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RATIONALE: Global gene expression analysis provides a comprehensive molecular characterization of non-small cell lung cancer (NSCLC). OBJECTIVES: To evaluate the feasibility of integrating expression profiling into routine clinical work-up by including both surgical and minute bronchoscopic biopsies and to develop a robust prognostic gene expression signature. METHODS: Tissue samples from 41 chemotherapy-naive patients with NSCLC and 15 control patients with inflammatory lung diseases were obtained during routine clinical work-up and gene expression profiles were gained using an oligonucleotide array platform (NovaChip; 34'207 transcripts). Gene expression signatures were analyzed for correlation with histological and clinical parameters and validated on independent published data sets and immunohistochemistry. MEASUREMENTS AND MAIN RESULTS: Diagnostic signatures for adenocarcinoma and squamous cell carcinoma reached a sensitivity of 80%/80% and a specificity of 83%/94%, respectively, dependent on the proportion of tumor cells. Sixty-seven of the 100 most discriminating genes were validated with independent observations from the literature. A 13-gene metagene refined on four external data sets was built and validated on an independent data set. The metagene was a strong predictor of survival in our data set (hazard ratio = 7.7, 95% CI [2.8-21.2]) and in the independent data set (hazard ratio = 1.6, 95% CI [1.2-2.2]) and in both cases independent of the International Union against Cancer staging. Vascular endothelial growth factor-beta, one of the key prognostic genes, was further validated by immunohistochemistry on 508 independent tumor samples. CONCLUSIONS: Integration of functional genomics from small bronchoscopic biopsies allows molecular tumor classification and prediction of survival in NSCLC and might become a powerful adjunct for the daily clinical practice.
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Carcinoma Pulmonar de Células não Pequenas/genética , Carcinoma Pulmonar de Células não Pequenas/patologia , Perfilação da Expressão Gênica , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/patologia , Pulmão/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Biópsia , Carcinoma Pulmonar de Células não Pequenas/mortalidade , Carcinoma Pulmonar de Células não Pequenas/cirurgia , Estudos de Viabilidade , Feminino , Humanos , Estimativa de Kaplan-Meier , Neoplasias Pulmonares/mortalidade , Neoplasias Pulmonares/cirurgia , Masculino , Metagenômica , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Análise de Sequência com Séries de Oligonucleotídeos , Fenótipo , Valor Preditivo dos Testes , Prognóstico , Modelos de Riscos Proporcionais , Análise de Sobrevida , Fator B de Crescimento do Endotélio Vascular/genéticaRESUMO
BACKGROUND: Interstitial fibrosis and tubular atrophy (IF/TA) in renal transplants are the major morphological correlates of progressive graft deterioration. Early diagnosis of IF/TA is a pre-requisite for a timely therapeutic intervention in patients at risk. To evaluate events occurring before the overt onset of IF/TA, gene expression profiling of 3-month protocol biopsies from patients with IF/TA was performed in a patient group (n = 8) who developed mild IF/TA [chronic allograft nephropathy (CAN) grade I, by the Banff scoring system] in the subsequent 6-month protocol biopsy ('progressors'), and in 12 patients without IF/TA at 6 months ('non-progressors'). METHODS: RNA was extracted, labelled and hybridized to human specific genome wide DNA microarrays. Normalized data were subjected to gene-centric and pathway-centric statistical methods. RESULTS: Compared to the non-progressors, the 3-month biopsies of the progressor group showed overexpression of several genes that are important in the T- and B-cell activation and immune response. Genes involved in pro-fibrotic processes were identified in the biopsies of the progressors that preceded the observed IF/TA at 6 months. Furthermore, several genes with transporter and metabolic functions were underrepresented in the progressors in the 3-month biopsies. CONCLUSION: Gene expression profiling of early protocol biopsies identified changes in the transcriptome of grafts, which may be important for the development of IF/TA. Such early detection of transcriptome changes can facilitate the identification of patients at risk shifting the intervention time point well before the histological diagnosis of irreversible IF/TA.
