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1.
Food Chem X ; 23: 101742, 2024 Oct 30.
Artigo em Inglês | MEDLINE | ID: mdl-39253011

RESUMO

Merging traditional Chinese medicine's (TCM) principles of medicine-food homology with modern flavor chemistry, this research unveils PungentDB (http://www.pungentdb.org.cn/home), a database documenting 205 unique pungent flavor compounds from 231 TCMs. It provides detailed insights into their chemical attributes, biological targets (including IC50/EC50 values), and molecular structures (2D/3D), enriched with visualizations of target organ distribution and protein structures, exploring the pungent flavor space with the help of a feature-rich visual interface. This collection, derived from over 3249 sources and highlighting 9129 targets, delves into the compounds' unique pungent flavors-taste, aroma, and thermal sensations-and their interaction with taste and olfactory receptors. PungentDB bridges ancient wisdom and culinary innovation, offering a nuanced exploration of pungent flavors' role in enhancing food quality, safety, and sensory experiences. This initiative propels flavor chemistry forward, serving as a pivotal resource for food science advancement and the innovative application of pungent flavors.

3.
Curr Microbiol ; 81(10): 340, 2024 Sep 03.
Artigo em Inglês | MEDLINE | ID: mdl-39225871

RESUMO

Wheat leaf blight caused by Bipolaris sorokiniana is a widespread fungal disease that poses a serious risk to wheat. Biological control without causing environmental pollution is one of the safest and most effective method to control plant diseases. The antagonistic bacterial strain HeN-7 (identified as Bacillus velezensis) was isolated from tobacco leaves cultivated in Henan province, China. The results of different concentrations of cell-free supernatant (CFS) from HeN-7 culture against B. sorokiniana mycelia showed that 20% HeN-7 CFS (v/v) reached the maximum inhibition rate of 96%. In the potted plants control assay, B. velezensis HeN-7 CFS exhibited remarkable biocontrol activity on the wheat infected with B. sorokiniana, the best pot control efficacy was 65% at 20% CFS. The research on the mechanism of action demonstrated that HeN-7 CFS induced the membrane lipid peroxidation in B. sorokiniana, leading to the disruption of cell membrane integrity and resulting in the leakage of cell contents; in addition, the intracellular mitochondrial membrane potential in mycelium dissipated and reactive oxygen species accumulated, thereby inhibiting the growth of B. sorokiniana. These results indicate that B. velezensis HeN-7 is a promising candidate as a biological control agent against Bipolaris sorokiniana infection.


Assuntos
Bacillus , Bipolaris , Nicotiana , Doenças das Plantas , Folhas de Planta , Bacillus/isolamento & purificação , Bacillus/metabolismo , Bacillus/fisiologia , Folhas de Planta/microbiologia , Doenças das Plantas/microbiologia , Doenças das Plantas/prevenção & controle , Nicotiana/microbiologia , Triticum/microbiologia , Antifúngicos/farmacologia , Antifúngicos/metabolismo , China , Espécies Reativas de Oxigênio/metabolismo , Micélio/crescimento & desenvolvimento , Antibiose
4.
J Gastrointest Oncol ; 15(4): 1497-1507, 2024 Aug 31.
Artigo em Inglês | MEDLINE | ID: mdl-39279938

RESUMO

Background: Few data are available on metastatic colorectal cancer (mCRC) treated with late-line regorafenib monotherapy or combined with other therapies. This study thus aimed to examine regorafenib combined with immune checkpoint inhibitors (ICIs) compared with regorafenib monotherapy in patients with advanced CRC. Methods: This single-center retrospective cohort study included patients with advanced CRC who experienced recurrence and progression after standard first- and second-line treatments treatment from November 2018 to December 2021. The patients received regorafenib plus ICIs or regorafenib monotherapy. Treatment response was evaluated based on Response Evaluation Criteria in Solid Tumors (RECIST). Overall survival (OS) and progression-free survival (PFS) were analyzed via multivariate analysis. Results: The combined group and the monotherapy group included 30 and 43 patients, respectively. The median OS (13.7 vs. 10.1 months; P=0.10) and PFS (4 vs. 3.6 months; P=0.32) were not significantly different between the two groups. In males, the median OS was significantly longer in the combined group compared with the monotherapy group (not reached vs. 8.03 months; P=0.02), but the median PFS showed no significant difference (7.23 vs. 3.90 months; P=0.16). There was no significant difference in OS (P=0.71) or PFS (P=0.89) in females. Eastern Cooperative Oncology Group performance status (ECOG PS) 1 [vs. 0; hazard ratio (HR) =3.13, 95% confidence interval (CI): 1.61-6.10; P<0.001] was independently associated with PFS. ECOG PS 1 (vs. 0; HR =3.63, 95% CI: 1.54-8.56; P=0.003) and combined therapy (vs. monotherapy; HR =0.47, 95% CI: 0.22-0.99; P=0.048) were associated with OS. Conclusions: Regorafenib combined with ICIs led to numerically longer PFS and significantly prolonged OS in patients with mCRC compared to regorafenib monotherapy, especially in male patients.

