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1.
Mol Biol Rep ; 51(1): 389, 2024 Mar 06.
Artigo em Inglês | MEDLINE | ID: mdl-38446272

RESUMO

Fibrosis is characterized by abnormal deposition of the extracellular matrix (ECM), leading to organ structural remodeling and loss of function. The principal cellular effector in fibrosis is activated myofibroblasts, which serve as the main source of matrix proteins. Metabolic reprogramming, transitioning from mitochondrial oxidative phosphorylation to aerobic glycolysis, is widely observed in rapidly dividing cells such as tumor cells and activated myofibroblasts and is increasingly recognized as a fundamental pathogenic basis in organ fibrosis. Targeting metabolism represents a promising strategy to mitigate fibrosis. PKM2, a key enzyme in glycolysis, plays a pivotal role in metabolic reprogramming through allosteric regulation, impacting both metabolic and non-metabolic pathways. Therefore, metabolic reprogramming induced by PKM2 activation is involved in the occurrence and development of fibrosis in various organs. A comprehensive understanding of the role of PKM2 in fibrotic diseases is crucial for seeking new anti-fibrotic therapeutic targets. In this context, we summarize PKM2's role in glycolysis, mediating the intricate mechanisms underlying fibrosis in multiple organs, and discuss the potential value of PKM2 inhibitors and allosteric activators in future clinical treatments, aiming to identify novel therapeutic targets for proliferative fibrotic diseases.


Assuntos
Ciclo do Ácido Cítrico , Piruvato Quinase , Regulação Alostérica , Matriz Extracelular , Glicólise
2.
Cutan Ocul Toxicol ; 41(3): 226-237, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35712753

RESUMO

Purpose: Renzhu ointment (Renzhuqigao, RZQG) is a patented herbal drug derived from Chinese traditional medicine formula and modern clinical experience for the transdermal treatment of non-infectious infantile diarrhoea. The safety of RZQG in preclinical studies has not been reported.Materials and methods: In this study, the pups of parent rats were examined for sub-chronic toxicity and developmental toxicity. After 21 days of birth, they were exposed to RZQG through their abdominal skin at doses of 0.1, 0.3, and 0.9 g/kg/day for 4 weeks and then were observed for another four weeks during their recovery period.Results: During the administration period, RZQG had no significant toxicological effect on body weight, food consumption, external eye examination, urinalysis, bone marrow examination, histopathology, central nervous system, reproductive system, or skeletal development. However, in the 0.9 g/kg/day group, the skin of some rats became dry and cracked, red and swollen, forming a white scab, while the white blood cells (WBC) count in female rats was lower and cholesterol (CHOL), triglycerides (TG), and glutamyl-transferase (GGT) were higher (p < 0.05).Conclusions: Rats receiving 0.9 g/kg/day exhibited skin irritation and were suspected to have a mild liver injury. There was no evidence of delayed toxicity four weeks after withdrawal. Therefore, the no-observed adverse effect level of RZQG was 0.3 g/kg/day (30 times the clinical dose planned and 4.92 times the human equivalent dose).


Assuntos
Medicina Tradicional Chinesa , Administração Cutânea , Animais , Feminino , Humanos , Nível de Efeito Adverso não Observado , Pomadas/toxicidade , Ratos , Ratos Sprague-Dawley
3.
Bioinformatics ; 30(12): i219-27, 2014 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-24931987

