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1.
J Asthma ; 61(8): 767-779, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38214461

RESUMEN

OBJECTIVE: This study aimed to comprehensively investigate the prevalence of ABPA and AFRS, scrutinize existing diagnostic criteria and immunoassays, pinpoint their limitations, highlight ABPA as an occupational health implication, and identify suggestive measures to improve ABPA diagnosis in the context of Occupational Health Nursing and primary healthcare. DATA SOURCES: The data sources such as PubMed, Health and Safety Science Abstracts, OSH Update, Medline, and Google Scholar were searched. STUDY SELECTIONS: All published studies in the English language from 1990 till Oct, 2023 using Mesh terms keywords "Allergic bronchopulmonary aspergillosis," "Allergic fungal rhinosinusitis," "Signs and Symptoms," "Rapid Diagnostic Tests," "Diagnosis," "Occupational Health," "Occupational Health Nursing," "Prevalence," "Allergens" following "Boolean operators" search strategy were selected. RESULTS: This review succinctly covered signs, symptoms, and prevalence data concerning ABPA and AFRS. It briefly discussed existing diagnostic criteria and immunoassays, highlighted factors influencing the assay's variability, and underscored the role and scope of specific allergens toward improved, simple, and early ABPA diagnosis. ABPA as a neglected occupational health concern was emphasized, and the importance of RDTs in the context of healthcare professionals and OHNs was stated. Finally, this study suggested analyzing the impact of compromised post-pandemic immune status and the use of immunosuppressive drugs on ABPA prevalence among vulnerable communities and occupations. CONCLUSION: To conclude, global and Indian ABPA and AFRS prevalence data, factors influencing existing assay variability, and the scope of improvement in RDTs for ABPA diagnosis in the background of primary healthcare professionals and OHNs were addressed.


Asunto(s)
Alérgenos , Humanos , Prevalencia , Alérgenos/inmunología , Alérgenos/efectos adversos , Diagnóstico Precoz , Rinitis Alérgica/epidemiología , Rinitis Alérgica/diagnóstico , Enfermedades Profesionales/epidemiología , Enfermedades Profesionales/diagnóstico , Exposición Profesional/efectos adversos , Salud Laboral
2.
Indian J Med Res ; 159(1): 78-90, 2024 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-38345040

RESUMEN

BACKGROUND OBJECTIVES: Discovery of new antibiotics is the need of the hour to treat infectious diseases. An ever-increasing repertoire of multidrug-resistant pathogens poses an imminent threat to human lives across the globe. However, the low success rate of the existing approaches and technologies for antibiotic discovery remains a major bottleneck. In silico methods like machine learning (ML) deem more promising to meet the above challenges compared with the conventional experimental approaches. The goal of this study was to create ML models that may be used to successfully predict new antimicrobial compounds. METHODS: In this article, we employed eight different ML algorithms namely, extreme gradient boosting, random forest, gradient boosting classifier, deep neural network, support vector machine, multilayer perceptron, decision tree, and logistic regression. These models were trained using a dataset comprising 312 antibiotic drugs and a negative set of 936 non-antibiotic drugs in a five-fold cross validation approach. RESULTS: The top four ML classifiers (extreme gradient boosting, random forest, gradient boosting classifier and deep neural network) were able to achieve an accuracy of 80 per cent and above during the evaluation of testing and blind datasets. INTERPRETATION CONCLUSIONS: We aggregated the top performing four models through a soft-voting technique to develop an ensemble-based ML method and incorporated it into a freely accessible online prediction server named ABDpred ( http://clinicalmedicinessd.com.in/abdpred/ ).


Asunto(s)
Algoritmos , Antiinfecciosos , Humanos , Aprendizaje Automático , Aprendizaje Automático Supervisado , Antibacterianos/uso terapéutico
3.
Methods ; 203: 108-115, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35364279

RESUMEN

The ongoing global pandemic of COVID-19, caused by SARS-CoV-2 has killed more than 5.9 million individuals out of ∼43 million confirmed infections. At present, several parts of the world are encountering the 3rd wave. Mass vaccination has been started in several countries but they are less likely to be broadly available for the current pandemic, repurposing of the existing drugs has drawn highest attention for an immediate solution. A recent publication has mapped the physical interactions of SARS-CoV-2 and human proteins by affinity-purification mass spectrometry (AP-MS) and identified 332 high-confidence SARS-CoV-2-human protein-protein interactions (PPIs). Here, we taken a network biology approach and constructed a human protein-protein interaction network (PPIN) with the above SARS-CoV-2 targeted proteins. We utilized a combination of essential network centrality measures and functional properties of the human proteins to identify the critical human targets of SARS-CoV-2. Four human proteins, namely PRKACA, RHOA, CDK5RAP2, and CEP250 have emerged as the best therapeutic targets, of which PRKACA and CEP250 were also found by another group as potential candidates for drug targets in COVID-19. We further found candidate drugs/compounds, such as guanosine triphosphate, remdesivir, adenosine monophosphate, MgATP, and H-89 dihydrochloride that bind the target human proteins. The urgency to prevent the spread of infection and the death of diseased individuals has prompted the search for agents from the pool of approved drugs to repurpose them for COVID-19. Our results indicate that host targeting therapy with the repurposed drugs may be a useful strategy for the treatment of SARS-CoV-2 infection.


