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1.
Infect Immun ; 80(2): 539-49, 2012 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-22144481

RESUMO

Enterococcus faecalis is a member of the mammalian gastrointestinal microflora that has become a leading cause of nosocomial infections over the past several decades. E. faecalis must be able to adapt its physiology based on its surroundings in order to thrive in a mammalian host as both a commensal and a pathogen. We employed recombinase-based in vivo expression technology (RIVET) to identify promoters on the E. faecalis OG1RF chromosome that were specifically activated during the course of infection in a rabbit subdermal abscess model. The RIVET screen identified 249 putative in vivo-activated loci, over one-third of which are predicted to generate antisense transcripts. Three predicted antisense transcripts were detected in in vitro- and in vivo-grown cells, providing the first evidence of in vivo-expressed antisense RNAs in E. faecalis. Deletions in the in vivo-activated genes that encode glutamate 5-kinase (proB [EF0038]), the transcriptional regulator EbrA (ebrA [EF1809]), and the membrane metalloprotease Eep (eep [EF2380]) did not hinder biofilm formation in in vitro assays. In a rabbit model of endocarditis, the ΔebrA strain was fully virulent, the ΔproB strain was slightly attenuated, and the Δeep strain was severely attenuated. The Δeep virulence defect could be complemented by the expression of the wild-type gene in trans. Microscopic analysis of early Δeep biofilms revealed an abundance of small cellular aggregates that were not observed in wild-type biofilms. This work illustrates the use of a RIVET screen to provide information about the temporal activation of genes during infection, resulting in the identification and confirmation of a new virulence determinant in an important pathogen.


Assuntos
Proteínas de Bactérias/metabolismo , Enterococcus faecalis/metabolismo , Regulação Bacteriana da Expressão Gênica/fisiologia , Proteínas de Membrana/metabolismo , RNA Antissenso/metabolismo , RNA Bacteriano/metabolismo , Recombinases/metabolismo , Abscesso/microbiologia , Animais , Proteínas de Bactérias/genética , Biofilmes , Endocardite Bacteriana/microbiologia , Enterococcus faecalis/genética , Enterococcus faecalis/patogenicidade , Técnicas Genéticas , Infecções por Bactérias Gram-Positivas/microbiologia , Proteínas de Membrana/genética , RNA Antissenso/genética , Coelhos
2.
Mol Cell Biochem ; 338(1-2): 255-61, 2010 May.
Artigo em Inglês | MEDLINE | ID: mdl-20054616

RESUMO

Sprouty1 (Spry1) is a conserved antagonist of FGF signaling. The goal of this study was to further explore the downstream mechanisms governing Spry1 inhibition of endothelial cell proliferation. Up-regulation of Spry1 in HUVECs inhibited tube formation on Matrigel (n = 6, P < 0.001). This was associated with decreased proliferation as measured by BrdU incorporation (n = 6, P < 0.001) and increased protein expression of the cyclin-dependent kinase inhibitor 1A (CDKN1A), p21 and cyclin-dependent kinase inhibitor 1B (CDKN1B), p27. A transcriptional analysis using a targeted human angiogenesis array following up-regulation of Spry1 demonstrated a >2-fold increase in an anti-angiogenic factor, serpin peptidase inhibitor, clad F (Serpinf1), and a >2-fold decrease in pro-angiogenic factors fms-related tyrosine kinase 1 (FLT1), angiopoietin2 (Ang-2), and placental growth factor (PGF) (n = 2). To define upstream mechanisms that may regulate endogenous Spry1, we performed a search for responsive elements upstream of the promoter region. This search resulted in the identification of multiple degenerate hypoxia responsive elements. Exposure to hypoxia resulted in a significant increase in Spry1 expression (n = 8, P < 0.01). These findings shed new light on downstream signaling pathways associated with Spry1 anti-proliferative responses, and provide new evidence that hypoxia stimulates Spry1 expression.


Assuntos
Inibidor de Quinase Dependente de Ciclina p21/metabolismo , Inibidor de Quinase Dependente de Ciclina p27/metabolismo , Proteínas de Membrana/metabolismo , Neovascularização Fisiológica , Fosfoproteínas/metabolismo , Proliferação de Células , Células Cultivadas , Inibidor de Quinase Dependente de Ciclina p21/genética , Inibidor de Quinase Dependente de Ciclina p27/genética , Células Endoteliais/citologia , Células Endoteliais/fisiologia , Humanos , Hipóxia/metabolismo , Proteínas de Membrana/genética , Fosfoproteínas/genética , Regiões Promotoras Genéticas , RNA Mensageiro/metabolismo , Transdução de Sinais/fisiologia , Regulação para Cima
3.
J Bacteriol ; 191(8): 2806-14, 2009 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-19218379

RESUMO

The ability of Enterococcus faecalis to form robust biofilms on host tissues and on abiotic surfaces such as catheters likely plays a major role in the pathogenesis of opportunistic antibiotic-resistant E. faecalis infections and in the transfer of antibiotic resistance genes. We have carried out a comprehensive analysis of genetic determinants of biofilm formation in the core genome of E. faecalis. Here we describe 68 genetic loci predicted to be involved in biofilm formation that were identified by recombinase in vivo expression technology (RIVET); most of these genes have not been studied previously. Differential expression of a number of these determinants during biofilm growth was confirmed by quantitative reverse transcription-PCR, and genetic complementation studies verified a role in biofilm formation for several candidate genes. Of particular interest was genetic locus EF1809, predicted to encode a regulatory protein of the GntR family. We isolated 14 independent nonsibling clones containing the putative promoter region for this gene in the RIVET screen; EF1809 also showed the largest increase in expression during biofilm growth of any of the genes tested. Since an in-frame deletion of EF1809 resulted in a severe biofilm defect that could be complemented by the cloned wild-type gene, we have designated EF1809 ebrA (enterococcal biofilm regulator). Most of the novel genetic loci identified in our studies are highly conserved in gram-positive bacterial pathogens and may thus constitute a pool of uncharacterized genes involved in biofilm formation that may be useful targets for drug discovery.


