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1.
Front Genet ; 12: 633073, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33868371

RESUMO

Selecting appropriate metabolic engineering targets to build efficient cell factories maximizing the bioconversion of industrial by-products to valuable compounds taking into account time restrictions is a significant challenge in industrial biotechnology. Microbial metabolism engineering following a rational design has been widely studied. However, it is a cost-, time-, and laborious-intensive process because of the cell network complexity; thus, it is important to use tools that allow predicting gene deletions. An in silico experiment was performed to model and understand the metabolic engineering effects on the cell factory considering a second complexity level by transcriptomics data integration. In this study, a systems-based metabolic engineering target prediction was used to increase glycerol bioconversion to succinic acid based on Escherichia coli. Transcriptomics analysis suggests insights on how to increase cell glycerol utilization to further design efficient cell factories. Three E. coli models were used: a core model, a second model based on the integration of transcriptomics data obtained from growth in an optimized culture media, and a third one obtained after integration of transcriptomics data from adaptive laboratory evolution (ALE) experiments. A total of 2,402 strains were obtained with fumarase and pyruvate dehydrogenase being frequently predicted for all the models, suggesting these reactions as essential to increase succinic acid production. Finally, based on using flux balance analysis (FBA) results for all the mutants predicted, a machine learning method was developed to predict new mutants as well as to propose optimal metabolic engineering targets and mutants based on the measurement of the importance of each knockout's (feature's) contribution. Glycerol has become an interesting carbon source for industrial processes due to biodiesel business growth since it has shown promising results in terms of biomass/substrate yields. The combination of transcriptome, systems metabolic modeling, and machine learning analyses revealed the versatility of computational models to predict key metabolic engineering targets in a less cost-, time-, and laborious-intensive process. These data provide a platform to improve the prediction of metabolic engineering targets to design efficient cell factories. Our results may also work as a guide and platform for the selection/engineering of microorganisms for the production of interesting chemical compounds.

2.
BMC Biotechnol ; 16(1): 40, 2016 05 10.
Artigo em Inglês | MEDLINE | ID: mdl-27165305

RESUMO

BACKGROUND: The valuable role of immunotherapy in treating autoimmune diseases is increasingly recognized by those involved in the research and clinical application of new biopharmaceuticals products. However, many aspects related to the mechanisms of immune-modulated therapies remain to be elucidated in order to explore fully the emerging opportunities. The non-obese diabetic NOD mouse develops insulin-dependent diabetes mellitus spontaneously as a consequence of an autoimmune process in the presence of pathogenic CD4(+) T cells that typically exhibit Th17 cell phenotypes. The change of a Th17 phenotype into a pattern of regulatory T cells (Treg) is extremely important in controlling autoimmune diseases. Heat shock proteins (HSPs) are stress-induced proteins with immunoregulatory properties. In the current study, the capacity of Hsp65 and Hsp70 mycobacterial HSPs and a constructed DNA encoded Hsp65 (DNAhsp65) to transform the pattern of the immune response from Th17 into Treg cells has been studied in vitro using co-cultures of antigen presenting cells (APCs) and T cells in NOD mice. RESULTS: Cells harvested from NOD mice and cultured for 48 h (without immunoregulatory compounds) presented with Th1/Th17 patterns and secretions of IL-6, IFN-γ, IL-10 and IL-17 cytokines. The cultured cells from the non-diabetic BALB/C mice exhibited a Th1 pattern and the production of IL 6 and IFN-γ secretions. An up-regulation was observed in the supernatants from the co-cultures of NOD cells that were stimulated with DNAhsp65, Hsp65 or Hsp70 through increased levels of IL-10 secretion and the suppression of IL-6, IFN-γ and IL-17 production. In addition, immunoregulation was demonstrated through IL-17 suppression in the co-culture stimulated by the specific insulin antigen. Moreover, an increase of immunoregulatory compounds were observed in the co-culture through the expression of CD11b(+)CD86(+) activation markers on APCs, as well as the frequency of Treg cells expressing CD4(+)CD3(+) and CD4(+)CD25(hi). CONCLUSIONS: The in vitro observation of Th17 cells differentiating into Tregs in NOD mice could raise the hypothesis that the immune regulatory activity of HSPs could be an efficient strategy for diabetes prevention and treatment.