Asunto(s)
Antivirales , Tratamiento Farmacológico de COVID-19 , Antivirales/farmacología , Antivirales/uso terapéutico , Autoantígenos , Proteínas de Ciclo Celular , Reposicionamiento de Medicamentos , Humanos , Proteínas del Tejido Nervioso , Pandemias , SARS-CoV-2
4.
Mol Biol Rep ; 50(2): 1033-1044, 2023 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-36383337

RESUMEN

BACKGROUND: Inorganic arsenic [As(III)] and hexavalent chromium [Cr(VI)] can potentially affect metabolic functions. These heavy metal(s)/metalloids can also affect the gut microbial architecture which affects metabolic health. Here, we assessed the effects of short-term exposure of As(III) and Cr(VI) on key transcription factors in adipose tissues and on selected gut microbial abundances to understand the possible modulatory role of these toxicants on host metabolic health. METHODS AND RESULTS: qRT-PCR based relative bacterial abundance studies in cecal samples, gene expression analysis for gut wall integrity in ileum and colon and adipogenesis, lipolysis, and thermogenic genes in gonadal white and brown adipose tissue (gWAT and BAT), along with tissue oxidative stress parameters have been performed. As(III) and Cr(VI) exposure reduced beneficial Lactobacilli, Bifidobacteria, Akkermansia, Lachenospiraceae, Fecalibacterium, Eubacterium, and clostridium coccoid group while increasing lipopolysaccharides producing Enterobacteriaceae abundances. It also impaired structural features and expression of key tight junction and mucin production genes in ileum and colon (Cld-2, Cld-4, ZO-1, ZO-2, MUC-2 and - 4). In gWAT it inhibited adipogenesis (PPARγ, FASN, SREBP1a), lipolysis (HSL, ACOX-1), and thermogenesis (UCP-1, PGC1a, PRDM-16, PPARa) related genes expression, whereas in BAT, it enhanced adipogenesis and reduced thermogenesis. These exposures also reduces the endogenous antioxidants levels in these tissues and promote pro-inflammatory cytokines genes expression (TLRs, IL-6, MCP-1). The combinatorial exposure appears to have more deleterious effects. CONCLUSION: These effects of As(III) and Cr(VI) may not directly be linked to their known toxicological effects, instead, more intriguing crosstalk with gut microbial ecosystem hold the key.


Asunto(s)
Arsénico , Ratones , Animales , Arsénico/metabolismo , Ecosistema , Disbiosis/metabolismo , Cromo/toxicidad , Cromo/metabolismo , Tejido Adiposo Blanco/metabolismo , Termogénesis
5.
J Biochem Mol Toxicol ; 37(4): e23292, 2023 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-36527247

RESUMEN

Bisphenol A (BPA) is an omnipresent environmental pollutant. Despite being restrictions in-force for its utilization, it is widely being used in the production of polycarbonate plastics and epoxy resins. Direct, low-dose, and long-term exposure to BPA is expected when they are used in the packaging of food products and are used as containers for food consumption. Occupationally, workers are typically exposed to BPA at higher levels and for longer periods during the manufacturing process. BPA is a known endocrine disruptor chemical (EDC), that causes male infertility, which has a negative impact on human life from emotional, physical, and societal standpoints. To minimize the use of BPA in numerous consumer products, efforts and regulations are being made. Despite legislative limits in numerous nations, BPA is still found in consumer products. This paper examines BPA's overall male reproductive toxicity, including its impact on the hypothalamic-pituitary-testicular (HPT) axis, hormonal homeostasis, testicular steroidogenesis, sperm parameters, reproductive organs, and antioxidant defense system. Furthermore, this paper highlighted the role of non-monotonic dose-response (NMDR) in BPA exposure, which will help to improve the overall understanding of the harmful effects of BPA on the male reproductive system.


Asunto(s)
Disruptores Endocrinos , Masculino , Humanos , Disruptores Endocrinos/toxicidad , Semen , Genitales Masculinos , Testículo , Compuestos de Bencidrilo/toxicidad
6.
Infect Immun ; 90(6): e0011922, 2022 06 16.
Artículo en Inglés | MEDLINE | ID: mdl-35587200

RESUMEN

Antibiotic resistance of pathogenic bacteria has emerged as a major threat to public health worldwide. While stable resistance due to the acquisition of genomic mutations or plasmids carrying antibiotic resistance genes is well established, much less is known about the temporary and reversible resistance induced by antibiotic treatment, such as that due to treatment with bacterial cell wall-inhibiting antibiotics such as ampicillin. Typically, ampicillin concentration in the blood and other tissues gradually increases over time after initiation of the treatment. As a result, the bacterial population is exposed to a concentration gradient of ampicillin during the treatment of infectious diseases. This is different from in vitro drug testing, where the organism is exposed to fixed drug concentrations from the beginning until the end. To mimic the mode of antibiotic exposure of microorganisms within host tissues, we cultured the wild-type, ampicillin-sensitive Salmonella enterica serovar Typhi Ty2 strain (S. Typhi Ty2) in the presence of increasing concentrations of ampicillin over a period of 14 days. This resulted in the development of a strain that displayed several features of the so-called L-form of bacteria, including the absence of the cell wall, altered shape, and lower growth rate compared with the parental form. Studies of the pathogenesis of S. Typhi L-form showed efficient infection of the murine and human macrophage cell lines. More importantly, S. Typhi L-form was also able to establish infection in a mouse model to the extent comparable to its parental form. These results suggested that L-form generation following the initiation of treatment with antibiotics could lead to drug escape of S. Typhi and cell to cell (macrophages) spread of the bacteria, which sustain the infection. Oral infection by the L-form bacteria underscores the potential of rapid disease transmission through the fecal-oral route, highlighting the need for new approaches to decrease the reservoir of infection.