6.
Int J Cardiol ; 417: 132524, 2024 Sep 06.
Artigo em Inglês | MEDLINE | ID: mdl-39244100

RESUMO

BACKGROUND: Vericiguat has demonstrated efficacy in improving the prognosis of patients with heart failure with reduced ejection fraction (HFrEF) following recent clinical deterioration. However, its real-world impact on reducing N-terminal B-type natriuretic peptide (NT-proBNP) levels and improving ventricular remodeling remains uncertain in stable HFrEF patients receiving guideline-directed medical therapy (GDMT) over the short term. METHODS: This multicenter, observational cohort study included 200 HFrEF patients. Patients were grouped based on their preference for vericiguat use. We evaluated the impact of vericiguat on HFrEF patients by analyzing the difference in the proportion of patients with NT-proBNP levels ≤1000 pg/ml between two groups after a 6-month follow-up, using logistic regression and covariance analysis. Changes in echocardiographic parameters, left ventricular reverse remodeling (LVRR) ratio, and safety outcomes were also evaluated. RESULTS: During the 6-month follow-up, 105 patients (82.68 %) in the vericiguat group and 46 patients (63.01 %) in the control group reached the primary endpoint. Multivariate logistic regression confirmed vericiguat as a significant factor in reducing NT-proBNP levels (Model 2: odds ratio (OR) = 2.67, 95 % confidence interval (CI): 1.24-5.77, P = 0.013), but it showed no significant association with LVRR (Model 2: OR = 0.52, 95 % CI: 0.24-1.13, P = 0.097). The safety analysis indicated a higher incidence of mild to moderate gastrointestinal symptoms in the vericiguat group compared to the control group (23.62 % vs. 2.74 %, P < 0.001). CONCLUSIONS: Vericiguat significantly reduced NT-proBNP levels in patients with chronic HErEF under GDMT but was ineffective for LVRR during the 6-month follow-up.

7.
CNS Neurosci Ther ; 30(9): e70014, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-39258805

RESUMO

AIMS: Extended fasting-postprandial switch intermitting time has been shown to affect Alzheimer's disease (AD). Few studies have investigated the cerebral perfusion response to fasting-postprandial metabolic switching (FMS) in AD patients. We aimed to evaluate the cerebral perfusion response to FMS in AD patients. METHODS: In total, 30 AD patients, 32 mild cognitive impairment (MCI) patients, and 30 healthy control individuals (HCs) were included in the quantification of cerebral perfusion via cerebral blood flow (CBF). The cerebral perfusion response to FMS was defined as the difference (ΔCBF) between fasting and postprandial CBF. RESULTS: Patients with AD had a regional negative ΔCBF in the anterior temporal lobe, part of the occipital lobe and the parietal lobe under FMS stimulation, whereas HCs had no significant ΔCBF. The AD patients had lower ΔCBF values in the right anterior temporal lobe than the MCI patients and HCs. ΔCBF in the anterior temporal lobe was negatively correlated with cognitive severity and cognitive reserve factors in AD patients. CONCLUSIONS: AD patients exhibited a poor ability to maintain cerebral perfusion homeostasis under FMS stimulation. The anterior temporal lobe is a distinct area that responds to FMS in AD patients and negatively correlates with cognitive function.