RESUMO

MOTIVATION: It has long been hypothesized that incorporating models of network noise as well as edge directions and known pathway information into the representation of protein-protein interaction (PPI) networks might improve their utility for functional inference. However, a simple way to do this has not been obvious. We find that diffusion state distance (DSD), our recent diffusion-based metric for measuring dissimilarity in PPI networks, has natural extensions that incorporate confidence, directions and can even express coherent pathways by calculating DSD on an augmented graph. RESULTS: We define three incremental versions of DSD which we term cDSD, caDSD and capDSD, where the capDSD matrix incorporates confidence, known directed edges, and pathways into the measure of how similar each pair of nodes is according to the structure of the PPI network. We test four popular function prediction methods (majority vote, weighted majority vote, multi-way cut and functional flow) using these different matrices on the Baker's yeast PPI network in cross-validation. The best performing method is weighted majority vote using capDSD. We then test the performance of our augmented DSD methods on an integrated heterogeneous set of protein association edges from the STRING database. The superior performance of capDSD in this context confirms that treating the pathways as probabilistic units is more powerful than simply incorporating pathway edges independently into the network. AVAILABILITY: All source code for calculating the confidences, for extracting pathway information from KEGG XML files, and for calculating the cDSD, caDSD and capDSD matrices are available from http://dsd.cs.tufts.edu/capdsd


Assuntos
Mapeamento de Interação de Proteínas/métodos , Algoritmos , Proteínas de Saccharomyces cerevisiae/metabolismo
4.
Biochem Pharmacol ; 225: 116271, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38723722

RESUMO

Cardiac fibrosis is characterized by abnormal proliferation of cardiac fibroblasts (CFs) and ventricular remodeling, which finally leads to heart failure. Inflammation and oxidative stress play a central role in the development of cardiac fibrosis. CyPA (Cyclophilin A) is a main proinflammatory cytokine secreted under the conditions of oxidative stress. The mechanisms by which intracellular and extracellular CyPA interact with CFs are unclear. Male C57BL/6 J mice received angiotensin Ⅱ (Ang Ⅱ) or vehicle for 4 weeks. Inhibition of CyPA significantly reversed Ang Ⅱ-induced cardiac hypertrophy and fibrosis. Mechanically, TGF-ß (Transforming growth factor-ß) signaling was found to be an indispensable downstream factor of CyPA-mediated myofibroblast differentiation and proliferation. Furthermore, intracellular CyPA and extracellular CyPA activate TGF-ß signaling through NOD-like receptor protein 3 (NLRP3) inflammasome and nicotinamide-adenine dinucleotide phosphate (NADPH) oxidase, respectively. Pharmacological inhibition of CyPA and its receptor CD147 implemented by Triptolide also attenuated the expression of TGF-ß signaling and cardiac fibrosis in Ang Ⅱ-model. These studies elucidate a novel mechanism by which CyPA promotes TGF-ß and its downstream signaling in CFs and identify CyPA (both intracellular and extracellular) as plausible therapeutic targets for preventing or treating cardiac fibrosis induced by chronic Ang Ⅱ stimulation.


Assuntos
Angiotensina II , Ciclofilina A , Fibrose , Camundongos Endogâmicos C57BL , Transdução de Sinais , Fator de Crescimento Transformador beta , Animais , Angiotensina II/toxicidade , Angiotensina II/farmacologia , Masculino , Fibrose/metabolismo , Camundongos , Ciclofilina A/metabolismo , Fator de Crescimento Transformador beta/metabolismo , Transdução de Sinais/efeitos dos fármacos , Transdução de Sinais/fisiologia , Miocárdio/metabolismo , Miocárdio/patologia
5.
Free Radic Biol Med ; 180: 63-74, 2022 02 20.
Artigo em Inglês | MEDLINE | ID: mdl-35031448

RESUMO

Acetylation is one of the most important methods of modification that lead to a change in the function of proteins. In humans, metabolic enzymes commonly undergo acetylation, which regulates the activities of metabolic enzymes and metabolic pathways. Sirtuin 3 (SIRT3) is a prominent deacetylase that participates in mitochondrial metabolism, redox balance, and mitochondrial dynamics by regulating mitochondrial protein acetylation, thereby protecting mitochondria from damage. Normal mitochondrial function is essential for maintaining the metabolism and function of the heart. Therefore, mitochondrial dysfunction caused by SIRT3 consumption and defects leads to the development of a variety of cardiovascular diseases. A comprehensive understanding of the role of SIRT3 in cardiovascular disease is critical for developing new therapeutic strategies. Herein, we summarize the function of SIRT3 in mitochondria, the complex mechanisms mediating cardiovascular diseases, and the potential value of SIRT3 small-molecule agonists in future clinical treatments.