Assuntos
Células Apresentadoras de Antígenos/efeitos dos fármacos , Células Apresentadoras de Antígenos/imunologia , Diabetes Mellitus/tratamento farmacológico , Avaliação Pré-Clínica de Medicamentos/métodos , Linfócitos T Reguladores/efeitos dos fármacos , Linfócitos T Reguladores/imunologia , Animais , Células Apresentadoras de Antígenos/patologia , Bioensaio/métodos , Células Cultivadas , Técnicas de Cocultura/métodos , Diabetes Mellitus/patologia , Relação Dose-Resposta a Droga , Feminino , Hipoglicemiantes/administração & dosagem , Fatores Imunológicos/administração & dosagem , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Endogâmicos NOD , Avaliação de Resultados em Cuidados de Saúde/métodos , Linfócitos T Reguladores/patologia
3.
J Antimicrob Chemother ; 70(6): 1774-83, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25687643

RESUMO

OBJECTIVES: Although TB immunotherapy improves the results of conventional drug treatment, the effects of combining chemotherapy and immunotherapy have never been systematically evaluated. We used a comprehensive lung transcriptome analysis to directly compare the activity of combined chemotherapy and immunotherapy with that of single treatments in a mouse model of TB. METHODS: Mycobacterium tuberculosis-infected mice in the chronic phase of the disease (day 30) received: (i) isoniazid and rifampicin (drugs) daily for 30 days; (ii) DNA immunotherapy (DNA), consisting of four 100 µg injections at 10 day intervals; (iii) both therapies (DNA + drugs); or (iv) saline. The effects were evaluated 10 days after the end of treatment (day 70 post-infection). RESULTS: In all groups a systemic reduction in the load of bacilli was observed, bacilli became undetectable in the drugs and DNA + drugs groups, but the whole lung transcriptome analysis showed 867 genes exclusively modulated by the DNA + drugs combination. Gene enrichment analysis indicated that DNA + drugs treatment provided synergistic effects, including the down-regulation of proinflammatory cytokines and mediators of fibrosis, as confirmed by real-time PCR, ELISA, histopathology and hydroxyproline assay. CONCLUSIONS: Our results provide a molecular basis for the advantages of TB treatment using combined chemotherapy and DNA immunotherapy and demonstrate the synergistic effects obtained with this strategy.


Assuntos
Terapia Combinada/métodos , Tratamento Farmacológico/métodos , Imunoterapia/métodos , Mycobacterium tuberculosis/efeitos dos fármacos , Mycobacterium tuberculosis/imunologia , Tuberculose/terapia , Animais , Antituberculosos/administração & dosagem , Modelos Animais de Doenças , Perfilação da Expressão Gênica , Isoniazida/administração & dosagem , Pulmão/microbiologia , Pulmão/patologia , Camundongos Endogâmicos BALB C , Rifampina/administração & dosagem , Resultado do Tratamento , Vacinas de DNA/administração & dosagem
4.
BMC Microbiol ; 14: 128, 2014 May 19.
Artigo em Inglês | MEDLINE | ID: mdl-24886263

RESUMO

BACKGROUND: Phospholipases C (PLCs) are virulence factors found in several bacteria. In Mycobacterium tuberculosis (Mtb) they exhibit cytotoxic effects on macrophages, but the mechanisms involved in PLC-induced cell death are not fully understood. It has been reported that induction of cell necrosis by virulent Mtb is coordinated by subversion of PGE2, an essential factor in cell membrane protection. RESULTS: Using two Mtb clinical isolates carrying genetic variations in PLC genes, we show that the isolate 97-1505, which bears plcA and plcB genes, is more resistant to alveolar macrophage microbicidal activity than the isolate 97-1200, which has all PLC genes deleted. The isolate 97-1505 also induced higher rates of alveolar macrophage necrosis, and likewise inhibited COX-2 expression and PGE2 production. To address the direct effect of mycobacterial PLC on cell necrosis and PGE2 inhibition, both isolates were treated with PLC inhibitors prior to macrophage infection. Interestingly, inhibition of PLCs affected the ability of the isolate 97-1505 to induce necrosis, leading to cell death rates similar to those induced by the isolate 97-1200. Finally, PGE2 production by Mtb 97-1505-infected macrophages was restored to levels similar to those produced by 97-1200-infected cells. CONCLUSIONS: Mycobacterium tuberculosis bearing PLCs genes induces alveolar macrophage necrosis, which is associated to subversion of PGE2 production.


