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1.
Clinics (Sao Paulo) ; 79: 100445, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39059143

RESUMEN

BACKGROUND: Patients with peripheral arterial disease have an increased risk of developing cardiovascular complications in the postoperative period of arterial surgeries known as Major Adverse Cardiac Events (MACE), which includes acute myocardial infarction, heart failure, malignant arrhythmias, and stroke. The preoperative evaluation aims to reduce mortality and the risk of MACE. However, there is no standardized approach to performing them. The aim of this study was to compare the preoperative evaluation conducted by general practitioners with those performed by cardiologists. METHODS: This is a retrospective analysis of medical records of patients who underwent elective arterial surgeries from January 2016 to December 2020 at a tertiary hospital in São Paulo, Brazil. The authors compared the preoperative evaluation of these patients according to the initial evaluator (general practitioners vs. cardiologists), assessing patients' clinical factors, mortality, postoperative MACE incidence, rate of requested non-invasive stratification tests, length of hospital stay, among others. RESULTS: 281 patients were evaluated: 169 assessed by cardiologists and 112 by general practitioners. Cardiologists requested more non-invasive stratification tests (40.8%) compared to general practitioners (9%) (p < 0.001), with no impact on mortality (8.8% versus 10.7%; p = 0.609) and postoperative MACE incidence (10.6% versus 6.2%; p = 0.209). The total length of hospital stay was longer in the cardiologist group (17.27 versus 11.79 days; p < 0.001). CONCLUSION: The increased request for exams didn't have a significant impact on mortality and postoperative MACE incidence, but prolonged the total length of hospital stay. Health managers should consider these findings and ensure appropriate utilization of human and financial resources.


Asunto(s)
Enfermedad Arterial Periférica , Complicaciones Posoperatorias , Cuidados Preoperatorios , Centros de Atención Terciaria , Procedimientos Quirúrgicos Vasculares , Humanos , Femenino , Estudios Retrospectivos , Masculino , Persona de Mediana Edad , Procedimientos Quirúrgicos Vasculares/efectos adversos , Anciano , Brasil/epidemiología , Enfermedad Arterial Periférica/cirugía , Complicaciones Posoperatorias/epidemiología , Tiempo de Internación/estadística & datos numéricos , Medición de Riesgo/métodos , Factores de Riesgo , Procedimientos Quirúrgicos Electivos , Cardiólogos
2.
Methods Mol Biol ; 2758: 109-124, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38549011

RESUMEN

A number of different approaches have been used for quantitative peptidomics. In this protocol, we describe the method in which peptides are reacted with formaldehyde and sodium cyanoborohydride, which converts primary and secondary amines into tertiary amines. By using different combinations of regular reagents, deuterated reagents (2H), and reagents containing deuterium and 13C, it is possible to produce five isotopically distinct forms of the methylated peptides, which can be quantified by mass spectrometry. Peptides with free N-termini that are primary amines incorporate two methyl groups using this procedure, which differ by 2 Da for each of the five isotopic combinations. Peptides that contain unmodified lysine residues incorporate additional pairs of methyl groups, leading to larger mass differences between isotopic forms. The reagents are commercially available, relatively inexpensive, and chemically stable.


Asunto(s)
Aminas , Péptidos , Péptidos/química , Espectrometría de Masas/métodos , Metilación , Proteómica/métodos
3.
Methods Mol Biol ; 2758: 199-212, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38549015

RESUMEN

Peptides have broad biological significance among different species. Intracellular peptides are considered a particular class of bioactive peptides, whose generation is initiated by proteasomal degradation of cytosolic, nuclear, or mitochondrial proteins. To extract and purify intracellular peptides, which may apply for biological peptides in general, it is important to consider the initial source: tissue, cell, or fluid. First, it is important to proceed fast with inactivation of proteases and/or peptidases commonly present in the biological source of peptides, which might rapidly degrade peptides during the initial process of extraction. The incubation of biological tissues, cells, and fluids at 80 °C for up to 20 min have been sufficient to fully inactivate proteases or peptidases activities. It is particularly important not to acidify the samples at high temperature, because it can lead to nonspecific hydrolysis reactions; particularly, the Asp-Pro peptide bond can be cleaved at acidic environments and elevated temperatures. Unfortunately, not every sample can have proteinases and peptidases denatured by heating the biological source of intracellular peptides. Plasma, for example, when heated at temperatures higher than 55 °C can clot and trap peptides within the fibrin net. Therefore, alternative conditions for inactivating proteinases and peptidases must apply for plasma samples. In this chapter, the most successful methods used in our laboratory to extract intracellular peptides are described.