Assuntos
Doença de Alzheimer , Circulação Cerebrovascular , Disfunção Cognitiva , Jejum , Período Pós-Prandial , Humanos , Masculino , Feminino , Doença de Alzheimer/metabolismo , Doença de Alzheimer/diagnóstico por imagem , Doença de Alzheimer/fisiopatologia , Idoso , Circulação Cerebrovascular/fisiologia , Período Pós-Prandial/fisiologia , Disfunção Cognitiva/metabolismo , Disfunção Cognitiva/fisiopatologia , Disfunção Cognitiva/diagnóstico por imagem , Pessoa de Meia-Idade , Idoso de 80 Anos ou mais , Neuroimagem/métodos , Encéfalo/metabolismo , Encéfalo/diagnóstico por imagem , Encéfalo/fisiopatologia , Encéfalo/irrigação sanguínea , Imageamento por Ressonância Magnética
8.
Cell Death Dis ; 15(9): 669, 2024 Sep 12.
Artigo em Inglês | MEDLINE | ID: mdl-39266539

RESUMO

Acute type A aortic dissection (ATAAD) is a lethal pathological process within the aorta with high mortality and morbidity. T lymphocytes are perturbed and implicated in the clinical outcome of ATAAD, but the exact characteristics of T cell phenotype and its underlying mechanisms in ATAAD remain poorly understood. Here we report that CD4+ T cells from ATAAD patients presented with a hypofunctional phenotype that was correlated with poor outcomes. Whole transcriptome profiles showed that ferroptosis and lipid binding pathways were enriched in CD4+ T cells. Inhibiting ferroptosis or reducing intrinsic reactive oxygen species limited CD4+ T cell dysfunction. Mechanistically, CD36 was elevated in CD4+ T cells, whose blockade effectively alleviated palmitic acid-induced ferroptosis and CD4+ T cell hypofunction. Therefore, targeting the CD36-ferroptosis pathway to restore the functions of CD4+ T cells is a promising therapeutic strategy to improve clinical outcomes in ATAAD patients.


Assuntos
Dissecção Aórtica , Antígenos CD36 , Linfócitos T CD4-Positivos , Ferroptose , Homeostase , Ferroptose/genética , Ferroptose/efeitos dos fármacos , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD4-Positivos/metabolismo , Humanos , Dissecção Aórtica/patologia , Dissecção Aórtica/metabolismo , Dissecção Aórtica/genética , Antígenos CD36/metabolismo , Antígenos CD36/genética , Masculino , Espécies Reativas de Oxigênio/metabolismo , Pessoa de Meia-Idade , Animais , Feminino , Camundongos
9.
Analyst ; 2024 Sep 13.
Artigo em Inglês | MEDLINE | ID: mdl-39269438

RESUMO

The widespread distribution of herbicides in the environment poses a significant risk to human health and wildlife. Surface-enhanced Raman scattering (SERS) has emerged as a powerful technique for detecting and analyzing herbicides. However, developing a low-cost, highly sensitive, reproducible, stable, and Raman-active nanostructured substrate for herbicide detection remains a particular challenge. In this research, a nanohybrid substrate consisting of gold nanoparticles@carbon nanodots (AuNPs@CNDs) was synthesized by reducing HAuCl4 in the presence of CNDs at 100 °C. The optical, chemical, and physical properties of CNDs, AuNPs, and the hybrid AuNPs@CND substrates were thoroughly investigated using various techniques including UV-vis spectrometry, Raman spectroscopy, X-ray photoelectron spectroscopy (XPS), scanning electron microscopy (SEM), transmission electron microscopy (TEM), and CytoViva darkfield and hyperspectral imaging. The SERS effect of the substrates was evaluated using rhodamine 6G (Rh6G), a Raman-active probe, and two groups of herbicides containing mesotrione or S-metolachlor. The results demonstrated a significant signal amplification in the SERS spectra of Rh6G and herbicide molecule detection using the AuNPs@CND substrate compared to bare CNDs and AuNPs alone. This suggests that the nanohybrid AuNPs@CND SERS substrate holds promise for the detection of herbicides and other organic compounds in environmental applications.

