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1.
Brief Bioinform ; 23(5)2022 09 20.
Artigo em Inglês | MEDLINE | ID: mdl-36007240

RESUMO

Natural products (NPs) and their derivatives are important resources for drug discovery. There are many in silico target prediction methods that have been reported, however, very few of them distinguish NPs from synthetic molecules. Considering the fact that NPs and synthetic molecules are very different in many characteristics, it is necessary to build specific target prediction models of NPs. Therefore, we collected the activity data of NPs and their derivatives from the public databases and constructed four datasets, including the NP dataset, the NPs and its first-class derivatives dataset, the NPs and all its derivatives and the ChEMBL26 compounds dataset. Conditions, including activity thresholds and input features, were explored to access the performance of eight machine learning methods of target prediction of NPs, including support vector machines (SVM), extreme gradient boosting, random forests, K-nearest neighbor, naive Bayes, feedforward neural networks (FNN), convolutional neural networks and recurrent neural networks. As a result, the NPs and all their derivatives datasets were selected to build the best NP-specific models. Furthermore, the consensus models, as well as the voting models, were additionally applied to improve the prediction performance. More evaluations were made on the external validation set and the results demonstrated that (1) the NP-specific model performed better on the target prediction of NPs than the traditional models training on the whole compounds of ChEMBL26. (2) The consensus model of FNN + SVM possessed the best overall performance, and the voting model can significantly improve recall and specificity.


Assuntos
Produtos Biológicos , Algoritmos , Teorema de Bayes , Aprendizado de Máquina , Redes Neurais de Computação , Máquina de Vetores de Suporte
2.
Zhongguo Zhong Yao Za Zhi ; 47(3): 764-775, 2022 Feb.
Artigo em Chinês | MEDLINE | ID: mdl-35178960

RESUMO

The core prescriptions and formulation characteristics in the treatment of edema by traditional Chinese medicine(TCM) masters were analyzed through data mining and their mechanisms were explored by network pharmacology. We collected journal reports on the treatment of edema by TCM masters in three sessions from China National Knowledge Infrastructure(CNKI) and constructed a database by Traditional Chinese Medicine Inheritance Support System 3.0. The prescriptions in the case studies were analyzed by association rules and k-means clustering. The chemical components and targets of Chinese medicines in core prescriptions were collected through TCMSP and TCMID. Edema-related targets were collected from DrugBank and GeneCards. The protein-protein interaction(PPI) network was constructed by STRING and the core targets were screened out. FunRich 3.1.3 was used to enrich the expression sites of core prescriptions. Metascape was used to perform Kyoto Encyclopedia of Genes and Genomes(KEGG) enrichment analysis of intersection targets. Cytoscape 3.6.0 was used to visualize the "Chinese medicine-active ingredient-core target-pathway" network. The results showed that 315 pieces of medical records in the treatment of edema by TCM masters were obtained and five core prescriptions were analyzed by association rules and k-means clustering. Core prescription 1 contained Poria, Atractylodis Macrocephalae Rhizoma, Astragali Radix, Alismatis Rhizoma, Glycyrrhizae Radix et Rhizoma, and Codonopsis Radix, involving 166 chemical components and 1 125 targets. Core prescription 2 contained Astragali Radix, Salviae Miltiorrhizae Radix et Rhizoma, Poria, Chuanxiong Rhizoma, Paeoniae Radix Rubra, and Angelicae Sinensis Radix, involving 138 chemical components and 1 112 targets. Core prescription 3 contained Poria, Salviae Miltiorrhizae Radix et Rhizoma, Astragali Radix, Atractylodis Macrocephalae Rhizoma, Alismatis Rhizoma, and Coicis Semen, involving 126 chemical components and 1 121 targets. Core prescription 4 contained Poria, Forsythiae Fructus, Atractylodis Macrocephalae Rhizoma, Imperatae Rhizoma, Cicadae Periostracum, and Coicis Semen, involving 58 chemical components and 820 targets. Core prescription 5 contained Poria, Atractylodis Macrocephalae Rhizoma, Astragali Radix, Alismatis Rhizoma, Trionycis Carapax, and Dioscoreae Rhizoma, involving 68 chemical components and 919 targets. The core targets of core prescriptions included AKT1, ALB, CASP3, MAPK3, EGFR, SRC, MAPK1, and TNF. The potential targets of core prescriptions in the treatment were highly expressed in the stomach, bladder, lung, and kidney. KEGG pathways were enriched in inflammation and cell cycle pathways, especially the inflammation-relation pathways. The therapeutic effect of core prescriptions on edema is presumedly achieved by tonifying the spleen, draining water, activating blood, and benefiting Qi to resist inflammation and regulate the immune system. This study is expected to provide references for the summary of TCM masters' experience and new drug development.


Assuntos
Medicamentos de Ervas Chinesas , Medicina Tradicional Chinesa , Mineração de Dados , Medicamentos de Ervas Chinesas/farmacologia , Edema/tratamento farmacológico , Humanos , Prescrições , Rizoma
3.
Zhongguo Yi Xue Ke Xue Yuan Xue Bao ; 38(2): 175-81, 2016 Apr.
Artigo em Chinês | MEDLINE | ID: mdl-27181894