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Atrofia/genética , Fibrose/genética , Perfilação da Expressão Gênica , Rejeição de Enxerto/genética , Transplante de Rim , Túbulos Renais/metabolismo , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Atrofia/metabolismo , Atrofia/patologia , Biomarcadores/metabolismo , Biópsia , Criança , Feminino , Fibrose/metabolismo , Fibrose/patologia , Genoma Humano , Rejeição de Enxerto/metabolismo , Humanos , Técnicas Imunoenzimáticas , Túbulos Renais/patologia , Masculino , Pessoa de Meia-Idade , Análise de Sequência com Séries de Oligonucleotídeos , Prognóstico , Transplante Homólogo , Adulto JovemRESUMO
BACKGROUND AND AIM OF THE WORK: Sarcoidosis is a chronic granulomatous disorder of unknown etiology. In most patients the disease is self-limited, although for reasons unclear, others progress or die from progressive organ fibrosis. Growth factors have been implicated in the pathogenesis of other fibrotic lung conditions. We have, therefore, examined the relationship between growth factor expression and disease phenotype in sarcoidosis. METHODS: Adopting a target gene approach utilizing gene expression arrays, growth factor gene expression profile was analyzed in the peripheral blood of 12 patients and 12 healthy controls. Expression, functional activity and the effect of oligonucleotide antisense treatment on selected proteins differentially expressed in progressive sarcoidosis were then tested in vitro on primary human lung fibroblasts. RESULTS: Genes regulating angiogenesis were preferentially upregulated in the self-limited form of disease, while early growth response-1 and interleukin-6 were predominantly activated in progressive sarcoidosis. Increased expression of early growth response-1 in sarcoid lung was confirmed by immunohistochemistry. Stimulated human fibroblasts also rapidly expressed interleukin-6 and early growth response-1 and these proteins were found to mediate serum-induced fibroblast proliferation as proliferation could be significantly abrogated with interleukin-6 and early growth response-1 antisense oligonucelotides. CONCLUSION: We conclude that progressive pulmonary sarcoidosis is characterized by a fibroproliferative dysregulation potentially triggered by early growth response-1 and interleukin-6. Our disease model underlines the inability of steroids to prevent ongoing fibroproliferation in the lung.
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Divisão Celular/fisiologia , Proteína 1 de Resposta de Crescimento Precoce/metabolismo , Fibroblastos/metabolismo , Interleucina-6/metabolismo , Sarcoidose Pulmonar/patologia , Estudos de Casos e Controles , Divisão Celular/efeitos dos fármacos , Linhagem Celular , Proteína 1 de Resposta de Crescimento Precoce/genética , Fibroblastos/efeitos dos fármacos , Fibroblastos/fisiologia , Expressão Gênica , Humanos , Imuno-Histoquímica , Interleucina-6/genética , Oligonucleotídeos Antissenso/genética , Oligonucleotídeos Antissenso/metabolismo , Fator de Crescimento Derivado de Plaquetas/farmacologiaRESUMO
Mice deficient in the CD4 molecule (CD4-/-) are widely used to evaluate the requirement for CD4+ T cell help in viral, tumoral, and transplantation immunity. Previous studies, showing that CD4-/- mice develop impaired contact hypersensitivity (CHS) responses, have suggested that CD4+ T cells are required for the optimal induction of this skin inflammatory reaction. other studies have, however, demonstrated that CHS was mediated by CD8+ T cells, without the need for CD4+ T cell help. Here, we show that CD4-/- mice develop a normal delayed-type hypersensitivity response to protein antigen, which is mediated by major histocompatibility molecules class II-restricted CD4-CD8- T cells, but a decreased CHS response to 2,4-dinitro-fluorobenezene. Analysis of the hapten-specific T cell pool demonstrates that priming of CD8+ T cells occurred normally in CD4-/- mice, as assessed by specific proliferative responses and interferon-gamma (IFN-gamma) production of purified CD8+ T cells. Furthermore, CD8+ T cells were able to adoptively transfer a normal CHS reaction. In contrast, total lymph node cells from CD4-/- mice showed decreased IFN-gamma production and diminished specific cytotoxic T lymphocytes (CTL) activity, which could be reversed by in vitro restimulation with hapten-pulsed class II-deficient antigen-presenting cells. These data confirm that class I-restricted CD8+ T cells can fully develop in effectors of CHS in the absence of CD4+ T cell help and suggest that the impaired CHS in CD4-/- mice is because of the presence of a class II-restricted T cell subset, which controls CHS by inhibiting hapten-specific CTL responses.