Assuntos
Doenças Cardiovasculares , Sirtuína 3 , Acetilação , Doenças Cardiovasculares/tratamento farmacológico , Doenças Cardiovasculares/genética , Doenças Cardiovasculares/metabolismo , Humanos , Mitocôndrias/metabolismo , Proteínas Mitocondriais/genética , Proteínas Mitocondriais/metabolismo , Sirtuína 3/genética , Sirtuína 3/metabolismo
6.
Front Pharmacol ; 12: 816290, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-35140608

RESUMO

Vulvovaginal candidiasis (VVC) is an infectious disease caused by Candida species, which affects millions of women worldwide every year. The resistance to available antifungal drugs for clinical treatment is a growing problem. The treatment of refractory VVC caused by azole-resistant Candida is still facing challenges. However, research on new antifungal drugs is progressing slowly. Although a lot of reports on new antifungal drugs, only three new antifungal drugs (Isavuconazole, ibrexafungerp, and rezafungin) and two new formulations of posaconazole were marketed over the last decade. Chinese botanical medicine has advantages in the treatment of drug-resistant VVC, such as outstanding curative effects and low adverse reactions, which can improve patients' comfort and adherence to therapy. Kangbainian lotion (KBN), a Chinese botanical formulation, has achieved very good clinical effects in the treatment of VVC. In this study, we investigated the antifungal and anti-inflammatory effects of KBN at different doses in fluconazole-resistant (FLC-resistant) VVC model mice. We further studied the antifungal mechanism of KBN against FLC-resistant Candida albicans (C. albicans) and the anti-inflammatory mechanism correlated with the Dectin-1 signaling pathway. In vivo and in vitro results showed that KBN had strong antifungal and anti-inflammatory effects in FLC-resistant VVC, such as inhibiting the growth of C. albicans and vaginal inflammation. Further studies showed that KBN inhibited the biofilm and hypha formation, reduced adhesion, inhibited ergosterol synthesis and the expression of ergosterol synthesis-related genes ERG11, and reduced the expression of drug-resistant efflux pump genes MDR1 and CDR2 of FLC-resistant C. albicans in vitro. In addition, in vivo results showed that KBN reduced the expression of inflammatory factor proteins TNF-α, IL-1ß, and IL-6 in vaginal tissues, and inhibited the expression of proteins related to the Dectin-1 signaling pathway. In conclusion, our study revealed that KBN could ameliorate vaginal inflammation in VVC mice caused by FLC-resistance C. albicans. This effect may be related to inhibiting the growth of FLC-resistance C. albicans and Dectin-1 signaling pathway activation.

7.
Mol Cell Endocrinol ; 518: 110990, 2020 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-32805334

RESUMO

Excessive reactive oxygen species (ROS) are a critical driver of cardiac hypertrophy developing into heart failure. Cyclophilin A (CyPA), a member of the cyclophilin family, has been highlighted as a main secreted ROS-induced factor. The mechanism by which extracellular CyPA interacts with cardiomyocytes is unclear. We showed that extracellular CyPA is upregulated in cardiac hypertrophy rats and expressed around hypertrophic cardiomyocytes. Cell experiments further confirmed that extracellular CyPA induces H9c2 cardiomyocytes hypertrophy via ROS generation. Extracellular CyPA-induced ROS is derived from nicotinamide-adenine dinucleotide phosphate (NADPH) oxidase, and extracellular CyPA activates p47phox membrane translocation through ERK1/2 pathway. When blocking extracellular matrix metalloproteinase inducer (EMMPRIN), most of the extracellular CyPA effects were significantly inhibited. The current study shows that extracellular CyPA is one of the key factors linking oxidative stress and cardiac hypertrophy, and may be a potential target for cardiac hypertrophy therapy.