RESUMO

OBJECTIVE: To compare the predictive values of eight staging systems for primary liver cancer in the prognosis of combined hepatocellular-cholangiocellular carcinoma (cHCC-CC) patients after surgery. METHODS: The clinical data of 54 cHCC-CC patients who underwent hepatectomy or liver transplantation from May 2005 to Augest 2013 in Chinese PLA General Hospital were collected. We evaluated the prognostic value of the Okuda staging system, Cancer of the Liver Italian Program (CLIP) score, French staging system, Barcelona Clinic Liver Cancer (BCLC) staging system, 7th edition of tumour-node-metastasis (TNM) staging system for hepatocellular carcinoma and intrahepatic cholangiocarcinoma (ICC), Japan Integrated Staging (JIS) score, and Chinese University Prognostic Index. The distribution, Kaplan-Meier method, Log-rank test, and area under a receiver operating characteristic curve were used to compare the prognosis-predicting ability of these different staging systems in 54 cHCC-CC patients after surgery. RESULTS: The TNM staging system for ICC and JIS score had a better distribution of cases. The 12-and 24-month survivals of the entire cohort were 65.5% and 56.3%, respectively. A Log-rank test showed that there was a significant difference existing in the cumulative survival rates of different stage patients when using TNM staging system for ICC (stage 1 vs. stage 2, P=0.012; stage 2 vs. stage 3-4, P=0.002), Okuda staging system (stage 1 vs. stage 2, P=0.025), and French staging system (stage A and stage B, P=0.045). The 12-and 24-month area under curve of TNM staging system for ICC, BCLC staging system, JIS score, and CLIP score were 0.836 and 0.847, 0.744 and 0.780, 0.723 and 0.764, and 0.710 and 0.786, respectively. CONCLUSION: The 7th edition of TNM staging system for ICC has superior prognostic value to other seven staging systems in cHCC-CC patients undergoing surgical treatment.


Assuntos
Neoplasias dos Ductos Biliares/diagnóstico , Carcinoma Hepatocelular/diagnóstico , Colangiocarcinoma/diagnóstico , Neoplasias Hepáticas/diagnóstico , Estadiamento de Neoplasias/métodos , Neoplasias dos Ductos Biliares/cirurgia , Carcinoma Hepatocelular/cirurgia , Colangiocarcinoma/cirurgia , Hepatectomia , Humanos , Neoplasias Hepáticas/cirurgia , Valor Preditivo dos Testes , Prognóstico , Curva ROC , Taxa de Sobrevida
4.
Zhongguo Zhong Xi Yi Jie He Za Zhi ; 36(3): 327-32, 2016 Mar.
Artigo em Chinês | MEDLINE | ID: mdl-27236891

RESUMO

OBJECTIVE: To observe the effect of Bushen Huoxue Recipe (BHR) on inhibiting vascular calcification (VC) in chronic renal failure (CRF) rats by regulating BMP-2/Runx2/Osterix signal pathway, and to explore its possible mechanism. METHODS: Thirty SD rats were randomly divided into the normal group, the model group, and the BHR group, 10 in each group. Rats in the model group and the BHR group were administered with 250 mg/kg adenine suspension by gastroagavage and fed with 1.8% high phosphorus forage, once per day in the first 4 weeks, and then gastric administration of adenine suspension was changed to once per two days in the following 5-8 weeks. Rats in the BHR group were administered with BHR at the daily dose of 55 g/kg by gastrogavage in the first 8 weeks, once per day. Equal volume of normal saline was given to rats in the normal group by gastrogavage for 8 weeks. Histological changes in renal tissue and aorta VC were observed by HE staining and alizarin red staining respectively. Levels of calcium (Ca), phosphorus (P), serum creatinine (Cr), blood urea nitrogen (BUN), and intact parathyroid hormone (iPTH) in serum were detected. Protein expression levels of bone morphogenetic protein (BMP-2), Runt related transcription factor (Runx2) , and Osterix were detected by Western blot. RESULTS: HE staining showed that compared with the normal group, disordered glomerular structure, tubular ectasia and dropsy, intracavitary inflammatory cell infiltration, dark brown crystal deposition in kidney tubules, renal interstitial fibrosis, and decreased number of renal blood vessels in the model group. Compared with the model group, normal glomerular numbers increased more, reduced degree of tubular ectasia, decreased number of inflammatory cells, and reduced adenine crystal deposition in the BHR group. Alizarin red staining showed that compared with the normal group, calcified nodes could be found in the model group, with extensive deposition of red particle in aorta. Compared with the model group, calcified nodes were reduced in the BHR group. Compared with normal group, serum levels of P, SCr, BUN, and iPTH significantly increased, serum Ca level significantly decreased, protein expressions of BMP-2, Runx2, Osterix also increased in the model group (P < 0.05, P < 0.01). Compared with the model group, serum levels of P, SCr, BUN, and iPTH levels significantly decreased, serum Ca level significantly increased, protein expressions of BMP-2, Runx2, Osterix also decreased in the BHD group (P < 0.05, P < 0.01). CONCLUSION: BHD could improve renal function, Ca-P metabolism, and renal histological changes in CHF rats, down-regulate the expression level of BMP-2/Runx2/Osterix signal pathway in vascular calcification of CRF, which might be one of the mechanisms for inhibiting VC in CHF.


Assuntos
Proteína Morfogenética Óssea 2/metabolismo , Subunidade alfa 1 de Fator de Ligação ao Core/metabolismo , Medicamentos de Ervas Chinesas/farmacologia , Falência Renal Crônica/tratamento farmacológico , Transdução de Sinais/efeitos dos fármacos , Fatores de Transcrição/metabolismo , Calcificação Vascular/tratamento farmacológico , Animais , Nitrogênio da Ureia Sanguínea , Rim/patologia , Falência Renal Crônica/metabolismo , Testes de Função Renal , Túbulos Renais/patologia , Distribuição Aleatória , Ratos , Ratos Sprague-Dawley
5.
J Neuroinflammation ; 12: 18, 2015 Jan 28.
Artigo em Inglês | MEDLINE | ID: mdl-25626361