Assuntos
Proteínas de Bactérias/fisiologia , Biofilmes/crescimento & desenvolvimento , Enterococcus faecalis/fisiologia , Genes Bacterianos , DNA Bacteriano/genética , Enterococcus faecalis/genética , Deleção de Genes , Perfilação da Expressão Gênica , Regulação Bacteriana da Expressão Gênica , Teste de Complementação Genética
4.
Cancer Res ; 67(9): 4069-78, 2007 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-17483317

RESUMO

Multiple myeloma is an incurable plasma cell malignancy for which existing animal models are limited. We have previously shown that the targeted expression of the transgenes c-Myc and Bcl-X(L) in murine plasma cells produces malignancy that displays features of human myeloma, such as localization of tumor cells to the bone marrow and lytic bone lesions. We have isolated and characterized in vitro cultures and adoptive transfers of tumors from Bcl-xl/Myc transgenic mice. Tumors have a plasmablastic morphology and variable expression of CD138, CD45, CD38, and CD19. Spectral karyotyping analysis of metaphase chromosomes from primary tumor cell cultures shows that the Bcl-xl/Myc tumors contain a variety of chromosomal abnormalities, including trisomies, translocations, and deletions. The most frequently aberrant chromosomes are 12 and 16. Three sites for recurring translocations were also identified on chromosomes 4D, 12F, and 16C. Gene expression profiling was used to identify differences in gene expression between tumor cells and normal plasma cells (NPC) and to cluster the tumors into two groups (tumor groups C and D), with distinct gene expression profiles. Four hundred and ninety-five genes were significantly different between both tumor groups and NPCs, whereas 124 genes were uniquely different from NPCs in tumor group C and 204 genes were uniquely different from NPCs in tumor group D. Similar to human myeloma, the cyclin D genes are differentially dysregulated in the mouse tumor groups. These data suggest the Bcl-xl/Myc tumors are similar to a subset of plasmablastic human myelomas and provide insight into the specific genes and pathways underlying the human disease.


Assuntos
Modelos Animais de Doenças , Genes myc , Mieloma Múltiplo/genética , Plasmocitoma/genética , Proteína bcl-X/genética , Animais , Linhagem Celular Tumoral , Instabilidade Cromossômica , Ciclina D , Ciclinas/genética , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Heterogeneidade Genética , Humanos , Camundongos , Camundongos Transgênicos , Mieloma Múltiplo/metabolismo , Mieloma Múltiplo/patologia , Plasmocitoma/metabolismo , Plasmocitoma/patologia
5.
BMC Genomics ; 9: 364, 2008 Jul 31.
Artigo em Inglês | MEDLINE | ID: mdl-18671858

RESUMO

BACKGROUND: Anaplasma phagocytophilum (Ap) is an obligate intracellular bacterium and the agent of human granulocytic anaplasmosis, an emerging tick-borne disease. Ap alternately infects ticks and mammals and a variety of cell types within each. Understanding the biology behind such versatile cellular parasitism may be derived through the use of tiling microarrays to establish high resolution, genome-wide transcription profiles of the organism as it infects cell lines representative of its life cycle (tick; ISE6) and pathogenesis (human; HL-60 and HMEC-1). RESULTS: Detailed, host cell specific transcriptional behavior was revealed. There was extensive differential Ap gene transcription between the tick (ISE6) and the human (HL-60 and HMEC-1) cell lines, with far fewer differentially transcribed genes between the human cell lines, and all disproportionately represented by membrane or surface proteins. There were Ap genes exclusively transcribed in each cell line, apparent human- and tick-specific operons and paralogs, and anti-sense transcripts that suggest novel expression regulation processes. Seven virB2 paralogs (of the bacterial type IV secretion system) showed human or tick cell dependent transcription. Previously unrecognized genes and coding sequences were identified, as were the expressed p44/msp2 (major surface proteins) paralogs (of 114 total), through elevated signal produced to the unique hypervariable region of each - 2/114 in HL-60, 3/114 in HMEC-1, and none in ISE6. CONCLUSION: Using these methods, whole genome transcription profiles can likely be generated for Ap, as well as other obligate intracellular organisms, in any host cells and for all stages of the cell infection process. Visual representation of comprehensive transcription data alongside an annotated map of the genome renders complex transcription into discernable patterns.


