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1.
Cell Rep ; 42(9): 113101, 2023 09 26.
Artigo em Inglês | MEDLINE | ID: mdl-37691146

RESUMO

Ebola virus disease is a severe hemorrhagic fever with a high fatality rate. We investigate transcriptome profiles at 3 h, 1 day, and 7 days after vaccination with Ad26.ZEBOV and MVA-BN-Filo. 3 h after Ad26.ZEBOV injection, we observe an increase in genes related to antigen presentation, sensing, and T and B cell receptors. The highest response occurs 1 day after Ad26.ZEBOV injection, with an increase of the gene expression of interferon-induced antiviral molecules, monocyte activation, and sensing receptors. This response is regulated by the HESX1, ATF3, ANKRD22, and ETV7 transcription factors. A plasma cell signature is observed on day 7 post-Ad26.ZEBOV vaccination, with an increase of CD138, MZB1, CD38, CD79A, and immunoglobulin genes. We have identified early expressed genes correlated with the magnitude of the antibody response 21 days after the MVA-BN-Filo and 364 days after Ad26.ZEBOV vaccinations. Our results provide early gene signatures that correlate with vaccine-induced Ebola virus glycoprotein-specific antibodies.


Assuntos
Vacinas contra Ebola , Ebolavirus , Doença pelo Vírus Ebola , Humanos , Vacinas contra Ebola/genética , Formação de Anticorpos , Transcriptoma/genética , Vacinação , Anticorpos Antivirais , Vaccinia virus
3.
J Clin Immunol ; 43(5): 882-893, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-36943669

RESUMO

PURPOSE: Following a severe COVID-19 infection, a proportion of individuals develop prolonged symptoms. We investigated the immunological dysfunction that underlies the persistence of symptoms months after the resolution of acute COVID-19. METHODS: We analyzed cytokines, cell phenotypes, SARS-CoV-2 spike-specific and neutralizing antibodies, and whole blood gene expression profiles in convalescent severe COVID-19 patients 1, 3, and 6 months following hospital discharge. RESULTS: We observed persistent abnormalities until month 6 marked by (i) high serum levels of monocyte/macrophage and endothelial activation markers, chemotaxis, and hematopoietic cytokines; (ii) a high frequency of central memory CD4+ and effector CD8+ T cells; (iii) a decrease in anti-SARS-CoV-2 spike and neutralizing antibodies; and (iv) an upregulation of genes related to platelet, neutrophil activation, erythrocytes, myeloid cell differentiation, and RUNX1 signaling. We identified a "core gene signature" associated with a history of thrombotic events, with upregulation of a set of genes involved in neutrophil activation, platelet, hematopoiesis, and blood coagulation. CONCLUSION: The lack of restoration of gene expression to a normal profile after up to 6 months of follow-up, even in asymptomatic patients who experienced severe COVID-19, signals the need to carefully extend their clinical follow-up and propose preventive measures.


Assuntos
COVID-19 , Trombose , Humanos , SARS-CoV-2 , Linfócitos T CD8-Positivos , Ativação de Neutrófilo , Anticorpos Neutralizantes , Trombose/etiologia , Citocinas , Anticorpos Antivirais
5.
Front Immunol ; 12: 757151, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34777370

RESUMO

CD8+ T cells play a key role in mediating protective immunity after immune challenges such as infection or vaccination. Several subsets of differentiated CD8+ T cells have been identified, however, a deeper understanding of the molecular mechanism that underlies T-cell differentiation is lacking. Conventional approaches to the study of immune responses are typically limited to the analysis of bulk groups of cells that mask the cells' heterogeneity (RNA-seq, microarray) and to the assessment of a relatively limited number of biomarkers that can be evaluated simultaneously at the population level (flow and mass cytometry). Single-cell analysis, on the other hand, represents a possible alternative that enables a deeper characterization of the underlying cellular heterogeneity. In this study, a murine model was used to characterize immunodominant hemagglutinin (HA533-541)-specific CD8+ T-cell responses to nucleic- and protein-based influenza vaccine candidates, using single-cell sorting followed by transcriptomic analysis. Investigation of single-cell gene expression profiles enabled the discovery of unique subsets of CD8+ T cells that co-expressed cytotoxic genes after vaccination. Moreover, this method enabled the characterization of antigen specific CD8+ T cells that were previously undetected. Single-cell transcriptome profiling has the potential to allow for qualitative discrimination of cells, which could lead to novel insights on biological pathways involved in cellular responses. This approach could be further validated and allow for more informed decision making in preclinical and clinical settings.


