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  • American Association for Cancer Research (AACR)  (11)
  • Girard, Luc  (11)
  • 2010-2014  (11)
Materialart
Verlag/Herausgeber
  • American Association for Cancer Research (AACR)  (11)
Sprache
Erscheinungszeitraum
  • 2010-2014  (11)
Jahr
Fachgebiete(RVK)
  • 1
    In: Clinical Cancer Research, American Association for Cancer Research (AACR), Vol. 19, No. 1 ( 2013-01-01), p. 279-290
    Kurzfassung: Purpose: Epithelial–mesenchymal transition (EMT) has been associated with metastatic spread and EGF receptor (EGFR) inhibitor resistance. We developed and validated a robust 76-gene EMT signature using gene expression profiles from four platforms using non–small cell lung carcinoma (NSCLC) cell lines and patients treated in the Biomarker-Integrated Approaches of Targeted Therapy for Lung Cancer Elimination (BATTLE) study. Experimental Design: We conducted an integrated gene expression, proteomic, and drug response analysis using cell lines and tumors from patients with NSCLC. A 76-gene EMT signature was developed and validated using gene expression profiles from four microarray platforms of NSCLC cell lines and patients treated in the BATTLE study, and potential therapeutic targets associated with EMT were identified. Results: Compared with epithelial cells, mesenchymal cells showed significantly greater resistance to EGFR and PI3K/Akt pathway inhibitors, independent of EGFR mutation status, but more sensitivity to certain chemotherapies. Mesenchymal cells also expressed increased levels of the receptor tyrosine kinase Axl and showed a trend toward greater sensitivity to the Axl inhibitor SGI-7079, whereas the combination of SGI-7079 with erlotinib reversed erlotinib resistance in mesenchymal lines expressing Axl and in a xenograft model of mesenchymal NSCLC. In patients with NSCLC, the EMT signature predicted 8-week disease control in patients receiving erlotinib but not other therapies. Conclusion: We have developed a robust EMT signature that predicts resistance to EGFR and PI3K/Akt inhibitors, highlights different patterns of drug responsiveness for epithelial and mesenchymal cells, and identifies Axl as a potential therapeutic target for overcoming EGFR inhibitor resistance associated with the mesenchymal phenotype. Clin Cancer Res; 19(1); 279–90. ©2012 AACR.
    Materialart: Online-Ressource
    ISSN: 1078-0432 , 1557-3265
    RVK:
    Sprache: Englisch
    Verlag: American Association for Cancer Research (AACR)
    Publikationsdatum: 2013
    ZDB Id: 1225457-5
    ZDB Id: 2036787-9
    Standort Signatur Einschränkungen Verfügbarkeit
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  • 2
    In: Clinical Cancer Research, American Association for Cancer Research (AACR), Vol. 19, No. 24 ( 2013-12-15), p. 6967-6975
    Kurzfassung: Purpose: To report the clinical efficacy of sorafenib and to evaluate biomarkers associated with sorafenib clinical benefit in the BATTLE (Biomarker-Integrated Approaches of Targeted Therapy for Lung Cancer Elimination) program. Patients and Methods: Patients with previously treated non–small cell lung cancer (NSCLC) received sorafenib until progression or unacceptable toxicity. Eight-week disease control rate (DCR), progression-free survival (PFS), and overall survival (OS) were assessed. Prespecified biomarkers included K-RAS, EGFR, and B-RAF mutations, and EGFR gene copy number. Gene expression profiles from NSCLC cell lines and patient tumor biopsies with wild-type EGFR were used to develop a sorafenib sensitivity signature (SSS). Results: A total of 105 patients were eligible and randomized to receive sorafenib. Among 98 patients evaluable for eight-week DCR, the observed DCR was 58.2%. The median PFS and OS were 2.83 [95% confidence interval (CI), 2.04–3.58] and 8.48 months (95% CI, 5.78–10.97), respectively. Eight-week DCR was higher in patients with wild-type EGFR than patients with EGFR mutation (P = 0.012), and in patients with EGFR gene copy number gain (FISH-positive) versus patients FISH-negative (P = 0.048). In wild-type EGFR tumors, the SSS was associated with improved PFS (median PFS 3.61 months in high SSS vs. 1.84 months in low SSS; P = 0.026) but not with eight-week DCR. Increased expression of fibroblast growth factor-1, NF-κB, and hypoxia pathways were identified potential drivers of sorafenib resistance. Conclusion: Sorafenib demonstrates clinical activity in NSCLC, especially with wild-type EGFR. SSS was associated with improved PFS. These data identify subgroups that may derive clinical benefit from sorafenib and merit investigation in future trials. Clin Cancer Res; 19(24); 6967–75. ©2013 AACR.