Asunto(s)
Ampicilina , Salmonella typhi , Ampicilina/farmacología , Animales , Antibacterianos/farmacología , Línea Celular , Macrófagos/microbiología , Ratones , Salmonella typhi/genética
7.
Malar J ; 20(1): 307, 2021 Jul 08.
Artículo en Inglés | MEDLINE | ID: mdl-34238299

RESUMEN

BACKGROUND: Point-of-care glucose-6-phosphate dehydrogenase (G6PD) testing has the potential to make the use of radical treatment for vivax malaria safer and more effective. Widespread use of G6PD tests as part of malaria case management has been limited, in part due to due concerns regarding product usability, user training, and supervision. This study seeks to assess how well end users can understand the Standard™ G6PD Test (SD Biosensor, Suwon, South Korea) workflow, result output, and label after training. This will ultimately help inform test registration and introduction. METHODS: Potential G6PD test users who provide malaria case management at three sites in Brazil, Ethiopia, and India were trained on the use of the SD Biosensor Standard G6PD Test and assessed based on their ability to understand the test workflow and interpret results. The assessment was done through a questionnaire, designed to assess product usability against key technical product specifications and fulfill regulatory evidence requirements. Any participant who obtained 85% or above correct responses to the questionnaire was considered to adequately comprehend how to use and interpret the test. RESULTS: Forty-five participants, including malaria microscopists, laboratory staff, nurses, and community health workers took part in the study. Seventy-eight percent of all participants in the study (35/45) obtained passing scores on the assessment with minimal training. Responses to the multiple-choice questions indicate that most participants understood well the test intended use, safety claims, and warnings. The greatest source of error regarding the test was around the correct operating temperature. Most test results were also read and interpreted correctly, with the haemoglobin measurement being a more problematic output to interpret than the G6PD measurement. CONCLUSIONS: These data results show how a standardized tool can be used to assess a user's ability to run a point-of-care diagnostic and interpret results. When applied to the SD Biosensor Standard G6PD Test, this tool demonstrates that a range of users across multiple contexts can use the test and suggests improvements to the test instructions and training that can improve product usability, increase user comprehension, and ultimately contribute to more widespread effective use of point-of-care G6PD tests. TRIAL REGISTRATION: NCT04033640.


Asunto(s)
Competencia Clínica , Deficiencia de Glucosafosfato Deshidrogenasa/diagnóstico , Glucosafosfato Deshidrogenasa/sangre , Capacitación en Servicio , Malaria/diagnóstico , Pruebas en el Punto de Atención , Brasil , Etiopía , Deficiencia de Glucosafosfato Deshidrogenasa/sangre , Humanos , India , Malaria/sangre , Malaria/tratamiento farmacológico , Etiquetado de Productos , Encuestas y Cuestionarios
8.
Cell Microbiol ; 21(8): e13034, 2019 08.
Artículo en Inglés | MEDLINE | ID: mdl-31013389

RESUMEN

How Salmonella enterica serovar Typhi (S. Typhi), an important human pathogen, survives the stressful microenvironments inside the gastrointestinal tract and within macrophages remains poorly understood. We report here that S. Typhi has a bonafide stringent response (SR) system, which is mediated by (p)ppGpp and regulates multiple virulence-associated traits and the pathogenicity of the S. Typhi Ty2 strain. In an iron overload mouse model of S. Typhi infection, the (p)ppGpp0 (Ty2ΔRelAΔSpoT) strain showed minimal systemic spread and no mortality, as opposed to 100% death of the mice challenged with the isogenic wild-type strain. Ty2ΔRelAΔSpoT had markedly elongated morphology with incomplete septa formation and demonstrated severely attenuated motility and chemotaxis due to the loss of flagella. Absence of the Vi-polysaccharide capsule rendered the mutant strain highly susceptible to complement-mediated lysis. The phenotypes of Ty2ΔRelAΔSpoT was contributed by transcriptional repression of several genes, including fliC, tviA, and ftsZ, as found by reverse transcriptase quantitative polymerase chain reaction and gene complementation studies. Finally, Ty2ΔRelAΔSpoT had markedly reduced invasion into intestinal epithelial cells and significantly attenuated survival within macrophages. To the best of our knowledge, this was the first study that addressed SR in S. Typhi and showed that (p)ppGpp was essential for optimal pathogenic fitness of the organism.


Asunto(s)
Proteínas Bacterianas/genética , Guanosina Pentafosfato/metabolismo , Interacciones Huésped-Patógeno/genética , Salmonella typhi/genética , Salmonella typhi/patogenicidad , Fiebre Tifoidea/microbiología , Animales , Proteínas Bacterianas/metabolismo , Células CACO-2 , Modelos Animales de Enfermedad , GTP Pirofosfoquinasa/deficiencia , GTP Pirofosfoquinasa/genética , Regulación Bacteriana de la Expresión Génica , Células HT29 , Humanos , Sobrecarga de Hierro/metabolismo , Sobrecarga de Hierro/microbiología , Sobrecarga de Hierro/mortalidad , Sobrecarga de Hierro/patología , Hígado/metabolismo , Hígado/microbiología , Hígado/patología , Ratones , Ratones Endogámicos BALB C , Ratones Noqueados , Polisacáridos Bacterianos/deficiencia , Pirofosfatasas/deficiencia , Pirofosfatasas/genética , Células RAW 264.7 , Salmonella typhi/crecimiento & desarrollo , Salmonella typhi/metabolismo , Transducción de Señal , Bazo/metabolismo , Bazo/microbiología , Bazo/patología , Análisis de Supervivencia , Células THP-1 , Fiebre Tifoidea/metabolismo , Fiebre Tifoidea/mortalidad , Fiebre Tifoidea/patología , Virulencia
9.
Cell Microbiol ; 21(3): e12982, 2019 03.
Artículo en Inglés | MEDLINE | ID: mdl-30426648