Assuntos
Anaplasma phagocytophilum/genética , Biologia Computacional , Perfilação da Expressão Gênica/métodos , Genoma Bacteriano , Carrapatos/microbiologia , Animais , Linhagem Celular , DNA Complementar/genética , Humanos , Análise de Sequência com Séries de Oligonucleotídeos/métodos , RNA Bacteriano/genética , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Especificidade da Espécie , Transcrição Gênica
6.
Appl Environ Microbiol ; 74(11): 3377-86, 2008 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-18408066

RESUMO

Enterococcus faecalis is a gram-positive commensal bacterium of the gastrointestinal tract and an important opportunistic pathogen. Despite the increasing clinical significance of the enterococci, most of the genetic analysis of these organisms has focused on mobile genetic elements, and existing tools for manipulation and analysis of the core E. faecalis chromosome are limited. We are interested in a comprehensive analysis of the genetic determinants for biofilm formation encoded within the core E. faecalis genome. To identify such determinants, we developed a substantially improved system for transposon mutagenesis in E. faecalis based on a mini-mariner transposable element. Mutagenesis of wild-type E. faecalis with this element yielded predominantly mutants carrying a single copy of the transposable element, and insertions were distributed around the entire chromosome in an apparently random fashion. We constructed a library of E. faecalis transposon insertion mutants and screened this library to identify mutants exhibiting a defect in biofilm formation. Biofilm-defective mutants were found to carry transposon insertions both in genes that were previously known to play a role in biofilm formation and in new genes lacking any known function; for several genes identified in the screen, complementation analysis confirmed a direct role in biofilm formation. These results provide significant new information about the genetics of enterococcal biofilm formation and demonstrate the general utility of our transposon system for functional genomic analysis of E. faecalis.


Assuntos
Biofilmes/crescimento & desenvolvimento , Elementos de DNA Transponíveis , Enterococcus faecalis/genética , Genoma , Mutagênese Insercional/métodos , Cromossomos Bacterianos , Enterococcus faecalis/fisiologia , Enterococcus faecalis/ultraestrutura , Genes Bacterianos , Teste de Complementação Genética , Microscopia Eletrônica de Varredura
7.
PLoS Biol ; 3(8): e254, 2005 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-16089502

RESUMO

Although several reports have characterized the hematopoietic stem cell (HSC) transcriptome, the roles of HSC-specific genes in hematopoiesis remain elusive. To identify candidate regulators of HSC fate decisions, we compared the transcriptome of human umbilical cord blood and bone marrow (CD34+)(CD33-)(CD38-)Rho(lo)(c-kit+) cells, enriched for hematopoietic stem/progenitor cells with (CD34+)(CD33-)(CD38-)Rho(hi) cells, enriched in committed progenitors. We identified 277 differentially expressed transcripts conserved in these ontogenically distinct cell sources. We next performed a morpholino antisense oligonucleotide (MO)-based functional screen in zebrafish to determine the hematopoietic function of 61 genes that had no previously known function in HSC biology and for which a likely zebrafish ortholog could be identified. MO knock down of 14/61 (23%) of the differentially expressed transcripts resulted in hematopoietic defects in developing zebrafish embryos, as demonstrated by altered levels of circulating blood cells at 30 and 48 h postfertilization and subsequently confirmed by quantitative RT-PCR for erythroid-specific hbae1 and myeloid-specific lcp1 transcripts. Recapitulating the knockdown phenotype using a second MO of independent sequence, absence of the phenotype using a mismatched MO sequence, and rescue of the phenotype by cDNA-based overexpression of the targeted transcript for zebrafish spry4 confirmed the specificity of MO targeting in this system. Further characterization of the spry4-deficient zebrafish embryos demonstrated that hematopoietic defects were not due to more widespread defects in the mesodermal development, and therefore represented primary defects in HSC specification, proliferation, and/or differentiation. Overall, this high-throughput screen for the functional validation of differentially expressed genes using a zebrafish model of hematopoiesis represents a major step toward obtaining meaningful information from global gene profiling of HSCs.


Assuntos
Perfilação da Expressão Gênica/métodos , Genômica/métodos , Células-Tronco Hematopoéticas/metabolismo , Peixe-Zebra/genética , ADP-Ribosil Ciclase 1/análise , Animais , Antígenos CD/análise , Antígenos CD34/análise , Antígenos de Diferenciação Mielomonocítica/análise , Diferenciação Celular , Linhagem da Célula , Proliferação de Células , Sangue Fetal/citologia , Citometria de Fluxo , Células-Tronco Hematopoéticas/citologia , Humanos , Proteínas de Membrana/genética , Proteínas de Membrana/fisiologia , Família Multigênica/fisiologia , Proteínas do Tecido Nervoso/genética , Proteínas do Tecido Nervoso/fisiologia , Análise de Sequência com Séries de Oligonucleotídeos , Fosfoproteínas/genética , Fosfoproteínas/fisiologia , RNA Mensageiro/metabolismo , Rodamina 123/análise , Lectina 3 Semelhante a Ig de Ligação ao Ácido Siálico , Peixe-Zebra/embriologia , Proteínas de Peixe-Zebra/genética , Proteínas de Peixe-Zebra/fisiologia
8.
Circulation ; 114(1 Suppl): I16-20, 2006 Jul 04.
Artigo em Inglês | MEDLINE | ID: mdl-16820567

RESUMO

BACKGROUND: Combination therapy consisting of mechanical unloading using a left ventricular assist device (LVAD) and pharmacological intervention can promote recovery from end-stage heart failure, but the mechanism is unknown. Preliminary microarray analysis revealed a significant and unexpected decrease in myocardial arginine:glycine amidinotransferase (AGAT) gene expression during recovery in these patients. The aim of this study was to evaluate the expression and role of AGAT expression in heart failure and recovery. METHODS AND RESULTS: We used quantitative real time (TaqMan) polymerase chain reaction to examine myocardial AGAT mRNA expression in implant and explant samples from recovering patients after combination therapy (n=12), end-stage heart failure (ESHF) samples from stable patients undergoing transplantation without LVAD support (n=10), and donor hearts with normal hemodynamic function (n=8). AGAT mRNA expression was significantly elevated in all heart failure patients relative to donors (4.3-fold [P<0.001] and 2.7-fold [P<0.005] in LVAD and ESHF relative to donors, respectively) and returned to normal levels after recovery. AGAT enzyme activity was detectable in both human and rat myocardia and was elevated in heart failure. CONCLUSIONS: Our data highlight local and potentially regulated expression of AGAT activity in the myocardium and suggest a specific response to heart failure involving elevated local creatine synthesis. These findings have implications both for the management of recovery patients undergoing combination therapy and for heart failure in general.


