Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 27
Filtrar
2.
J Pediatr Pharmacol Ther ; 26(2): 163-171, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33603580

RESUMO

OBJECTIVES: The primary objective was to identify the number of residency projects presented at the Pediatric Pharmacy Association (PPA) Bruce Parks Memorial Residency Showcase that were subsequently published. Secondary objectives included a comparison of subsequent publications after residency completion between those who did and did not publish their residency project and an analysis of factors associated with subsequent publications. METHODS: This was a descriptive study including all pediatric-focused resident projects presented at the PPA Bruce Parks Memorial Residency Showcase from 2006 to 2015. Literature searches for all the pediatric-focused residency projects and any subsequent publications were performed. Data collection included residency type (i.e., postgraduate year 1 [PGY1], postgraduate year 2 [PGY2]), project category, and initial position after residency. A zero-inflated Poisson regression was used to analyze subsequent publication status while controlling for other factors. Statistical analyses were performed using SAS/STAT, with a priori p value < 0.05. RESULTS: There were 434 projects presented by 401 residents. Seventy-four (17.1%) were published, with the majority being PGY2s (74.3%). Subsequent publications were identified for 162 residents (40.4%), with a higher percentage in those who published their pediatric-focused residency project versus those who did not, 59.5% versus 32.8%, p < 0.001. Factors associated with subsequent publications were those who published their residency project, initial position in academia, and PGY2s. CONCLUSIONS: Of the residency projects presented at the showcase <20% were subsequently published. Those who published their residency research project were more likely to have subsequent publications. Future efforts should be taken to ensure that residents have the tools/confidence to independently publish their research/scholarship.

3.
J Am Pharm Assoc (2003) ; 61(4): e214-e217, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33582029

RESUMO

OBJECTIVES: The profession of pharmacy has long advocated for the advancement of practice through increased clinical responsibility. Provision of immunization related services has been one service pharmacists have been able to provide to add to their existing responsibilities. A universal influenza vaccination has been under investigation and is nearing success. While other clinical services should be considered, now more than ever, development of the universal vaccine should provide a pause for the profession and consideration of not only the impact on student learning opportunities but also pharmacy revenue. SUMMARY: The development of the universal influenza vaccination poses a potential challenge to existing service-related revenue models for community pharmacies. There are many other opportunities pharmacists can capitalize on including, but not limited to, travel and other vaccinations, point-of-care testing, and transitions-of-care. In addition, through initiatives such as "Flip the Pharmacy" and Community Pharmacy Enhanced Service Network, pharmacists are in a great position to be innovative with clinical services while continuing to provide learners with training opportunities. CONCLUSION: Many opportunities exist for pharmacists to expand services that lean into their clinical training and add other vaccination opportunities. These opportunities can augment revenue streams and still provide learners with training.


Assuntos
Serviços Comunitários de Farmácia , Influenza Humana , Humanos , Programas de Imunização , Influenza Humana/prevenção & controle , Farmacêuticos , Estações do Ano , Vacinação
5.
Nat Commun ; 10(1): 5735, 2019 12 16.
Artigo em Inglês | MEDLINE | ID: mdl-31844068

RESUMO

Reducing or eliminating persistent disparities in lung cancer incidence and survival has been challenging because our current understanding of lung cancer biology is derived primarily from populations of European descent. Here we show results from a targeted sequencing panel using NCI-MD Case Control Study patient samples and reveal a significantly higher prevalence of PTPRT and JAK2 mutations in lung adenocarcinomas among African Americans compared with European Americans. This increase in mutation frequency was validated with independent WES data from the NCI-MD Case Control Study and TCGA. We find that patients carrying these mutations have a concomitant increase in IL-6/STAT3 signaling and miR-21 expression. Together, these findings suggest the identification of these potentially actionable mutations could have clinical significance for targeted therapy and the enrollment of minority populations in clinical trials.