RESUMEN

Typhoid is a life-threatening febrile illness that affects ~24.2 million people worldwide and is caused by the intracellular bacteria Salmonella Typhi (S. Typhi). Intestinal epithelial invasion by S. Typhi is essential for the establishment of successful infection and is traditionally believed to depend on Salmonella pathogenicity island 1-encoded type 3 secretion system 1 (T3SS-1). We had previously reported that bacterial outer membrane protein T2942/STIV functions as a standalone invasin and contributes to the pathogenesis of S. Typhi by promoting epithelial invasion independent of T3SS-1 (Cell Microbiol, 2015). Here, we show that STIV, by using its 20-amino-acid extracellular loop, interacts with receptor tyrosine kinase, Met, of host intestinal epithelial cells. This interaction leads to Met phosphorylation and activation of a downstream signalling cascade, involving Src, phosphatidylinositol 3-kinase/Akt, and Rac1, which culminates into localized actin polymerisation and bacterial engulfment by the cell. Inhibition of Met tyrosine kinase activity severely limited intestinal invasion and systemic infection by S. Typhi in vivo, highlighting the importance of this invasion pathway in disease progression. This is the first report elucidating the mechanism of T3SS-1-independent epithelial invasion of S. Typhi, and this crucial host-pathogen interaction may be targeted therapeutically to restrict pathogenesis.


Asunto(s)
Proteínas de la Membrana Bacteriana Externa/metabolismo , Endocitosis , Células Epiteliales/microbiología , Interacciones Huésped-Patógeno , Proteínas Proto-Oncogénicas c-met/metabolismo , Salmonella typhi/crecimiento & desarrollo , Fiebre Tifoidea/fisiopatología , Actinas/metabolismo , Línea Celular , Humanos , Fosforilación , Multimerización de Proteína , Procesamiento Proteico-Postraduccional , Transducción de Señal
10.
Indian J Med Res ; 151(5): 459-467, 2020 May.
Artículo en Inglés | MEDLINE | ID: mdl-32611916

RESUMEN

BACKGROUND & OBJECTIVES: Healthcare workers (HCWs) are at an elevated risk of contracting COVID-19. While intense occupational exposure associated with aerosol-generating procedures underlines the necessity of using personal protective equipment (PPE) by HCWs, high-transmission efficiency of the causative agent [severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)] could also lead to infections beyond such settings. Hydroxychloroquine (HCQ), a repurposed antimalarial drug, was empirically recommended as prophylaxis by the National COVID-19 Task Force in India to cover such added risk. Against this background, the current investigation was carried out to identify the factors associated with SARS-CoV-2 infection among HCWs in the country. METHODS: A case-control design was adopted and participants were randomly drawn from the countrywide COVID-19 testing data portal maintained by the ICMR. The test results and contact details of HCWs, diagnosed as positive (cases) or negative (controls) for SARS-CoV-2 using real-time reverse transcription-polymerase chain reaction (qRT-PCR), were available from this database. A 20-item brief-questionnaire elicited information on place of work, procedures conducted and use of PPE. RESULTS: Compared to controls, cases were slightly older (34.7 vs. 33.5 yr) and had more males (58 vs. 50%). In multivariate analyses, HCWs performing endotracheal intubation had higher odds of being SARS-CoV-2 infected [adjusted odds ratio (AOR): 4.33, 95% confidence interval (CI): 1.16-16.07]. Consumption of four or more maintenance doses of HCQ was associated with a significant decline in the odds of getting infected (AOR: 0.44; 95% CI: 0.22-0.88); a dose-response relationship existed between frequency of exposure to HCQ and such reductions (χ[2] for trend=48.88; P <0.001). In addition, the use of PPE was independently associated with the reduction in odds of getting infected with SARS-CoV-2. INTERPRETATIONS & CONCLUSIONS: Until results of clinical trials for HCQ prophylaxis become available, this study provides actionable information for policymakers to protect HCWs at the forefront of COVID-19 response. The public health message of sustained intake of HCQ prophylaxis as well as appropriate PPE use need to be considered in conjunction with risk homoeostasis operating at individual levels.


Asunto(s)
Infecciones por Coronavirus/epidemiología , Infecciones por Coronavirus/transmisión , Personal de Salud , Transmisión de Enfermedad Infecciosa de Paciente a Profesional/prevención & control , Exposición Profesional , Pandemias , Neumonía Viral/epidemiología , Neumonía Viral/transmisión , Adolescente , Adulto , Antimaláricos/uso terapéutico , Betacoronavirus , COVID-19 , Estudios de Casos y Controles , Infecciones por Coronavirus/prevención & control , Femenino , Humanos , Hidroxicloroquina/uso terapéutico , India/epidemiología , Intubación Intratraqueal/estadística & datos numéricos , Masculino , Persona de Mediana Edad , Exposición Profesional/prevención & control , Pandemias/prevención & control , Equipo de Protección Personal/estadística & datos numéricos , Neumonía Viral/prevención & control , Factores Protectores , Factores de Riesgo , SARS-CoV-2 , Encuestas y Cuestionarios , Adulto Joven
11.
BMC Bioinformatics ; 20(1): 736, 2019 Dec 27.
Artículo en Inglés | MEDLINE | ID: mdl-31881961