    Materialart: Online-Ressource
    ISSN: 1078-0432 , 1557-3265
    RVK:
    Sprache: Englisch
    Verlag: American Association for Cancer Research (AACR)
    Publikationsdatum: 2013
    ZDB Id: 1225457-5
    ZDB Id: 2036787-9
    Standort Signatur Einschränkungen Verfügbarkeit
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  • 3
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 71, No. 8_Supplement ( 2011-04-15), p. LB-88-LB-88
    Kurzfassung: Background: There are currently no established markers to identify pts bearing wild-type EGFR who are likely to benefit from erlotinib (ERLO). The EGFR and Kras pathways, and epithelial to mesenchymal transition (EMT), have been associated with response/resistance to EGFR inhibitors. We developed gene signatures for these pathways and tested whether they were predictive of disease control (DC) and tumor mutations using gene expression profiles from pts in the BATTLE trial, and developed novel markers for ERLO benefit in wt EGFR pts. Methods: Gene expression profiles (Affymetrix HG1.0ST) from pretreatment core needle biopsies (CNBs) were obtained from 101 BATTLE pts. Pathways signatures were developed using independent datasets from resected NSCLC pts and cell lines. A robust EGFR mutation signature was derived by comparing genes differentially expressed in mutated and wt EGFR lung adenocarcinoma from 3 independent institutions, and validated in three independent sets, both in vivo and in vitro. A KRAS signature was similarly derived. An EMT signature was derived by identifying genes with a bimodal distribution and correlated with known EMT genes (E-cadherin, vimentin, N-cadherin, FN-1) using 54 NSCLC cell lines, and validated in an independent panel of HN cell lines and across different platforms. A novel 5-gene signature was derived using erlotinib-treated BATTLE patients with or without 8 week DC, the primary study endpoint. Results: The EGFR and Kras signatures predicted EGFR and Kras mutations, respectively, in BATTLE patients (AUC 0.72 by ROC analysis, p=0.03 for EGFR; AUC 0.67, p=0.0.01 for KRas signature). In pts with wt EGFR and Kras, the EMT and 5-gene, but not the EGFR or KRas signatures, were associated with improved DC in ERLO treated pts (EMT signature: 64% for epithelial vs 10% mesenchymal groups, p=0.02; 5-gene: 83% vs 0%, p= & lt;.001) and progression-free survival (PFS). The EGFR, EMT and 5-gene signatures were also significantly associated with in vitro sensitivity to ERLO in NSCLC cell lines. LCN2/NGAL, part of the 5-gene signature, was found to be associated with the epithelial phenotype. Potential therapeutic targets associated with mesenchymal phenotype including Axl were identified by the EMT signature. Conclusions: Gene expression profiling from CNBs is a feasible approach for predicting response and identifying activated oncogenic pathways and potential therapeutic targets in refractory NSCLC pts. EGFR and Kras signatures predicted mutation status but, in wt EGFR patients, did not predict efficacy. EMT and a novel 5-gene signature including LCN2/NGAL were predictive of DC in pts with wt EGFR treated in BATTLE and merit further investigation as markers of benefit for EGFR inhibitors. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 102nd Annual Meeting of the American Association for Cancer Research; 2011 Apr 2-6; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2011;71(8 Suppl):Abstract nr LB-88. doi:10.1158/1538-7445.AM2011-LB-88
    Materialart: Online-Ressource
    ISSN: 0008-5472 , 1538-7445
    RVK:
    RVK:
    Sprache: Englisch
    Verlag: American Association for Cancer Research (AACR)
    Publikationsdatum: 2011
    ZDB Id: 2036785-5
    ZDB Id: 1432-1
    ZDB Id: 410466-3
    Standort Signatur Einschränkungen Verfügbarkeit
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  • 4
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 70, No. 8_Supplement ( 2010-04-15), p. 1981-1981
    Kurzfassung: Background: Primary or acquired resistance to platinum-based therapy remains an important issue in the treatment of unresectable non-small cell lung cancer (NSCLC). Our objective was to identify factors of resistance to platinum-based therapy. Experimental procedures: Gene expression profiling from the BATTLE program (pretreated resistant tumors stage III/IV, N=32) and a control group from 2 independent publicly available datasets (never treated tumors stage III/IV, N=45) were compared. Gene expression profiling was generated using the same platform (U133 Plus 2.0 Array). Pathway and gene set analyses were used to define networks and pathways associated with resistance. For validation, we used: i-an independent set of 38 never treated NSCLC stage III/IV, ii-a set of 53 NSCLC cell lines tested for cisplatin