Assuntos
Amidinotransferases/biossíntese , Insuficiência Cardíaca/enzimologia , Miocárdio/enzimologia , Adolescente , Adulto , Amidinotransferases/genética , Animais , Criança , Sistemas Computacionais , Convalescença , Creatina/metabolismo , Metabolismo Energético , Indução Enzimática , Feminino , Perfilação da Expressão Gênica , Insuficiência Cardíaca/genética , Insuficiência Cardíaca/cirurgia , Transplante de Coração , Coração Auxiliar , Humanos , Rim/enzimologia , Fígado/enzimologia , Masculino , Pessoa de Meia-Idade , Músculo Esquelético/enzimologia , Análise de Sequência com Séries de Oligonucleotídeos , Especificidade de Órgãos , Reação em Cadeia da Polimerase , RNA Mensageiro/biossíntese , Ratos
9.
Circulation ; 112(9 Suppl): I46-50, 2005 Aug 30.
Artigo em Inglês | MEDLINE | ID: mdl-16159864

RESUMO

BACKGROUND: Patients who undergo mechanical support with a left ventricular assist device (LVAD) exhibit reverse remodeling and in some cases recover from heart failure. We have developed a combination therapy using LVAD support combined with pharmacological therapy to maximize reverse remodeling, followed by the beta2 adrenergic agonist clenbuterol. We recently found that clenbuterol induces insulin-like growth factor I (IGF-I) in cardiac myocytes in vitro. The purpose of this study is to examine IGF-I expression in recovery patients after combination therapy. METHODS AND RESULTS: Myocardial mRNA levels were determined by real-time quantitative polymerase chain reaction in 12 recovery patients (at LVAD implantation, explantation, and 1 year after explantation). IGF-I mRNA was elevated at the time of LVAD explantation relative to donors, with 2 groups distinguishable: Those with low IGF-I mRNA at implantation who showed significant increase during recovery and those with high IGF-I mRNA at implantation who remained high. Levels returned to normal by 1 year after explantation. Microarray analysis of implantation and explantation samples of recovery patients further revealed elevated IGF-II and IGF binding proteins IGFBP4 and IGFBP6. IGF-I levels correlated with stromal cell-derived factor mRNA measured both in LVAD patients and in a wider cohort of heart failure patients. CONCLUSIONS: The data suggest involvement of elevated myocardial IGF-I mRNA in recovery. IGF-I may act to limit atrophy and apoptosis during reverse remodeling and to promote repair and regeneration in concert with stromal cell derived factor.


Assuntos
Agonistas Adrenérgicos beta/uso terapêutico , Clembuterol/uso terapêutico , Insuficiência Cardíaca/metabolismo , Coração Auxiliar , Fator de Crescimento Insulin-Like I/biossíntese , Agonistas de Receptores Adrenérgicos beta 2 , Cardiomiopatia Dilatada/complicações , Cardiomiopatia Dilatada/cirurgia , Quimiocina CXCL12 , Quimiocinas CXC/biossíntese , Quimiocinas CXC/genética , Terapia Combinada , Convalescença , Seguimentos , Perfilação da Expressão Gênica , Insuficiência Cardíaca/tratamento farmacológico , Insuficiência Cardíaca/etiologia , Insuficiência Cardíaca/genética , Insuficiência Cardíaca/cirurgia , Humanos , Proteína 4 de Ligação a Fator de Crescimento Semelhante à Insulina/biossíntese , Proteína 4 de Ligação a Fator de Crescimento Semelhante à Insulina/genética , Proteína 6 de Ligação a Fator de Crescimento Semelhante à Insulina/biossíntese , Proteína 6 de Ligação a Fator de Crescimento Semelhante à Insulina/genética , Fator de Crescimento Insulin-Like I/genética , Fator de Crescimento Insulin-Like II/biossíntese , Fator de Crescimento Insulin-Like II/genética , Miocárdio/metabolismo , Análise de Sequência com Séries de Oligonucleotídeos , RNA Mensageiro/biossíntese , Regeneração , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Volume Sistólico , Remodelação Ventricular/genética
10.
Circulation ; 112(9 Suppl): I57-64, 2005 Aug 30.
Artigo em Inglês | MEDLINE | ID: mdl-16159866