RESUMEN

BACKGROUND: With the global spread of multidrug resistance in pathogenic microbes, infectious diseases emerge as a key public health concern of the recent time. Identification of host genes associated with infectious diseases will improve our understanding about the mechanisms behind their development and help to identify novel therapeutic targets. RESULTS: We developed a machine learning techniques-based classification approach to identify infectious disease-associated host genes by integrating sequence and protein interaction network features. Among different methods, Deep Neural Networks (DNN) model with 16 selected features for pseudo-amino acid composition (PAAC) and network properties achieved the highest accuracy of 86.33% with sensitivity of 85.61% and specificity of 86.57%. The DNN classifier also attained an accuracy of 83.33% on a blind dataset and a sensitivity of 83.1% on an independent dataset. Furthermore, to predict unknown infectious disease-associated host genes, we applied the proposed DNN model to all reviewed proteins from the database. Seventy-six out of 100 highly-predicted infectious disease-associated genes from our study were also found in experimentally-verified human-pathogen protein-protein interactions (PPIs). Finally, we validated the highly-predicted infectious disease-associated genes by disease and gene ontology enrichment analysis and found that many of them are shared by one or more of the other diseases, such as cancer, metabolic and immune related diseases. CONCLUSIONS: To the best of our knowledge, this is the first computational method to identify infectious disease-associated host genes. The proposed method will help large-scale prediction of host genes associated with infectious-diseases. However, our results indicated that for small datasets, advanced DNN-based method does not offer significant advantage over the simpler supervised machine learning techniques, such as Support Vector Machine (SVM) or Random Forest (RF) for the prediction of infectious disease-associated host genes. Significant overlap of infectious disease with cancer and metabolic disease on disease and gene ontology enrichment analysis suggests that these diseases perturb the functions of the same cellular signaling pathways and may be treated by drugs that tend to reverse these perturbations. Moreover, identification of novel candidate genes associated with infectious diseases would help us to explain disease pathogenesis further and develop novel therapeutics.


Asunto(s)
Enfermedades Transmisibles/genética , Aprendizaje Automático , Aminoácidos/análisis , Ontología de Genes , Humanos , Redes Neurales de la Computación , Mapas de Interacción de Proteínas
12.
Nutr Cancer ; 71(2): 257-271, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-30475060

RESUMEN

Numerous mechanisms are believed to contribute to the role of dietary fiber-derived butyrate in the protection against the development of colorectal cancers (CRCs). To identify the most crucial butyrate-regulated genes, we exploited whole genome microarray of HT-29 cells differentiated in vitro by butyrate treatment. Butyrate differentiates HT-29 cells by relaxing the perturbation, caused by mutations of Adenomatous polyposis coli (APC) and TP53 genes, the most frequent mutations observed in CRC. We constructed protein-protein interaction network (PPIN) with the differentially expressed genes after butyrate treatment and extracted the hub genes from the PPIN, which also participated in the APC-TP53 network. The idea behind this approach was that the expression of these hub genes also regulated cell differentiation, and subsequently CRC prognosis by evading the APC-TP53 mutational effect. We used mRNA expression profile of these critical hub genes from seven large CRC cohorts. Logistic Regression showed strong evidence for association of these common hubs with CRC recurrence. In this study, we exploited PPIN to reduce the dimension of microarray biologically and identified five prognostic markers for the CRC recurrence, which were validated across different datasets. Moreover, these five biomarkers we identified increase the predictive value of the TNM staging for CRC recurrence.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Butiratos/farmacología , Colon/citología , Neoplasias Colorrectales/metabolismo , Neoplasias Colorrectales/patología , Recurrencia Local de Neoplasia/metabolismo , Recurrencia Local de Neoplasia/patología , Diferenciación Celular/efectos de los fármacos , Factor 1 de Ensamblaje de la Cromatina/metabolismo , Colon/efectos de los fármacos , Colon/metabolismo , Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/genética , Biología Computacional/métodos , Inhibidor p16 de la Quinasa Dependiente de Ciclina/metabolismo , Perfilación de la Expresión Génica , Humanos , Integrina beta1/metabolismo , Proteína 1 Relacionada con Receptor de Lipoproteína de Baja Densidad/metabolismo , Recurrencia Local de Neoplasia/tratamiento farmacológico , Pronóstico , Mapas de Interacción de Proteínas/efectos de los fármacos , Quinasa Syk/metabolismo
13.
Infect Immun ; 86(9)2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-29891541

RESUMEN

SslE (YghJ), a cell surface-associated and secreted lipoprotein, was identified as a potential vaccine candidate for extraintestinal pathogenic Escherichia coli, providing nearly complete protection from sepsis in a mouse model. We earlier found that SslE from neonatal septicemic E. coli could trigger the secretion of various proinflammatory cytokines in murine macrophages, the signaling pathway of which is still obscure. In this study, we showed that SslE specifically binds to Toll-like receptor 2 (TLR2)/TLR1 heterodimers and recruits downstream adaptors MyD88, TIRAP, and TRAF6. In addition, SslE stimulates nuclear translocation of NF-κB and activates different mitogen-activated protein (MAP) kinase signaling cascades specific to the secretion of each cytokine in murine macrophages, which becomes impaired in TLR2 small interfering RNA (siRNA)-transfected cells and in cells blocked with a monoclonal antibody (MAb) against TLR2, suggesting the involvement of TLR2 in NF-κB and MAP kinase activation and subsequent cytokine secretion. Furthermore, our study is the first to show that SslE can stimulate TLR2-dependent production of other proinflammatory hallmarks, such as reactive nitrogen and oxygen species as well as type 1 chemokines, which contribute to the anti-infection immune response of the host. Also, the overexpression of major histocompatibility complex class II (MHC II) and other costimulatory molecules (CD80 and CD86) in macrophages essentially indicates that SslE promotes macrophage activation and M1 polarization, which are crucial in framing the host's innate immune response to this protein, and hence, SslE could be a potent immunotherapeutic target against E. coli sepsis.