sensitivity with proteomic profiling generated by Reverse Phase Protein Array (RPPA) technology using 177 well-characterized antibodies, iii-the comparison of two pairs of NSCLC cell lines (H1437, H460) that were made resistant by iterative exposure to cisplatin, and iv-transfection experiments. Results: A total of 3,963 probesets were found to be differentially expressed between BATTLE samples and the control group with a p-value & lt; 0.001 (two-tailed t-test). DNA repair gene sets were upregulated in BATTLE samples compared to never treated tumors. Network analysis found that MYC as well as many of its downstream regulated genes were significantly downregulated in BATTLE samples. In particular, a high proportion of MYC target genes associated with apoptosis were downregulated. Using real time PCR, MYC gene expression was significantly lower in 15 BATTLE samples compared with an independent set of 38 never treated stage III/IV NSCLC (p-value=0.01). The proteomic profiling of 53 NSCLC cell lines showed that MYC expression was one of the top proteins associated with sensitivity to cisplatin. An inverse correlation was observed between sensitivity to cisplatine (IC50) and MYC protein expression evaluated by RPPA (total MYC: r=-0.41, p-value=0.003; phosphorylated MYC: r=-0.30, p-value=0.03). MYC gene expression by real time PCR was lower in resistant H1437 and H460 cell lines compared to parental cell lines. Finally, transfection of H226 cell lines with a vector expressing MYC improved sensitivity to cisplatin compared to the control. Conclusion: This is the first gene expression profiling analysis of NSCLC samples pretreated and resistant to chemotherapy included in a prospective clinical trial. MYC down regulation may play an important role in NSCLC resistance to platinum-based chemotherapy. Mechanisms of MYC down regulation should be further explored. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 101st Annual Meeting of the American Association for Cancer Research; 2010 Apr 17-21; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2010;70(8 Suppl):Abstract nr 1981.
    Materialart: Online-Ressource
    ISSN: 0008-5472 , 1538-7445
    RVK:
    RVK:
    Sprache: Englisch
    Verlag: American Association for Cancer Research (AACR)
    Publikationsdatum: 2010
    ZDB Id: 2036785-5
    ZDB Id: 1432-1
    ZDB Id: 410466-3
    Standort Signatur Einschränkungen Verfügbarkeit
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  • 5
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 71, No. 8_Supplement ( 2011-04-15), p. 4109-4109
    Kurzfassung: Background: Despite a low response rate, erlotinib (E) improves survival in a subset of NSCLC pts with wt EGFR but there are no established markers for identifying pts likely to have clinical benefit. We hypothesized that a gene expression sig could be used for this purpose. Material and Methods: We used pretreatment gene expression profiles (Affymetrix HG1.0ST) from 101 chemo-refractory pts in our Biomarkers-Integrated Approaches of Targeted Therapy for Lung Cancer Elimination (BATTLE) treated with E, E+bexarotene (EB), sorafenib (S), or vandetanib (V). 24 cases of wt EGFR & KRAS tumors treated with E or EB were compared to train the signature (two-sided t-test), using the primary end-point of the trial [8-week disease control (8wDC)]. Principal component (PC) analysis and a logistic regression model were used to develop the sig. Gene expression profiles from 108 NSCLC cell lines (Illumina), with available E IC50 (N=94) and DNA methylation profiling (N=66, Illumina), were used for in vitro studies. Results: 113 genes were differentially expressed between pts with or without 8wDC (false discovery rate 30%; P=0.004). Leave-one-out cross validation with various gene list lengths produced a 5-gene sig, including lipocalin 2 (LCN2), with a specificity, sensitivity and accuracy of 80% to predict 8wDC. In pts treated with E or EB, using the median sig score, the 8wDC rate in the sig-positive group was 83% compared with 0% in the sig-negative group; the sig did not predict 8wDC in pts treated with S or V (Mantel-Haenszel chi-squared test P=0.023). The improvement in 8wDC in the sig-positive group translated to an increased progression-free survival (PFS) (hazard ratio=0.12, 95% confidence interval: 0.03-0.46, P=0.001; log-rank P=0.0004; median PFS: 12.5 weeks vs. 7.2 weeks). We tested the sig in an independent set of 47 wt EGFR & KRAS cell lines. It predicted E sensitivity with an area under the curve of 78% (P=0.002). The first PC of the sig and the IC50 for E were correlated (r=−0.47, P=0.0009). In 108 NSCLC cell lines, LCN2 gene expression was bimodal and correlated with the IC50 for E (r=−0.46, P=0.001). Degree of methylation and expression level of LCN2 were inversely in wt EGFR & KRAS NSCLC cells (r=−0.79, P & lt;0.0001, N=33). Cell lines with completely unmethylated LCN2 were more sensitive to E compared to those with LCN2 full methylation (N=36) (P=0.006); the difference remained significant in wt EGFR & KRAS cell lines (P=0.014). Conclusion: We identified a 5-gene sig predictive of PFS benefit in NSCLC pts with wt EGFR & KRAS treated with E, but not S or V The sig was also predictive of E sensitivity in vitro. LCN2 was the strongest individual marker of sensitivity and may be epigenetically regulated. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 102nd Annual Meeting of the American Association for Cancer Research; 2011 Apr 2-6; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2011;71(8 Suppl):Abstract nr 4109. doi:10.1158/1538-7445.AM2011-4109
    Materialart: Online-Ressource
    ISSN: 0008-5472 , 1538-7445
    RVK:
    RVK:
    Sprache: Englisch
    Verlag: American Association for Cancer Research (AACR)
    Publikationsdatum: 2011
    ZDB Id: 2036785-5
    ZDB Id: 1432-1
    ZDB Id: 410466-3
    Standort Signatur Einschränkungen Verfügbarkeit
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  • 6
    In: Clinical Cancer Research, American Association for Cancer Research (AACR), Vol. 18, No. 3_Supplement ( 2012-02-01), p. A12-A12
    Kurzfassung: Background: Circulating tumor cells (CTC) associated with solid tumors are being studied for their diagnostic and prognostic value. In patients with metastatic tumors, CTC presence in the blood has been putatively associated with short survival. Since blood collection is relatively non-invasive, CTC molecular analysis opens up the possibility of monitoring genotypic changes during cancer treatments. Unfortunately, CTCs are not present in large numbers, often at rates as low as one cell per 106-107 leukocytes. Thus, to perform genotypic biomarker analysis on CTCs, methodologies must be developed to using highly specific and sensitive technologies and an enrichment step to increase analytes to detectable levels. Methods: We developed a methodology for detecting mutations in multiple oncogenes and chemotherapy resistance genes in non-small cell lung cancer (NSCLC) CTC specimens using high-throughput matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) single nucleotide polymorphism (SNP) analysis (MASSarray; Sequenom, Inc.) to determine cancer-associated genetic mutations in lung cancer specimens. This system allows for up to 10 different somatic mutations to be assayed per well in a 384-well format; requires very little DNA; can be used with whole genome amplified (WGA) DNA; and is sensitive enough to use with small samples such as core needle biopsies (CNB), fine needle aspirates (FNA), and CTCs. We developed a lung cancer assay panel of 13 genes/135 mutations (including AKT1, BRAF, CTNNB1, EGFR, ERBB2, KRAS, MEK1, NRAS, PIK3CA, PIK3R1,PTEN, and STK11) to test for somatic mutations in genes representing multiple pathways known to be involved in lung cancer. All assays can detect a mutation in & lt; 25% of a sample. Results: In the effort to analyze CTCs, we first analyzed 57 NSCLC cell lines with known mutations and confirmed known mutation status. Next, we successfully analyzed DNA from 90 frozen and matched FFPE NSCLC resected tissues. Analysis of unamplified and matched WGA cell line DNA quantity CNB and FNA equivalents gave the same mutational status results. Moving to CTC equivalents, we successfully analyzed cell line DNA and matched WGA DNA equivalents of 100–1000 cells with known EGFR L585R and KRAS G34A mutations and negative control DNA (negative for all assays). Next, WGA methodology for direct CTC cell lysate DNA amplification was developed using CTC cell number equivalents (3 – 200 cells) obtained from a typical clinical blood sample CTC preparation. Then, we directly compared unamplified and matched amplified CTC cell equivalents (50, 100, and 200 cells). Analysis of both unamplified and amplified CTC cell equivalents reported identical mutation status results. We have applied this methodology to spiked blood sample and clinical blood sample CTC fractions. Thus, we demonstrated that we are able to study mutations in multiple genes using small amount of DNA from CTC cell numbers in a high-throughput manner. Conclusion: We developed a robust method for accurately determine cancer-associated genetic mutations in NSCLC CTC cell number equivalent lysates using MALDI-TOF MS SNP analysis which can be applied to better understand the molecular characteristics of lung cancer during treatment and progression. As additional clinical NSCLC CTC samples are collected, we will continue applying this methodology to assess CTC mutation status as potential diagnostic and/or prognostic markers.