Asunto(s)
Péptido Hidrolasas , Péptidos , Péptidos/química , Péptido Hidrolasas/metabolismo , Endopeptidasas , Hidrólisis , Proteómica
4.
Methods Mol Biol ; 2758: 307-317, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38549021

RESUMEN

Bioactive peptides such as neuropeptides and peptide hormones are largely understood in their involvement in a variety of physiologic systems. In addition to the neuropeptides produced and processed by the classic secretory pathway, intracellular peptides (InPeps) have shown biological activity in studies involving different organisms. A model that has become attractive in many research fields is the zebrafish (Danio rerio), which has allowed correlating behavioral responses or physiological processes with underlying molecular pathways or signaling cascades, improving the understanding of homeostasis mechanisms of the central nervous system, as well as pathological processes such as neurodegenerative diseases. Here, we provide a detailed description of the protocol of treatment with 6-OHDA, which mimics some features of Parkinson's Disease, as well as the validation of the treatment by evaluation of the locomotor activity and the protocol of peptide extraction followed by isotopic labeling to peptide relative quantitation by mass spectrometry.


Asunto(s)
Neuropéptidos , Pez Cebra , Animales , Pez Cebra/metabolismo , Oxidopamina , Encéfalo/metabolismo , Péptidos/metabolismo , Neuropéptidos/metabolismo , Proteómica/métodos
5.
Biomolecules ; 13(3)2023 02 24.
Artículo en Inglés | MEDLINE | ID: mdl-36979368

RESUMEN

The seahorse is a marine teleost fish member of the Syngnathidae family that displays a complex variety of morphological and reproductive behavior innovations and has been recognized for its medicinal importance. In the Brazilian ichthyofauna, the seahorse Hippocampus reidi is among the three fish species most used by the population in traditional medicine. In this study, a protocol was performed based on fast heat inactivation of proteases plus liquid chromatography coupled to mass spectrometry to identify native peptides in gills of seahorse H. reidi. The MS/MS spectra obtained from gills allowed the identification of 1080 peptides, of which 1013 peptides were present in all samples and 67 peptide sequences were identified in an additional LC-MS/MS run from an alkylated and reduced pool of samples. The majority of peptides were fragments of the internal region of the amino acid sequence of the precursor proteins (67%), and N- and C-terminal represented 18% and 15%, respectively. Many peptide sequences presented ribosomal proteins, histones and hemoglobin as precursor proteins. In addition, peptide fragments from moronecidin-like protein, described with antimicrobial activity, were found in all gill samples of H. reidi. The identified sequences may reveal new bioactive peptides.


Asunto(s)
Smegmamorpha , Animales , Smegmamorpha/fisiología , Branquias , Cromatografía Liquida , Espectrometría de Masas en Tándem , Peces
6.
Mar Drugs ; 21(3)2023 Mar 22.
Artículo en Inglés | MEDLINE | ID: mdl-36976246

RESUMEN

Sea anemones are sessile invertebrates of the phylum Cnidaria and their survival and evolutive success are highly related to the ability to produce and quickly inoculate venom, with the presence of potent toxins. In this study, a multi-omics approach was applied to characterize the protein composition of the tentacles and mucus of Bunodosoma caissarum, a species of sea anemone from the Brazilian coast. The tentacles transcriptome resulted in 23,444 annotated genes, of which 1% showed similarity with toxins or proteins related to toxin activity. In the proteome analysis, 430 polypeptides were consistently identified: 316 of them were more abundant in the tentacles while 114 were enriched in the mucus. Tentacle proteins were mostly enzymes, followed by DNA- and RNA-associated proteins, while in the mucus most proteins were toxins. In addition, peptidomics allowed the identification of large and small fragments of mature toxins, neuropeptides, and intracellular peptides. In conclusion, integrated omics identified previously unknown or uncharacterized genes in addition to 23 toxin-like proteins of therapeutic potential, improving the understanding of tentacle and mucus composition of sea anemones.