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Antígenos CD4/genética , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD8-Positivos/imunologia , Dermatite de Contato/genética , Dermatite de Contato/imunologia , Animais , Apresentação de Antígeno/imunologia , Linfócitos T CD4-Positivos/citologia , Linfócitos T CD8-Positivos/citologia , Movimento Celular/imunologia , Haptenos/imunologia , Antígenos de Histocompatibilidade Classe II/imunologia , Interferon gama/genética , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Mutantes , Linfócitos T Citotóxicos/citologia , Linfócitos T Citotóxicos/imunologiaRESUMO
Non-small cell lung cancer (NSCLC) is a leading cause of death worldwide. Targeted monotherapies produce high regression rates, albeit for limited patient subgroups, who inevitably succumb. We present a novel strategy for identifying customized combinations of triplets of targeted agents, utilizing a simplified interventional mapping system (SIMS) that merges knowledge about existent drugs and their impact on the hallmarks of cancer. Based on interrogation of matched lung tumor and normal tissue using targeted genomic sequencing, copy number variation, transcriptomics, and miRNA expression, the activation status of 24 interventional nodes was elucidated. An algorithm was developed to create a scoring system that enables ranking of the activated interventional nodes for each patient. Based on the trends of co-activation at interventional points, combinations of drug triplets were defined in order to overcome resistance. This methodology will inform a prospective trial to be conducted by the WIN consortium, aiming to significantly impact survival in metastatic NSCLC and other malignancies.
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Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Neoplasias Pulmonares/tratamento farmacológico , Medicina de Precisão/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma Pulmonar de Células não Pequenas/genética , Carcinoma Pulmonar de Células não Pequenas/metabolismo , Carcinoma Pulmonar de Células não Pequenas/patologia , Feminino , Humanos , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/metabolismo , Neoplasias Pulmonares/patologia , Masculino , Pessoa de Meia-Idade , Terapia de Alvo Molecular/métodos , TranscriptomaRESUMO
The ascomycin macrolactam pimecrolimus is a novel inflammatory cytokine release inhibitor that so far has not been administered systemically to humans. In this phase I/II randomized double-blind, placebo-controlled, multiple rising dose proof of concept study psoriasis patients were treated with oral pimecrolimus or placebo. Gene profiling identified a common genomic profile with a downregulation of genes associated with inflammation but no changes in gene expression linked to drug-related side-effects. A steady state of pimecrolimus was reached after 5-10 d, Cmax, and area under the curve (0-24) was 54.5 ng per ml and 589.9 ng h per ml, respectively, at steady state at the highest dose. There was clear clinical efficacy in patients receiving 20 mg pimecrolimus twice daily and 30 mg twice daily with a reduction of Psoriasis Area and Severity Index by 60% and 75%, respectively. Histopatho logically and immunopathologically there was a reversion of the psoriatic phenotype towards normal. There were no notable clinical, laboratory, kidney function, or immunologic side-effects. We conclude that pimecrolimus taken orally is highly effective in a concentration-dependent manner in patients with psoriasis and on a short-term basis it is well tolerated and this is confirmed by its pharmacogenomic profile. The latter also indicates that pimecrolimus should be equally effective in other inflammatory skin diseases.