Assuntos
Morte Celular , Dinoprostona/antagonistas & inibidores , Macrófagos Alveolares/microbiologia , Macrófagos Alveolares/fisiologia , Mycobacterium tuberculosis/enzimologia , Fosfolipases Tipo C/metabolismo , Fatores de Virulência/metabolismo , Proteínas de Bactérias/genética , Humanos , Mycobacterium tuberculosis/imunologia , Mycobacterium tuberculosis/isolamento & purificação , Tuberculose/microbiologia , Fosfolipases Tipo C/genética
5.
Hum Vaccin Immunother ; 10(5): 1238-43, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24607935

RESUMO

Despite substantial efforts in recent years toward the development of new vaccines and drugs against tuberculosis (TB), success has remained elusive. Immunotherapy of TB with mycobacterial Hsp65 as a DNA vaccine (DNA-hsp65) results in a reduction of systemic bacterial loads and lung tissue damage, but the high homology of Hsp65 with the mammalian protein raises concern that pathological autoimmune responses may also be triggered. We searched for autoimmune responses elicited by DNA-hsp65 immunotherapy in mice chronically infected with TB by evaluating the humoral immune response and comprehensive histopathology using stereology. Cross-reactive antibodies between mycobacterial and mammalian Hsp60/65 were detected; however, no signs of pathological autoimmunity were found up to 60 days after the end of the therapy.


Assuntos
Anticorpos Antibacterianos/imunologia , Autoimunidade/imunologia , Proteínas de Bactérias/imunologia , Chaperonina 60/imunologia , Proteínas Mitocondriais/imunologia , Mycobacterium leprae/imunologia , Vacinas de DNA/imunologia , Animais , Autoimunidade/efeitos dos fármacos , Proteínas de Bactérias/administração & dosagem , Chaperonina 60/administração & dosagem , Chaperonina 60/antagonistas & inibidores , Reações Cruzadas/efeitos dos fármacos , Reações Cruzadas/imunologia , Imunidade Humoral/efeitos dos fármacos , Imunidade Humoral/imunologia , Imunoterapia/métodos , Camundongos , Camundongos Endogâmicos BALB C , Proteínas Mitocondriais/antagonistas & inibidores , Vacinas contra a Tuberculose/administração & dosagem , Vacinas contra a Tuberculose/imunologia , Vacinas de DNA/administração & dosagem
6.
Hum Vaccin Immunother ; 9(5): 1093-103, 2013 May.
Artigo em Inglês | MEDLINE | ID: mdl-23324590

RESUMO

Despite the enormous efforts displayed globally in the fight against tuberculosis, the disease incidence has modified slightly, which has led to a renewed interest in immunotherapy. In general, successful immunotherapeutic candidates against tuberculosis are agents that can trigger strong, specific pro-inflammatory responses, especially of the T-helper (Th) 1 pattern. However, how these pro-inflammatory agents effectively kill the bacteria without eliciting immunopathology is not well understood. We reasoned that, in addition to the specific immune response elicited by immunotherapy, the evaluation of the overall pro-inflammatory responses should provide additional and valuable information that will be useful in avoiding immunopathology. We evaluated the overall IFN-γ and IL-17 pro-inflammatory responses among CD4(+), CD8(+) and γδ T cells in the lungs of mice that were infected with M. tuberculosis and treated with a DNA vaccine in an immunotherapeutic regimen. Our results demonstrate that mice that effectively combat the pathogen develop a strong, specific Th1 immune response against the therapeutic antigen and have reduced lung inflammation, present in parallel a fine-tuning in the total IFN-γ- and IL-17-mediated immunity in the lungs. This modulation of the total immune response involves reducing the Th17 cell population, augmenting CD8(+) T cells that produce IFN-γ and increasing the total γδ T cell frequency. These results stress the importance of a broad evaluation of not only the specific immune response at the time to evaluate new immune interventional strategies against tuberculosis but also non-conventional T cells, such as γδ T lymphocytes.