Asunto(s)
Venenos de Cnidarios , Anémonas de Mar , Animales , Anémonas de Mar/metabolismo , Venenos de Cnidarios/química , Brasil , Multiómica , Péptidos/química , Toxinas Marinas/química
7.
Nat Prod Res ; 37(11): 1882-1887, 2023 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-36095034

RESUMEN

Siparuna brasiliensis is a medicinal plant widely used by indigenous communities of the Amazon rainforest to treat inflammatory diseases and related pathologies. Considering its ethnopharmacological application, it constitutes an important source of biologically active molecules in the development of anti-inflammatory drugs. This study describes a dereplication methodology of the bioactive extract from S. brasiliensis leaves and the evaluation of the anti-inflammatory potential in an in vivo inflammatory model with mice of the BALB/c lineage and in vitro using cell lines, as well as determining the production of an inflammatory mediator. From their charge-to-mass ratios (m/z) and elemental composition obtained through Ultrahigh-resolution mass spectrometry analysis by ESI(-)-Orbitrap MS and chromatographic profile by RP-HPLC-PDA, it was possible to annotate polyphenols with anti-inflammatory properties classified as flavonoids and organic acids. The administration of the extract significantly inhibited carrageenan-induced paw edema and showed effects similar to those of drug dexamethasone without affecting cell viability.


Asunto(s)
Extractos Vegetales , Plantas Medicinales , Ratones , Animales , Extractos Vegetales/química , Antiinflamatorios/química , Carragenina/efectos adversos , Polifenoles/análisis , Hojas de la Planta/química , Edema/inducido químicamente , Edema/tratamiento farmacológico
8.
Adv Simul (Lond) ; 7(1): 43, 2022 Dec 28.
Artículo en Inglés | MEDLINE | ID: mdl-36578096

RESUMEN

INTRODUCTION: Rapid-cycle deliberate practice (RCDP) is a simulation-based educational strategy that consists of repeating a simulation scenario a number of times to acquire a planned competency. When the objective of a cycle is achieved, a new cycle initiates with increased skill complexity. There have been no previous randomized studies comparing after-event debriefing clinical manikin-based simulation to RCDP in adult cardiopulmonary resuscitation (CPR). METHODS: We invited physicians from the post-graduate program on Emergency Medicine of the Hospital Israelita Albert Einstein. Groups were randomized 1:1 to RCDP or after-event debriefing simulation prior to the first station of CPR training. During the first 5 min of the pre-intervention scenario, both groups participated in a simulated case of an out-of-hospital cardiac arrest without facilitator interference; after the first 5 min, each scenario was then facilitated according to group allocation (RCDP or after-event debriefing). In a second scenario of CPR later in the day with the same participants, there was no facilitator intervention, and the planned outcomes were evaluated. The primary outcome was the chest compression fraction during CPR in the post-intervention scenario. Secondary outcomes comprised time for recognition of the cardiac arrest, time for first verbalization of the cardiac arrest initial rhythm, time for first defibrillation, and mean pre-defibrillation pause. RESULTS: We analyzed data of three courses conducted between June 2018 and July 2019, with 76 participants divided into 9 teams. Each team had a median of 8 participants. In the post-intervention scenario, the RCDP teams had a significantly higher chest compression fraction than the after-event debriefing group (80.0% vs 63.6%; p = 0.036). The RCDP group also demonstrated a significantly lower time between recognition of the rhythm and defibrillation (6 vs 25 s; p value = 0.036). CONCLUSION: RCDP simulation strategy is associated with significantly higher manikin chest compression fraction during CPR when compared to an after-event debriefing simulation.

9.
PLoS One ; 16(4): e0244812, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33909613

RESUMEN

Species of Brachycephalus has been having taxonomical issues due its morphological similarity and genetic conservatism. Herein, we describe a new species of Brachycephalus from the south Mantiqueira mountain range and semidecidual forests in the municipalities of Mogi das Cruzes, Campinas and Jundiaí, state of São Paulo, Brazil, based on an integrative approach. It can be distinguished from all species of the B. ephippium species group based on morphological characters (especially osteology and head shape), advertisement call and divergence in partial mitochondrial DNA gene sequences (16S). The new species is genetically similar to B. margaritatus and morphologically similar to B. ephippium. It can be differentiated from B. ephippium by the presence of dark faded spots on skull and post-cranial plates, presence of black connective tissue connective tissue scattered over dorsal musculature, parotic plate morphology, smaller snout-vent length (adult SVL: males 13.46-15.92 mm; females 16.04-17.69 mm) and 3% genetic distance. We also present natural history data and discuss the robustness of the integrative approach, geographic distribution, genetic data, behaviour, fluorescence in ontogeny, and conservation status.