    Materialart: Online-Ressource
    ISSN: 1078-0432 , 1557-3265
    RVK:
    Sprache: Englisch
    Verlag: American Association for Cancer Research (AACR)
    Publikationsdatum: 2012
    ZDB Id: 1225457-5
    ZDB Id: 2036787-9
    Standort Signatur Einschränkungen Verfügbarkeit
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  • 7
    In: Clinical Cancer Research, American Association for Cancer Research (AACR), Vol. 20, No. 14 ( 2014-07-15), p. 3849-3861
    Kurzfassung: Purpose: To investigate the mechanisms of regulation and role associated with enhancer of zeste homolog 2 (EZH2) expression in lung cancer cells. Experimental Design: We investigated the mechanisms of EZH2 expression associated with the VEGF/VEGFR-2 pathway. Furthermore, we sought to determine the role of EZH2 in response of lung adenocarcinoma to platinum-based chemotherapy, as well as the effect of EZH2 depletion on VEGFR-2–targeted therapy in lung adenocarcinoma cell lines. In addition, we characterized EZH2 expression in lung adenocarcinoma specimens and correlated it with patients' clinical characteristics. Results: In this study, we demonstrate that VEGF/VEGFR-2 activation induces expression of EZH2 through the upregulation of E2F3 and hypoxia-inducible factor-1α (HIF1α), and downregulated expression of miR-101. EZH2 depletion by treatment with 3-deazaneplanocin A and knockdown by siRNA decreased the expression of EZH2 and H3K27me3, increased PARP-C level, reduced cell proliferation and migration, and increased sensitivity of the cells to treatment with cisplatin and carboplatin. In addition, high EZH2 expression was associated with poor overall survival in patients who received platinum-based adjuvant therapy, but not in patients who did not receive this therapy. Furthermore, we demonstrated for the first time that the inhibition of EZH2 greatly increased the sensitivity of lung adenocarcinoma cells to the anti–VEGFR-2 drug AZD2171. Conclusion: Our results suggest that the VEGF/VEGFR-2 pathway plays a role in regulation of EZH2 expression via E2F3, HIF1α, and miR-101. EZH2 depletion decreases the malignant potential of lung adenocarcinoma and sensitivity of the cells to both platinum-based and VEGFR-2–targeted therapy. Clin Cancer Res; 20(14); 3849–61. ©2014 AACR.