Assuntos
Adenocarcinoma de Pulmão/genética , Negro ou Afro-Americano/genética , Janus Quinase 2/genética , Neoplasias Pulmonares/genética , Proteínas Tirosina Fosfatases Classe 2 Semelhantes a Receptores/genética , Idoso , Estudos de Casos e Controles , Análise Mutacional de DNA , Feminino , Disparidades nos Níveis de Saúde , Humanos , Interleucina-6/metabolismo , Masculino , MicroRNAs/metabolismo , Pessoa de Meia-Idade , Mutação , Fator de Transcrição STAT3/metabolismo , Transdução de Sinais/genética , População Branca/genética
6.
Endocr Pract ; 25(6): 580-588, 2019 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-30865533

RESUMO

Objective: To report the rate of candidate actionable somatic mutations in patients with locally advanced and metastatic gastro-enteropancreatic (GEP) neuroendocrine tumors (NET) and of other genetic alterations that may be associated with tumorigenesis. Methods: A phase II mutation targeted therapy trial was conducted in patients with advanced well-differentiated G1/G2 GEP-NET. Mutations found in the mTOR pathway-associated genes led to treatment with the mTOR inhibitor everolimus, and were defined as actionable. Tumor deoxyribonucleic acid (DNA) from GEP-NET were sequenced and compared with germline DNA, using the OncoVAR-NET assay, designed for hybrid capture sequencing of 500 tumor suppressor genes and oncogenes. Somatic variants were called and copy-number (CN) variant analysis was performed. Results: Thirty patients (14 small-intestine, 8 pancreatic, 3 unknown primary NET, and 5 of other primary sites) harbored 37 lesions (4 patients had DNA of multiple lesions sequenced). Only 2 patients with sporadic NET (n = 26) had an actionable mutation leading to treatment with everolimus. Driver somatic mutations were detected in 18 of 30 patients (21/37 lesions sequenced). In the remaining samples without a driver mutation, CN alterations were found in 11/16 tumors (10/12 patients), including CN loss of chromosome (Chr) 18 (P<.05), CN gain of Chr 5, and loss of Chr 13. CN losses in Chr 18 were more common in patients without driver mutations detected. Pronounced genetic heterogeneity was detected in patients with multiple lesions sequenced. Conclusion: Genome-wide DNA sequencing may identify candidate actionable genes and lead to the identification of novel target genes for advanced well-differentiated GEP-NET. Abbreviations: Chr = chromosome; CN = copy number; DNA = deoxyribonucleic acid; FDA = Food and Drug Administration; GEP = gastro-enteropancreatic; MEN-1 = multiple endocrine neoplasia syndrome type 1; mTOR = mammalian target of rapamycin; NET = neuroendocrine tumor; PFS = progression-free survival; PNET = pancreatic neuroendocrine tumors; SINET = small-intestine neuroendocrine tumor.


Assuntos
Neoplasias Intestinais , Tumores Neuroendócrinos , Neoplasias Pancreáticas , Neoplasias Gástricas , Humanos
7.
Int J Cancer ; 141(10): 2002-2013, 2017 11 15.
Artigo em Inglês | MEDLINE | ID: mdl-28710771

RESUMO

Intratumoral heterogeneity at the genetic, epigenetic, transcriptomic, and morphologic levels is a commonly observed phenomenon in many aggressive cancer types. Clonal evolution during tumor formation and in response to therapeutic intervention can be predicted utilizing reverse engineering approaches on detailed genomic snapshots of heterogeneous patient tumor samples. In this study, we developed an extensive dataset for a GBM case via the generation of polyclonal and monoclonal glioma stem cell lines from initial diagnosis, and from multiple sections of distant tumor locations of the deceased patient's brain following tumor recurrence. Our analyses revealed the tissue-wide expansion of a new clone in the recurrent tumor and chromosome 7 gain and chromosome 10 loss as repeated genomic events in primary and recurrent disease. Moreover, chromosome 7 gain and chromosome 10 loss produced similar alterations in mRNA expression profiles in primary and recurrent tumors despite possessing other highly heterogeneous and divergent genomic alterations between the tumors. We identified ETV1 and CDK6 as putative candidate genes, and NFKB (complex), IL1B, IL6, Akt and VEGF as potential signaling regulators, as potentially central downstream effectors of chr7 gain and chr10 loss. Finally, the differences caused by the transcriptomic shift following gain of chromosome 7 and loss of chromosome 10 were consistent with those generally seen in GBM samples compared to normal brain in large-scale patient-tumor data sets.