Asunto(s)
Anuros , ADN Mitocondrial/genética , Filogenia , Animales , Anuros/anatomía & histología , Anuros/clasificación , Anuros/genética
10.
Zebrafish ; 18(1): 55-65, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33570475

RESUMEN

Parkinson's disease (PD) is a chronic neurodegenerative disorder mainly attributed to the progressive loss of dopaminergic neurons in the substantia nigra, which leads to uncontrolled voluntary movements causing tremors, postural instability, joint stiffness, and speech and locomotion difficulties, among other symptoms. Previous studies have shown the participation of specific peptides in neurodegenerative diseases. In this context, the present work analyzed changes in the peptide profile in zebrafish brain induced to parkinsonian conditions with 6-hydroxydopamine, using isotopic labeling techniques plus mass spectrometry. These analyses allowed the relative quantitation and identification of 118 peptides. Of these, nine peptides showed significant changes, one peptide was increased and eight decreased. The most altered sequences were fragment of cytosolic and extracellular proteins related to lipid metabolism and dynamic cytoskeleton. These results open new perspectives of study about the function of peptides in PD.


Asunto(s)
Encéfalo/metabolismo , Oxidopamina/farmacología , Enfermedad de Parkinson/metabolismo , Péptidos/metabolismo , Pez Cebra/metabolismo , Animales , Enfermedad de Parkinson/etiología
11.
Biomolecules ; 10(2)2020 02 17.
Artículo en Inglés | MEDLINE | ID: mdl-32079362

RESUMEN

Thimet oligopeptidase (EC 3.4.24.15; EP24.15; THOP1) is a potential therapeutic target, as it plays key biological functions in processing biologically functional peptides. The structural conformation of THOP1 provides a unique restriction regarding substrate size, in that it only hydrolyzes peptides (optimally, those ranging from eight to 12 amino acids) and not proteins. The proteasome activity of hydrolyzing proteins releases a large number of intracellular peptides, providing THOP1 substrates within cells. The present study aimed to investigate the possible function of THOP1 in the development of diet-induced obesity (DIO) and insulin resistance by utilizing a murine model of hyperlipidic DIO with both C57BL6 wild-type (WT) and THOP1 null (THOP1-/-) mice. After 24 weeks of being fed a hyperlipidic diet (HD), THOP1-/- and WT mice ingested similar chow and calories; however, the THOP1-/- mice gained 75% less body weight and showed neither insulin resistance nor non-alcoholic fatty liver steatosis when compared to WT mice. THOP1-/- mice had increased adrenergic-stimulated adipose tissue lipolysis as well as a balanced level of expression of genes and microRNAs associated with energy metabolism, adipogenesis, or inflammation. Altogether, these differences converge to a healthy phenotype of THOP1-/- fed a HD. The molecular mechanism that links THOP1 to energy metabolism is suggested herein to involve intracellular peptides, of which the relative levels were identified to change in the adipose tissue of WT and THOP1-/- mice. Intracellular peptides were observed by molecular modeling to interact with both pre-miR-143 and pre-miR-222, suggesting a possible novel regulatory mechanism for gene expression. Therefore, we successfully demonstrated the previously unanticipated relevance of THOP1 in energy metabolism regulation. It was suggested that intracellular peptides were responsible for mediating the phenotypic differences that are described herein by a yet unknown mechanism of action.