Assuntos
Cardiomegalia/metabolismo , Ciclofilina A/efeitos adversos , Sistema de Sinalização das MAP Quinases/efeitos dos fármacos , Miócitos Cardíacos/citologia , NADPH Oxidases/metabolismo , Animais , Cardiomegalia/induzido quimicamente , Linhagem Celular , Proliferação de Células/efeitos dos fármacos , Modelos Animais de Doenças , Regulação da Expressão Gênica/efeitos dos fármacos , Masculino , Miócitos Cardíacos/efeitos dos fármacos , Miócitos Cardíacos/metabolismo , Transporte Proteico , Ratos , Espécies Reativas de Oxigênio/metabolismo
8.
Ecol Evol ; 10(12): 5990-6000, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-32607206

RESUMO

The complete mitogenome can provide valuable genetic information to reconstruct relationships between species. In this study, we sequenced a stone loach, Homatula laxiclathra (Teleostei: Nemacheilidae), which is found in the northern region of the Qinling Mountains in China. The size of the H. laxiclathra mitogenome is 16,570 bp, which contains 37 typical mitochondrial genes including 13 protein-coding genes, 22 transfer RNAs, two ribosomal RNAs, and a control region (D-loop) with a total AT content of 55.8%. This is similar to other Nemacheilidae sequences published in GenBank. Furthermore, a mito-phylogenomic analysis of 46 Nemacheilidae species places H. laxiclathra in a robust monophyletic Homatula cluster with other Homatula species. Our results contribute toward a better understanding of a true phylogeny of these species based on large-scale taxonomic samplings as well as to help grasp the evolution of fish mitogenomes.

9.
Cell Signal ; 72: 109628, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32247042

RESUMO

CD137 signaling plays an important role in the formation and development of atherosclerotic plaques. The purpose of the present study was to investigate the effects of CD137 signaling on macrophage polarization during atherosclerosis and to explore the underlying mechanisms. The effect of CD137 signaling on macrophage phenotype in atherosclerotic plaques was determined by intraperitoneal injection of agonist-CD137 recombinant protein in apolipoprotein E-deficient (ApoE-/-) mice, an established in vivo model of atherosclerosis. Murine peritoneal macrophages and RAW 264.7 cells were treated with AS1517499 and siPPARδ (peroxisome proliferator-activated receptor δ) to study the role of STAT6 (signal transducers and activators of transcription 6)/PPARδ signaling in CD137-induced M2 macrophage polarization in vitro. Results from both in vivo and in vitro experiments showed that CD137 signaling can transform macrophages into the M2 phenotype during the process of atherosclerotic plaque formation and regulate the angiogenic features of M2 macrophages. Furthermore, activation of the CD137 signaling pathway induces phosphorylation of STAT6 and enhances the expression of PPARδ. We further found that macrophage M2 polarization is reduced when the STAT6/PPARδ pathway is inhibited. Together, these data show a role for the STAT6/PPARδ signaling pathway in the CD137 signaling-induced M2 macrophage polarization pathway.


Assuntos
Aterosclerose/metabolismo , Polaridade Celular , Macrófagos/metabolismo , PPAR delta/metabolismo , Fator de Transcrição STAT6/metabolismo , Transdução de Sinais , Membro 9 da Superfamília de Receptores de Fatores de Necrose Tumoral/metabolismo , Animais , Aterosclerose/patologia , Progressão da Doença , Células Endoteliais da Veia Umbilical Humana/metabolismo , Humanos , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Neovascularização Fisiológica , Fosforilação , Células RAW 264.7
10.
Biosci Rep ; 39(12)2019 12 20.
Artigo em Inglês | MEDLINE | ID: mdl-31825469