10.
Clin Neurol Neurosurg ; 245: 108495, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-39126898

RESUMO

BACKGROUND: Perihematomal edema (PHE) is regarded as a potential intervention indicator of secondary injury following intracerebral hemorrhage (ICH). But it still lacks a comprehensive prediction model for early PHE formation. METHODS: The included ICH patients have received an initial Computed Tomography scan within 6 hours of symptom onset. Hematoma volume and PHE volume were computed using semiautomated computer-assisted software. The volume of the hematoma, edema around the hematoma, and surface area of the hematoma were calculated. The platelet-to-lymphocyte ratio (PLR) was calculated by dividing the platelet count by the lymphocyte cell count. All analyses were 2-tailed, and the significance level was determined by P <0.05. RESULTS: A total of 226 patients were included in the final analysis. The optimal cut-off values for PHE volume increase to predict poor outcomes were determined as 5.5 mL. For clinical applicability, we identified a value of 5.5 mL as the optimal threshold for early PHE growth. In the multivariate logistic regression analyses, we finally found that baseline hematoma surface area (p < 0.001), expansion-prone hematoma (p < 0.001), and PLR (p = 0.033) could independently predict PHE growth. The comprehensive prediction model demonstrated good performance in predicting PHE growth, with an area under the curve of 0.841, sensitivity of 0.807, and specificity of 0.732. CONCLUSION: In this study, we found that baseline hematoma surface area, expansion-prone hematoma, and PLR were independently associated with PHE growth. Additionally, a risk nomogram model was established to predict the PHE growth in patients with ICH.


Assuntos
Edema Encefálico , Hemorragia Cerebral , Hematoma , Humanos , Hemorragia Cerebral/diagnóstico por imagem , Hemorragia Cerebral/complicações , Masculino , Feminino , Edema Encefálico/diagnóstico por imagem , Idoso , Pessoa de Meia-Idade , Hematoma/diagnóstico por imagem , Hematoma/patologia , Idoso de 80 Anos ou mais , Tomografia Computadorizada por Raios X , Estudos Retrospectivos , Adulto , Valor Preditivo dos Testes
11.
J Ethnopharmacol ; 335: 118662, 2024 Dec 05.
Artigo em Inglês | MEDLINE | ID: mdl-39117022

RESUMO

ETHNOPHARMACOLOGICAL RELEVANCE: Salvia miltiorrhiza Bge. (SMB) is an herbal medicine extensively used for improving metabolic disorders, including Nonalcoholic fatty liver disease (NAFLD). However, the potential material basis and working mechanism still remained to be elucidated. AIM OF THE STUDY: To find potential ingredients for therapy of NAFLD by high content screening and further verify the efficacy on restoring hepatic steatosis and insulin resistance, and clarify the potential working mechanism. MATERIALS AND METHODS: The mouse transcription factor EB (Tfeb) in preadipocytes was knocked out by CRISPR-Cas9 gene editing. High content screening of TFEB nuclear translocation was performed to identify TFEB activators. The effect of candidate compounds on reducing lipid accumulation was evaluated using Caenorhabditis elegans (C. elegans). Then the role of Salvia miltiorrhiza extract (SMB) containing Tanshinone IIA and the derivatives were further investigated on high-fat diet (HFD) fed mice. RNA-seq was performed to explore potential molecular mechanism of SMB. Finally, the gut microbiota diversity was evaluated using 16S rRNA sequencing to investigate the protective role of SMB on regulating gut microbiota homeostasis. RESULTS: Knockout of Tfeb led to excessive lipid accumulation in adipocytes while expression of TFEB homolog HLH-30 in C. elegans (MAH240) attenuated lipid deposition. Screening of TFEB activators identified multiple candidates from Salvia miltiorrhiza, all of them markedly induced lysosome biogenesis in HepG2 cells. One of the candidate compounds Tanshinone IIA significantly decreased lipid droplet deposition in HFD fed C. elegans. Administration of SMB on C57BL/6J mice via gastric irrigation at the dose of 15 g/kg/d markedly alleviated hepatic steatosis, restored serum lipid profile, and glucose tolerance. RNA-seq showed that gene expression profile was altered and the genes related to lipid metabolism were restored. The disordered microbiome was remodeled by SMB, Firmicutes and Actinobacteriotawere notably reduced, Bacteroidota and Verrucomicrobiota were significantly increased. CONCLUSION: Taken together, the observations presented here help address the question concerning what were the main active ingredients in SMB for alleviating NAFLD, and established that targeting TFEB was key molecular basis for the efficacy of SMB.