Assuntos
Biomarcadores Tumorais/genética , Neoplasias Encefálicas/genética , Cromossomos Humanos Par 10/genética , Cromossomos Humanos Par 7/genética , Glioma/genética , Recidiva Local de Neoplasia/genética , Células-Tronco Neoplásicas/metabolismo , Animais , Neoplasias Encefálicas/patologia , Linhagem Celular Tumoral , Aberrações Cromossômicas , Perfilação da Expressão Gênica , Genômica/métodos , Glioma/patologia , Xenoenxertos , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Camundongos , Recidiva Local de Neoplasia/patologia , Células-Tronco Neoplásicas/patologia , Prognóstico
8.
Cancer Cell ; 32(1): 57-70.e3, 2017 07 10.
Artigo em Inglês | MEDLINE | ID: mdl-28648284

RESUMO

Intrahepatic cholangiocarcinoma (ICC) and hepatocellular carcinoma (HCC) are clinically disparate primary liver cancers with etiological and biological heterogeneity. We identified common molecular subtypes linked to similar prognosis among 199 Thai ICC and HCC patients through systems integration of genomics, transcriptomics, and metabolomics. While ICC and HCC share recurrently mutated genes, including TP53, ARID1A, and ARID2, mitotic checkpoint anomalies distinguish the C1 subtype with key drivers PLK1 and ECT2, whereas the C2 subtype is linked to obesity, T cell infiltration, and bile acid metabolism. These molecular subtypes are found in 582 Asian, but less so in 265 Caucasian patients. Thus, Asian ICC and HCC, while clinically treated as separate entities, share common molecular subtypes with similar actionable drivers to improve precision therapy.


Assuntos
Povo Asiático/genética , Carcinoma Hepatocelular/genética , Colangiocarcinoma/genética , Neoplasias Hepáticas/genética , Carcinoma Hepatocelular/diagnóstico , Colangiocarcinoma/diagnóstico , Análise por Conglomerados , Humanos , Estimativa de Kaplan-Meier , Neoplasias Hepáticas/diagnóstico , Prognóstico , Transcriptoma
9.
Sci Rep ; 7: 43605, 2017 03 03.
Artigo em Inglês | MEDLINE | ID: mdl-28256619

RESUMO

Glioblastoma, the most common primary malignant brain tumor, harbors a small population of tumor initiating cells (glioblastoma stem cells) that have many properties similar to neural stem cells. To investigate common regulatory networks in both neural and glioblastoma stem cells, we subjected both cell types to in-vitro differentiation conditions and measured global gene-expression changes using gene expression microarrays. Analysis of enriched transcription factor DNA-binding sites in the promoters of differentially expressed genes was used to reconstruct regulatory networks involved in differentiation. Computational predictions, which were biochemically validated, show an extensive overlap of regulatory circuitry between cell types including a network centered on the transcription factor KLF4. We further demonstrate that EGR1, a transcription factor previously shown to be downstream of the MAPK pathway, regulates KLF4 expression and that KLF4 in turn transcriptionally activates NOTCH as well as SOX2. These results demonstrate how known genomic alterations in glioma that induce constitutive activation of MAPK are transcriptionally linked to master regulators essential for neural stem cell identify.