Assuntos
Antígenos Virais/imunologia , Linfócitos T CD8-Positivos/metabolismo , Glicoproteínas de Hemaglutininação de Vírus da Influenza/imunologia , Vírus da Influenza A Subtipo H1N1/imunologia , Vacinas contra Influenza/farmacologia , Vacinas Baseadas em Ácido Nucleico/farmacologia , Análise de Célula Única , Subpopulações de Linfócitos T/metabolismo , Transcriptoma , Vacinas de Subunidades Antigênicas/farmacologia , Adjuvantes Imunológicos , Transferência Adotiva , Animais , Linfócitos T CD8-Positivos/efeitos dos fármacos , Linfócitos T CD8-Positivos/imunologia , Regulação da Expressão Gênica/efeitos dos fármacos , Camundongos , Camundongos Endogâmicos BALB C , Especificidade do Receptor de Antígeno de Linfócitos T , Subpopulações de Linfócitos T/efeitos dos fármacos , Subpopulações de Linfócitos T/imunologia , Vacinação
6.
iScience ; 24(7): 102711, 2021 Jul 23.
Artigo em Inglês | MEDLINE | ID: mdl-34127958

RESUMO

The identification of patients with coronavirus disease 2019 and high risk of severe disease is a challenge in routine care. We performed cell phenotypic, serum, and RNA sequencing gene expression analyses in severe hospitalized patients (n = 61). Relative to healthy donors, results showed abnormalities of 27 cell populations and an elevation of 42 cytokines, neutrophil chemo-attractants, and inflammatory components in patients. Supervised and unsupervised analyses revealed a high abundance of CD177, a specific neutrophil activation marker, contributing to the clustering of severe patients. Gene abundance correlated with high serum levels of CD177 in severe patients. Higher levels were confirmed in a second cohort and in intensive care unit (ICU) than non-ICU patients (P < 0.001). Longitudinal measurements discriminated between patients with the worst prognosis, leading to death, and those who recovered (P = 0.01). These results highlight neutrophil activation as a hallmark of severe disease and CD177 assessment as a reliable prognostic marker for routine care.

7.
J Transl Med ; 18(1): 21, 2020 01 10.
Artigo em Inglês | MEDLINE | ID: mdl-31924244

RESUMO

BACKGROUND: Tetralogy of Fallot (ToF) and Atrial Septal Defects (ASD) are the most common types of congenital heart diseases and a major cause of childhood morbidity and mortality. Cardiopulmonary bypass (CPB) is used during corrective cardiac surgery to support circulation and heart stabilization. However, this procedure triggers systemic inflammatory and stress response and consequent increased risk of postoperative complications. The aim of this study was to define the molecular bases of ToF and ASD pathogenesis and response to CPB and identify new potential biomarkers. METHODS: Comparative transcriptome analysis of right atrium specimens collected from 10 ToF and 10 ASD patients was conducted before (Pre-CPB) and after (Post-CPB) corrective surgery. Total RNA isolated from each sample was individually hybridized on Affymetrix HG-U133 Plus Array Strips containing 38,500 unique human genes. Differences in the gene expression profiles and functional enrichment/network analyses were assessed using bioinformatic tools. qRT-PCR analysis was used to validate gene modulation. RESULTS: Pre-CPB samples showed significant differential expression of a total of 72 genes, 28 of which were overexpressed in ToF and 44 in ASD. According to Gene Ontology annotation, the mostly enriched biological processes were represented by matrix organization and cell adhesion in ToF and by muscle development and contractility in ASD specimens. GSEA highlighted the specific enrichment of hypoxia gene sets in ToF samples, pointing to a role for hypoxia in disease pathogenesis. The post-CPB myocardium exhibited significant alterations in the expression profile of genes related to transcription regulation, growth/apoptosis, inflammation, adhesion/matrix organization, and oxidative stress. Among them, only 70 were common to the two disease groups, whereas 110 and 24 were unique in ToF and ASD, respectively. Multiple functional interactions among differentially expressed gene products were predicted by network analysis. Interestingly, gene expression changes in ASD samples followed a consensus hypoxia profile. CONCLUSION: Our results provide a comprehensive view of gene reprogramming in right atrium tissues of ToF and ASD patients before and after CPB, defining specific molecular pathways underlying disease pathophysiology and myocardium response to CPB. These findings have potential translational value because they identify new candidate prognostic markers and targets for tailored cardioprotective post-surgical therapies.


Assuntos
Comunicação Interatrial , Miocárdio , Tetralogia de Fallot , Ponte Cardiopulmonar , Criança , Perfilação da Expressão Gênica , Comunicação Interatrial/genética , Humanos , Miocárdio/metabolismo
8.
Front Immunol ; 9: 2358, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30459756

RESUMO

Hypoxia, which characterizes most tumor tissues, can alter the function of different immune cell types, favoring tumor escape mechanisms. In this study, we show that hypoxia profoundly acts on NK cells by influencing their transcriptome, affecting their immunoregulatory functions, and changing the chemotactic responses of different NK cell subsets. Exposure of human peripheral blood NK cells to hypoxia for 16 or 96 h caused significant changes in the expression of 729 or 1,100 genes, respectively. Gene Set Enrichment Analysis demonstrated that these changes followed a consensus hypoxia transcriptional profile. As assessed by Gene Ontology annotation, hypoxia-targeted genes were implicated in several biological processes: metabolism, cell cycle, differentiation, apoptosis, cell stress, and cytoskeleton organization. The hypoxic transcriptome also showed changes in genes with immunological relevance including those coding for proinflammatory cytokines, chemokines, and chemokine-receptors. Quantitative RT-PCR analysis confirmed the modulation of several immune-related genes, prompting further immunophenotypic and functional studies. Multiplex ELISA demonstrated that hypoxia could variably reduce NK cell ability to release IFNγ, TNFα, GM-CSF, CCL3, and CCL5 following PMA+Ionomycin or IL15+IL18 stimulation, while it poorly affected the response to IL12+IL18. Cytofluorimetric analysis showed that hypoxia could influence NK chemokine receptor pattern by sustaining the expression of CCR7 and CXCR4. Remarkably, this effect occurred selectively (CCR7) or preferentially (CXCR4) on CD56bright NK cells, which indeed showed higher chemotaxis to CCL19, CCL21, or CXCL12. Collectively, our data suggest that the hypoxic environment may profoundly influence the nature of the NK cell infiltrate and its effects on immune-mediated responses within tumor tissues.