Asunto(s)
Proteínas de Escherichia coli/inmunología , Sistema de Señalización de MAP Quinasas , Activación de Macrófagos , Macrófagos/inmunología , Metaloproteasas/inmunología , FN-kappa B/inmunología , Receptor Toll-Like 2/inmunología , Animales , Antígeno B7-1/genética , Antígeno B7-2/genética , Diferenciación Celular , Quimiocinas/inmunología , Infecciones por Escherichia coli/inmunología , Escherichia coli Patógena Extraintestinal/inmunología , Genes MHC Clase II , Células HEK293 , Humanos , Inmunidad Innata , Inflamación , Macrófagos/microbiología , Ratones , Células RAW 264.7 , Transducción de Señal
14.
Malar J ; 17(1): 241, 2018 Jun 20.
Artículo en Inglés | MEDLINE | ID: mdl-29925430

RESUMEN

The goal to eliminate malaria from the Asia-Pacific by 2030 will require the safe and widespread delivery of effective radical cure of malaria. In October 2017, the Asia Pacific Malaria Elimination Network Vivax Working Group met to discuss the impediments to primaquine (PQ) radical cure, how these can be overcome and the methodological difficulties in assessing clinical effectiveness of radical cure. The salient discussions of this meeting which involved 110 representatives from 18 partner countries and 21 institutional partner organizations are reported. Context specific strategies to improve adherence are needed to increase understanding and awareness of PQ within affected communities; these must include education and health promotion programs. Lessons learned from other disease programs highlight that a package of approaches has the greatest potential to change patient and prescriber habits, however optimizing the components of this approach and quantifying their effectiveness is challenging. In a trial setting, the reactivity of participants results in patients altering their behaviour and creates inherent bias. Although bias can be reduced by integrating data collection into the routine health care and surveillance systems, this comes at a cost of decreasing the detection of clinical outcomes. Measuring adherence and the factors that relate to it, also requires an in-depth understanding of the context and the underlying sociocultural logic that supports it. Reaching the elimination goal will require innovative approaches to improve radical cure for vivax malaria, as well as the methods to evaluate its effectiveness.


Asunto(s)
Antimaláricos/uso terapéutico , Malaria Vivax/prevención & control , Plasmodium vivax/efectos de los fármacos , Primaquina/uso terapéutico , Cumplimiento y Adherencia al Tratamiento/estadística & datos numéricos , Asia , Humanos , Islas del Pacífico , Resultado del Tratamiento
15.
RNA Biol ; 15(1): 95-103, 2018 01 02.
Artículo en Inglés | MEDLINE | ID: mdl-29099311

RESUMEN

Small RNAs (sRNAs) in bacteria have emerged as key players in transcriptional and post-transcriptional regulation of gene expression. Here, we present a statistical analysis of different sequence- and structure-related features of bacterial sRNAs to identify the descriptors that could discriminate sRNAs from other bacterial RNAs. We investigated a comprehensive and heterogeneous collection of 816 sRNAs, identified by northern blotting across 33 bacterial species and compared their various features with other classes of bacterial RNAs, such as tRNAs, rRNAs and mRNAs. We observed that sRNAs differed significantly from the rest with respect to G+C composition, normalized minimum free energy of folding, motif frequency and several RNA-folding parameters like base-pairing propensity, Shannon entropy and base-pair distance. Based on the selected features, we developed a predictive model using Random Forests (RF) method to classify the above four classes of RNAs. Our model displayed an overall predictive accuracy of 89.5%. These findings would help to differentiate bacterial sRNAs from other RNAs and further promote prediction of novel sRNAs in different bacterial species.


Asunto(s)
ARN Mensajero/genética , ARN Ribosómico/genética , ARN Pequeño no Traducido/genética , ARN de Transferencia/genética , Bacterias/genética , Composición de Base/genética , Emparejamiento Base , Regulación Bacteriana de la Expresión Génica , ARN Bacteriano/clasificación , ARN Bacteriano/genética , ARN Mensajero/clasificación , ARN Ribosómico/clasificación , ARN Pequeño no Traducido/clasificación , ARN de Transferencia/clasificación
16.
Nucleic Acids Res ; 44(12): 5658-72, 2016 07 08.
Artículo en Inglés | MEDLINE | ID: mdl-27060138

RESUMEN

Toll-like receptor 5 (TLR5) expression in the intestinal epithelial cells (IECs) is critical to maintain health, as underscored by multiple intestinal and extra-intestinal diseases in mice genetically engineered for IEC-specific TLR5 knockout. A gradient of expression exists in the colonic epithelial cells from the cecum to the distal colon. Intriguingly, an identical gradient for the dietary metabolite, butyrate also exists in the luminal contents. However, both being critical for intestinal homeostasis and immune response, no studies examined the role of butyrate in the regulation of TLR5 expression. We showed that butyrate transcriptionally upregulates TLR5 in the IECs and augments flagellin-induced immune responses. Both basal and butyrate-induced transcription is regulated by differential binding of Sp-family transcription factors to the GC-box sequences over the TLR5 promoter. Butyrate activates two different protein kinase C isoforms to dephosphorylate/acetylate Sp1 by serine/threonine phosphatases and phosphorylate Sp3 by ERK-MAPK, respectively. This resulted in Sp1 displacement from the promoter and binding of Sp3 to it, leading to p300 recruitment and histone acetylation, activating transcription. This is the first study addressing the mechanisms of physiological TLR5 expression in the intestine. Additionally, a novel insight is gained into Sp1/Sp3-mediated gene regulation that may apply to other genes.