Assuntos
Neoplasias Encefálicas/genética , Neoplasias Encefálicas/metabolismo , Glioblastoma/genética , Glioblastoma/metabolismo , Proteínas Quinases Ativadas por Mitógeno/metabolismo , Células-Tronco Neoplásicas/metabolismo , Células-Tronco Neurais/metabolismo , Animais , Sítios de Ligação , Biomarcadores , Neoplasias Encefálicas/patologia , Linhagem Celular Tumoral , Biologia Computacional/métodos , Progressão da Doença , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Redes Reguladoras de Genes , Estudo de Associação Genômica Ampla , Glioblastoma/patologia , Humanos , Fator 4 Semelhante a Kruppel , Camundongos , Gradação de Tumores , Ligação Proteica , Transdução de Sinais , Fatores de Transcrição/metabolismo , Transcriptoma
10.
Sci Transl Med ; 6(268): 268ra177, 2014 Dec 24.
Artigo em Inglês | MEDLINE | ID: mdl-25540324

RESUMO

Succinate dehydrogenase (SDH) is a conserved effector of cellular metabolism and energy production, and loss of SDH function is a driver mechanism in several cancers. SDH-deficient gastrointestinal stromal tumors (dSDH GISTs) collectively manifest similar phenotypes, including hypermethylated epigenomic signatures, tendency to occur in pediatric patients, and lack of KIT/PDGFRA mutations. dSDH GISTs often harbor deleterious mutations in SDH subunit genes (SDHA, SDHB, SDHC, and SDHD, termed SDHx), but some are SDHx wild type (WT). To further elucidate mechanisms of SDH deactivation in SDHx-WT GIST, we performed targeted exome sequencing on 59 dSDH GISTs to identify 43 SDHx-mutant and 16 SDHx-WT cases. Genome-wide DNA methylation and expression profiling exposed SDHC promoter-specific CpG island hypermethylation and gene silencing in SDHx-WT dSDH GISTs [15 of 16 cases (94%)]. Six of 15 SDHC-epimutant GISTs occurred in the setting of the multitumor syndrome Carney triad. We observed neither SDHB promoter hypermethylation nor large deletions on chromosome 1q in any SDHx-WT cases. Deep genome sequencing of a 130-kbp (kilo-base pair) window around SDHC revealed no recognizable sequence anomalies in SDHC-epimutant tumors. More than 2000 benign and tumor reference tissues, including stem cells and malignancies with a hypermethylator epigenotype, exhibit solely a non-epimutant SDHC promoter. Mosaic constitutional SDHC promoter hypermethylation in blood and saliva from patients with SDHC-epimutant GIST implicates a postzygotic mechanism in the establishment and maintenance of SDHC epimutation. The discovery of SDHC epimutation provides a unifying explanation for the pathogenesis of dSDH GIST, whereby loss of SDH function stems from either SDHx mutation or SDHC epimutation.


Assuntos
Tumores do Estroma Gastrointestinal/enzimologia , Tumores do Estroma Gastrointestinal/genética , Proteínas de Membrana/genética , Mutação/genética , Adolescente , Adulto , Criança , Metilação de DNA/genética , Ativação Enzimática , Feminino , Tumores do Estroma Gastrointestinal/sangue , Inativação Gênica , Humanos , Masculino , Proteínas de Membrana/deficiência , Pessoa de Meia-Idade , Mosaicismo , Regiões Promotoras Genéticas/genética , Adulto Jovem
11.
PLoS One ; 9(11): e111783, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25365423

RESUMO

Gliomas are mostly incurable secondary to their diffuse infiltrative nature. Thus, specific therapeutic targeting of invasive glioma cells is an attractive concept. As cells exit the tumor mass and infiltrate brain parenchyma, they closely interact with a changing micro-environmental landscape that sustains tumor cell invasion. In this study, we used a unique microarray profiling approach on a human glioma stem cell (GSC) xenograft model to explore gene expression changes in situ in Invading Glioma Cells (IGCs) compared to tumor core, as well as changes in host cells residing within the infiltrated microenvironment relative to the unaffected cortex. IGCs were found to have reduced expression of genes within the extracellular matrix compartment, and genes involved in cell adhesion, cell polarity and epithelial to mesenchymal transition (EMT) processes. The infiltrated microenvironment showed activation of wound repair and tissue remodeling networks. We confirmed by protein analysis the downregulation of EMT and polarity related genes such as CD44 and PARD3 in IGCs, and EFNB3, a tissue-remodeling agent enriched at the infiltrated microenvironment. OLIG2, a proliferation regulator and glioma progenitor cell marker upregulated in IGCs was found to function in enhancing migration and stemness of GSCs. Overall, our results unveiled a more comprehensive picture of the complex and dynamic cell autonomous and tumor-host interactive pathways of glioma invasion than has been previously demonstrated. This suggests targeting of multiple pathways at the junction of invading tumor and microenvironment as a viable option for glioma therapy.