Assuntos
Hipóxia/genética , Hipóxia/metabolismo , Imunomodulação/genética , Células Matadoras Naturais/metabolismo , Transcriptoma , Diferenciação Celular , Movimento Celular/genética , Quimiotaxia/genética , Quimiotaxia/imunologia , Citocinas/metabolismo , Citometria de Fluxo , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Humanos , Células Matadoras Naturais/imunologia , Ativação Linfocitária/genética , Ativação Linfocitária/imunologia
9.
Crit Care Med ; 43(10): e420-30, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26110489

RESUMO

OBJECTIVES: Total liquid ventilation provides ultrafast and potently neuro- and cardioprotective cooling after shockable cardiac arrest and myocardial infarction in animals. Our goal was to decipher the effect of hypothermic total liquid ventilation on the systemic and cerebral response to asphyxial cardiac arrest using an original pressure- and volume-controlled ventilation strategy in rabbits. DESIGN: Randomized animal study. SETTING: Academic research laboratory. SUBJECTS: New Zealand Rabbits. INTERVENTIONS: Thirty-six rabbits were submitted to 13 minutes of asphyxia, leading to cardiac arrest. After resumption of spontaneous circulation, they underwent either normothermic life support (control group, n = 12) or hypothermia induced by either 30 minutes of total liquid ventilation (total liquid ventilation group, n = 12) or IV cold saline (conventional cooling group, n = 12). MEASUREMENTS AND MAIN RESULTS: Ultrafast cooling with total liquid ventilation (32 °C within 5 min in the esophagus) dramatically attenuated the post-cardiac arrest syndrome regarding survival, neurologic dysfunction, and histologic lesions (brain, heart, kidneys, liver, and lungs). Final survival rate achieved 58% versus 0% and 8% in total liquid ventilation, control, and conventional cooling groups (p < 0.05), respectively. This was accompanied by an early preservation of the blood-brain barrier integrity and cerebral hemodynamics as well as reduction in the immediate reactive oxygen species production in the brain, heart, and kidneys after cardiac arrest. Later on, total liquid ventilation also mitigated the systemic inflammatory response through alteration of monocyte chemoattractant protein-1, interleukin-1ß, and interleukin-8 transcripts levels compared with control. In the conventional cooling group, cooling was achieved more slowly (32 °C within 90-120 min in the esophagus), providing none of the above-mentioned systemic or organ protection. CONCLUSIONS: Ultrafast cooling by total liquid ventilation limits the post-cardiac arrest syndrome after asphyxial cardiac arrest in rabbits. This protection involves an early limitation in reactive oxidative species production, blood-brain barrier disruption, and delayed preservation against the systemic inflammatory response.


Assuntos
Encefalopatias/etiologia , Encefalopatias/prevenção & controle , Parada Cardíaca/complicações , Hipotermia Induzida , Ventilação Líquida , Animais , Asfixia/complicações , Barreira Hematoencefálica , Parada Cardíaca/etiologia , Parada Cardíaca/fisiopatologia , Hemodinâmica , Hipotermia Induzida/métodos , Ventilação Líquida/métodos , Masculino , Coelhos , Distribuição Aleatória , Sepse/fisiopatologia
10.
BMC Bioinformatics ; 15 Suppl 5: S4, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25078098

RESUMO

BACKGROUND: Cancer patient's outcome is written, in part, in the gene expression profile of the tumor. We previously identified a 62-probe sets signature (NB-hypo) to identify tissue hypoxia in neuroblastoma tumors and showed that NB-hypo stratified neuroblastoma patients in good and poor outcome 1. It was important to develop a prognostic classifier to cluster patients into risk groups benefiting of defined therapeutic approaches. Novel classification and data discretization approaches can be instrumental for the generation of accurate predictors and robust tools for clinical decision support. We explored the application to gene expression data of Rulex, a novel software suite including the Attribute Driven Incremental Discretization technique for transforming continuous variables into simplified discrete ones and the Logic Learning Machine model for intelligible rule generation. RESULTS: We applied Rulex components to the problem of predicting the outcome of neuroblastoma patients on the bases of 62 probe sets NB-hypo gene expression signature. The resulting classifier consisted in 9 rules utilizing mainly two conditions of the relative expression of 11 probe sets. These rules were very effective predictors, as shown in an independent validation set, demonstrating the validity of the LLM algorithm applied to microarray data and patients' classification. The LLM performed as efficiently as Prediction Analysis of Microarray and Support Vector Machine, and outperformed other learning algorithms such as C4.5. Rulex carried out a feature selection by selecting a new signature (NB-hypo-II) of 11 probe sets that turned out to be the most relevant in predicting outcome among the 62 of the NB-hypo signature. Rules are easily interpretable as they involve only few conditions. CONCLUSIONS: Our findings provided evidence that the application of Rulex to the expression values of NB-hypo signature created a set of accurate, high quality, consistent and interpretable rules for the prediction of neuroblastoma patients' outcome. We identified the Rulex weighted classification as a flexible tool that can support clinical decisions. For these reasons, we consider Rulex to be a useful tool for cancer classification from microarray gene expression data.