Asunto(s)
Metabolismo Energético , Metaloendopeptidasas/metabolismo , Obesidad/metabolismo , Adipogénesis , Tejido Adiposo/metabolismo , Animales , Dieta Alta en Grasa/efectos adversos , Femenino , Eliminación de Gen , Resistencia a la Insulina , Lipólisis , Masculino , Metaloendopeptidasas/genética , Ratones , Ratones Endogámicos C57BL , Obesidad/etiología , Obesidad/genética
12.
Neurosci Lett ; 721: 134765, 2020 03 16.
Artículo en Inglés | MEDLINE | ID: mdl-32004656

RESUMEN

Previous studies suggested the pharmacological potential of rat hemopressin (PVNFKFLSH) and its shorter synthetic peptide NFKF, to protect from pilocarpine-induced seizures in mice. Orally administered NFKF was shown to be hundred times more potent than cannabidiol in delaying the first seizure induced by pilocarpine in mice. Here, using an experimental autoimmune encephalomyelitis (EAE) model of multiple sclerosis we have shown that C57BL/6 J mice orally administrated with NFKF (500 µg/kg) presented better EAE clinical scores and improved locomotor activity compared to saline administrated control mice. NFKF blocked the production of IL-1beta and IL-6, and has high scores binding cannabinoid type 2 receptors. Therefore, NFKF is an exciting new possibility to neurodegenerative diseases therapeutics.


Asunto(s)
Encefalomielitis Autoinmune Experimental/metabolismo , Encefalomielitis Autoinmune Experimental/prevención & control , Hemoglobinas/uso terapéutico , Fármacos Neuroprotectores/uso terapéutico , Fragmentos de Péptidos/uso terapéutico , Animales , Citocinas/antagonistas & inhibidores , Citocinas/metabolismo , Encefalomielitis Autoinmune Experimental/patología , Femenino , Hemoglobinas/química , Hemoglobinas/farmacología , Ratones , Ratones Endogámicos C57BL , Simulación del Acoplamiento Molecular/métodos , Fármacos Neuroprotectores/química , Fármacos Neuroprotectores/farmacología , Fragmentos de Péptidos/química , Fragmentos de Péptidos/farmacología , Ratas
13.
Curr Comput Aided Drug Des ; 16(5): 541-554, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-31749432

RESUMEN

INTRODUCTION: The enzyme Glycogen Synthase Kinase 3-ß (GSK-3ß) is related to neuronal cell degeneration, representing a promising target to treat Alzheimer's Disease (AD). METHODS: In this work, we performed a molecular modeling study of existing GSK-3ß inhibitors by means of evaluation of their IC50 values, derivation of a pharmacophore model, molecular docking simulations, ADME/Tox properties predictions, molecular modifications and prediction of synthetic viability. RESULTS: In this manner, inhibitor 15 (CID 57399952) was elected a template molecule, since it demonstrated to bear relevant structural groups able to interact with GSK-3ß, and also presented favorable ADME/Tox predicted properties, except for mutagenicity. Based on this inhibitor chemical structure we proposed six analogues that presented the absence of alerts for mutagenic and carcinogenic activity, both for rats and mouse; likewise they all presented low risk alerts for inhibition of hERG and medium prediction of synthetic viability. CONCLUSION: It is concluded that the analogues of GSK-3ß inhibitors were optimized in relation to the toxicity endpoint of the template molecule, being, therefore, presented as novel and promising drug candidates for AD treatment.


Asunto(s)
Inhibidores Enzimáticos/química , Inhibidores Enzimáticos/farmacología , Glucógeno Sintasa Quinasa 3 beta/antagonistas & inhibidores , Simulación del Acoplamiento Molecular , Enfermedad de Alzheimer/tratamiento farmacológico , Concentración 50 Inhibidora
14.
Neurosci Lett, v. 721, 134765, jan. 2020
Artículo en Inglés | Sec. Est. Saúde SP, SESSP-IBPROD, Sec. Est. Saúde SP | ID: bud-2921

RESUMEN

Previous studies suggested the pharmacological potential of rat hemopressin (PVNFKFLSH) and its shorter synthetic peptide NFKF, to protect from pilocarpine-induced seizures in mice. Orally administered NFKF was shown to be hundred times more potent than cannabidiol in delaying the first seizure induced by pilocarpine in mice. Here, using an experimental autoimmune encephalomyelitis (EAE) model of multiple sclerosis we have shown that C57BL/6J mice orally administrated with NFKF (500µg/kg) presented better EAE clinical scores and improved locomotor activity compared to saline administrated control mice. NFKF blocked the production of IL-1beta and IL-6, and has high scores binding cannabinoid type 2 receptors. Therefore, NFKF is an exciting new possibility to neurodegenerative diseases therapeutics.