Assuntos
Neoplasias Encefálicas/metabolismo , Proliferação de Células , Regulação Neoplásica da Expressão Gênica , Glioma/metabolismo , Proteínas de Neoplasias/biossíntese , Microambiente Tumoral , Adulto , Animais , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/patologia , Feminino , Glioma/genética , Glioma/patologia , Xenoenxertos , Humanos , Masculino , Camundongos , Camundongos SCID , Invasividade Neoplásica , Proteínas de Neoplasias/genética , Transplante de Neoplasias
12.
PLoS One ; 9(4): e94045, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24728236

RESUMO

In vitro and in vivo models are widely used in cancer research. Characterizing the similarities and differences between a patient's tumor and corresponding in vitro and in vivo models is important for understanding the potential clinical relevance of experimental data generated with these models. Towards this aim, we analyzed the genomic aberrations, DNA methylation and transcriptome profiles of five parental tumors and their matched in vitro isolated glioma stem cell (GSC) lines and xenografts generated from these same GSCs using high-resolution platforms. We observed that the methylation and transcriptome profiles of in vitro GSCs were significantly different from their corresponding xenografts, which were actually more similar to their original parental tumors. This points to the potentially critical role of the brain microenvironment in influencing methylation and transcriptional patterns of GSCs. Consistent with this possibility, ex vivo cultured GSCs isolated from xenografts showed a tendency to return to their initial in vitro states even after a short time in culture, supporting a rapid dynamic adaptation to the in vitro microenvironment. These results show that methylation and transcriptome profiles are highly dependent on the microenvironment and growth in orthotopic sites partially reverse the changes caused by in vitro culturing.


Assuntos
Glioma/genética , Células-Tronco Neoplásicas/metabolismo , Animais , Metilação de DNA/genética , Metilação de DNA/fisiologia , Feminino , Humanos , Técnicas In Vitro , Camundongos , Camundongos SCID , Polimorfismo de Nucleotídeo Único/genética , Análise de Componente Principal , Estudos Prospectivos , Células Tumorais Cultivadas
13.
PLoS One ; 7(12): e51407, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-23236496

RESUMO

Histone methylation regulates normal stem cell fate decisions through a coordinated interplay between histone methyltransferases and demethylases at lineage specific genes. Malignant transformation is associated with aberrant accumulation of repressive histone modifications, such as polycomb mediated histone 3 lysine 27 (H3K27me3) resulting in a histone methylation mediated block to differentiation. The relevance, however, of histone demethylases in cancer remains less clear. We report that JMJD3, a H3K27me3 demethylase, is induced during differentiation of glioblastoma stem cells (GSCs), where it promotes a differentiation-like phenotype via chromatin dependent (INK4A/ARF locus activation) and chromatin independent (nuclear p53 protein stabilization) mechanisms. Our findings indicate that deregulation of JMJD3 may contribute to gliomagenesis via inhibition of the p53 pathway resulting in a block to terminal differentiation.