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Anti-Inflamatórios não Esteroides/uso terapêutico , Psoríase/tratamento farmacológico , Tacrolimo/análogos & derivados , Tacrolimo/uso terapêutico , Adulto , Relação Dose-Resposta a Droga , Método Duplo-Cego , Feminino , Seguimentos , Perfilação da Expressão Gênica , Humanos , Masculino , Pessoa de Meia-Idade , Psoríase/genética , Psoríase/imunologia , Recidiva , Tacrolimo/efeitos adversos , Tacrolimo/farmacocinéticaRESUMO
BACKGROUND: Sarcoidosis is a systemic disorder of unknown cause, highly variable phenotype and unpredictable outcome. Antigen processing, inflammatory response and immunomodulation appear critical to development and prognosis of the disease. METHODS: We performed a comprehensive genomic analysis, applying high-density human GeneChip probe arrays (HUG95A, Affymetrix Inc.) for gene expression profiling from peripheral blood of patients with acute pulmonary sarcoidosis (n = 12) and matched healthy controls (n = 12), mean age 36 +/- 12 and 33 +/- 10 years respectively. RESULTS: At follow-up (18 [15-24] months), 7 patients had self-limited disease and 5 had persistent disease. Significantly different expression comparing patients and controls was identified for 1,860 (14.9%) and 729 (5.8%) gene products at p = 0.05 and p = 0.01 levels respectively. Genes closely associated with persistent disease included HLA-DRB1*1501 DQB1*0602, TNFA, NFKB, cyclic AMP-responsive element modulator (CREM) and T-cell activation marker CD69. IL1B, IL8, growth related (GRO)-beta/-gamma and CCR 2,5,6 were closely associated with self-limited disease. CONCLUSION: We hypothesize that, in self-limited disease, greater effector cell activation leads to successful antigen elimination/tolerance, whereas HLA-DRB1*1501 DQBI*0602-mediated, probably defective/partial T-lymphocyte activation results in an inefficient primary immune response, antigen intolerance and persistent disease.
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Apresentação de Antígeno/genética , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Genômica , Sarcoidose Pulmonar/genética , Sarcoidose Pulmonar/imunologia , Adulto , Estudos de Casos e Controles , Progressão da Doença , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Análise de Sequência com Séries de Oligonucleotídeos , Prognóstico , Sarcoidose Pulmonar/patologiaRESUMO
Ultraviolet B light is responsible for the development of skin cancer through inhibition of cellular immune responses in the skin. Here, we addressed the question of the mechanisms involved in UVB-induced immune suppression. We used a model of antigen-specific skin inflammation, the contact hypersensitivity (CHS) reaction to DNFB, which is mediated by CD8+ effector T cells and down-regulated by CD4+ T cells. We show that UVB have opposite effects on CD4+ and CD8+ T cells. UVB irradiation reduced the number of activated CD8+ T cells in the lymphoid organs and impaired their functional activity. This resulted in deficient infiltration of IFN-gamma producing CD8+ T cells at challenged site and consequently in the inability to develop an antigen-specific CHS reaction. This effect is mediated by CD4+ suppressor cells, since in the absence of CD4+ T cells (MHC class II-KO mice and CD4+ T cell-depleted mice), UVB have no immunosuppressive effects. Indeed, UVB-irradiated CD4+ T cell-deficient mice have a normal frequency of IFN-gamma-producing hapten-specific CD8+ T cells in the lymphoid organs and develop a normal CHS reaction to DNFB. Thus, in the absence of CD4+ T cells, UVB do not alter the priming of MHC class I-restricted CD8+ effector T cells. Collectively, these data show that UVB-induced immune suppression is secondary to preferential activation of CD4+ suppressor T cells and not to deficient priming and expansion of the effector CD8+ T cell population. This may have important implications for the prevention of UV-induced skin cancers.
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Linfócitos T CD4-Positivos/efeitos da radiação , Linfócitos T CD8-Positivos/efeitos da radiação , Dermatite de Contato/imunologia , Animais , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD8-Positivos/imunologia , Células Dendríticas/imunologia , Células Dendríticas/efeitos da radiação , Dinitrofluorbenzeno , Modelos Animais de Doenças , Relação Dose-Resposta à Radiação , Haptenos/imunologia , Terapia de Imunossupressão , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Nitrobenzenos , Pele/imunologia , Pele/efeitos da radiação , Raios Ultravioleta/efeitos adversosRESUMO
Transcriptomics could contribute significantly to the early and specific diagnosis of rejection episodes by defining 'molecular Banff' signatures. Recently, the description of pathogenesis-based transcript sets offered a new opportunity for objective and quantitative diagnosis. Generating high-quality transcript panels is thus critical to define high-performance diagnostic classifier. In this study, a comparative analysis was performed across four different microarray datasets of heterogeneous sample collections from two published clinical datasets and two own datasets including biopsies for clinical indication, and samples from nonhuman primates. We characterized a common transcriptional profile of 70 genes, defined as acute rejection transcript set (ARTS). ARTS expression is significantly up-regulated in all AR samples as compared with stable allografts or healthy kidneys, and strongly correlates with the severity of Banff AR types. Similarly, ARTS were tested as a classifier in a large collection of 143 independent biopsies recently published by the University of Alberta. Results demonstrate that the 'in silico' approach applied in this study is able to identify a robust and reliable molecular signature for AR, supporting a specific and sensitive molecular diagnostic approach for renal transplant monitoring.