15.
Biomolecules ; 9(8)2019 08 19.
Artículo en Inglés | MEDLINE | ID: mdl-31431000

RESUMEN

Thimet oligopeptidase (THOP1) is thought to be involved in neuropeptide metabolism, antigen presentation, neurodegeneration, and cancer. Herein, the generation of THOP1 C57BL/6 knockout mice (THOP1-/-) is described showing that they are viable, have estrus cycle, fertility, and a number of puppies per litter similar to C57BL/6 wild type mice (WT). In specific brain regions, THOP1-/- exhibit altered mRNA expression of proteasome beta5, serotonin 5HT2a receptor and dopamine D2 receptor, but not of neurolysin (NLN). Peptidomic analysis identifies differences in intracellular peptide ratios between THOP1-/- and WT mice, which may affect normal cellular functioning. In an experimental model of multiple sclerosis THOP1-/- mice present worse clinical behavior scores compared to WT mice, corroborating its possible involvement in neurodegenerative diseases. THOP1-/- mice also exhibit better survival and improved behavior in a sepsis model, but also a greater peripheral pain sensitivity measured in the hot plate test after bradykinin administration in the paw. THOP1-/- mice show depressive-like behavior, as well as attention and memory retention deficits. Altogether, these results reveal a role of THOP1 on specific behaviors, immune-stimulated neurodegeneration, and infection-induced inflammation.


Asunto(s)
Metaloendopeptidasas/metabolismo , Animales , Conducta Animal , Femenino , Masculino , Metaloendopeptidasas/deficiencia , Metaloendopeptidasas/genética , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Fenotipo
16.
Zebrafish ; 16(3): 240-251, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-31017557

RESUMEN

Peptides represent a large class of cell signaling molecules, and they are mainly produced by the classical secretory pathway or during protein degradation. The peptide profile of Danio rerio (zebrafish) shows a lack of information when compared with other consolidated animal models. The aim of this work was to characterize the peptide profile of zebrafish brain by using triplex reductive methylation of amines labeling and liquid chromatography coupled to electron spray mass spectrometry. A total of 411 peptide fragments were detected and 125 peptide sequences could be solved. Further analysis suggested that most of the peptides were fragments of intracellular cytosolic and mitochondrial proteins, and that 60% of the precursor proteins were cleaved at either their N- or C-terminal. The most common residue in the P1 position was leucine whereas other common residues were lysine, alanine, arginine, and phenylalanine. Rare cleavage sites at P1 position were histidine, glutamic acid, and isoleucine. The peptide profile of zebrafish brain has similarities with results previously described in mice brain peptidome studies. Thus, this study represents an important basis for the molecular understanding of zebrafish and its use as a model for human diseases.


Asunto(s)
Proteínas de Peces/genética , Péptidos y Proteínas de Señalización Intracelular/genética , Proteoma/genética , Pez Cebra/genética , Animales , Encéfalo/metabolismo , Proteínas de Peces/metabolismo , Péptidos y Proteínas de Señalización Intracelular/metabolismo , Proteoma/metabolismo , Análisis de Secuencia de ARN
17.
PLoS One ; 14(3): e0212844, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-30861015

RESUMEN

Temperament and Psychological Types can be defined as innate psychological characteristics associated with how we relate with the world, and often influence our study and career choices. Furthermore, understanding these features help us manage conflicts, develop leadership, improve teaching and many other skills. Assigning temperament and psychological types is usually made by filling specific questionnaires. However, it is possible to identify temperamental characteristics from a linguistic and behavioral analysis of social media data from a user. Thus, machine-learning algorithms can be used to learn from a user's social media data and infer his/her behavioral type. This paper initially provides a brief historical review of theories on temperament and then brings a survey of research aimed at predicting temperament and psychological types from social media data. It follows with the proposal of a framework to predict temperament and psychological types from a linguistic and behavioral analysis of Twitter data. The proposed framework infers temperament types following the David Keirsey's model, and psychological types based on the MBTI model. Various data modelling and classifiers are used. The results showed that Random Forests with the LIWC technique can predict with 96.46% of accuracy the Artisan temperament, 92.19% the Guardian temperament, 78.68% the Idealist, and 83.82% the Rational temperament. The MBTI results also showed that Random Forests achieved a better performance with an accuracy of 82.05% for the E/I pair, 88.38% for the S/N pair, 80.57% for the T/F pair, and 78.26% for the J/P pair.