RESUMO

BACKGROUND: Temporal lobe epilepsy (TLE) is often characterized pathologically by severe neuronal loss in the hippocampus. Understanding the mechanisms of neuron death is key to preventing the neurodegeneration associated with TLE. However, the involvement of neuronal loss to the epileptogenic process has yet to be fully determined. Recent studies have shown that the activation of NLRP1 can generate a functional caspase-1-containing inflammasome in vivo to drive the proinflammatory programmed cell death termed 'pyroptosis', which has a key role in the pathogenesis of neurological disorders. To the best of our knowledge, there are no reported studies that performed detailed identification and validation of NLRP1 inflammasome during the epileptogenic process. METHODS: We first compared expression of NLRP1 and caspase-1 in resected hippocampus from patients with intractable mesial temporal lobe epilepsy (mTLE) with that of matched control samples. To further examine whether the activation of NLRP1 inflammasome contributes to neuronal pyroptosis, we employed a nonviral strategy to knock down the expression of NLRP1 and caspase-1 in the amygdala kindling-induced rat model. Proinflammatory cytokines levels and hippocampal neuronal loss were evaluated after 6 weeks of treatment in these NLRP1 or caspase-1 deficiency TLE rats. RESULTS: Western blotting detected upregulated NLRP1 levels and active caspase-1 in mTLE patients in comparison to those levels seen in the controls, suggesting a role for this inflammasome in mTLE. Moreover, we employed direct in vivo infusion of nonviral small interfering RNA to knockdown NLRP1 or caspase-1 in the amygdala kindling-induced rat model, and discovered that these NLRP1 or caspase-1 silencing rats resulted in significantly reduced neuronal pyroptosis. CONCLUSIONS: Our data suggest that NLRP1/caspase-1 signaling participates in the seizure-induced degenerative process in humans and in the animal model of TLE and points to the silencing of NLRP1 inflammasome as a promising strategy for TLE therapy.


Assuntos
Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Proteínas Reguladoras de Apoptose/metabolismo , Caspase 1/metabolismo , Epilepsia do Lobo Temporal/complicações , Epilepsia do Lobo Temporal/patologia , Hipocampo/metabolismo , Piroptose/fisiologia , Adulto , Tonsila do Cerebelo/fisiologia , Animais , Modelos Animais de Doenças , Estimulação Elétrica/efeitos adversos , Epilepsia do Lobo Temporal/etiologia , Feminino , Regulação da Expressão Gênica/efeitos dos fármacos , Regulação da Expressão Gênica/genética , Humanos , Masculino , Pessoa de Meia-Idade , Proteínas NLR , Neurônios/metabolismo , Neurônios/patologia , Fosfopiruvato Hidratase/metabolismo , Ratos , Ratos Sprague-Dawley , Adulto Jovem
6.
J Neurol Neurosurg Psychiatry ; 86(1): 101-9, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-24876182

RESUMO

BACKGROUND: A wide variety of pharmacological agents are used in the management of neuropsychiatric symptoms, which are common in Alzheimer's disease (AD), but results from randomised controlled trials (RCTs) on the efficacy and safety of these agents are conflicting. OBJECTIVES: To quantify the efficacy and safety of pharmacological treatment on neuropsychiatric symptoms in AD patients. METHODS: Systematic review and meta-analysis of RCTs comparing pharmacological agents with placebo on Neuropsychiatric Inventory (NPI) and safety outcomes in AD patients with neuropsychiatric symptoms. RESULTS: Cholinesterase inhibitors (ChEIs) and atypical antipsychotics improved NPI total scores (ChEIs: standardised mean difference (SMD) -0.12; 95% CI -0.23 to -0.02; atypical antipsychotics: SMD -0.21; 95% CI -0.29 to -0.12), but antidepressants (95% CI -0.35 to 0.37) and memantine (95% CI -0.27 to 0.03) did not. However, ChEIs and atypical antipsychotics increased risk of dropouts due to adverse events (ChEIs: risk ratio (RR) 1.64; 95% CI 1.12 to 2.42; atypical antipsychotics: RR 2.24; 95% CI 1.53 to 3.26) and on incidence of adverse events (ChEIs: RR 1.08; 95% CI 1.01 to 1.17; atypical antipsychotics: RR 1.17; 95% CI 1.05 to 1.31). For typical antipsychotics, no study was included. CONCLUSIONS: ChEIs and atypical antipsychotics could improve neuropsychiatric symptoms in AD patients, but with bad safety outcomes.


Assuntos
Doença de Alzheimer/tratamento farmacológico , Doença de Alzheimer/psicologia , Transtornos Mentais/complicações , Transtornos Mentais/tratamento farmacológico , Psicotrópicos/uso terapêutico , Doença de Alzheimer/complicações , Humanos , Transtornos Mentais/psicologia , Pacientes Desistentes do Tratamento/estatística & dados numéricos , Psicotrópicos/efeitos adversos , Ensaios Clínicos Controlados Aleatórios como Assunto/estatística & dados numéricos
7.
J Neurol Neurosurg Psychiatry ; 86(2): 135-43, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24828899

RESUMO

OBJECTIVE: Recently, several large randomised controlled trials about the treatments of cognitive impairment or dementia due to Parkinson's disease (CIND-PD or PDD) and dementia with Lewy bodies (DLB) were completed. Here, we systematically reviewed the studies (including the recent reports) to provide updated evidence for the treatments of CIND-PD, PDD and DLB. METHODS: We searched Cochrane Dementia and Cognitive Improvement Group Specialised Register, Pubmed, Embase, and other sources for eligible trials. We selected global impression and cognitive function as primary efficacy outcomes, and dropouts and adverse events as safety outcomes. Furthermore, Meta-analysis and trial sequential analysis (TSA) were used here. RESULTS: Ten trials were included in this study. Cholinesterase inhibitors and memantine produced small global efficacy on clinicians' global impression of change (CGIC), from a weighted mean difference of -0.40 (95% CI -0.77 to -0.03) to -0.65 (95% CI -1.28 to -0.01); however, cholinesterase inhibitors but not memantine significantly improved cognition on Mini-Mental State Examination (MMSE), from 1.04 (95% CI 0.43 to 1.65) to 2.57 (95% CI 0.90 to 4.23). Additionally, both of them had good safety outcomes, although rivastigmine showed an increased risk on adverse events than placebo (risk ratio, RR 1.19, TSA adjusted 95% CI 1.04 to 1.36), these events were usually mild or moderate, and the risk disappeared on serious adverse events. CONCLUSIONS: Cholinesterase inhibitors and memantine slightly improve global impression; however, only cholinesterase inhibitors enhance cognitive function. Besides, all the drugs have good safety outcomes. But the limited trials precluded the generalisation of these outcomes.