Assuntos
Inteligência Artificial , Biologia Computacional/instrumentação , Perfilação da Expressão Gênica/instrumentação , Neuroblastoma/genética , Algoritmos , Biologia Computacional/métodos , Perfilação da Expressão Gênica/métodos , Humanos , Lactente , Lógica , Neuroblastoma/diagnóstico , Prognóstico , Software , Máquina de Vetores de Suporte
11.
Gene ; 537(2): 220-9, 2014 Mar 10.
Artigo em Inglês | MEDLINE | ID: mdl-24412292

RESUMO

The Rho guanine nucleotide exchange factor protoDbl is involved in different biochemical pathways affecting cell proliferation and migration. The N-terminal sequence of protoDbl contains negative regulatory elements that restrict the catalytic activity of the DH-PH module. Here, we report the identification of a new mouse protoDbl splice variant lacking exon 3. We found that the splice variant mRNA is expressed in the spleen and bone marrow lymphocytes, adrenal gland, gonads and brain. The protoDbl variant protein was detectable in the brain. The newly identified variant displays the disruption of the SEC14 domain, positioned on exons 2 and 3 in the protoDbl N-terminal region. We show here that an altered SEC14 sequence leads to enhanced Dbl translocation to the plasma membrane and to augmented transforming and exchange activity.


Assuntos
Processamento Alternativo , Fatores de Troca do Nucleotídeo Guanina/genética , Fatores de Troca do Nucleotídeo Guanina/metabolismo , Proto-Oncogenes , Sequência de Aminoácidos , Animais , Linfócitos B/metabolismo , Encéfalo/metabolismo , Células COS , Membrana Celular/metabolismo , Éxons , Feminino , Humanos , Masculino , Camundongos , Dados de Sequência Molecular , Especificidade de Órgãos , Proteínas de Transferência de Fosfolipídeos/metabolismo , Estrutura Terciária de Proteína , Proto-Oncogene Mas , Proteínas Proto-Oncogênicas/genética , RNA Mensageiro , Proteínas de Saccharomyces cerevisiae/metabolismo , Baço/metabolismo , Proteína cdc42 de Ligação ao GTP/metabolismo
12.
Innate Immun ; 20(7): 721-34, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24131792

RESUMO

Peripheral blood monocytes are recruited to inflammatory and tumor lesions where they undergo terminal differentiation into macrophages. Monocytes/macrophages integrate stimulatory and inhibitory signals present in the pathologic microenvironment through a defined repertoire of cell surface receptors, and deregulated expression of these molecules may result in amplification of inflammation or establishment of immune escape mechanisms. Characterization of the expression and function of these receptors is required for a better understanding of the regulation of monocyte/macrophage activity at pathologic sites. Hypoxia is a common feature of many pathological situations and an important regulator of monocyte/macrophage pro-inflammatory responses. In this study, we identify the leukocyte membrane antigen, CD300a, a member of the CD300 superfamily of immunoregulatory receptors, as a new hypoxia-inducible gene in primary human monocytes and monocyte-derived macrophages. CD300a mRNA up-regulation by hypoxia was rapid and reversible, paralleled by increased surface protein expression, and mediated by hypoxia-inducible factor-1α. CD300a induction was also triggered by the hypoxia-mimetic agent, desferrioxamine. CD300a exhibited both activating and inhibitory potential, differentially regulating CCL20 and vascular endothelial growth factor pro-inflammatory cytokine production by monocytes/macrophages upon triggering by an agonist Ab. These results suggest that CD300a induction by the hypoxic environment represents a mechanism of regulation of monocyte/macrophage pro-inflammatory responses at pathologic sites.