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Perfilação da Expressão Gênica , Rejeição de Enxerto/genética , Rejeição de Enxerto/patologia , Transplante de Rim , Análise de Sequência com Séries de Oligonucleotídeos , Doença Aguda , Adulto , Biópsia , Feminino , Humanos , Rim/patologia , Rim/fisiologia , Masculino , Pessoa de Meia-Idade , Transplante Homólogo , Adulto JovemRESUMO
"Variability is the law of life, and as no two faces are the same, so no two bodies are alike, and no two individuals react alike and behave alike under the abnormal conditions which we know as disease." Sir William Osler (1849-1919). All human beings are different and some of these differences are the variations in response to xenobiotics. Personalized medicine means: the right patient population, the right drug, the right dose, the right indication, and administration at the right time. This review provides an update on concepts of personalized therapy for lung cancer.
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Toxicogenomics represents the merging of toxicology with technologies that have been developed, together with bioinformatics, to identify and quantify global gene expression changes. It represents a new paradigm in drug development and risk assessment, which promises to generate a wealth of information towards an increased understanding of the molecular mechanisms that lead to drug toxicity and efficacy, and of DNA polymorphisms responsible for individual susceptibility to toxicity. Gene expression profiling, through the use of DNA microarray and proteomic technologies will aid in establishing links between expression profiles, mode of action and traditional toxic endpoints. Such patterns of gene expression, or 'molecular fingerprints' could be used as diagnostic or predictive markers of exposure, that is characteristic of a specific mechanism of induction of that toxic or efficacious effect. It is anticipated that toxicogenomics will be increasingly integrated into all phases of the drug development process particularly in mechanistic and predictive toxicology, and biomarker discovery. This review provides an overview of the expression profiling technologies applied in toxicogenomics. and discusses the promises as well as the future challenges of applying this discipline to the drug development process.
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Desenho de Fármacos , Toxicogenética , Animais , Biomarcadores , Biologia Computacional , Perfilação da Expressão Gênica , Genômica , Humanos , Análise de Sequência com Séries de Oligonucleotídeos , Reação em Cadeia da Polimerase , Proteômica , ToxicologiaRESUMO
Contact hypersensitivity (CHS) is a T cell-mediated, Ag-specific skin inflammation induced by skin exposure to haptens in sensitized individuals. Th1/T cytotoxic 1 cells are effector cells of CHS, whereas Th2/T regulatory CD4(+) T cells have down-regulating properties. We have previously shown that CHS to 2,4-dinitrofluorobenzene is mediated by specific CD8(+) effector cells, whose cytolytic activity is mandatory for induction of skin inflammation. In this study, using immunohistochemistry and RT-PCR analysis, we show that CD8(+) T cells are rapidly recruited into the skin at the site of hapten challenge before the onset of clinical and histological signs of skin inflammation. This early CD8(+) T cell recruitment is concomitant with: 1) transient IFN-gamma mRNA expression suggesting local activation of effector cells; and 2) induction of keratinocyte (KC) apoptosis which gradually increased to a maximum at the peak of the CHS response. Alternatively, skin infiltration of CD4(+) T cells occurred later and coincided with the peak of the CHS reaction and the beginning of the resolution of skin inflammation. Mice deficient in CD8(+) T cells did not develop CHS, whereas mice deficient in CD4(+) T cells developed an enhanced inflammatory response with increased numbers of CD8(+) T cells recruited in the skin associated with massive KC apoptosis. These data show that CHS is due to the early and selective recruitment in the skin of CD8(+) T cytotoxic 1 effector cells responsible for KC apoptosis.