Assuntos
Antiparkinsonianos/uso terapêutico , Inibidores da Colinesterase/uso terapêutico , Transtornos Cognitivos/tratamento farmacológico , Doença por Corpos de Lewy/tratamento farmacológico , Memantina/uso terapêutico , Doença de Parkinson/tratamento farmacológico , Antiparkinsonianos/efeitos adversos , Inibidores da Colinesterase/efeitos adversos , Transtornos Cognitivos/complicações , Humanos , Memantina/efeitos adversos , Doença de Parkinson/complicações
8.
J Neurol Neurosurg Psychiatry ; 86(2): 127-34, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24838911

RESUMO

OBJECTIVE: We aimed to examine the association of apolipoprotein E (APOE) ɛ4 genotype with neuroimaging markers of Alzheimer's disease: hippocampal volume, brain amyloid deposition and cerebral metabolism. METHODS: We performed a systematic review and meta-analysis of 14 cross-sectional studies identified in Pubmed from 1996 to 2014 (n=1628). The pooled standard mean difference (SMD) was used to estimate the association between APOE and hippocampal volume and amyloid deposition. Meta-analysis was performed using effect size signed differential mapping using coordinates extracted from clusters with statistically significant difference in cerebral metabolic rate for glucose between APOE ɛ4+ and ɛ4- groups. RESULTS: APOE ɛ4 carrier status was associated with atrophic hippocampal volume (pooled SMD: -0.47; 95% CI -0.82 to -0.13; p=0.007) and increased cerebral amyloid positron emission tomography tracer (pooled SMD: 0.62, 95% CI 0.27 to 0.98, p=0.0006). APOE ɛ4 was also associated with decreased cerebral metabolism, especially in right middle frontal gyrus. CONCLUSIONS: APOE ɛ4 was associated with atrophic hippocampal volume in MRI markers, increased cerebral amyloid deposition and cerebral hypometabolism. Theses associations may indicate the potential role of the APOE gene in the pathophysiology of Alzheimer's disease.


Assuntos
Doença de Alzheimer/genética , Doença de Alzheimer/patologia , Amiloide/metabolismo , Apolipoproteína E4/genética , Glucose/metabolismo , Neuroimagem , Doença de Alzheimer/metabolismo , Apolipoproteína E4/metabolismo , Atrofia/patologia , Biomarcadores , Córtex Cerebral/metabolismo , Genótipo , Hipocampo/patologia , Humanos
9.
World J Surg ; 39(3): 746-52, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25403888

RESUMO

BACKGROUND: The optimal surgical management of patients with incidental gallbladder cancer (IGBC) and their long-term survival remains unclear. OBJECTIVE: The purpose of this study was to examine the long-term prognosis of patients with IGBC diagnosed during or after LC. METHODS: Between January 2002 and January 2012, a total of 7,582 consecutive patients underwent LC for presumed gallbladder benign disease in the Chinese PLA General Hospital, China. Among them, 69 patients (0.91%) were diagnosed to have IGBC. Their medical records, imaging data, surgery records, pathological findings, and survival data were retrospectively reviewed. RESULTS: Median age was 61 years (range: 34-83). After a median follow-up period of 61 months, the 1-, 3-, and 5-year survival rates of patients were 89.9, 78.3, and 76.8%, respectively. The 5-year survival rates of patients with T1a, T1b, T2, and T3 stages were 95.5, 93.8, 69.2, and 44.4%, respectively. The 5-year survival rates in simple LC (n = 45), converted to open extended cholecystectomy (n = 16), and radical second resection (n = 8) groups were 91.1, 37.5, and 75.0%, respectively. Local port-site tumor recurrence was identified in one patient. Prognostic factors including depth of invasion, lymph node status, vascular or neural invasion, tumor differentiation, extent of resection, bile spillage, and type of surgery were statistically significant (p < 0.05). CONCLUSIONS: Simple LC is appropriate for T1a patients with clear margin and unbroken gallbladder, whereas extended radical resection is recommended for patients with T1b or more advanced IGBC. An intact surgical specimen and the use of plastic retrieval bags are important to reduce the risk of port-site recurrences and disease relapse. Early diagnosis, meticulous perioperative assessment, and precise surgery are essential factors to obtain good results in IGBC treatment.


Assuntos
Adenocarcinoma/cirurgia , Colecistectomia Laparoscópica , Neoplasias da Vesícula Biliar/patologia , Neoplasias da Vesícula Biliar/cirurgia , Inoculação de Neoplasia , Adenocarcinoma/secundário , Adulto , Idoso , Idoso de 80 Anos ou mais , Colecistectomia/métodos , Conversão para Cirurgia Aberta , Feminino , Humanos , Achados Incidentais , Metástase Linfática , Masculino , Pessoa de Meia-Idade , Invasividade Neoplásica , Recidiva Local de Neoplasia/patologia , Estadiamento de Neoplasias , Neoplasia Residual , Reoperação , Estudos Retrospectivos , Taxa de Sobrevida
10.
J Neuroinflammation ; 11: 212, 2014 Dec 17.
Artigo em Inglês | MEDLINE | ID: mdl-25516224