Assuntos
Diferenciação Celular/fisiologia , Transformação Celular Neoplásica/metabolismo , Glioblastoma/fisiopatologia , Histona Desmetilases com o Domínio Jumonji/metabolismo , Células-Tronco Neoplásicas/fisiologia , Proteína Supressora de Tumor p53/metabolismo , Animais , Western Blotting , Primers do DNA/genética , Histonas/metabolismo , Humanos , Imuno-Histoquímica , Imunoprecipitação , Luciferases , Espectrometria de Massas , Camundongos , Camundongos SCID , Estabilidade Proteica , Reação em Cadeia da Polimerase em Tempo Real
14.
PLoS One ; 7(11): e47839, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-23139755

RESUMO

Glioblastoma Multiforme (GBM) is a tumor with high mortality and no known cure. The dramatic molecular and clinical heterogeneity seen in this tumor has led to attempts to define genetically similar subgroups of GBM with the hope of developing tumor specific therapies targeted to the unique biology within each of these subgroups. Recently, a subset of relatively favorable prognosis GBMs has been identified. These glioma CpG island methylator phenotype, or G-CIMP tumors, have distinct genomic copy number aberrations, DNA methylation patterns, and (mRNA) expression profiles compared to other GBMs. While the standard method for identifying G-CIMP tumors is based on genome-wide DNA methylation data, such data is often not available compared to the more widely available gene expression data. In this study, we have developed and evaluated a method to predict the G-CIMP status of GBM samples based solely on gene expression data.


Assuntos
Neoplasias Encefálicas/genética , Ilhas de CpG/genética , Metilação de DNA/genética , Bases de Dados Genéticas , Regulação Neoplásica da Expressão Gênica , Glioblastoma/genética , Análise por Conglomerados , Humanos , Estimativa de Kaplan-Meier , Modelos Genéticos , Análise de Componente Principal , RNA Mensageiro/genética , Reprodutibilidade dos Testes
15.
PLoS One ; 6(2): e14681, 2011 Feb 16.
Artigo em Inglês | MEDLINE | ID: mdl-21358821

RESUMO

Despite progress in the determination of miR interactions, their regulatory role in cancer is only beginning to be unraveled. Utilizing gene expression data from 27 glioblastoma samples we found that the mere knowledge of physical interactions between specific mRNAs and miRs can be used to determine associated regulatory interactions, allowing us to identify 626 associated interactions, involving 128 miRs that putatively modulate the expression of 246 mRNAs. Experimentally determining the expression of miRs, we found an over-representation of over(under)-expressed miRs with various predicted mRNA target sequences. Such significantly associated miRs that putatively bind over-expressed genes strongly tend to have binding sites nearby the 3'UTR of the corresponding mRNAs, suggesting that the presence of the miRs near the translation stop site may be a factor in their regulatory ability. Our analysis predicted a significant association between miR-128 and the protein kinase WEE1, which we subsequently validated experimentally by showing that the over-expression of the naturally under-expressed miR-128 in glioma cells resulted in the inhibition of WEE1 in glioblastoma cells.


Assuntos
Neoplasias Encefálicas/genética , Regulação Neoplásica da Expressão Gênica , Glioma/genética , MicroRNAs/fisiologia , Neoplasias Encefálicas/patologia , Proteínas de Ciclo Celular/genética , Células Cultivadas , Análise por Conglomerados , Biologia Computacional , Previsões/métodos , Perfilação da Expressão Gênica , Redes Reguladoras de Genes , Glioma/patologia , Humanos , MicroRNAs/genética , Análise em Microsséries , Proteínas Nucleares/genética , Proteínas Tirosina Quinases/genética , Transfecção , Regulação para Cima , Estudos de Validação como Assunto
16.
Bioinformatics ; 27(2): 220-4, 2011 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-21134890

RESUMO

MOTIVATION: Panels of cell lines such as the NCI-60 have long been used to test drug candidates for their ability to inhibit proliferation. Predictive models of in vitro drug sensitivity have previously been constructed using gene expression signatures generated from gene expression microarrays. These statistical models allow the prediction of drug response for cell lines not in the original NCI-60. We improve on existing techniques by developing a novel multistep algorithm that builds regression models of drug response using Random Forest, an ensemble approach based on classification and regression trees (CART). RESULTS: This method proved successful in predicting drug response for both a panel of 19 Breast Cancer and 7 Glioma cell lines, outperformed other methods based on differential gene expression, and has general utility for any application that seeks to relate gene expression data to a continuous output variable. IMPLEMENTATION: Software was written in the R language and will be available together with associated gene expression and drug response data as the package ivDrug at http://r-forge.r-project.org.


