesis, apoptosis, cachexia, inflammation, and metabolism emerging as those most highly associated with patient outcome. These processes were evaluated via surrogate serum biomarkers. A treatment-biomarker interaction analysis revealed that higher pretreatment levels of c-Met signaling biomarkers (i.e. HGF levels), pro-inflammatory/ pro-cachexia (e.g. IL-8, sIL-2Rα, FGF-2) processes and a pro-angiogenic (e.g. TGF-α, IL-8, VEGF) milieu were associated with inferior survival (HR=0.35, 0.29, 0.58, 0.50, 0.61, 0.45, respectively; all p<0.05) for patients receiving chemotherapy, relative to erlotinib. In contrast, high levels of decoy receptor for IL-1, sIL-1RII, and a high tissue vimentin/E-cadherin ratio were associated with a poor OS (HR=3.78; p=0.00055) in the erlotinib cohort. CONCLUSIONS: Contemporary precision medicine initiatives that pair patient tumor characteristics with the optimal therapy type may maximize the use of agents targeting EGFR in the treatment of NSCLC. Impact Journals LLC 2017-04-28 /pmc/articles/PMC5601637/ /pubmed/28938541 http://dx.doi.org/10.18632/oncotarget.17510 Text en Copyright: © 2017 Fidler et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License 3.0 (http://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Fidler, Mary Jo
Frankenberger, Casey
Seto, Richard
Lobato, Gabriela C
Fhied, Cristina L
Sayidine, Selina
Basu, Sanjib
Pool, Mark
Karmali, Reem
Batus, Marta
Lie, Wen-Rong
Hayes, David
Mistry, Jehangir
Bonomi, Philip
Borgia, Jeffrey A
Differential expression of circulating biomarkers of tumor phenotype and outcomes in previously treated non-small cell lung cancer patients receiving erlotinib vs. cytotoxic chemotherapy
title Differential expression of circulating biomarkers of tumor phenotype and outcomes in previously treated non-small cell lung cancer patients receiving erlotinib vs. cytotoxic chemotherapy
title_full Differential expression of circulating biomarkers of tumor phenotype and outcomes in previously treated non-small cell lung cancer patients receiving erlotinib vs. cytotoxic chemotherapy
title_fullStr Differential expression of circulating biomarkers of tumor phenotype and outcomes in previously treated non-small cell lung cancer patients receiving erlotinib vs. cytotoxic chemotherapy
title_full_unstemmed Differential expression of circulating biomarkers of tumor phenotype and outcomes in previously treated non-small cell lung cancer patients receiving erlotinib vs. cytotoxic chemotherapy
title_short Differential expression of circulating biomarkers of tumor phenotype and outcomes in previously treated non-small cell lung cancer patients receiving erlotinib vs. cytotoxic chemotherapy
title_sort differential expression of circulating biomarkers of tumor phenotype and outcomes in previously treated non-small cell lung cancer patients receiving erlotinib vs. cytotoxic chemotherapy
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5601637/
https://www.ncbi.nlm.nih.gov/pubmed/28938541
http://dx.doi.org/10.18632/oncotarget.17510
work_keys_str_mv AT fidlermaryjo differentialexpressionofcirculatingbiomarkersoftumorphenotypeandoutcomesinpreviouslytreatednonsmallcelllungcancerpatientsreceivingerlotinibvscytotoxicchemotherapy
AT frankenbergercasey differentialexpressionofcirculatingbiomarkersoftumorphenotypeandoutcomesinpreviouslytreatednonsmallcelllungcancerpatientsreceivingerlotinibvscytotoxicchemotherapy
AT setorichard differentialexpressionofcirculatingbiomarkersoftumorphenotypeandoutcomesinpreviouslytreatednonsmallcelllungcancerpatientsreceivingerlotinibvscytotoxicchemotherapy
AT lobatogabrielac differentialexpressionofcirculatingbiomarkersoftumorphenotypeandoutcomesinpreviouslytreatednonsmallcelllungcancerpatientsreceivingerlotinibvscytotoxicchemotherapy
AT fhiedcristinal differentialexpressionofcirculatingbiomarkersoftumorphenotypeandoutcomesinpreviouslytreatednonsmallcelllungcancerpatientsreceivingerlotinibvscytotoxicchemotherapy
AT sayidineselina differentialexpressionofcirculatingbiomarkersoftumorphenotypeandoutcomesinpreviouslytreatednonsmallcelllungcancerpatientsreceivingerlotinibvscytotoxicchemotherapy
AT basusanjib differentialexpressionofcirculatingbiomarkersoftumorphenotypeandoutcomesinpreviouslytreatednonsmallcelllungcancerpatientsreceivingerlotinibvscytotoxicchemotherapy
AT poolmark differentialexpressionofcirculatingbiomarkersoftumorphenotypeandoutcomesinpreviouslytreatednonsmallcelllungcancerpatientsreceivingerlotinibvscytotoxicchemotherapy
AT karmalireem differentialexpressionofcirculatingbiomarkersoftumorphenotypeandoutcomesinpreviouslytreatednonsmallcelllungcancerpatientsreceivingerlotinibvscytotoxicchemotherapy
AT batusmarta differentialexpressionofcirculatingbiomarkersoftumorphenotypeandoutcomesinpreviouslytreatednonsmallcelllungcancerpatientsreceivingerlotinibvscytotoxicchemotherapy
AT liewenrong differentialexpressionofcirculatingbiomarkersoftumorphenotypeandoutcomesinpreviouslytreatednonsmallcelllungcancerpatientsreceivingerlotinibvscytotoxicchemotherapy
AT hayesdavid differentialexpressionofcirculatingbiomarkersoftumorphenotypeandoutcomesinpreviouslytreatednonsmallcelllungcancerpatientsreceivingerlotinibvscytotoxicchemotherapy
AT mistryjehangir differentialexpressionofcirculatingbiomarkersoftumorphenotypeandoutcomesinpreviouslytreatednonsmallcelllungcancerpatientsreceivingerlotinibvscytotoxicchemotherapy
AT bonomiphilip differentialexpressionofcirculatingbiomarkersoftumorphenotypeandoutcomesinpreviouslytreatednonsmallcelllungcancerpatientsreceivingerlotinibvscytotoxicchemotherapy
AT borgiajeffreya differentialexpressionofcirculatingbiomarkersoftumorphenotypeandoutcomesinpreviouslytreatednonsmallcelllungcancerpatientsreceivingerlotinibvscytotoxicchemotherapy