RESUMO

BACKGROUND: NLRP3 inflammasome is proposed to regulate inflammation in several neurological diseases, but its role in epilepsy remains largely unknown. This study aimed to investigate the role of the NLRP3 inflammasome in neuroinflammation, spontaneous recurrent seizures (SRS) and hippocampal neuronal loss in rat brain following amygdala kindling-induced status epilepticus (SE). METHODS: We detected the protein levels of IL-1ß and NLRP3 inflammasome components by Western blot in the hippocampus of shams and SE rats at different time points following SE. To further examine whether the activation of the NLRP3 inflammasome contributes to SE-associated neuronal damage, we employed a nonviral strategy to knock down NLRP3 and caspase-1 expression in brain before undergoing SE. Proinflammatory cytokine levels and hippocampal neuronal loss were evaluated at 12 hours and at 6 weeks following SE respectively in these NLRP3 and caspase-1 deficient rats. Meanwhile, SRS occurrence was evaluated through a 4-week video recording started 2 weeks after SE in these NLRP3 and caspase-1 deficient rats. RESULTS: IL-1ß levels and NLRP3 inflammasome components levels dramatically increased at 3 hours after SE, and reached a maximum at 12 hours after SE compared with the control group. Knock down of NLRP3 or caspase-1 decreased the levels of IL-1ß and IL-18 at 12 hours after SE, which was accompanied by a significant suppression in the development and severity of SRS during the chronic epileptic phase. Meanwhile, knock down of NLRP3 or caspase-1 led to a remarkable reduction of hippocampal neuronal loss in the CA1 and CA3 area of the hippocampus at 6 weeks after SE. CONCLUSIONS: Our study provides the first evidence that the NLRP3 inflammasome was significantly up-regulated following SE. More importantly, we show that inhibition of the NLRP3 inflammasome provides neuroprotection in rats following SE. These findings suggest that NLRP3 may represent a potential target for the treatment of epileptogenesis.


Assuntos
Tonsila do Cerebelo/metabolismo , Proteínas de Transporte/biossíntese , Inflamassomos/biossíntese , Excitação Neurológica/metabolismo , Estado Epiléptico/metabolismo , Animais , Proteínas de Transporte/antagonistas & inibidores , Proteínas de Transporte/genética , Técnicas de Silenciamento de Genes , Inflamassomos/antagonistas & inibidores , Inflamassomos/genética , Masculino , Proteína 3 que Contém Domínio de Pirina da Família NLR , Ligação Proteica/fisiologia , Ratos , Ratos Sprague-Dawley , Estado Epiléptico/genética , Estado Epiléptico/prevenção & controle
11.
Ann Med ; 55(1): 215-223, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-36576390

RESUMO

BACKGROUND AND AIMS: Currently, there are still no definitive consensus in the treatment of intrahepatic cholangiocarcinoma (iCCA). This study aimed to build a clinical decision support tool based on machine learning using the Surveillance, Epidemiology, and End Results (SEER) database and the data from the Fifth Medical Center of the PLA General Hospital in China. METHODS: 4,398 eligible patients from the SEER database and 504 eligible patients from the hospital data, who presented with histologically proven iCCA, were enrolled for modeling by cross-validation based on machine learning. All the models were trained using the open-source Python library scikit-survival version 0.16.0. Shapley additive explanations method was used to help clinicians better understand the obtained results. Permutation importance was calculated using library ELI5. RESULTS: All involved treatment modalities could contribute to a better prognosis. Three models were derived and tested using different data sources, with concordance indices of 0.67, 0.69, and 0.73, respectively. The prediction results were consistent with those under actual situations involving randomly selected patients. Model 2, trained using the hospital data, was selected to develop an online tool, due to its advantage in predicting short-term prognosis. CONCLUSION: The prediction model and tool established in this study can be applied to predict the prognosis of iCCA after treatment by inputting the patient's clinical parameters or TNM stages and treatment options, thus contributing to optimal clinical decisions.KEY MESSAGESA prognostic model related to disease staging and treatment mode was conducted using the method of machine learning, based on the big data of multi centers.The online calculator can predict the short-term survival prognosis of intrahepatic cholangiocarcinoma, thus, help to make the best clinical decision.The online calculator built to calculate the mortality risk and overall survival can be easily obtained and applied.


Assuntos
Neoplasias dos Ductos Biliares , Colangiocarcinoma , Humanos , Estudos de Viabilidade , Colangiocarcinoma/diagnóstico , Colangiocarcinoma/terapia , Prognóstico , Aprendizado de Máquina , Ductos Biliares Intra-Hepáticos/patologia , Neoplasias dos Ductos Biliares/diagnóstico , Neoplasias dos Ductos Biliares/terapia
12.
Microbiol Spectr ; 11(1): e0107922, 2023 02 14.
Artigo em Inglês | MEDLINE | ID: mdl-36656008

RESUMO

Bradyrhizobium arachidis strain CCBAU 051107 could differentiate into swollen and nonswollen bacteroids in determinate root nodules of peanut (Arachis hypogaea) and indeterminate nodules of Sophora flavescens, respectively, with different N2 fixation efficiencies. To reveal the mechanism of bacteroid differentiation and symbiosis efficiency in association with different hosts, morphologies, transcriptomes, and nitrogen fixation efficiencies of the root nodules induced by strain CCBAU 051107 on these two plants were compared. Our results indicated that the nitrogenase activity of peanut nodules was 3 times higher than that of S. flavescens nodules, demonstrating the effects of rhizobium-host interaction on symbiotic effectiveness. With transcriptome comparisons, genes involved in biological nitrogen fixation (BNF) and energy metabolism were upregulated, while those involved in DNA replication, bacterial chemotaxis, and flagellar assembly were significantly downregulated in both types of bacteroids compared with those in free-living cells. However, expression levels of genes involved in BNF, the tricarboxylic acid (TCA) cycle, the pentose phosphate pathway, hydrogenase synthesis, poly-ß-hydroxybutyrate (PHB) degradation, and peptidoglycan biosynthesis were significantly greater in the swollen bacteroids of peanut than those in the nonswollen bacteroids of S. flavescens, while contrasting situations were found in expression of genes involved in urea degradation, PHB synthesis, and nitrogen assimilation. Especially higher expression of ureABEF and aspB genes in bacteroids of S. flavescens might imply that the BNF product and nitrogen transport pathway were different from those in peanut. Our study revealed the first differences in bacteroid differentiation and metabolism of these two hosts and will be helpful for us to explore higher-efficiency symbiosis between rhizobia and legumes. IMPORTANCE Rhizobial differentiation into bacteroids in leguminous nodules attracts scientists to investigate its different aspects. The development of bacteroids in the nodule of the important oil crop peanut was first investigated and compared to the status in the nodule of the extremely promiscuous medicinal legume Sophora flavescens by using just a single rhizobial strain of Bradyrhizobium arachidis, CCBAU 051107. This strain differentiates into swollen bacteroids in peanut nodules and nonswollen bacteroids in S. flavescens nodules. The N2-fixing efficiency of the peanut nodules is three times higher than that of S. flavescens. By comparing the transcriptomes of their bacteroids, we found that they have similar gene expression spectra, such as nitrogen fixation and motivity, but different spectra in terms of urease activity and peptidoglycan biosynthesis. Those altered levels of gene expression might be related to their functions and differentiation in respective nodules. Our studies provided novel insight into the rhizobial differentiation and metabolic alteration in different hosts.