Assuntos
Antineoplásicos/farmacologia , Inteligência Artificial , Ensaios de Seleção de Medicamentos Antitumorais/métodos , Perfilação da Expressão Gênica , Algoritmos , Neoplasias da Mama/genética , Neoplasias da Mama/metabolismo , Linhagem Celular Tumoral , Feminino , Glioma/genética , Glioma/metabolismo , Humanos , Modelos Estatísticos , Software
17.
J Biomed Inform ; 43(6): 945-52, 2010 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-20828632

RESUMO

Molecular diagnostic tools are increasingly being used in an attempt to classify primary human brain tumors more accurately. While methods that are based on the analysis of individual gene expression prove to be useful for diagnostic purposes, they are devoid of biological significance since tumorgenesis is a concerted deregulation of multiple pathways rather than single genes. In a proof of concept, we utilize two large clinical data sets and show that the elucidation of enriched pathways and small differentially expressed sub-networks of protein interactions allow a reliable classification of glioblastomas and oligodendrogliomas. Applying a feature selection method, we observe that an optimized subset of pathways and subnetworks significantly improves the prediction accuracy. By determining the enrichment of altered genes in pathways and subnetworks we show that optimized subsets of genes rarely seem to be a target of genomic alteration. Our results suggest that groups of genes play a decisive role for the phenotype of the underlying tumor samples that can be utilized to reliably distinguish tumor types. In the absence of enrichment of genes that are genomically altered we assume that genetic changes largely exert an indirect rather than direct regulatory influence on a number of tumor-defining regulatory networks.


Assuntos
Neoplasias Encefálicas/classificação , Neoplasias Encefálicas/genética , Redes Reguladoras de Genes , Glioma/classificação , Glioma/genética , Bases de Dados Genéticas , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Oligodendroglioma/genética , Fenótipo
18.
Nat Med ; 15(12): 1369-76, 2009 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-19966776

RESUMO

We report that heat shock protein 90 (Hsp90) inhibitors selectively kill diffuse large B cell lymphomas (DLBCLs) that depend on the BCL-6 transcriptional repressor. We found that endogenous Hsp90 interacts with BCL-6 in DLBCL cells and can stabilize BCL-6 mRNA and protein. Hsp90 formed a complex with BCL-6 at its target promoters, and Hsp90 inhibitors derepressed BCL-6 target genes. A stable mutant of BCL-6 rescued DLBCL cells from Hsp90 inhibitor-induced apoptosis. BCL-6 and Hsp90 were almost invariantly coexpressed in the nuclei of primary DLBCL cells, suggesting that their interaction is relevant in this disease. We examined the pharmacokinetics, toxicity and efficacy of PU-H71, a recently developed purine-derived Hsp90 inhibitor. PU-H71 preferentially accumulated in lymphomas compared to normal tissues and selectively suppressed BCL-6-dependent DLBCLs in vivo, inducing reactivation of key BCL-6 target genes and apoptosis. PU-H71 also induced cell death in primary human DLBCL specimens.


Assuntos
Proteínas de Ligação a DNA/antagonistas & inibidores , Proteínas de Choque Térmico HSP90/antagonistas & inibidores , Linfoma de Células B/metabolismo , Proteínas de Ligação a DNA/metabolismo , Humanos , Linfoma de Células B/patologia , Ligação Proteica , Proteínas Proto-Oncogênicas c-bcl-6
19.
Clin Cancer Res ; 15(10): 3617-23, 2009 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-19417015