RESUMO

Pathological cardiac hypertrophy is a complex process and eventually develops into heart failure, in which the heart responds to various intrinsic or external stress, involving increased interstitial fibrosis, cell death and cardiac dysfunction. Studies have shown that oxidative stress is an important mechanism for this maladaptation. Cyclophilin A (CyPA) is a member of the cyclophilin (CyPs) family. Many cells secrete CyPA to the outside of the cells in response to oxidative stress. CyPA from blood vessels and the heart itself participate in a variety of signaling pathways to regulate the production of reactive oxygen species (ROS) and mediate inflammation, promote cardiomyocyte hypertrophy and proliferation of cardiac fibroblasts, stimulate endothelial injury and vascular smooth muscle hyperplasia, and promote the dissolution of extracellular matrix (ECM) by activating matrix metalloproteinases (MMPs). The events triggered by CyPA cause a decline of diastolic and systolic function and finally lead to the occurrence of heart failure. This article aims to introduce the role and mechanism of CyPA in cardiac hypertrophy and remodeling, and highlights its potential role as a disease biomarker and therapeutic target.


Assuntos
Cardiomegalia/enzimologia , Ciclofilina A/metabolismo , Insuficiência Cardíaca/enzimologia , Miocárdio/enzimologia , Remodelação Ventricular , Animais , Cardiomegalia/patologia , Colagenases/metabolismo , Matriz Extracelular/metabolismo , Matriz Extracelular/patologia , Fibroblastos/enzimologia , Fibroblastos/patologia , Insuficiência Cardíaca/patologia , Humanos , Miocárdio/patologia , Estresse Oxidativo , Espécies Reativas de Oxigênio/metabolismo
11.
Mitochondrial DNA B Resour ; 4(2): 2163-2164, 2019 Jul 10.
Artigo em Inglês | MEDLINE | ID: mdl-33365455

RESUMO

The leaf roller, Eudemis lucina, is a potential pest of Quercus in East Asia. In this study, we described the complete mitochondrial genome of this species by high-throughput sequencing. The mitochondrial genome is found to be a circular molecule of 16,056 bp in length, which consisted of 13 protein-coding genes (PCGs), 22 tRNA genes, 2 rRNA genes, and a non-coding control region (A + T-rich region). The A + T content is 80.5% for the whole mitogenome. All PCGs are initiated by ATN codons, except for COI which is initiated by the CGA codon. Eight PCGs use a typical stop codon of TAA, whereas the remaining PCGs use incomplete stop codon of T-- or TA-. The non-coding control region is 1013 bp and located between s-rRNA and Met-tRNA.

12.
Int J Biol Macromol ; 124: 10-16, 2019 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-30471390

RESUMO

In this study, polyvinyl alcohol (PVA)-degrading bacteria were screened from sludge samples using PVA as a sole source of carbon. A novel strain was obtained and identified as Bacillus niacini based on the analysis of a partial 16S rDNA nucleotide sequence and morphological characteristics. PVA-degrading enzyme (PVAase) from Bacillus niacini was immobilized as cross-linked enzyme aggregates (CLEAs) via precipitation with ammonium sulfate followed by glutaraldehyde cross-linking. The effects of precipitation and cross-linking on PVAase-CLEAs activity were investigated and characterized. 70% ammonium sulfate and 1.5% glutaraldehyde were used for precipitation and 1-h cross-linking reaction. The activity recovery of PVAase-CLEAs was approximately 90% starting from free PVAase, suggesting non-purification steps are required for extended use. No significant differences in optimum pH and temperature values of the PVAase were recorded after immobilization. The PVAase-CLEAs showed a ball-like morphology and enhanced PVA degradation efficiency in comparison with the free PVAase in solution. Furthermore, the PVAase-CLEAs exhibited excellent thermal stability, pH stability and storage stability compared to free PVAase. The PVAase-CLEAs retained about 75% of initial PVAase activity after 4 cycles of use. These results suggest that this CLEA is potentially usable for PVA degradation in industrial applications.