Assuntos
Fabaceae , Fabaceae/microbiologia , Arachis , Transcriptoma , Sophora flavescens , Nódulos Radiculares de Plantas/metabolismo , Nódulos Radiculares de Plantas/microbiologia , Simbiose , Nitrogênio/metabolismo , Peptidoglicano/metabolismo
13.
Front Endocrinol (Lausanne) ; 14: 1139444, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37020591

RESUMO

Diabetic nephropathy (DN), the leading cause of end-stage renal disease, is the most significant microvascular complication of diabetes and poses a severe public health concern due to a lack of effective clinical treatments. Autophagy is a lysosomal process that degrades damaged proteins and organelles to preserve cellular homeostasis. Emerging studies have shown that disorder in autophagy results in the accumulation of damaged proteins and organelles in diabetic renal cells and promotes the development of DN. Autophagy is regulated by nutrient-sensing pathways including AMPK, mTOR, and Sirt1, and several intracellular stress signaling pathways such as oxidative stress and endoplasmic reticulum stress. An abnormal nutritional status and excess cellular stresses caused by diabetes-related metabolic disorders disturb the autophagic flux, leading to cellular dysfunction and DN. Here, we summarized the role of autophagy in DN focusing on signaling pathways to modulate autophagy and therapeutic interferences of autophagy in DN.


Assuntos
Diabetes Mellitus , Nefropatias Diabéticas , Humanos , Nefropatias Diabéticas/etiologia , Rim/metabolismo , Transdução de Sinais , Células Epiteliais/metabolismo , Autofagia
14.
Artigo em Inglês | MEDLINE | ID: mdl-36760471

RESUMO

Background: QiHuangYiShen granules (QHYS), a traditional Chinese herbal medicine formula, have been used in clinical practice for treating diabetic kidney disease for several years by our team. The efficacy of reducing proteinuria and delaying the decline of renal function of QHYS has been proved by our previous studies. However, the exact mechanism by which QHYS exerts its renoprotection remains largely unknown. Emerging evidence suggests that lncRNA MALAT1 is abnormally expressed in diabetic nephropathy (DN) and can attenuate renal fibrosis by modulating podocyte epithelial-mesenchymal transition (EMT). Objective: In the present study, we aimed to explore whether QHYS could modulate lncRNA MALAT1 expression and attenuate the podocyte EMT as well as the potential mechanism related to the Wnt/ß-catenin signal pathway. Methods: SD rats were fed with the high-fat-high-sucrose diet for 8 weeks and thereafter administered with 30 mg/kg streptozotocin intraperitoneally to replicate the DN model. Quality control of QHYS was performed using high-performance liquid chromatography. QHYS were orally administered at 1.25, 2.5, and 5 g/kg doses, respectively, to the DN model rats for 12 weeks. Body weight, glycated haemoglobin, blood urea nitrogen, serum creatinine, 24-h proteinuria, and kidney index were measured. The morphologic pathology of the kidney was evaluated by Hematoxylin-eosin and Masson's trichrome staining. The expression level of lncRNA MALAT1 was determined by quantitative real-time polymerase chain reaction. In addition, the expression levels of podocyte EMT protein markers and Wnt/ß-catenin pathway proteins in renal tissues were evaluated by Western blotting and immunohistochemistry. Results: The results showed that QHYS significantly reduced 24-h proteinuria, blood urea nitrogen, kidney index, and ameliorated glomerular hypertrophy and collagen fiber deposition in the kidney of DN rats. Importantly, QHYS significantly downregulated the expression level of lncRNA MALAT1, upregulated the expression of nephrin, the podocyte marker protein, downregulated the expression of desmin and FSP-1, and mesenchymal cell markers. Furthermore, QHYS significantly downregulated the expression levels of Wnt1, ß-catenin, and active ß-catenin. Conclusion: Conclusively, our study revealed that QHYS significantly reduced proteinuria, alleviated renal fibrosis, and attenuated the podocyte EMT in DN rats, which may be associated with the downregulation of lncRNA MALAT1 expression and inhibition of the Wnt/ß-catenin pathway.

15.
Zhonghua Yi Xue Za Zhi ; 92(16): 1119-21, 2012 Apr 24.
Artigo em Chinês | MEDLINE | ID: mdl-22781772

RESUMO

OBJECTIVE: To summarize our clinical experiences of delayed massive hemorrhage (DMH), a rare but fatal complication, after pancreaticoduodenectomy (PD). METHODS: The clinical data of 14 DMH patients at our medical center were collected and analyzed to evaluate the risk factors and to compare the efficacies of different therapies. RESULTS: A total of 1008 PD patients were treated since April 1993. Fourteen DMHs occurred post-operatively (1.4%). In these cases, 10/14 (71.4%) were complicated with pancreatic fistula. Sentinel bleeding was observed in 10 (71.4%) cases. The clinical manifestations of DMH included simple abdominal hemorrhage (n = 6, 42.9%), alimentary tract hemorrhage (n = 6, 42.9%) and both (n = 3, 21.4%). Shock (n = 2, 14.3%) might also be the initial symptom. Thirteen cases achieved post-therapeutic hemostasis while 1 patient died before re-admission. The therapeutic modalities included interventional therapy (n = 8) and surgery (n = 5). According to the therapeutic modalities, the re-bleeding rate, morbidity and final mortality of two groups were 50.0% vs 40.0% (P = 0.83), 75.0% vs 60.0% (P = 0.96) and 50.0% vs 80.0% (P = 0.62) respectively. Five patients survived at the end of treatment. The mortality rate was 71.4%. CONCLUSION: As a rare but fatal complication after PD, DMH is difficult to diagnose and treat. Postoperative pancreatic fistula remains a possible but undetermined risk factor. Sentinel bleeding is of great predicative value for DMH. Regular interventional arteriography is an effective method of improving diagnosis and treatment. Both interventional therapy and surgery may be used to treat DMH.