RESUMO

PURPOSE: Enzastaurin is a selective inhibitor of protein kinase C beta. Prior phase I studies did not show increased drug exposures with escalating once daily administration. Limits from gastrointestinal absorption may be overcome by twice daily dosing, potentially improving antitumor effects. EXPERIMENTAL DESIGN: We conducted a phase I dose escalation study in 26 patients with recurrent malignant glioma, stratified by use of enzyme-inducing antiepileptic drugs, to investigate whether divided twice daily dosing results in higher exposures compared with once daily dosing. Phosphorylated glycogen synthase 3 beta was analyzed as a potential biomarker of enzastaurin activity. RESULTS: Enzastaurin was poorly tolerated at all dose levels evaluated (500, 800, and 1,000 mg total daily), with thrombocytopenia and prolonged QTc as dose-limiting toxicities. The average drug concentration of enzastaurin under steady-state conditions was doubled by twice daily dosing compared with daily dosing [1.990; 90% confidence interval (CI), 1.450-2.730]. Additionally, geometric mean ratios doubled with 800 versus 500 mg dosing for both daily (2.687; 90% CI, 1.232-5.860) and twice daily regimens (1.852; 90% CI, 0.799-4.292). Two patients achieved long-term benefit (over 150 weeks progression free). CONCLUSIONS: Higher and more frequent dosing of enzastaurin resulted in improved drug exposure but with unacceptable toxicity at the doses tested. Phosphorylated glycogen synthase 3 beta may be a useful biomarker of the biological activity of enzastaurin. Enzastaurin has activity in a subset of malignant glioma patients and warrants continued study in combination with other agents using a maximal once daily dose of 500 mg.


Assuntos
Glioma/metabolismo , Indóis/farmacocinética , Adulto , Área Sob a Curva , Estudos Cross-Over , Relação Dose-Resposta a Droga , Glioma/tratamento farmacológico , Glioma/patologia , Quinase 3 da Glicogênio Sintase/sangue , Glicogênio Sintase Quinase 3 beta , Humanos , Indóis/efeitos adversos , Indóis/uso terapêutico , Síndrome do QT Longo/induzido quimicamente , Taxa de Depuração Metabólica , Recidiva Local de Neoplasia , Fosfoproteínas/sangue , Proteína Quinase C/antagonistas & inibidores , Proteína Quinase C beta , Análise de Sobrevida , Trombocitopenia/induzido quimicamente
20.
Cancer Res ; 69(5): 2091-9, 2009 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-19244127

RESUMO

Gliomas are the most common type of primary brain tumors in adults and a significant cause of cancer-related mortality. Defining glioma subtypes based on objective genetic and molecular signatures may allow for a more rational, patient-specific approach to therapy in the future. Classifications based on gene expression data have been attempted in the past with varying success and with only some concordance between studies, possibly due to inherent bias that can be introduced through the use of analytic methodologies that make a priori selection of genes before classification. To overcome this potential source of bias, we have applied two unsupervised machine learning methods to genome-wide gene expression profiles of 159 gliomas, thereby establishing a robust glioma classification model relying only on the molecular data. The model predicts for two major groups of gliomas (oligodendroglioma-rich and glioblastoma-rich groups) separable into six hierarchically nested subtypes. We then identified six sets of classifiers that can be used to assign any given glioma to the corresponding subtype and validated these classifiers using both internal (189 additional independent samples) and two external data sets (341 patients). Application of the classification system to the external glioma data sets allowed us to identify previously unrecognized prognostic groups within previously published data and within The Cancer Genome Atlas glioblastoma samples and the different biological pathways associated with the different glioma subtypes offering a potential clue to the pathogenesis and possibly therapeutic targets for tumors within each subtype.


Assuntos
Neoplasias Encefálicas/classificação , Perfilação da Expressão Gênica , Glioma/classificação , Adulto , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/mortalidade , Neoplasias Encefálicas/patologia , Glioma/genética , Glioma/mortalidade , Glioma/patologia , Humanos , Pessoa de Meia-Idade
SELEÇÃO DE REFERÊNCIAS
DETALHE DA PESQUISA