Assuntos
Antígenos CD/genética , Quimiocina CCL20/biossíntese , Hipóxia/genética , Hipóxia/metabolismo , Macrófagos/metabolismo , Monócitos/metabolismo , Receptores Imunológicos/genética , Fator A de Crescimento do Endotélio Vascular/biossíntese , Citometria de Fluxo , Humanos , Técnicas In Vitro , Quelantes de Ferro/farmacologia , Macrófagos/efeitos dos fármacos , Monócitos/efeitos dos fármacos , Cultura Primária de Células
13.
Eur J Immunol ; 43(10): 2756-64, 2013 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-23913266

RESUMO

In certain infection sites or tumor tissues, the disruption of homeostasis can give rise to a hypoxic microenvironment, which, in turn, can alter the function of different immune cell types and favor the progression of the disease. Natural killer (NK) cells are directly involved in the elimination of virus-infected or transformed cells, however it is unknown whether their function is affected by hypoxia or not. In this study, we show that NK cells adapt to a hypoxic environment by upregulating the hypoxia-inducible factor 1α. However, NK cells lose their ability to upregulate the surface expression of the major activating NK-cell receptors (NKp46, NKp30, NKp44, and NKG2D) in response to IL-2 (or other activating cytokines, including IL-15, IL-12, and IL-21). These altered phenotypic features correlate with reduced responses to triggering signals resulting in impaired capability of killing infected or tumor target cells. Remarkably, hypoxia does not significantly alter the surface density and the triggering function of the Fc-γ receptor CD16, thus allowing NK cells to maintain their capability of killing target cells via antibody-dependent cellular cytotoxicity. This finding offers an important clue for exploitation of NK cell in antibody-based immunotherapy of cancer.


Assuntos
Citotoxicidade Celular Dependente de Anticorpos , Subunidade alfa do Fator 1 Induzível por Hipóxia/metabolismo , Hipóxia/imunologia , Células Matadoras Naturais/imunologia , Antígenos de Neoplasias/imunologia , Células Cultivadas , Microambiente Celular , Citocinas/imunologia , Regulação da Expressão Gênica/imunologia , Humanos , Subunidade alfa do Fator 1 Induzível por Hipóxia/genética , Ativação Linfocitária , Receptores Desencadeadores da Citotoxicidade Natural/genética , Receptores Desencadeadores da Citotoxicidade Natural/metabolismo
14.
BMC Bioinformatics ; 14 Suppl 7: S12, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23815266

RESUMO

BACKGROUND: Neuroblastoma is the most common pediatric solid tumor. About fifty percent of high risk patients die despite treatment making the exploration of new and more effective strategies for improving stratification mandatory. Hypoxia is a condition of low oxygen tension occurring in poorly vascularized areas of the tumor associated with poor prognosis. We had previously defined a robust gene expression signature measuring the hypoxic component of neuroblastoma tumors (NB-hypo) which is a molecular risk factor. We wanted to develop a prognostic classifier of neuroblastoma patients' outcome blending existing knowledge on clinical and molecular risk factors with the prognostic NB-hypo signature. Furthermore, we were interested in classifiers outputting explicit rules that could be easily translated into the clinical setting. RESULTS: Shadow Clustering (SC) technique, which leads to final models called Logic Learning Machine (LLM), exhibits a good accuracy and promises to fulfill the aims of the work. We utilized this algorithm to classify NB-patients on the bases of the following risk factors: Age at diagnosis, INSS stage, MYCN amplification and NB-hypo. The algorithm generated explicit classification rules in good agreement with existing clinical knowledge. Through an iterative procedure we identified and removed from the dataset those examples which caused instability in the rules. This workflow generated a stable classifier very accurate in predicting good and poor outcome patients. The good performance of the classifier was validated in an independent dataset. NB-hypo was an important component of the rules with a strength similar to that of tumor staging. CONCLUSIONS: The novelty of our work is to identify stability, explicit rules and blending of molecular and clinical risk factors as the key features to generate classification rules for NB patients to be conveyed to the clinic and to be used to design new therapies. We derived, through LLM, a set of four stable rules identifying a new class of poor outcome patients that could benefit from new therapies potentially targeting tumor hypoxia or its consequences.


Assuntos
Algoritmos , Inteligência Artificial , Neuroblastoma/diagnóstico , Neuroblastoma/genética , Criança , Humanos , Lógica , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Neuroblastoma/patologia , Prognóstico , Proteínas Proto-Oncogênicas c-myc/genética , Fatores de Risco
15.
Eur J Immunol ; 43(4): 949-66, 2013 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-23436478

RESUMO

DCs are powerful antigen-presenting cells central in the orchestration of innate and acquired immunity. DC development, migration, and activities are intrinsically linked to the microenvironment. DCs migrate through pathologic tissues before reaching their final destination in the lymph nodes. Hypoxia, a condition of low partial oxygen pressure, is a common feature of many pathologic situations, capable of modifying DC phenotype and functional behavior. We studied human monocyte-derived immature DCs generated under chronic hypoxic conditions (H-iDCs). We demonstrate by gene expression profiling the upregulation of a cluster of genes coding for antigen-presentation, immunoregulatory, and pattern recognition receptors, suggesting a stimulatory role for hypoxia on iDC immunoregulatory functions. In particular, we show that H-iDCs express triggering receptor expressed on myeloid cells(TREM-1), a member of the Ig superfamily of immunoreceptors and an amplifier of inflammation. This effect is reversible because H-iDC reoxygenation results in TREM-1 down-modulation. TREM-1 engagement promotes upregulation of T-cell costimulatory molecules and homing chemokine receptors, typical of mature DCs, and increases the production of proinflammatory, Th1/Th17-priming cytokines/chemokines, resulting in increased T-cell responses. These results suggest that TREM-1 induction by the hypoxic microenvironment represents a mechanism of regulation of Th1-cell trafficking and activation by iDCs differentiated at pathologic sites.