Assuntos
Bacillus/enzimologia , Biodegradação Ambiental , Enzimas Imobilizadas/química , Álcool de Polivinil/química , Carbono/química , Reagentes de Ligações Cruzadas/química , Estabilidade Enzimática , Cinética , Álcool de Polivinil/metabolismo , Agregados Proteicos/genética , RNA Ribossômico 16S/genética , Esgotos/química , Temperatura
13.
Oxid Med Cell Longev ; 2019: 2717986, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31182989

RESUMO

Hypoxia/reoxygenation (H/R) accelerates the process of cardiomyocyte apoptosis during ischemia-reperfusion. Excessive reactive oxygen species (ROS) are a critical driver of oxidative stress injury. Cyclophilin A (CyPA) is a major ROS-induced factor in atherosclerosis. There is a positive feedback mechanism between CyPA and ROS, which enables the oxidative stress response to continue and expand. However, it is unclear whether this positive feedback mechanism exists in cardiomyocytes. Through western blotting and flow cytometric assays and TUNEL assay, we found that CyPA inhibited the apoptosis of H9c2 cardiomyocytes under H/R conditions. By dihydroethidium (DHE) staining and electron spin resonance (ESR) assays, we demonstrated that CyPA reduced ROS production and suppressed O2 - production dependent on reduced nicotinamide adenine dinucleotide phosphate (NADPH) oxidase. By western blotting, we showed that CyPA inhibited the expression of NADPH oxidase 2 (Nox2) protein by the AKT pathway. Through confocal microscopy assay, we found that CyPA reduced the expression of Nox2 membrane-bound subunits. The current study shows that a positive feedback mechanism does not exist in H9c2 cardiomyoblasts. CyPA protects H9c2 cardiomyoblasts against H/R-induced apoptosis via the AKT/Nox2 pathway. This could be a potential target for ischemia-reperfusion injury therapy.


Assuntos
Ciclofilina A/farmacologia , Miócitos Cardíacos/efeitos dos fármacos , Miócitos Cardíacos/metabolismo , NADPH Oxidase 2/metabolismo , Proteínas Proto-Oncogênicas c-akt/metabolismo , Animais , Apoptose/efeitos dos fármacos , Western Blotting , Linhagem Celular , Citometria de Fluxo , Marcação In Situ das Extremidades Cortadas , Microscopia Confocal , Miócitos Cardíacos/citologia , Ratos , Espécies Reativas de Oxigênio/metabolismo
14.
Pac Symp Biocomput ; 22: 15-26, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-27896958

RESUMO

Current automated computational methods to assign functional labels to unstudied genes often involve transferring annotation from orthologous or paralogous genes, however such genes can evolve divergent functions, making such transfer inappropriate. We consider the problem of determining when it is correct to make such an assignment between paralogs. We construct a benchmark dataset of two types of similar paralogous pairs of genes in the well-studied model organism S. cerevisiae: one set of pairs where single deletion mutants have very similar phenotypes (implying similar functions), and another set of pairs where single deletion mutants have very divergent phenotypes (implying different functions). State of the art methods for this problem will determine the evolutionary history of the paralogs with references to multiple related species. Here, we ask a first and simpler question: we explore to what extent any computational method with access only to data from a single species can solve this problem.We consider divergence data (at both the amino acid and nucleotide levels), and network data (based on the yeast protein-protein interaction network, as captured in BioGRID), and ask if we can extract features from these data that can distinguish between these sets of paralogous gene pairs. We find that the best features come from measures of sequence divergence, however, simple network measures based on degree or centrality or shortest path or diffusion state distance (DSD), or shared neighborhood in the yeast protein-protein interaction (PPI) network also contain some signal. One should, in general, not transfer function if sequence divergence is too high. Further improvements in classification will need to come from more computationally expensive but much more powerful evolutionary methods that incorporate ancestral states and measure evolutionary divergence over multiple species based on evolutionary trees.


