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1.
Proc Natl Acad Sci U S A ; 106(13): 5312-7, 2009 Mar 31.
Artigo em Inglês | MEDLINE | ID: mdl-19279207

RESUMO

We investigated the clinical implications of lung developmental transcription factors (TTF-1, NKX2-8, and PAX9) that we recently discovered as cooperating oncogenes activated by way of gene amplification at chromosome 14q13 in lung cancer. Using stable transfectants of human bronchial epithelial cells, RNA expression profiles (signatures) representing activation of the biological pathways defined by each of the 3 genes were determined and used to risk stratify a non-small-cell lung cancer (NSCLC) clinical data set consisting of 91 early stage tumors. Coactivation of the TTF-1 and NKX2-8 pathways identified a cluster of patients with poor survival, representing approximately 20% of patients with early stage NSCLC, whereas activation of individual pathways did not reveal significant prognostic power. Importantly, the poor prognosis associated with coactivation of TTF-1 and NKX2-8 was validated in 2 other independent clinical data sets. Furthermore, lung cancer cell lines showing coactivation of the TTF-1 and NKX2-8 pathways were shown to exhibit resistance to cisplatin, the standard of care for the treatment of NSCLC. This suggests that the cohort of patients with coactivation of TTF-1 and NKX2-8 pathways appears to be resistant to standard cisplatin therapy, suggesting the need for alternative therapies in this cohort of high-risk patients.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/diagnóstico , Proteínas de Ligação a DNA/metabolismo , Proteínas de Homeodomínio/metabolismo , Fator de Transcrição PAX9/metabolismo , Fatores de Transcrição/metabolismo , Carcinoma Pulmonar de Células não Pequenas/mortalidade , Carcinoma Pulmonar de Células não Pequenas/patologia , Cromossomos Humanos Par 14 , Estudos de Coortes , Amplificação de Genes , Perfilação da Expressão Gênica , Humanos , Neoplasias Pulmonares , Oncogenes , Prognóstico , Medição de Risco , Taxa de Sobrevida
2.
Cancer Invest ; 28(7): 765-73, 2010 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-20569070

RESUMO

The host immune response can impact cancer growth, prognosis, and response to therapy. In colorectal cancer, the presence of cells involved with T-cell-mediated adaptive immunity predicts survival better than the current staging method. We used the expression of genes recently associated with host immune responses (T(H1)-mediated adaptive immunity, inflammation, and immune suppression) to perform hierarchical clustering of multiple large cohorts of cancer specimens to determine if immune-related gene expression resulted in clinical significant groupings of tumors. Microarray data from prostate cancer (n = 79), breast cancer (n = 132), lung cancer (n = 84), glioblastoma multiforme (n = 120), and lymphoma (n = 127) were analyzed. Among adenocarcinomas, the T(H1)-mediated adaptive immunity genes were consistently associated with better prognosis, while genes associated with inflammation and immune suppression were variably associated with outcome. Specifically, increased expression of the T(H1)-mediated adaptive immunity genes was associated with good prognosis in breast cancer patients under 45 years of age (p = .04, hazard ratio [HR] = 0.42) and in prostate cancer patients (p = .03, HR = 0.36) but not in lung cancer patients (p = 0.45, HR = 1.37). In lymphoma, patients with increased expression of inflammation and immune suppression genes had better prognosis than those expressing the T(H1)-mediated adaptive immunity genes (p = .01, HR = 0.43) and in glioblastoma multiforme, the expression of inflammation genes conferred improved prognosis than those expressing immune suppression genes (p = 0.05, HR = 0.62). In aggregate, the gene expression signatures implicating specific components of the immune response hold prognostic import across solid tumors.