Assuntos
Citocinas/metabolismo , Células Dendríticas/imunologia , Células Dendríticas/metabolismo , Mediadores da Inflamação/metabolismo , Glicoproteínas de Membrana/metabolismo , Fenótipo , Receptores Imunológicos/metabolismo , Hipóxia Celular , Células Cultivadas , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Humanos , Glicoproteínas de Membrana/genética , Receptores Imunológicos/genética , Receptores Imunológicos/imunologia , Células Th1/imunologia , Células Th1/metabolismo , Células Th17/imunologia , Células Th17/metabolismo , Receptor Gatilho 1 Expresso em Células Mieloides
16.
Immunobiology ; 218(1): 76-89, 2013 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-22465745

RESUMO

Myeloid dendritic cells (DCs) are professional antigen-presenting cells critical for the orchestration of immunity and maintenance of self-tolerance. DC development and functions are tightly regulated by a complex network of inhibitory and activating signals present in the tissue microenvironment, and dysregulated DC responses may result in amplification of inflammation, loss of tolerance, or establishment of immune escape mechanisms. Generation of mature (m)DCs from monocytic precursors recruited at pathological sites occurs under condition of low partial oxygen pressure (pO(2)). However, the way in which the hypoxic microenvironment modulates the functions of these cells is still not clear. We demonstrate that chronic hypoxia (4 days, 1% O(2)) promotes the onset of a highly proinflammatory gene expression profile in mDCs generated from primary human monocytes, characterized by the modulation of a significant cluster of genes coding for proinflammatory chemokines/cytokines and/or their receptors. Within the chemokine system, strong upregulation of genes encoding proteins chemotactic for neutrophils, such as CXCL2, CXCL3, CXCL5, CXCL6, and CXCL8, and for activated/memory T lymphocytes, monocytes, and immature (i) DCs, e.g. CCL20, CCL3 and CCL5, was observed, concomitant with decreased expression of genes coding for naive/resting T cells chemoattractants, CCL18 and CCL23. Other hypoxia-inducible genes coded for cytokines with a primary role in inflammation and angiogenesis, including osteopontin, vascular endothelial growth factor, and IL-1ß. mRNA modulation was paralleled by protein secretion. These results suggest that conditions of reduced O(2) availability reprograms mDCs toward a proinflammatory direction by tuning the cytokine/chemokine repertoire, thus affecting their ability to regulate leukocyte trafficking and activation at pathological sites, with potential implications for the pathogenesis of chronic inflammatory diseases.


Assuntos
Hipóxia Celular/imunologia , Quimiocinas/metabolismo , Citocinas/metabolismo , Células Dendríticas/imunologia , Osteopontina/metabolismo , Diferenciação Celular , Movimento Celular , Células Cultivadas , Microambiente Celular/imunologia , Quimiocinas/genética , Citocinas/genética , Regulação da Expressão Gênica/imunologia , Humanos , Imunidade Celular/genética , Mediadores da Inflamação/metabolismo , Monócitos/imunologia , Neovascularização Patológica/genética , Osteogênese/genética , Osteopontina/genética , Transcriptoma , Fator A de Crescimento do Endotélio Vascular/genética , Fator A de Crescimento do Endotélio Vascular/metabolismo
17.
BMC Bioinformatics ; 13 Suppl 4: S13, 2012 Mar 28.
Artigo em Inglês | MEDLINE | ID: mdl-22536959

RESUMO

BACKGROUND: Neuroblastoma is the most common pediatric solid tumor of the sympathetic nervous system. Development of improved predictive tools for patients stratification is a crucial requirement for neuroblastoma therapy. Several studies utilized gene expression-based signatures to stratify neuroblastoma patients and demonstrated a clear advantage of adding genomic analysis to risk assessment. There is little overlapping among signatures and merging their prognostic potential would be advantageous. Here, we describe a new strategy to merge published neuroblastoma related gene signatures into a single, highly accurate, Multi-Signature Ensemble (MuSE)-classifier of neuroblastoma (NB) patients outcome. METHODS: Gene expression profiles of 182 neuroblastoma tumors, subdivided into three independent datasets, were used in the various phases of development and validation of neuroblastoma NB-MuSE-classifier. Thirty three signatures were evaluated for patients' outcome prediction using 22 classification algorithms each and generating 726 classifiers and prediction results. The best-performing algorithm for each signature was selected, validated on an independent dataset and the 20 signatures performing with an accuracy > = 80% were retained. RESULTS: We combined the 20 predictions associated to the corresponding signatures through the selection of the best performing algorithm into a single outcome predictor. The best performance was obtained by the Decision Table algorithm that produced the NB-MuSE-classifier characterized by an external validation accuracy of 94%. Kaplan-Meier curves and log-rank test demonstrated that patients with good and poor outcome prediction by the NB-MuSE-classifier have a significantly different survival (p < 0.0001). Survival curves constructed on subgroups of patients divided on the bases of known prognostic marker suggested an excellent stratification of localized and stage 4s tumors but more data are needed to prove this point. CONCLUSIONS: The NB-MuSE-classifier is based on an ensemble approach that merges twenty heterogeneous, neuroblastoma-related gene signatures to blend their discriminating power, rather than numeric values, into a single, highly accurate patients' outcome predictor. The novelty of our approach derives from the way to integrate the gene expression signatures, by optimally associating them with a single paradigm ultimately integrated into a single classifier. This model can be exported to other types of cancer and to diseases for which dedicated databases exist.