    Materialart: Online-Ressource
    ISSN: 1078-0432 , 1557-3265
    RVK:
    Sprache: Englisch
    Verlag: American Association for Cancer Research (AACR)
    Publikationsdatum: 2014
    ZDB Id: 1225457-5
    ZDB Id: 2036787-9
    Standort Signatur Einschränkungen Verfügbarkeit
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  • 8
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 71, No. 16 ( 2011-08-15), p. 5512-5521
    Kurzfassung: VEGF receptor-2 (VEGFR-2 or kinase insert domain receptor; KDR) is a known endothelial target also expressed in NSCLC tumor cells. We investigated the association between alterations in the KDR gene and clinical outcome in patients with resected non–small-cell lung carcinoma (NSCLC; n = 248). KDR copy number gains (CNG), measured by quantitative PCR and fluorescence in situ hybridization, were detected in 32% of tumors and associated with significantly higher KDR protein and higher microvessel density than tumors without CNGs. KDR CNGs were also associated with significantly increased risk of death (HR = 5.16; P = 0.003) in patients receiving adjuvant platinum-based chemotherapy, but no differences were observed in patients not receiving adjuvant therapy. To investigate potential mechanisms for these associations, we assessed NSCLC cell lines and found that KDR CNGs were significantly associated with in vitro resistance to platinum chemotherapy as well as increased levels of nuclear hypoxia inducible factor-1α (HIF-1α) in both NSCLC tumor specimens and cell lines. Furthermore, KDR knockdown experiments using small interfering RNA reduced platinum resistance, cell migration, and HIF-1α levels in cells bearing KDR CNGs, providing evidence for direct involvement of KDR. No KDR mutations were detected in exons 7, 11, and 21 by PCR-based sequencing; however, two variant single nucleotide polymorphism genotypes were associated with favorable overall survival in adenocarcinoma patients. Our findings suggest that tumor cell KDR CNGs may promote a more malignant phenotype including increased chemoresistance, angiogenesis, and HIF-1α levels, and that KDR CNGs may be a useful biomarker for identifying patients at high risk for recurrence after adjuvant therapy, a group that may benefit from VEGFR-2 blockade. Cancer Res; 71(16); 5512–21. ©2011 AACR.
    Materialart: Online-Ressource
    ISSN: 0008-5472 , 1538-7445
    RVK:
    RVK:
    Sprache: Englisch
    Verlag: American Association for Cancer Research (AACR)
    Publikationsdatum: 2011
    ZDB Id: 2036785-5
    ZDB Id: 1432-1
    ZDB Id: 410466-3
    Standort Signatur Einschränkungen Verfügbarkeit
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  • 9
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 72, No. 8_Supplement ( 2012-04-15), p. 4819-4819
    Kurzfassung: Background: Results from our Biomarkers-Integrated Approaches of Targeted Therapy for Lung Cancer Elimination (BATTLE) program suggest that patients with chemorefractory wild-type (wt) EGFR NSCLC including those with mutant KRAS may benefit from sorafenib. Using 3 different approaches, we tested the hypothesis that gene expression profiles from wild-type (wt) EGFR tumors may predict sorafenib efficacy by capturing effects on multiple targets. Material and Methods: Baseline tumor biopsies from 37 BATTLE patients (pts) with EGFR wt tumors and treated with sorafenib were profiled (Affymetrix Human Gene 1.ST), as well as 68 EGFR wt NSCLC cell lines with available IC50 to sorafenib (Illumina HumanWG-6 v3.0 expression beadchip). (i) We first developed an In vitro Sorafenib Signature (ISS). Correlation of IC50 with each individual probe expression level was computed. Most significant probes were summarized by the first principal component (PC), and correlated with IC50 of sorafenib. To validate the signature, the first PC was computed in BATTLE samples, and progression-free survival (PFS) of pts with high- vs. low-sensitivity signature was compared based on the median of the first PC. (ii) Alternatively, we developed a Clinical Sorafenib Signature (CSS) using BATTLE samples. We compared 23 (62%) pts who achieved 8-week disease control with 14 (38%) who did not (t-test). Most significant probesets were summarized by the first PC and PFS of pts with a high- vs. low-sensitivity signature were compared. To validate the signature, the first PC was computed in cell lines and correlated with IC50 of sorafenib. (iii) Finally, we tested a previously reported KRAS mutation gene expression signature derived by comparing genes differentially expressed in mutant vs. wt KRAS early stage resected lung adenocarcinomas, in 124 BATTLE samples including 24 mutant KRAS. Results: (i) The ISS included 50 probes. The first PC was correlated with the IC50 of sorafenib (rho = –0.71, P & lt; 0.0001). The ISS was then tested in BATTLE and PFS was significantly different in pts with the high- (median PFS 3.61 months) vs. the low-sensitivity signature (median PFS 1.84 months, log-rank P = 0.0263). (ii) The CSS developed in BATTLE included 80 probesets summarized using the first PC. PFS was significantly different in pts with the high- vs. the low-sensitivity signature (log-rank P & lt; 0.0001). The CSS was then tested in cell lines and the first PC was signicantly correlated with IC50 of sorafenib (rho = 0.24, P = 0.0483). (iii) Finally, the KRAS signature was significantly associated with KRAS mutation, but no association was observed with outcome in pts treated with sorafenib in BATTLE. Conclusion: We report 2 gene expression signatures, ISS and CSS, that predicted benefit from sorafenib in patients with chemorefractory NSCLC and in vitro sensitivity to sorafenib respectively. Further validation is planned in our ongoing BATTLE-2 program. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 103rd Annual Meeting of the American Association for Cancer Research; 2012 Mar 31-Apr 4; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2012;72(8 Suppl):Abstract nr 4819. doi:1538-7445.AM2012-4819
    Materialart: Online-Ressource
    ISSN: 0008-5472 , 1538-7445
    RVK:
    RVK:
    Sprache: Englisch
    Verlag: American Association for Cancer Research (AACR)
    Publikationsdatum: 2012
    ZDB Id: 2036785-5
    ZDB Id: 1432-1
    ZDB Id: 410466-3
    Standort Signatur Einschränkungen Verfügbarkeit
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  • 10
    Online-Ressource
    Online-Ressource
    American Association for Cancer Research (AACR) ; 2011
    In:  Cancer Research Vol. 71, No. 8_Supplement ( 2011-04-15), p. 354-354
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 71, No. 8_Supplement ( 2011-04-15), p. 354-354
    Kurzfassung: Introduction: The nuclear receptor (NR) superfamily, comprised of 48 transcription factors that govern complex physiologic and pathophysiologic processes, could represent a unique subset of biomarkers as well as therapeutic targets via selective receptor modulators for lung and other cancers. Aims and Methods: The goal of this initial study was to investigate the association between mRNA expression of the NR superfamily and the clinical outcome of lung cancer patients, and test whether a tumor NR gene signature provided useful information (over available clinical data) for lung cancer patients. Furthermore, diagnostic and therapeutic potential of the NR superfamily was to be assessed using 55 lung cell line as well as publicly available 129 microarray datasets. Results and Conclusions: Using quantitative real-time PCR to study nuclear receptor (NR) expression in 30 microdissected non-small cell lung cancers (NSCLCs) and their pair-matched normal lung epithelium, we found great variability in NR expression among patients’ tumor and non-involved lung epithelium, a strong association between NR expression and clinical outcome, and identified a NR gene signature from both normal and tumor tissues that predicted patient survival time and disease recurrence. This NR signature was validated in two independent microarray datasets derived from 559 resected lung adenocarcinomas, and cross-validated in 130 squamous cell lung cancers. Remarkably, two NRs, short heterodimeric partner (SHP) and progesterone receptor (PR), functioned as single gene predictors of NSCLC patient survival time, including those with stage I disease. Of equal interest, the studies of microdissected histologically normal epithelium from the matched tumors identified expression in normal (but not tumor epithelium) of NGF1B3 and MR as single gene predictors of good prognosis. Thus, NR expression provides a unique prognostic signature for lung cancer patient survival time, particularly for those with early stage disease. In addition, diagnostic potential of the NR superfamily was assessed using 129 Affymetrix HG-U133A microarray samples from which the 48 NR gene signatures were excerpted together with clinical information including a history of smoking. A prediction model using the NR signature was shown to have a significant diagnostic power with overall 84% accuracy of tumor incidence in the smokers. Finally, therapeutic potential of PPARγ, as a proof-of-concept, was preclinically assessed. Both in vitro and in vivo therapeutic evaluation of PPARγ revealed that individual members of the entire NR superfamily can be further developed into molecularly designed therapeutic targets for lung cancer treatment.Taken together, these results highly indicate that the NR superfamily is a potential theragnostic (therapeutic target, diagnostics, and prognostic biomarker) target for cancer patients. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 102nd Annual Meeting of the American Association for Cancer Research; 2011 Apr 2-6; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2011;71(8 Suppl):Abstract nr 354. doi:10.1158/1538-7445.AM2011-354
    Materialart: Online-Ressource
    ISSN: 0008-5472 , 1538-7445
    RVK:
    RVK:
    Sprache: Englisch
    Verlag: American Association for Cancer Research (AACR)
    Publikationsdatum: 2011
    ZDB Id: 2036785-5
    ZDB Id: 1432-1
    ZDB Id: 410466-3
    Standort Signatur Einschränkungen Verfügbarkeit
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