Assuntos
Imunidade Adaptativa , Tolerância Imunológica/imunologia , Inflamação/genética , Neoplasias/genética , Neoplasias/imunologia , Adenocarcinoma/genética , Adenocarcinoma/imunologia , Adulto , Análise por Conglomerados , Feminino , Expressão Gênica , Perfilação da Expressão Gênica , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico
3.
J Am Coll Surg ; 214(4): 599-606; discussion 606-7, 2012 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-22342786

RESUMO

BACKGROUND: Treatment of peritoneal metastases from appendiceal and colon cancer with cytoreductive surgery and hyperthermic intraperitoneal chemotherapy (HIPEC) shows great promise. Although long-term disease-free survival is achieved in some cases with this procedure, many patients have recurrence. Oncologists have treated such recurrences of appendiceal cancer similarly to colorectal carcinoma, which has been largely ineffective. This study uses gene expression analysis of peritoneal metastases to better understand these neoplasms. STUDY DESIGN: From a prospectively maintained database and tissue bank, 41 snap frozen samples of peritoneal metastases (26 appendiceal, 15 colorectal) from patients undergoing HIPEC with complete cytoreduction and more than 3 years of follow-up underwent global gene expression analysis. Distinct phenotypes were identified using unsupervised hierarchical clustering based on differential gene expression. Survival curves restratified by genotype were generated. RESULTS: Three distinct phenotypes were found, 2 consisting of predominantly low grade appendiceal samples (10 of 13 in Cluster 1 and 15 of 20 in Cluster 2) and 1 consisting of predominantly colorectal samples (7 of 8 in Cluster 3). Cluster 1 consisted of patients with good prognosis and Clusters 2 and 3 consisted of patients with poor prognosis (p = 0.006). Signatures predicted survival of low- (Cluster 1) vs high-risk (Cluster 2) appendiceal (p = 0.04) and low-risk appendiceal (Cluster 1) vs colon primary (Cluster 3) (p = 0.0002). CONCLUSIONS: This study represents the first use of gene expression profiling for appendiceal cancer, and demonstrates genomic signatures quite distinct from colorectal cancer, confirming their unique biology. Consequently, therapy for appendiceal lesions extrapolated from colonic cancer regimens may be unfounded. These phenotypes may predict outcomes guiding patient management.


Assuntos
Neoplasias do Apêndice/genética , Neoplasias do Colo/genética , Perfilação da Expressão Gênica , Neoplasias Peritoneais/genética , Neoplasias do Apêndice/mortalidade , Neoplasias do Apêndice/patologia , Neoplasias do Apêndice/terapia , Análise por Conglomerados , Neoplasias do Colo/mortalidade , Neoplasias do Colo/patologia , Neoplasias do Colo/terapia , Terapia Combinada , Seguimentos , Marcadores Genéticos , Genótipo , Humanos , Estimativa de Kaplan-Meier , Análise de Sequência com Séries de Oligonucleotídeos , Neoplasias Peritoneais/mortalidade , Neoplasias Peritoneais/secundário , Neoplasias Peritoneais/terapia , Fenótipo , Prognóstico , Estudos Prospectivos , Taxa de Sobrevida
4.
Mol Cancer Ther ; 11(7): 1500-1509, 2012 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-22351745

RESUMO

Despite advances in contemporary chemotherapeutic strategies, long-term survival still remains elusive for patients with metastatic colorectal cancer. A better understanding of the molecular markers of drug sensitivity to match therapy with patient is needed to improve clinical outcomes. In this study, we used in vitro drug sensitivity data from the NCI-60 cell lines together with their Affymetrix microarray data to develop a gene expression signature to predict sensitivity to oxaliplatin. To validate our oxaliplatin sensitivity signature, patient-derived colorectal cancer explants (PDCCE) were developed in nonobese diabetic/severe combined immunodeficient (NOD/SCID) mice from resected human colorectal tumors. Analysis of gene expression profiles found similarities between the PDCCEs and their parental human tumors, suggesting their utility to study drug sensitivity in vivo. The oxaliplatin sensitivity signature was then validated in vivo with response data from 14 PDCCEs treated with oxaliplatin and was found to have an accuracy of 92.9% (sensitivity = 87.5%; specificity = 100%). Our findings suggest that PDCCEs can be a novel source to study drug sensitivity in colorectal cancer. Furthermore, genomic-based analysis has the potential to be incorporated into future strategies to optimize individual therapy for patients with metastatic colorectal cancer.


Assuntos
Antineoplásicos/farmacologia , Neoplasias Colorretais/genética , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Compostos Organoplatínicos/farmacologia , Animais , Linhagem Celular Tumoral , Análise por Conglomerados , Modelos Animais de Doenças , Perfilação da Expressão Gênica , Humanos , Camundongos , Oxaliplatina , Prognóstico , Transplante Heterólogo
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