Assuntos
Pancreaticoduodenectomia/efeitos adversos , Hemorragia Pós-Operatória/etiologia , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Fístula Pancreática/diagnóstico , Fístula Pancreática/etiologia , Fístula Pancreática/terapia , Hemorragia Pós-Operatória/diagnóstico , Hemorragia Pós-Operatória/terapia , Estudos Retrospectivos , Adulto Jovem
16.
Front Endocrinol (Lausanne) ; 13: 983713, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36187088

RESUMO

In recent years, the risk, such as hypertension, obesity and diabetes mellitus, of cardiovascular diseases has been increasing explosively with the development of living conditions and the expansion of social psychological pressure. The disturbance of glucose and lipid metabolism contributes to both collapse of myocardial structure and cardiac dysfunction, which ultimately leads to diabetic cardiomyopathy. The pathogenesis of diabetic cardiomyopathy is multifactorial, including inflammatory cascade activation, oxidative/nitrative stress, and the following impaired Ca2+ handling induced by insulin resistance/hyperinsulinemia, hyperglycemia, hyperlipidemia in diabetes. Some key alterations of cellular signaling network, such as translocation of CD36 to sarcolemma, activation of NLRP3 inflammasome, up-regulation of AGE/RAGE system, and disequilibrium of micro-RNA, mediate diabetic oxidative stress/inflammation related myocardial remodeling and ventricular dysfunction in the context of glucose and lipid metabolic disturbance. Here, we summarized the detailed oxidative stress/inflammation network by which the abnormality of glucose and lipid metabolism facilitates diabetic cardiomyopathy.


Assuntos
Diabetes Mellitus , Cardiomiopatias Diabéticas , Cardiomiopatias Diabéticas/metabolismo , Glucose/metabolismo , Humanos , Inflamassomos/metabolismo , Inflamação/metabolismo , Lipídeos , Proteína 3 que Contém Domínio de Pirina da Família NLR/metabolismo , Estresse Oxidativo/fisiologia , RNA , Transdução de Sinais/fisiologia
17.
Zhongguo Wei Zhong Bing Ji Jiu Yi Xue ; 21(11): 652-5, 2009 Nov.
Artigo em Chinês | MEDLINE | ID: mdl-19930879

RESUMO

OBJECTIVE: To investigate the therapeutic effects of benthiactzine against respiratory failure induced by cholinesterase inhibitor dimethyl dichloro-vinyl phosphate (DDVP) in rats. METHODS: Forty-five male Wistar rats were divided into five groups randomly: control group, model group, and benthiactzine 0.5, 1.0, 2.0 mg/kg treatment groups (each n=9). Rats were treated with DDVP by intraperitoneal injection to reproduce respiratory failure model. The symptoms, respiratory rate (RR), blood gas analysis, electrolyte and plasma superoxide dismutase (SOD), malondialdehyde (MDA) and the pathological changes were observed before poisoning, during respiratory failure, and in different periods after the treatment. RESULTS: In rats with respiratory failure induced by DDVP, cyanosis and convulsion occurred in all groups. The success rates in three benthiactzine groups were 66.7% (6/9), 77.8% (7/9) and 88.9% (8/9). The rats of benthiactzine treatment groups recovered in 1-5 minutes after treatment and returned to normal state in 30 minutes. RR also returned to normal in 30 minutes. When respiratory failure occurred, arterial oxygen partial pressure (PaO2), arterial oxygen saturation (SaO2) and plasma SOD were decreased, plasma MDA was increased, and mixed acidosis was found. Thirty minutes after the treatment of benthiactzine, all above parameters in three groups returned to normal (all P<0.01). In respiratory failure rats, pathological examination of lung tissue revealed dilatation of pulmonary vessels with aggregation of erythrocytes, widening of alveolar space with presence of red blood cells in alveoli with heavy infiltration of inflammatory cells, and pulmonary edema and hemorrhage. The lungs of rats treated with benthiactzine showed less intense pathological changes. CONCLUSION: The new medicine against poisoning benthiactzine can be a favourable drug against respiratory failure induced by organophosphorus pesticides.


Assuntos
Benzilatos/uso terapêutico , Inibidores da Colinesterase/intoxicação , Diclorvós/intoxicação , Insuficiência Respiratória/tratamento farmacológico , Animais , Modelos Animais de Doenças , Pulmão/patologia , Masculino , Distribuição Aleatória , Ratos , Ratos Wistar , Insuficiência Respiratória/induzido quimicamente , Insuficiência Respiratória/patologia
18.
Ann Transl Med ; 7(6): 125, 2019 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-31032280