Assuntos
Abietanos , Fatores de Transcrição de Zíper de Leucina e Hélice-Alça-Hélix Básicos , Caenorhabditis elegans , Resistência à Insulina , Camundongos Endogâmicos C57BL , Salvia miltiorrhiza , Animais , Fatores de Transcrição de Zíper de Leucina e Hélice-Alça-Hélix Básicos/metabolismo , Fatores de Transcrição de Zíper de Leucina e Hélice-Alça-Hélix Básicos/genética , Caenorhabditis elegans/efeitos dos fármacos , Abietanos/farmacologia , Camundongos , Masculino , Hepatopatia Gordurosa não Alcoólica/tratamento farmacológico , Microbioma Gastrointestinal/efeitos dos fármacos , Extratos Vegetais/farmacologia , Metabolismo dos Lipídeos/efeitos dos fármacos , Dieta Hiperlipídica , Células 3T3-L1
13.
J Asian Nat Prod Res ; : 1-19, 2024 Aug 16.
Artigo em Inglês | MEDLINE | ID: mdl-39150175

RESUMO

Polygonati rhizoma (Huangjing in Chinese) is a common clinical tonic with the traditional effects of tonifying Qi, nourishing Yin. However, the lack of precise control of processing parameters has led to the uneven quality of processed Huangjing. A prediction model using the CRITIC method optimizes processing by correlating method, component contents, and biological activity, ensuring consistent quality and efficacy.

15.
ESC Heart Fail ; 2024 Aug 08.
Artigo em Inglês | MEDLINE | ID: mdl-39118410

RESUMO

AIMS: Limited literature shows the existence of sex differences in the long-term prognosis of heart failure (HF) patients with frailty. In this study, whether sex differences exist in the impact of frailty on death from cardiovascular causes in patients with HF was investigated by conducting a retrospective cohort study. METHODS AND RESULTS: Data from the National Health and Nutrition Examination Survey (NHANES) study (2009-2018) were used to conduct a retrospective cohort study of 958 participants with HF. Patients were grouped based on sex and frailty index (FI). The relationship between death from cardiovascular causes and baseline frailty was assessed by Cox proportional hazard analysis and the Kaplan-Meier (K-M) plot. The study population had an age of 67.3 ± 12.3. Among them, around 54.5% were male. A median follow-up of 3.6 years was performed. After that, females who died from cardiovascular causes exhibited higher baseline FI values, while males did not show this trend (P < 0.05; P = 0.1253). Cox regression analysis demonstrated a significant association between FI and cardiovascular mortality in females (most frail: hazard ratio (HR) = 3.65, 95% confidence interval (CI): 1.07 ~ 12.39, P < 0.05; per 1-unit increase in FI: HR = 1.78, 95% CI: 1.33 ~ 2.39, P < 0.001). A dose-response association between FI and cardiovascular mortality was presented by restricted cubic splines. CONCLUSIONS: Frailty is related to an increased risk of cardiovascular mortality in HF patients, particularly female patients.

17.
Phytomedicine ; 134: 155992, 2024 Aug 26.
Artigo em Inglês | MEDLINE | ID: mdl-39216300

RESUMO

BACKGROUND: Polygoni Cuspidati Rhizoma et Radix (Huzhang in Chinese), refers to the root and rhizome of Polygonum cuspidatum Sieb. et Zucc. Huzhang is commonly used in clinical practice for the prevention and treatment of diabetes and its complications, but its active components and regulatory mechanisms have not yet been thoroughly analyzed. PURPOSE: The network pharmacology combined with multi-omics analysis will be employed to dissect the substance basis and action mechanism of Huzhang in exerting its anti-diabetic activity. METHODS: This study employed phenotypic indicators for baseline assessment, followed by integrated analysis using network pharmacology, metabolomics, transcriptomics, and qPCR technology to elucidate the active components and pharmacological mechanisms of Huzhang. RESULTS: The analysis of network pharmacology revealed that polydatin is a potential active component responsible for the anti-T2DM pharmacological effects of Huzhang. In vivo experimental results demonstrated that polydatin significantly regulates blood glucose, lipid levels, liver function, and liver pathological damage in diabetic rats. Analysis results from transcriptomics, metabolomics, and qPCR validation showed that polydatin comprehensively regulates glucose and lipid metabolism in T2DM by modulating bile acid metabolism, fatty acid oxidation, and lipogenesis. CONCLUSION: Polydatin is a key component of Huzhang in treating T2DM, and its regulatory mechanisms are diverse, indicating significant development potential.