Asunto(s)
Investigación Conductal/métodos , Psicolingüística/métodos , Conducta Social , Medios de Comunicación Sociales , Temperamento , Investigación Conductal/historia , Femenino , Historia del Siglo XXI , Humanos , Aprendizaje Automático/historia , Masculino , Modelos Psicológicos , Psicolingüística/historia
18.
Arq Bras Cardiol ; 112(3): 230-237, 2019 03.
Artículo en Inglés, Portugués | MEDLINE | ID: mdl-30916200

RESUMEN

BACKGROUND: High-sensitivity cardiac troponin I (hs-cTnI) has played an important role in the risk stratification of patients during the in-hospital phase of acute coronary syndrome (ACS), but few studies have determined its role as a long-term prognostic marker in the outpatient setting. OBJECTIVE: To investigate the association between levels of hs-cTnI measured in the subacute phase after an ACS event and long-term prognosis in a highly admixed population. METHODS: We measured levels of hs-cTnI in 525 patients 25 to 90 days after admission for an ACS event; these patients were then divided into tertiles according to hs-cTnI levels and followed for up to 7 years. We compared all-cause and cardiovascular mortality using Cox proportional hazards models and adopting a significance level of 5%. RESULTS: After a median follow-up of 51 months, patients in the highest tertile had a greater hazard ratio (HR) for all-cause mortality after adjustment for age, sex, known cardiovascular risk factors, medication use, and demographic factors (HR: 3.84, 95% CI: 1.92-8.12). These findings persisted after further adjustment for estimated glomerular filtration rate < 60 ml/min/1.73 m2 and left ventricular ejection fraction < 0.40 (HR: 6.53, 95% CI: 2.12-20.14). Cardiovascular mortality was significantly higher in the highest tertile after adjustment for age and sex (HR: 5.65, 95% CI: 1.94-16.47) and both in the first (HR: 4.90, 95% CI: 1.35-17.82) and second models of multivariate adjustment (HR: 5.89, 95% CI: 1.08-32.27). CONCLUSIONS: Elevated hs-cTnI levels measured in the stabilized phase after an ACS event are independent predictors of all-cause and cardiovascular mortality in a highly admixed population.


Asunto(s)
Síndrome Coronario Agudo/mortalidad , Troponina I/sangre , Anciano , Biomarcadores/sangre , Brasil/epidemiología , Causas de Muerte , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Infarto del Miocardio/diagnóstico , Pronóstico , Modelos de Riesgos Proporcionales , Factores de Riesgo , Troponina T/sangre
19.
Arq. bras. cardiol ; Arq. bras. cardiol;112(3): 230-237, Mar. 2019. tab, graf
Artículo en Inglés | LILACS | ID: biblio-989327

RESUMEN

Abstract Background: High-sensitivity cardiac troponin I (hs-cTnI) has played an important role in the risk stratification of patients during the in-hospital phase of acute coronary syndrome (ACS), but few studies have determined its role as a long-term prognostic marker in the outpatient setting. Objective: To investigate the association between levels of hs-cTnI measured in the subacute phase after an ACS event and long-term prognosis in a highly admixed population. Methods: We measured levels of hs-cTnI in 525 patients 25 to 90 days after admission for an ACS event; these patients were then divided into tertiles according to hs-cTnI levels and followed for up to 7 years. We compared all-cause and cardiovascular mortality using Cox proportional hazards models and adopting a significance level of 5%. Results: After a median follow-up of 51 months, patients in the highest tertile had a greater hazard ratio (HR) for all-cause mortality after adjustment for age, sex, known cardiovascular risk factors, medication use, and demographic factors (HR: 3.84, 95% CI: 1.92-8.12). These findings persisted after further adjustment for estimated glomerular filtration rate < 60 ml/min/1.73 m2 and left ventricular ejection fraction < 0.40 (HR: 6.53, 95% CI: 2.12-20.14). Cardiovascular mortality was significantly higher in the highest tertile after adjustment for age and sex (HR: 5.65, 95% CI: 1.94-16.47) and both in the first (HR: 4.90, 95% CI: 1.35-17.82) and second models of multivariate adjustment (HR: 5.89, 95% CI: 1.08-32.27). Conclusions: Elevated hs-cTnI levels measured in the stabilized phase after an ACS event are independent predictors of all-cause and cardiovascular mortality in a highly admixed population.