Assuntos
Anotação de Sequência Molecular , Algoritmos , Biologia Computacional , Duplicação Gênica , Genes Fúngicos , Mapas de Interação de Proteínas/genética , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/metabolismo , Proteínas de Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/metabolismo , Homologia de Sequência de Aminoácidos , Aprendizado de Máquina Supervisionado
15.
JAMA Otolaryngol Head Neck Surg ; 141(4): 364-72, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25611969

RESUMO

IMPORTANCE: Dizziness and imbalance are common clinical problems, and accurate diagnosis depends on determining whether damage is localized to the peripheral vestibular system. Vestibular testing guides this determination, but the accuracy of the different tests is not known. OBJECTIVE: To determine how well each element of the vestibular test battery segregates patients with normal peripheral vestibular function from those with unilateral reductions in vestibular function. DESIGN, SETTING, AND PARTICIPANTS: Retrospective analysis of vestibular test batteries in 8080 patients. Clinical medical records were reviewed for a subset of individuals with the reviewers blinded to the vestibular test data. INTERVENTIONS: A group of machine-learning classifiers were trained using vestibular test data from persons who were "manually" labeled as having normal vestibular function or unilateral vestibular damage based on a review of their medical records. The optimal trained classifier was then used to categorize patients whose diagnoses were unknown, allowing us to determine the information content of each element of the vestibular test battery. MAIN OUTCOMES AND MEASURES: The information provided by each element of the vestibular test battery to segregate individuals with normal vestibular function from those with unilateral vestibular damage. RESULTS: The time constant calculated from the rotational test ranked first in information content, and measures that were related physiologically to the rotational time constant were 10 of the top 12 highest-ranked variables. The caloric canal paresis ranked eighth, and the other elements of the test battery provided minimal additional information. The sensitivity of the rotational time constant was 77.2%, and the sensitivity of the caloric canal paresis was 59.6%; the specificity of the rotational time constant was 89.0%, and the specificity of the caloric canal paresis was 64.9%. The diagnostic accuracy of the vestibular test battery increased from 72.4% to 93.4% when the data were analyzed with the optimal machine-learning classifier. CONCLUSIONS AND RELEVANCE: Rotational testing should be considered the primary test to diagnose unilateral peripheral vestibular damage in patients with dizziness or imbalance. Most physicians, however, continue to rely on caloric tests to guide their diagnoses. Our results support a significant shift in the approach used to determine diagnoses in patients with vestibular symptoms.


Assuntos
Algoritmos , Inteligência Artificial , Doenças Vestibulares/diagnóstico , Testes de Função Vestibular , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Criança , Pré-Escolar , Tontura/etiologia , Humanos , Lactente , Recém-Nascido , Pessoa de Meia-Idade , Equilíbrio Postural , Estudos Retrospectivos , Sensibilidade e Especificidade , Doenças Vestibulares/complicações , Adulto Jovem
16.
PLoS One ; 8(10): e76339, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24194834

RESUMO

In protein-protein interaction (PPI) networks, functional similarity is often inferred based on the function of directly interacting proteins, or more generally, some notion of interaction network proximity among proteins in a local neighborhood. Prior methods typically measure proximity as the shortest-path distance in the network, but this has only a limited ability to capture fine-grained neighborhood distinctions, because most proteins are close to each other, and there are many ties in proximity. We introduce diffusion state distance (DSD), a new metric based on a graph diffusion property, designed to capture finer-grained distinctions in proximity for transfer of functional annotation in PPI networks. We present a tool that, when input a PPI network, will output the DSD distances between every pair of proteins. We show that replacing the shortest-path metric by DSD improves the performance of classical function prediction methods across the board.


Assuntos
Algoritmos , Modelos Genéticos , Mapas de Interação de Proteínas/genética , Proteínas/metabolismo
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