RESUMO

BACKGROUND: After left ventricular-assist device (LVAD) support, a proportion of patients recover sufficient ventricular function to enable explantation of the device. The exact molecular mechanisms involved in myocardial recovery remain unknown. Cytoskeletal proteins are essential for the structure and function of the cardiac myocyte and might play a major role. METHODS AND RESULTS: A total of 15 patients with nonischemic cardiomyopathy who required LVAD implantation were studied; 6 recovered sufficiently to allow explantation of the device compared with 9 who did not recover and required transplantation. LV myocardial samples were collected at implantation and explantation/transplantation. Affymetrix microarray analysis was performed on the paired samples and analyzed with reference to sarcomeric and nonsarcomeric cytoskeletal proteins. In the recovery group, of the nonsarcomeric proteins, lamin A/C increased 1.5-fold (P<0.05) and spectrin 1.6-fold (P<0.05) between the times of implantation and explantation. Integrins beta1, beta6, and alpha7 decreased 1.7-fold (P<0.05), 2.4-fold (P<0.05), and 1.5-fold (P<0.05), respectively, but integrins alpha5 and beta5 increased 2.3-fold (P<0.01) and 1.2-fold (P<0.01) at explantation. The following sarcomeric proteins changed in the recovered group only: beta-actin increased 1.4-fold (P<0.05); alpha-tropomyosin, 1.3-fold (P<0.05); alpha1-actinin, 1.8-fold (P<0.01); and alpha-filamin A, 1.6-fold (P<0.05). Both troponin T3 and alpha2-actinin decreased by 1.6-fold at the time of explantation (P<0.05). Vinculin decreased 1.7-fold (P=0.001) in the recovered group but increased by 1.7-fold (P<0.05) in the nonrecovered group. Vinculin protein levels decreased 4.1-fold in the recovered group. CONCLUSIONS: Myocardial recovery was associated with a specific pattern of changes in sarcomeric, nonsarcomeric, and membrane-associated proteins, which could have important implications in understanding the mechanisms involved.


Assuntos
Cardiomiopatias/genética , Proteínas do Citoesqueleto/biossíntese , Perfilação da Expressão Gênica , Coração Auxiliar , Miócitos Cardíacos/metabolismo , Agonistas de Receptores Adrenérgicos beta 2 , Agonistas Adrenérgicos beta/uso terapêutico , Adulto , Cardiomiopatias/complicações , Cardiomiopatias/tratamento farmacológico , Cardiomiopatias/metabolismo , Cardiomiopatias/cirurgia , Fármacos Cardiovasculares/uso terapêutico , Clembuterol/uso terapêutico , Terapia Combinada , Convalescença , Proteínas do Citoesqueleto/genética , Remoção de Dispositivo , Feminino , Insuficiência Cardíaca/tratamento farmacológico , Insuficiência Cardíaca/etiologia , Insuficiência Cardíaca/genética , Insuficiência Cardíaca/cirurgia , Hemodinâmica , Humanos , Integrinas/biossíntese , Integrinas/genética , Masculino , Pessoa de Meia-Idade , Análise de Sequência com Séries de Oligonucleotídeos , Período Pós-Operatório , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Resultado do Tratamento
11.
BMC Bioinformatics ; 6: 205, 2005 Aug 24.
Artigo em Inglês | MEDLINE | ID: mdl-16120216

RESUMO

BACKGROUND: Human heart failure is a complex disease that manifests from multiple genetic and environmental factors. Although ischemic and non-ischemic heart disease present clinically with many similar decreases in ventricular function, emerging work suggests that they are distinct diseases with different responses to therapy. The ability to distinguish between ischemic and non-ischemic heart failure may be essential to guide appropriate therapy and determine prognosis for successful treatment. In this paper we consider discriminating the etiologies of heart failure using gene expression libraries from two separate institutions. RESULTS: We apply five new statistical methods, including partial least squares, penalized partial least squares, LASSO, nearest shrunken centroids and random forest, to two real datasets and compare their performance for multiclass classification. It is found that the five statistical methods perform similarly on each of the two datasets: it is difficult to correctly distinguish the etiologies of heart failure in one dataset whereas it is easy for the other one. In a simulation study, it is confirmed that the five methods tend to have close performance, though the random forest seems to have a slight edge. CONCLUSIONS: For some gene expression data, several recently developed discriminant methods may perform similarly. More importantly, one must remain cautious when assessing the discriminating performance using gene expression profiles based on a small dataset; our analysis suggests the importance of utilizing multiple or larger datasets.


Assuntos
Perfilação da Expressão Gênica/métodos , Insuficiência Cardíaca/classificação , Insuficiência Cardíaca/genética , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Interpretação Estatística de Dados , Humanos , Modelos Lineares , Masculino , Modelos Genéticos , Modelos Estatísticos , Isquemia Miocárdica/complicações
12.
Physiol Genomics ; 18(3): 284-9, 2004 Aug 11.
Artigo em Inglês | MEDLINE | ID: mdl-15306693

RESUMO

We screened a compendium of gene profiles from 19 paired human heart samples harvested at the time of implant and explant of a left ventricular assist device (LVAD) for novel genes regulating the Ras/MEK/ERK cascade. From this analysis we identified Sprouty1, an evolutionally conserved gene that acts as an intrinsic inhibitor of the Ras/MEK/ERK pathway. Sprouty1 mRNA and protein were significantly upregulated in the heart in response to mechanical unloading with a LVAD. The upregulation of Sprouty1 in the heart following mechanical unloading was accompanied by a significant decrease in phosphorylated ERK1/2. Gain of function experiments demonstrated that upregulation of Sprouty1 in isolated cardiac myocytes led to a significant decrease and altered kinetics of ERK1/2 phosphorylation. Immunohistochemistry of human hearts revealed that Sprouty1 was also expressed in the microvasculature. Upregulation of Sprouty1 in endothelial cells led to a significant decrease in VEGF-induced endothelial cell proliferation. To our knowledge, these findings are the first to define Sprouty expression in the heart and suggest that Sprouty1 may serve as an intrinsic mediator governing ventricular remodeling through a coordinated coupling of both myocyte and vascular alterations in response to mechanical load.