Resumo Fundamento: A troponina cardíaca de alta sensibilidade I (TnI-as) tem desempenhado um papel importante na estratificação de risco dos pacientes durante a fase intra-hospitalar da síndrome coronariana aguda (SCA), mas poucos estudos determinaram seu papel como marcador prognóstico de longo prazo no ambiente ambulatorial. Objetivo: Investigar a associação entre os níveis de TnI-as medidos na fase subaguda após um evento de SCA e o prognóstico a longo prazo, em uma população altamente miscigenada. Métodos: Medimos os níveis de TnI-as em 525 pacientes em um período de 25 a 90 dias após a entrada em hospital por um evento de SCA; esses pacientes foram então divididos em tercis conforme os níveis de TnI-as, e acompanhados por até 7 anos. Comparamos as mortalidades por todas as causas e cardiovascular através de modelos de riscos proporcionais de Cox e adotando um nível de significância de 5%. Resultados: Após um acompanhamento médio de 51 meses, os pacientes no tercil mais alto apresentaram uma taxa de risco (HR) maior para mortalidade por todas as causas, após ajustes para idade, sexo, fatores de risco cardiovascular conhecidos, uso de medicação e fatores demográficos (HR: 3,84 IC 95%: 1,92-8,12). Esses achados persistiram após um ajuste adicional para uma taxa de filtração glomerular (TFG) estimada < 60 ml/min/1,73 m2 e uma fração de ejeção do ventrículo esquerdo < 0,40 (HR: 6,53; IC95%: 2,12-20,14). A mortalidade cardiovascular foi significativamente maior no tercil mais alto, após ajustes para idade e sexo (RR: 5,65; IC95%: 1,94-16,47) e tanto no primeiro modelo de ajuste multivariado (HR: 4,90; IC 95%: 1,35-17,82) quanto no segundo (HR: 5,89; IC95%: 1,08-32,27). Conclusões: Níveis elevados de TnI-as, medidos na fase estabilizada após um evento de SCA, são preditores independentes de mortalidade por todas as causas e de mortalidade cardiovascular em uma população altamente miscigenada.


Asunto(s)
Humanos , Masculino , Femenino , Persona de Mediana Edad , Anciano , Troponina I/sangre , Síndrome Coronario Agudo/mortalidad , Pronóstico , Brasil/epidemiología , Biomarcadores/sangre , Modelos de Riesgos Proporcionales , Factores de Riesgo , Estudios de Seguimiento , Causas de Muerte , Troponina T/sangre , Infarto del Miocardio/diagnóstico
20.
Biomolecules, v. 9, n. 8, p. 382, aug. 2019
Artículo en Inglés | Sec. Est. Saúde SP, SESSP-IBPROD, Sec. Est. Saúde SP | ID: bud-2839

RESUMEN

Thimet oligopeptidase (THOP1) is thought to be involved in neuropeptide metabolism, antigen presentation, neurodegeneration, and cancer. Herein, the generation of THOP1 C57BL/6 knockout mice (THOP1-/-) is described showing that they are viable, have estrus cycle, fertility, and a number of puppies per litter similar to C57BL/6 wild type mice (WT). In specific brain regions, THOP1-/- exhibit altered mRNA expression of proteasome beta5, serotonin 5HT2a receptor and dopamine D2 receptor, but not of neurolysin (NLN). Peptidomic analysis identifies differences in intracellular peptide ratios between THOP1-/- and WT mice, which may affect normal cellular functioning. In an experimental model of multiple sclerosis THOP1-/- mice present worse clinical behavior scores compared to WT mice, corroborating its possible involvement in neurodegenerative diseases. THOP1-/- mice also exhibit better survival and improved behavior in a sepsis model, but also a greater peripheral pain sensitivity measured in the hot plate test after bradykinin administration in the paw. THOP1-/- mice show depressive-like behavior, as well as attention and memory retention deficits. Altogether, these results reveal a role of THOP1 on specific behaviors, immune-stimulated neurodegeneration, and infection-induced inflammation.

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