RESUMO

BACKGROUND: To investigate the effects of Bushen Huoxue Decoction (BSHXD) and its underlying molecular mechanisms on inhibiting osteogenic differentiation of vascular smooth muscle cells (VSMCs) in vascular calcification via regulating the mRNA expression of osteoprotegerin (OPG) and the receptor activator of the nuclear factor-kappa B ligand (RANKL). METHODS: VSMCs from the aortas of rats were cultured in vitro. Osteogenic differentiation of VSMCs was induced by high levels of an inorganic phosphate medium (2.4 mM). BSHXD-containing serum was prepared using the serum-pharmacological method. VSMCs were plated using 6-well plates at an approximate density of 4.0×104 cells/mL and cultured for 10 days. This was followed by the application of different concentrations of BSHXD-containing serum. The percentage of concentrations of BSHXD-containing serum in high, middle and low dosage group was 20%, 10% and 5%, respectively. Calcium nodules were evaluated by alizarin red S staining, and alkaline phosphatase (ALP) activity and calcium deposition were both examined as per the instruction of the test kits on the 3rd, 6th, and 10th days. Protein expression level of ALP and α-smooth muscle actin (α-SMA) were detected by Western blot on the 3rd, 6th, and 10th days. The mRNA expression of the OPG and RANKL were also detected by real-time PCR on the 3rd, 6th, and 10th days. RESULTS: Compared with the control group, BSHXD significantly attenuated the calcium nodules that were examined by alizarin red-S staining. Protein expression levels of α-SMA were up-regulated and ALP were down-regulated on the BSHXD group (P<0.05). BSHXD also attenuated the ALP activity and calcium deposition of the VSMCs (P<0.05). These changes were associated with the effect of BSHXD on up-regulating the expression of OPG mRNA and down-regulating the expression of RANKL mRNA in the process of osteogenic differentiation of VSMCs. CONCLUSIONS: BSHXD has a beneficial effect on inhibiting osteogenic differentiation of VSMCs induced by high levels of phosphate. The underlying mechanism appears to be related to the modulation of expressions of OPG mRNA and RANKL mRNA in the VSMCs, thereby preventing the phenotypic changes of VSMCs to an osteogenic phenotype.

19.
World J Gastroenterol ; 24(24): 2640-2646, 2018 Jun 28.
Artigo em Inglês | MEDLINE | ID: mdl-29962820

RESUMO

Primary hepatic neuroendocrine tumor (PHNET) is an extremely rare liver tumor. Patients often have no clinical symptoms or have only non-specific symptoms, such as abdominal pain and abdominal mass. The clinical manifestations, disease development, treatment methods, and treatment outcomes of PHNET vary greatly among cases. Here we report a case of PHNET with a confirmed 26-year survival before surgery. The patient was a 56-year-old female. A large right hepatic mass was detected when the patient was 30 years old. The tumor could not be removed during exploratory laparotomy, and constriction of the right hepatic artery and biopsy were conducted. Pathological results indicated a diagnosis of benign tumor, but a confirmed diagnosis was not reached. Twenty-six years after the patient had been living with the tumor, she sought treatment again because of tumor progression. After systematic evaluation of the resectability, the tumor was resected. Based on the examination results of the gastrointestinal tract and lungs, intraoperative examination results, pathological findings, and long-term follow-up results, the diagnosis of PHNET was confirmed. This case represents the longest reported survival time for a PHNET patient before removal of the tumor.


Assuntos
Neoplasias Hepáticas/patologia , Fígado/patologia , Tumores Neuroendócrinos/patologia , Período Pré-Operatório , Biópsia , China , Feminino , Hepatectomia , Humanos , Fígado/diagnóstico por imagem , Neoplasias Hepáticas/diagnóstico por imagem , Neoplasias Hepáticas/cirurgia , Pessoa de Meia-Idade , Tumores Neuroendócrinos/diagnóstico por imagem , Tumores Neuroendócrinos/cirurgia , Tamanho do Órgão , Fatores de Tempo , Tomografia Computadorizada por Raios X
20.
Zhonghua Wai Ke Za Zhi ; 44(23): 1599-603, 2006 Dec 01.
Artigo em Chinês | MEDLINE | ID: mdl-17359686

RESUMO

OBJECTIVE: To analyze clinical typing, pathologic characteristics of hilar cholangiocarcinoma (HCCA) and surgical strategies and their effects on HCCA, and to explore the factors that influence the surgical outcomes and long-term survival. METHODS: The data of the 402 patients with HCCA admitted between January 1993 and December 2004 was investigated retrospectively. Primary outcomes examined included clinical typing, pathologic characteristics, surgical procedures and follow-up results. On the basis of Bismuth-Corlette typing, we defined the tumor originated from intrahepatic large bile duct (LBD) as type V (type Va and Vb). RESULTS: Among the 402 patients with HCCA, 198 cases accepted curative resection, 102 (51.5%) for radical resection and 96 (48.5%) for palliative resection. Of the rest patients, 8 received orthotopic liver transplantation (OLT), 161 received simple drainage and 35 were not operated on. The resection rates for type I, II, IIIa, IIIb, IV, Va and Vb were 69.4%, 55.5%, 57.4%, 71.7%, 19.6%, 100% and 34.6%, respectively. The one-year survival rates for radical resection, palliative resection, simple drainage and untreated were 80.3%, 53.2%, 26.7% and 9.8%, respectively. And the three-year and five-year survival rates in the four groups were 41.9% and 33.3%, 19.6% and 14.7%, 3.3% and 0, 0 and 0, respectively. Significant difference was found in survival rates between the radical and palliative resection. In the patients who received tumor resection, the ones without lymph nodes metastasis (LNM) survived much longer than those with LNM (P < 0.05). Complications were found in 36.1% of the patients and the mortality rate was 0.3%. CONCLUSIONS: HCCA type V originated from intrahepatic LBD has higher resection rate and better prognosis. The tumor differentiation is significantly correlated with the prognosis after operation. With HCCA, resection is still the major treatment selection. Curative resection carries the best effect. Extended radical resection of liver lobes, blood vessels, lymph nodes can prolong survive. The problem of high recurrence rate after OLT for HCCA has not been solved yet.


Assuntos
Neoplasias dos Ductos Biliares/cirurgia , Ductos Biliares Intra-Hepáticos , Colangiocarcinoma/cirurgia , Adolescente , Adulto , Idoso , Neoplasias dos Ductos Biliares/patologia , China , Colangiocarcinoma/patologia , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Estudos Retrospectivos , Análise de Sobrevida , Resultado do Tratamento
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