Assuntos
Algoritmos , Perfilação da Expressão Gênica , Neuroblastoma/genética , Neuroblastoma/terapia , Humanos , Lactente , Redes Neurais de Computação , Neuroblastoma/diagnóstico , Neuroblastoma/mortalidade , Prognóstico , Medição de Risco , Resultado do Tratamento
18.
Blood ; 117(9): 2625-39, 2011 Mar 03.
Artigo em Inglês | MEDLINE | ID: mdl-21148811

RESUMO

Dendritic cells (DCs) are a heterogeneous group of professional antigen-presenting cells functioning as sentinels of the immune system and playing a key role in the initiation and amplification of innate and adaptive immune responses. DC development and functions are acquired during a complex differentiation and maturation process influenced by several factors present in the local milieu. A common feature at pathologic sites is represented by hypoxia, a condition of low pO(2), which creates a unique microenvironment affecting cell phenotype and behavior. Little is known about the impact of hypoxia on the generation of mature DCs (mDCs). In this study, we identified by gene expression profiling a significant cluster of genes coding for immune-related cell surface receptors strongly up-regulated by hypoxia in monocyte-derived mDCs and characterized one of such receptors, TREM-1, as a new hypoxia-inducible gene in mDCs. TREM-1 associated with DAP12 in hypoxic mDCs, and its engagement elicited DAP12-linked signaling, resulting in ERK-1, Akt, and IκBα phosphorylation and proinflammatory cytokine and chemokine secretion. Finally, we provided the first evidence that TREM-1 is expressed on mDCs infiltrating the inflamed hypoxic joints of children affected by juvenile idiopathic arthritis, representing a new in vivo marker of hypoxic mDCs endowed with proinflammatory properties.


Assuntos
Diferenciação Celular/genética , Células Dendríticas/citologia , Células Dendríticas/metabolismo , Perfilação da Expressão Gênica , Glicoproteínas de Membrana/metabolismo , Receptores Imunológicos/genética , Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Artrite Juvenil/genética , Artrite Juvenil/patologia , Biomarcadores/metabolismo , Diferenciação Celular/efeitos dos fármacos , Hipóxia Celular/efeitos dos fármacos , Hipóxia Celular/genética , Quimiocinas/metabolismo , Reagentes de Ligações Cruzadas/farmacologia , Mineração de Dados , Células Dendríticas/efeitos dos fármacos , Regulação da Expressão Gênica/efeitos dos fármacos , Humanos , Mediadores da Inflamação/metabolismo , Glicoproteínas de Membrana/genética , Proteínas de Membrana/metabolismo , Monócitos/citologia , Oxigênio/farmacologia , Fenótipo , Receptores Imunológicos/metabolismo , Transdução de Sinais/efeitos dos fármacos , Transdução de Sinais/genética , Líquido Sinovial/efeitos dos fármacos , Líquido Sinovial/metabolismo , Receptor Gatilho 1 Expresso em Células Mieloides
19.
Cell Physiol Biochem ; 26(3): 471-82, 2010.
Artigo em Inglês | MEDLINE | ID: mdl-20798532

RESUMO

BACKGROUND: Several secondary metabolites from herbal nutrient products act as weak estrogens (phytoestrogens), competing with endogenous estrogen for binding to the estrogen receptors and inhibiting steroid converting enzymes. However, it is still unclear whether these compounds elicit estrogen dependent transcription of genes at physiological concentrations. METHODS: We compare the effects of physiological concentrations (100 nM) of the two phytoestrogens Enterolactone and Quercetin and the suspected phytoestrogen Curcumin on gene expression in the breast cancer cell line MCF7 with the effects elicited by 17-beta-estradiol (E2). RESULTS: All three phytocompounds have weak effects on gene transcription; most of the E2 genes respond to the phytoestrogens in the same direction though to a much lesser extent and in the order Curcumin > Quercetin > Enterolactone. Gene regulation induced by these compounds was low for genes strongly induced by E2 and similar to the latter for genes only weakly regulated by the classic estrogen. Of interest with regard to the treatment of menopausal symptoms, the survival factor Birc5/survivin and the oncogene MYBL1 are strongly induced by E2 but only marginally by phytoestrogens. CONCLUSION: This approach demonstrates estrogenic effects of putative phytoestrogens at physiological concentrations and shows, for the first time, estrogenic effects of Curcumin.