Assuntos
Regulação Enzimológica da Expressão Gênica/fisiologia , Regulação da Expressão Gênica/genética , Sistema de Sinalização das MAP Quinases/fisiologia , Proteínas de Membrana/genética , Proteínas de Membrana/fisiologia , Miocárdio/enzimologia , Fosfoproteínas/genética , Fosfoproteínas/fisiologia , Animais , Animais Recém-Nascidos , Células COS/química , Células COS/metabolismo , Bovinos , Chlorocebus aethiops , Endotélio Vascular/química , Endotélio Vascular/citologia , Endotélio Vascular/metabolismo , Perfilação da Expressão Gênica/métodos , Coração Auxiliar , Humanos , Camundongos , Miocárdio/química , Miocárdio/metabolismo , Miócitos Cardíacos/química , Miócitos Cardíacos/metabolismo , Regulação para Cima/genética
13.
Physiol Genomics ; 17(3): 283-91, 2004 May 19.
Artigo em Inglês | MEDLINE | ID: mdl-14872006

RESUMO

Mechanical unloading of the heart with a left ventricular assist device (LVAD) significantly decreases mortality in patients with heart failure. Moreover, it provides a human model to define the critical regulatory genes governing myocardial remodeling in response to significant reductions in wall stress. Statistical analysis of a gene expression library of 19 paired human heart samples harvested at the time of LVAD implant and again at explant revealed a set of 22 genes that were downregulated and 85 genes that were upregulated in response to mechanical unloading with a false discovery rate of less than 1%. The analysis revealed a high percentage of genes involved in the regulation of vascular networks including neuropilin-1 (a VEGF receptor), FGF9, Sprouty1, stromal-derived factor 1, and endomucin. Taken together these findings suggest that mechanical unloading alters the regulation of vascular organization and migration in the heart. In addition to vascular signaling networks, GATA-4 binding protein, a critical mediator of myocyte hypertrophy, was significantly downregulated following mechanical unloading. In summary, these findings may have important implications for defining the role of mechanical stretch and load on autocrine/paracrine signals directing vascular organization in the failing human heart and the role of GATA-4 in orchestrating reverse myocardial remodeling. This unbiased gene discovery approach in paired human heart samples has the potential to provide critical clues to the next generation of therapeutic treatments aimed at heart failure.


Assuntos
Coração Auxiliar , Miocárdio/metabolismo , RNA Mensageiro/metabolismo , Adulto , Idoso , Quimiocina CXCL12 , Quimiocinas CXC/genética , Quimiocinas CXC/metabolismo , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Feminino , Fator de Transcrição GATA4 , Perfilação da Expressão Gênica , Genômica , Humanos , Masculino , Proteínas de Membrana/genética , Proteínas de Membrana/metabolismo , Pessoa de Meia-Idade , Dados de Sequência Molecular , Neuropilina-1/genética , Neuropilina-1/metabolismo , Fosfoproteínas/genética , Fosfoproteínas/metabolismo , Transdução de Sinais , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo
14.
Clin Exp Metastasis ; 20(4): 343-56, 2003.
Artigo em Inglês | MEDLINE | ID: mdl-12856722

RESUMO

Ovarian carcinoma is the leading cause of gynecological cancer deaths in the United States. Secondary tumor growths form by tumor cell invasion through the mesothelial lining of the peritoneal cavity and peritoneal organs. To study this interaction, we developed a dye-based in vitro model system in which mesothelial cells were grown as confluent monolayers, permeabilized, and then co-cultured with ovarian carcinoma cells for up to seven days. The mesothelial cells were then stained with trypan blue dye, which enabled the visualization of ovarian carcinoma cell invasion through the monolayers of mesothelial cells. Ovarian carcinoma cell invasion was inhibited for up to 7 days by the addition of GRGDSP peptides, a blocking monoclonal antibody against the beta1 integrin subunit, or blocking monoclonal antibodies against matrix metalloproteinases 2 and 9. Cell invasion was also inhibited by hyaluronan and GM6001, a chemical inhibitor of matrix metalloproteinases. Differential gene expression of matrix metalloproteinases, tissue inhibitors of matrix metalloproteinases, and disintegrins were observed in primary ovarian carcinoma tumors and secondary metastases, compared to normal ovaries. Taken together, these results suggest that complex interactions between integrins, disintegrins, matrix metalloproteinases, and tissue inhibitors of matrix metalloproteinases may mediate ovarian carcinoma cell invasion, and that the dye-based assay described herein is a suitable model system for its study.


Assuntos
Adenocarcinoma/patologia , Antígenos de Neoplasias/imunologia , Epitélio/patologia , Invasividade Neoplásica/patologia , Neoplasias Ovarianas/patologia , Adenocarcinoma/metabolismo , Anticorpos Bloqueadores/farmacologia , Anticorpos Monoclonais , Técnicas de Cocultura , Dipeptídeos/farmacologia , Desintegrinas/metabolismo , Epitélio/metabolismo , Feminino , Humanos , Integrina beta1/imunologia , Metaloproteinase 2 da Matriz/imunologia , Metaloproteinase 9 da Matriz/imunologia , Metaloproteinases da Matriz/metabolismo , Oligopeptídeos/farmacologia , Neoplasias Ovarianas/metabolismo , Inibidores de Proteases/farmacologia , Inibidores Teciduais de Metaloproteinases/metabolismo , Células Tumorais Cultivadas
15.
Clin Exp Metastasis ; 20(2): 143-52, 2003.
Artigo em Inglês | MEDLINE | ID: mdl-12705635