Asunto(s)
Inmunidad Celular/genética , Factores de Transcripción Sp/genética , Factor de Transcripción Sp3/genética , Receptor Toll-Like 5/biosíntesis , Acetilación/efectos de los fármacos , Animales , Butiratos/farmacología , Quinasas MAP Reguladas por Señal Extracelular/genética , Flagelina/farmacología , Regulación de la Expresión Génica/genética , Histonas/metabolismo , Humanos , Inmunidad Celular/efectos de los fármacos , Mucosa Intestinal/metabolismo , Ratones , Ratones Noqueados , Regiones Promotoras Genéticas , Unión Proteica/genética , Factores de Transcripción Sp/metabolismo , Factor de Transcripción Sp3/metabolismo , Receptor Toll-Like 5/genética , Factores de Transcripción p300-CBP/genética
17.
J Cell Biochem ; 118(1): 191-203, 2017 01.
Artículo en Inglés | MEDLINE | ID: mdl-27293079

RESUMEN

Spleen tyrosine kinase (Syk), a non-receptor tyrosine kinase, regulates tumor progression, either negatively or positively, depending on the tissue lineage. Information about the role of Syk in colorectal cancers (CRC) is limited, and conflicting reports have been published. We studied Syk expression and its role in differentiation and apoptosis of the colonocytes. Here, we reported for the first time that expression of two transcript variants of Syk is suppressed in colonocytes during butyrate-induced differentiation, which mediates apoptosis of HT-29 cells. Despite being a known HDAC inhibitor, butyrate deacetylates histone3/4 around the transcription start site (TSS) of Syk. Histone deacetylation precludes the binding of RNA Polymerase II to the promoter and inhibits transcription. Since butyrate is a colonic metabolite derived from undigested fibers, our study offers a plausible explanation of the underlying mechanisms of the protective role of butyrate as well as the dietary fibers against CRC through the regulation of Syk. We also report that combined use of butyrate and highly specific Syk inhibitor BAY61-3606 does not enhance differentiation and apoptosis of colonocytes. Instead, BAY completely abolishes butyrate-induced differentiation and apoptosis in a Syk- and ERK1/2-dependent manner. While butyrate dephosphorylates ERK1/2 in HT-29 cells, BAY re-phosphorylates it, leading to its activation. This study describes a novel mechanism of butyrate action in CRC and explores the role of Syk in butyrate-induced differentiation and apoptosis. In addition, our study highlights those commercial small molecule inhibitors, although attractive drug candidates should be used with concern because of their frequent off-target effects. J. Cell. Biochem. 118: 191-203, 2017. © 2016 Wiley Periodicals, Inc.


Asunto(s)
Apoptosis/efectos de los fármacos , Colon/enzimología , Histonas/metabolismo , Sistema de Señalización de MAP Quinasas/efectos de los fármacos , Proteína Quinasa 1 Activada por Mitógenos/metabolismo , Proteína Quinasa 3 Activada por Mitógenos/metabolismo , Niacinamida/análogos & derivados , Pirimidinas/farmacología , Quinasa Syk/antagonistas & inhibidores , Acetilación/efectos de los fármacos , Butiratos/farmacología , Células CACO-2 , Colon/citología , Histona Desacetilasas/genética , Histona Desacetilasas/metabolismo , Histonas/genética , Humanos , Proteína Quinasa 1 Activada por Mitógenos/genética , Proteína Quinasa 3 Activada por Mitógenos/genética , Niacinamida/farmacología , Quinasa Syk/genética , Quinasa Syk/metabolismo
18.
Biochim Biophys Acta Gen Subj ; 1861(1 Pt A): 3365-3377, 2017 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-27590109

RESUMEN

BACKGROUND: Chemokines play key roles in immune homeostasis and inflammatory response. Considering the role of Ccl20 and Toll-like receptor 9 (TLR9) in gut homeostasis and inflammatory bowel disease (IBD), regulation of Ccl20 by bacterial DNA, the TLR9 ligand, merits in-depth studies. METHODS: We analyzed Ccl20 expression in various epithelial cell (EC) lines by q-PCR and ELISA. In-vivo expression was investigated in isolated murine colonocytes by immunoblotting. Transcriptional regulation of Ccl20 was studied by reporter assays, gene knock-down, electrophoretic mobility shift assay and chromatin immunoprecipitation. Activation of upstream kinases was checked by immunoblotting. RESULTS: We showed low levels of Ccl20 expression in mouse colonic ECs, but marked induction by in vivo treatment with bacterial DNA. This corroborated with persistent Ccl20 induction in different EC lines. We found involvement of MAP-kinases during the early hours after stimulation, and a novel AP-1site (-252bp) regulated the expression in colonic ECs. More importantly, mutually exclusive transcriptional regulation by AP-1 (cjun/cfos) and non-canonical NF-κB (RelB/p52) downstream of MEK-ERK and NIK-IKK-α-NF-κB2 (p100) phosphorylation, respectively was responsible for persistent Ccl20 expression in the colonic cells, while canonical NF-κB isoforms played no role. CONCLUSIONS: Persistent Ccl20 induction by TLR9 in colonic ECs involves early and delayed activation of two independent signaling pathways. This is the first report of non-canonical NF-κB activation and Ccl20 expression in the colonic ECs by TLR9. GENERAL SIGNIFICANCE: Our study will help to better understand immune regulation by Ccl20 in the intestine and may be exploited for future development of novel therapeutics against IBD.