Assuntos
Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD8-Positivos/imunologia , Terapia Genética/métodos , Inflamação , Interferon gama/metabolismo , Interleucina-17/metabolismo , Tuberculose/terapia , Animais , Modelos Animais de Doenças , Feminino , Pulmão/imunologia , Pulmão/patologia , Camundongos , Camundongos Endogâmicos BALB C , Receptores de Antígenos de Linfócitos T gama-delta/imunologia
7.
Cuad. Hosp. Clín ; 52(2): 53-58, 2007. tab
Artigo em Espanhol | LILACS | ID: lil-784068

RESUMO

Pregunta de Investigacion¿ Cual es la prevalencia de algunos factores de riesgo asociados a Diabetes Mellitus tipo 2 en población mayor de 20 años que acude a los servicios de salud urbano y rural de II y III nivel en Bolivia? Objetivo General Identificación de la prevalencia de factores de riesgo metabólico asociados a Diabetes Mellitus tipo 2 en población que acuda a los servicios de salud de Hospitales de II y III nivel del área urbana y rural de Bolivia. Diseño de Investigacion Descriptivo, de corte transversal (Aleatorio). Lugar Servicios de salud, hospitales de II y III nivel de área urbana y rural en Bolivia. Población. Selección aleatoria de población mayor de 20 años de ambos sexos, que acuda a los servicios de salud de hospitales de III y II nivel de área urbana y rural en Bolivia Material Y Métodos En 3679 pacientes seleccionados aleatoriamente, se realizó una encuesta con preguntas estructuradas para determinar factores sociales y étnicos, hábitos tóxicos. Posteriormente un examen físico con la medición del índice de masa corporal, presión arterial y perímetro abdominal. Además se practicó el test de glicemia basal en ayunas. Resultados Participaron de este estudio un total de 3679 personas, entre los 19 a 98 años de edad, 1387 varones (37,7%) y 2292 mujeres (62.3%), de los mismos: 2637, (71,7%) que se auto identifican como originarios y mestizos, 421 (11,4%) se consideran raza blanca, 89 (2.4%) se reconocen como de origen afro boliviano y 532 (14.5%)...


Assuntos
Humanos , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Idoso de 80 Anos ou mais , Complicações do Diabetes/epidemiologia , Diabetes Mellitus/diagnóstico , Serviços de Saúde/normas , Fatores de Risco , Amostragem Aleatória Simples , Saúde da População Rural/tendências
8.
Protein Expr Purif ; 47(2): 483-9, 2006 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-16330226

RESUMO

Phytocystatins are cysteine proteinase inhibitors from plants implicated in the endogenous regulation of protein turnover, programmed cell death, and in defense mechanisms against pathogens. To date, only few cystatin genes have been characterized in most plant species. We have previously characterized the protein Canecystatin, the first cystatin described in sugarcane. In an attempt to study novel Canecystatins, we identified two ORFs encoding cystatins (referred as CaneCPI-2 and CaneCPI-3) using the data from the Sugarcane EST genome project. These ORFs were then subcloned and expressed in Escherichia coli using pET28 expression vector. High amounts (approximately 20 mg/L) of pure recombinant proteins were obtained by affinity chromatography in a single step of purification. Polyclonal antibodies against the recombinant Canecystatins were raised, allowing the immunodetection of the endogenous proteins in the plant tissues. Moreover, the proteins were able to inhibit papain in a fluorometric assay with K(i) values of 0.2 and 0.25 microM for CaneCPI-2 and CaneCPI-3, respectively. These findings contribute to a better understanding of the activity of sugarcane cystatins and encourage future activity and structural studies of these proteins.


Assuntos
Cistatinas/biossíntese , Cistatinas/isolamento & purificação , Escherichia coli , Proteínas de Plantas/biossíntese , Proteínas de Plantas/isolamento & purificação , Proteínas Recombinantes/biossíntese , Proteínas Recombinantes/isolamento & purificação , Cromatografia de Afinidade , Cistatinas/química , Expressão Gênica , Papaína/antagonistas & inibidores , Papaína/química , Proteínas de Plantas/química , Proteínas Recombinantes/química
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