RESUMO

We have previously shown that ovarian carcinoma cell adhesion to mesothelial cell monolayers and migration toward fibronectin, type IV collagen, and laminin is partially mediated by CD44, a proteoglycan known to affect the functional abilities of tumor cells. The purpose of this study was to determine the role of cell membrane glycosylation in the metastatic abilities of ovarian carcinoma cells. NIH:OVCAR5 cells were treated with glycosidases to remove carbohydrate moieties from molecules on the cells' surface. The ability of the treated cells to adhere to extracellular matrix components or mesothelial cell monolayers, migrate toward extracellular matrix proteins, and invade through Matrigel was assessed. We observed that the loss of different carbohydrate moieties resulted in altered ovarian carcinoma cell adhesion, migration, and/or invasion toward extracellular matrix components or mesothelial cell monolayers. Gene array analysis of NIH:OVCAR5 cells revealed the expression of several proteoglycans, including syndecan 4, decorin, and perlecan. In tissue samples obtained from patients, altered proteoglycan gene expression was observed in primary ovarian carcinoma tumors and secondary metastases, compared to normal ovaries. Taken together, these results suggest that ovarian carcinoma cell proteoglycans affect the cells' ability to adhere, migrate, and invade toward extracellular matrix components and mesothelial cell monolayers. Thus, the carbohydrate modifications of several proteoglycans may mediate the formation and spread of secondary tumor growth in ovarian carcinoma.


Assuntos
Movimento Celular/fisiologia , Glicoproteínas de Membrana/efeitos dos fármacos , Neoplasias Ovarianas/metabolismo , Adesão Celular/fisiologia , Condroitina ABC Liase/farmacologia , Sulfatos de Condroitina/metabolismo , Colágeno Tipo IV/metabolismo , Matriz Extracelular/metabolismo , Feminino , Fibronectinas/metabolismo , Perfilação da Expressão Gênica , Glicosilação , Humanos , Hialuronoglucosaminidase/farmacologia , Laminina/metabolismo , Invasividade Neoplásica , Neuraminidase/farmacologia , Análise de Sequência com Séries de Oligonucleotídeos , Neoplasias Ovarianas/genética , Proteoglicanas/genética , Proteoglicanas/metabolismo , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Células Tumorais Cultivadas
16.
Ann Thorac Surg ; 77(3): 1008-15, 2004 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-14992916

RESUMO

BACKGROUND: The incidence of esophageal adenocarcinoma (EAC) has risen dramatically in the last two decades. As with other malignancies, changes in gene expression play a key role in the development and progression of these tumors. METHODS: Microarray analysis was used to study gene expression of 12,000 genes in EAC specimens. Adenocarcinoma tissue samples (n = 10) and controls of normal stomach (n = 6) and esophageal (n = 7) mucosa were collected fresh, then rapidly frozen in liquid nitrogen. The messenger ribonucleic acid (mRNA) from the samples was isolated, reverse transcribed, and used to generate biotin-labeled mRNA fragments, which were hybridized to Affymetrix U95 gene chips (AME Bioscience, Norway) for analysis. Additional samples analyzed included tissue containing dysplastic Barrett's epithelium from three patients, metastatic lymph nodes from two patients with EAC, one squamous carcinoma, and two esophageal cancer cell lines. Samples were segregated into groups with similar patterns of gene expression using clustering algorithms and gene sets that differentiated tumors from normal tissue were generated. RESULTS: There were 150 genes that were fourfold up regulated and 183 genes that were fourfold down regulated in the esophageal adenocarcinoma specimens, as compared to normal esophageal mucosa tissue controls. Using paired specimens (n = 5) and the paired t-test (p Value of 0.05) as a filter, only 64 genes were fourfold up regulated and 110 were fourfold down regulated. These groups included cytoskeletal, cell adhesion, tumor suppressor, and signal transduction genes. Hierarchical clustering segregated the samples into the expected divisions. The esophageal cancer cell lines, OE19 and OE33, clustered separately from the EAC specimens. Extremely high gene expression levels of the ERBB2 gene, seen in the microarray analysis of the 2 cell lines, correlated with amplification of the gene determined by Southern blotting. CONCLUSIONS: Gene expression patterns from a small subset of genes distinguish EAC specimens from normal controls. This technique can rapidly identify genes for targeted chemotherapeutic approaches to cancer treatment.


Assuntos
Adenocarcinoma/genética , Neoplasias Esofágicas/genética , Expressão Gênica , Linhagem Celular Tumoral , Genes erbB-2 , Humanos , Família Multigênica , Análise de Sequência com Séries de Oligonucleotídeos , RNA Neoplásico/análise
17.
PLoS One ; 9(12): e115839, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25545155

RESUMO

As both a commensal and a major cause of healthcare-associated infections in humans, Enterococcus faecalis is a remarkably adaptable organism. We investigated how E. faecalis adapts in a mammalian host as a pathogen by characterizing changes in the transcriptome during infection in a rabbit model of subdermal abscess formation using transcriptional microarrays. The microarray experiments detected 222 and 291 differentially regulated genes in E. faecalis OG1RF at two and eight hours after subdermal chamber inoculation, respectively. The profile of significantly regulated genes at two hours post-inoculation included genes involved in stress response, metabolism, nutrient acquisition, and cell surface components, suggesting genome-wide adaptation to growth in an altered environment. At eight hours post-inoculation, 88% of the differentially expressed genes were down-regulated and matched a transcriptional profile consistent with a (p)ppGpp-mediated stringent response. Subsequent subdermal abscess infections with E. faecalis mutants lacking the (p)ppGpp synthetase/hydrolase RSH, the small synthetase RelQ, or both enzymes, suggest that intracellular (p)ppGpp levels, but not stringent response activation, influence persistence in the model. The ability of cells to synthesize (p)ppGpp was also found to be important for growth in human serum and whole blood. The data presented in this report provide the first genome-wide insights on E. faecalis in vivo gene expression and regulation measured by transcriptional profiling during infection in a mammalian host and show that (p)ppGpp levels affect viability of E. faecalis in multiple conditions relevant to mammalian infection. The subdermal abscess model can serve as a novel experimental system for studying the E. faecalis stringent response in the context of the mammalian immune system.