Asunto(s)
Quimiocina CCL20/genética , Quinasas MAP Reguladas por Señal Extracelular/metabolismo , FN-kappa B/metabolismo , Transducción de Señal , Receptor Toll-Like 9/metabolismo , Factor de Transcripción AP-1/metabolismo , Animales , Línea Celular , Núcleo Celular/efectos de los fármacos , Núcleo Celular/metabolismo , Quimiocina CCL20/metabolismo , Quimiotaxis/efectos de los fármacos , ADN Bacteriano/farmacología , Células Dendríticas/citología , Células Dendríticas/efectos de los fármacos , Células Dendríticas/metabolismo , Enterocitos/efectos de los fármacos , Enterocitos/metabolismo , Epitelio/efectos de los fármacos , Epitelio/metabolismo , Regulación de la Expresión Génica/efectos de los fármacos , Células Madre Hematopoyéticas/efectos de los fármacos , Células Madre Hematopoyéticas/metabolismo , Humanos , Intestino Delgado/efectos de los fármacos , Intestino Delgado/metabolismo , Péptidos y Proteínas de Señalización Intracelular , Ratones , Modelos Biológicos , Factor 88 de Diferenciación Mieloide/metabolismo , Subunidades de Proteína/metabolismo , Transporte de Proteínas/efectos de los fármacos , Factor 6 Asociado a Receptor de TNF/metabolismo , Factores de Tiempo , Transcripción Genética/efectos de los fármacos , Activación Transcripcional/efectos de los fármacos , Activación Transcripcional/genética
19.
Biochim Biophys Acta Gen Subj ; 1861(7): 1777-1787, 2017 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-28341486

RESUMEN

BACKGROUND: Human polo-like kinase 1 (PLK1), a highly conserved serine/threonine kinase is a key player in several essential cell-cycle events. PLK1 is considered an oncogene and its overexpression often correlates with poor prognosis of cancers, including colorectal cancer (CRC). However, regulation of PLK1 expression in colorectal cells was never studied earlier and it is currently unknown if PLK1 regulates differentiation and apoptosis of CRC. METHODS: PLK1 expression was analyzed by real-time PCR and western blotting. Transcriptional regulation was studied by reporter assay, gene knock-down, EMSA and ChIP. RESULTS: PLK1 expression was down-regulated during butyrate-induced differentiation of HT-29 and other CRC cells. Also, PLK1 down-regulation mediated the role of butyrate in CRC differentiation and apoptosis. We report here a novel transcriptional regulation of PLK1 by butyrate. Transcription factors CCAAT/enhancer-binding protein α (C/EBPα) and Oct-1 share an overlapping binding site over the PLK1 promoter. Elevated levels of C/EBPα by butyrate treatment of CRC cells competed out the activator protein Oct-1 from binding to the PLK1 promoter and sequestered it. Binding of C/EBPα was associated with increased deacetylation near the transcription start site (TSS) of the PLK1 promoter, which abrogated transcription through reduced recruitment of RNA polymerase II. We also found a synergistic role between the synthetic PLK1-inhibitor SBE13 and butyrate on the apoptosis of CRC cells. CONCLUSION: This study offered a novel p53-independent regulation of PLK1 during CRC differentiation and apoptosis. GENERAL SIGNIFICANCE: Down-regulation of PLK1 is one of the mechanisms underlying the anti-cancer role of dietary fibre-derived butyrate in CRC.


Asunto(s)
Apoptosis , Proteína alfa Potenciadora de Unión a CCAAT/fisiología , Proteínas de Ciclo Celular/genética , Neoplasias Colorrectales/patología , Proteínas Serina-Treonina Quinasas/genética , Proteínas Proto-Oncogénicas/genética , Apoptosis/efectos de los fármacos , Bencilaminas/farmacología , Butiratos/farmacología , Proteínas de Ciclo Celular/antagonistas & inhibidores , Diferenciación Celular/efectos de los fármacos , Línea Celular Tumoral , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Humanos , Factor 1 de Transcripción de Unión a Octámeros/fisiología , Proteínas Serina-Treonina Quinasas/antagonistas & inhibidores , Proteínas Proto-Oncogénicas/antagonistas & inhibidores , Piridinas/farmacología , Quinasa Tipo Polo 1
20.
Cell Microbiol ; 17(4): 486-503, 2015 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-25308535

RESUMEN

Adhesion and invasion of Intestinal Epithelial Cells (IECs) are critical for the pathogenesis of Salmonella Typhi, the aetiological agent of human typhoid fever. While type three secretion system-1 (T3SS-1) is a major invasion apparatus of Salmonella, independent invasion mechanisms were described for non-typhoidal Salmonellae. Here, we show that T2942, an AIL-like protein of S. Typhi Ty2 strain, is required for adhesion and invasion of cultured IECs. That invasion was T3SS-1 independent was proved by ectopic expression of T2942 in the non-invasive E. coli BL21 and double-mutant Ty2 (Ty2Δt2942ΔinvG) strains. Laminin and fibronectin were identified as the host-binding partners of T2942 with higher affinity for laminin. Standalone function of T2942 was confirmed by cell adhesion of the recombinant protein, while the protein or anti-T2942 antiserum blocked adhesion/invasion of S. Typhi, indicating specificity. A 20-amino acid extracellular loop was required for invasion, while several loop regions of T2942 contributed to adhesion. Further, T2942 cooperates with laminin-binding T2544 for adhesion and T3SS-1 for invasion. Finally, T2942 was required and synergistically worked with T3SS-1 for pathogenesis of S. Typhi in mice. Considering wide distribution of T2942 among clinical strains, the protein or the 20-mer peptide may be suitable for vaccine development.


Asunto(s)
Adhesión Bacteriana , Proteínas Bacterianas/metabolismo , Endocitosis , Interacciones Huésped-Patógeno , Salmonella typhi/fisiología , Análisis Mutacional de ADN , Escherichia coli/genética , Escherichia coli/fisiología , Fibronectinas/metabolismo , Expresión Génica , Células HT29 , Humanos , Laminina/metabolismo , Proteínas Mutantes/genética , Proteínas Mutantes/metabolismo , Unión Proteica , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo
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