Assuntos
Curcumina/farmacologia , Fitoestrógenos/farmacologia , Transcrição Gênica/efeitos dos fármacos , 4-Butirolactona/análogos & derivados , 4-Butirolactona/farmacologia , Linhagem Celular Tumoral , Estradiol/farmacologia , Perfilação da Expressão Gênica/normas , Humanos , Proteínas Inibidoras de Apoptose , Lignanas/farmacologia , Proteínas Associadas aos Microtúbulos/genética , Proteínas Associadas aos Microtúbulos/metabolismo , Proteínas Proto-Oncogênicas/genética , Proteínas Proto-Oncogênicas/metabolismo , Quercetina/farmacologia , Valores de Referência , Survivina , Transativadores/genética , Transativadores/metabolismo
20.
Immunobiology ; 213(9-10): 733-49, 2008.
Artigo em Inglês | MEDLINE | ID: mdl-18926289

RESUMO

A common denominator of several pathological conditions, such as solid tumors and inflammatory lesions, is represented by low partial oxygen pressure (pO(2))(2). Mononuclear phagocytes are recruited in large numbers as primary monocytes from the circulation to diseased tissues, where they accumulate within ischemic/hypoxic sites terminally differentiating into inflammatory and tumor-associated macrophages or myeloid dendritic cells (DCs). Thus, mononuclear phagocyte responses that ensue at pathological sites begin in the setting of reduced pO(2). In the last years, extensive work from several groups has been carried out to characterize hypoxia-mediated changes in mononuclear phagocyte gene expression and functional properties under different pathologic situations, demonstrating that oxygen availability is a critical regulator of their functional behavior. However, the majority of reports are focused on the characterization of differentiated macrophages, in particular tumor-infiltrating macrophages (TAM), whereas limited evidence is available for what concerns the responses of peripheral blood monocytes or DCs to the local hypoxic environment. This brief review provides an overview of the phenotypic and functional changes triggered by hypoxia in primary monocytes and DCs. A major focus is given to the chemotactic activity and migratory behavior of these cells when exposed to levels of hypoxia similar to those present in ischemic tissues. Specifically, we discuss the influence of the local hypoxic microenvironment on the expression profile of genes involved in cell motility/migration. Experimental evidence demonstrating that hypoxia modulates in primary monocytes the expression of a selected cluster of chemokine genes with a characteristic dichotomy resulting in the up-regulation of those active on neutrophils and the inhibition of those predominantly active on monocytes, macrophages, T lymphocytes, NK cells, basophils and/or DCs is reported. We also review the findings suggestive of a negative regulatory role of hypoxia on monocyte migration, which is exerted through several alternative or complementary mechanisms and results in monocyte "trapping" within ischemic/hypoxic sites of diseased tissues. Furthermore, we summarize data relative to the ability of hypoxia to differentially regulate in immature DCs (iDCs) the expression profile of genes coding for chemokines and chemokine receptors, the former being down-regulated and the latter up-regulated, thus promoting the switch from a proinflammatory to a migratory phenotype of iDCs by, respectively, reducing their capacity to recruit other inflammatory leukocytes and increasing their sensitivity to chemoattractants. Similarities and differences between the gene expression pattern induced by hypoxia in primary monocytes and that reported in differentiated macrophages are also outlined in this review, to attempt to establish which gene clusters representative of the hypoxic transcriptome of mononuclear phagocytes are specific for a certain stage of differentiation. In particular, we discuss the partial overlap existing among mononuclear phagocytes at various differentiation stages in the expression of a cluster of hypoxia-responsive genes coding for regulators of angiogenesis, proinflammatory cytokines/receptors, and inflammatory mediators and implicated in tissue neo-vascularization and cell activation. Finally, we review studies on the transcription pathways underlying hypoxia-regulated gene expression in monocytic lineage cells, which support a major role for the hypoxia-inducible factor-1 (HIF-1)/hypoxia responsive element (HRE) pathway in monocyte extravasation and migration to hypoxic sites and in the activation of monocyte/macrophage proinflammatory and immunoregulatory responses by hypoxia both in vitro and in vivo. Recent experimental evidence suggesting the requirement of additional transcription factors, such as nuclear factor-kappaB (NF-kappaB), Ets-1, CCAAT/enhancer binding protein-alpha/beta (C/EBPalpha/beta), activator-protein-1 (AP-1), and early growth response-1 (Egr-1), for hypoxic regulation of gene transcription in primary human monocytes and differentiated macrophages and indicative of the existence of both a positive and a negative O(2)-driven HIF-1-dependent feedback regulatory mechanism of hypoxia transcriptional response in primary monocytes, are also reported.


Assuntos
Movimento Celular/genética , Células Dendríticas/imunologia , Regulação da Expressão Gênica , Hipóxia/genética , Monócitos/imunologia , Animais , Diferenciação Celular/imunologia , Diferenciação Celular/fisiologia , Movimento Celular/imunologia , Quimiotaxia/genética , Quimiotaxia/imunologia , Citocinas/imunologia , Citocinas/fisiologia , Humanos , Hipóxia/imunologia , Macrófagos/imunologia , Receptores de Citocinas/imunologia , Receptores de Citocinas/fisiologia
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