Assuntos
Adaptação Fisiológica/genética , Enterococcus faecalis/fisiologia , Infecções por Bactérias Gram-Positivas , Estresse Fisiológico/genética , Transcriptoma/fisiologia , Animais , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Enterococcus faecalis/metabolismo , Humanos , Coelhos
18.
PLoS One ; 8(10): e77951, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24205042

RESUMO

INTRODUCTION: Continuous-flow left ventricular assist devices (LVADs) are an established therapy for patients with end-stage heart failure. The short- and long-term impact of these devices on peripheral blood gene expression has not been characterized, and may provide insight into the molecular pathways mediated in response to left ventricular remodeling and an improvement in overall systemic circulation. We performed RNA sequencing to identify genes and pathways influenced by these devices. METHODS: RNA was extracted from blood of 9 heart failure patients (8 male) prior to LVAD implantation, and at 7 and 180 days postoperatively. Libraries were sequenced on an Illumina HiSeq2000 and sequences mapped to the human Ensembl GRCh37.67 genome assembly. RESULTS: A specific set of genes involved in regulating cellular immune response, antigen presentation, and T cell activation and survival were down-regulated 7 days after LVAD placement. 6 months following LVAD placement, the expression levels of these genes were significantly increased; yet importantly, remained significantly lower than age and sex-matched samples from healthy controls. CONCLUSIONS: In summary, this genomic analysis identified a significant decrease in the expression of genes that promote a healthy immune response in patients with heart failure that was partially restored 6 months following LVAD implant.


Assuntos
Biomarcadores/sangue , Perfilação da Expressão Gênica , Insuficiência Cardíaca/sangue , Insuficiência Cardíaca/genética , Transplante de Coração/efeitos adversos , Coração Auxiliar/efeitos adversos , Idoso , Western Blotting , Feminino , Insuficiência Cardíaca/cirurgia , Humanos , Masculino , Pessoa de Meia-Idade , Análise de Sequência com Séries de Oligonucleotídeos , RNA Mensageiro/genética , Reação em Cadeia da Polimerase em Tempo Real , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Fatores de Tempo
19.
Circ Cardiovasc Genet ; 1(2): 117-25, 2008 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-20031553

RESUMO

BACKGROUND: We report the first comprehensive analysis of gene expression differences by sex and age in left ventricular samples from 102 patients with dilated cardiomyopathy. METHODS AND RESULTS: Gene expression data (HG-U133A gene chip, Affymetrix) were analyzed from 30 females and 72 males from 3 separate centers. More than 1800 genes displayed sexual dimorphism in the heart (adjusted P value <0.05). A significant number of these genes were highly represented in gene ontology pathways involved in ion transport and G-protein-coupled receptor signaling. Localization of these genes revealed enrichment on both the sex chromosomes as well as chromosomes 3, 4, and 14. The second goal of this study was to determine the effect of age on gene expression. Within the female cohort, >140 genes were differentially expressed in the <55 years age group compared with the >55 years age group. These genes were highly represented in gene ontology pathways involved in DNA damage. In contrast, zero genes in the male cohort <55 years met statistical significance when compared with the >55 years age group. CONCLUSIONS: Gene expression in dilated cardiomyopathy displayed evidence of sexual dimorphism similar to other somatic tissues and age dimorphism within the female cohort.


Assuntos
Perfilação da Expressão Gênica , Insuficiência Cardíaca/genética , Miocárdio/metabolismo , Fatores Etários , Cardiomiopatia Dilatada/genética , Estudos de Coortes , Dano ao DNA , Feminino , Humanos , Transporte de Íons/genética , Masculino , Receptores Acoplados a Proteínas G/metabolismo , Fatores Sexuais
20.
Nat Clin Pract Cardiovasc Med ; 4 Suppl 1: S27-39, 2007 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-17230213

RESUMO

Adequate cell-based repair of adult myocardium remains an elusive goal because most cells that are used cannot generate mature myocardium sufficient to promote large functional improvements. Embryonic stem cells can generate both mature cardiocytes and vasculature, but their use is hampered by associated teratoma formation and the need for an allogeneic source. The detection of sca-1(+), c-kit(+), or isl-1(+) cardiac precursors and the creation of cardiospheres from adult heart tissues suggest that a persistent population of immature progenitor cells is present in the mature myocardium. These cell populations probably represent stages along a continuum of cardiac stem cell development and differentiation. We report isolation from ventricle of uncommitted cardiac progenitor cells, which appear to resemble the more immature, common pool of embryonic lateral plate mesoderm progenitors that yield both myocardial and endocardial cells during normal cardiac development. Under controlled in vitro conditions and in vivo, these cells can differentiate into endothelial, smooth muscle, and cardiomyocyte lineages and can be isolated and expanded to clinically relevant numbers from adult rat myocardial tissue. In this article, we discuss the potential for autologous repair or even cardiac regeneration with cells that follow a developmental pathway similar to embryonic cardiac precursors but without the inherent limitations associated with undifferentiated embryonic stem cells.


Assuntos
Coração/fisiologia , Miocárdio/citologia , Regeneração , Transplante de Células-Tronco , Células-Tronco/fisiologia , Adulto , Animais , Humanos , Ratos
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