18.
J Ethnopharmacol ; 334: 118592, 2024 Nov 15.
Artigo em Inglês | MEDLINE | ID: mdl-39025162

RESUMO

ETHNOPHARMACOLOGICAL RELEVANCE: Radix Bupleuri is the root of Bupleurum chinense DC. (BC) and a classic aromatic traditional Chinese medicine. The traditional pharmacological effects of Radix Bupleuri are alleviating bronchial spasms, dilating airways, and promoting the resolution of respiratory inflammation, thereby reducing asthma symptoms. AIM OF THE STUDY: Studies have demonstrated the efficacy of water extracts from BC in asthma treatment. However, the potential role of volatile oil, another active constituent in BC, remains unexplored with asthma. Notably, volatile oil is renowned for its ease of absorption and direct targeting of affected areas, offering distinct advantages in alleviating airway inflammation. This study aims to explain the anti-asthmatic mechanism of BC-oil through in vivo and in vitro pharmacological experiments. MATERIALS AND METHODS: Firstly, the OVA-induced SD rat asthma model was utilized to evaluate the pharmacological effect of BC-oil by lung function monitoring, HE staining, flow cytometry, ELISA, and RT-qPCR. The anti-asthmatic mechanism was further analyzed by combining transcriptomic analysis of lung tissue from rat model and airway smooth muscle tissue from public database. Initially, GC-MS was used to analyze the components of BC-oil. The anti-asthmatic activity was evaluated in 16-HBE, RBL-2H3, and ASMC cells using CAMKII inhibitors to explore of the critical signal transduction regulated by BC-oil. Furthermore, molecular docking and calcium flow assay were utilized to screen and identify the active components from BC-oil. RESULTS: Oral administration of BC-oil significantly enhanced pulmonary function in asthmatic SD rats by reducing airway resistance and elastic resistance. Additionally, BC-oil inhibited inflammatory cytokines, including serum IL-2, pulmonary Il1b, Tnf, and Cxcl13, demonstrating potent anti-inflammatory and immunomodulatory effects. In this study, we analyzed the significant role of OR2W3 in asthma using public transcriptomic data. Furthermore, we indicated that BC-oil regulated the expression of Olr1433 and GNAL in rat lung tissue. BC-oil reduced degranulation and inhibited gene expression of Il3 and Tnf in RBL-2H3 cells and suppressed gene expression of IL8 and TNF in 16-HBE cells. BC-oil also attenuated airway smooth muscle cell proliferation and expression of Acta2 and Ccnd1. Furthermore, BC-oil regulates asthma-related cellular processes by activating CAMKII. GC-MS analysis identified 11 components of BC-oil, and n-hexadecanoic acid, linoleic acid and oleic acid from BC-oil were identified to interact with OR2W3 by molecular docking. The calcium flow assay revealed linoleic acid as a significant activator of OR2W3 and indicated that BC-oil alleviated asthma through the ectopic olfactory signaling pathway. CONCLUSIONS: The mechanism of BC-oil in treating asthma through signal transduction of OR2W3 is revealed at the molecular and cellular levels.


Assuntos
Antiasmáticos , Asma , Bupleurum , Óleos Voláteis , Receptores Odorantes , Animais , Humanos , Masculino , Ratos , Antiasmáticos/farmacologia , Asma/tratamento farmacológico , Bupleurum/química , Linhagem Celular , Citocinas/metabolismo , Citocinas/genética , Modelos Animais de Doenças , Pulmão/efeitos dos fármacos , Pulmão/metabolismo , Simulação de Acoplamento Molecular , Miócitos de Músculo Liso/efeitos dos fármacos , Miócitos de Músculo Liso/metabolismo , Óleos Voláteis/farmacologia , Ovalbumina , Raízes de Plantas/química , Ratos Sprague-Dawley , Receptores Odorantes/metabolismo , Receptores Odorantes/genética
19.
Comput Biol Med ; 179: 108878, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-39043107

RESUMO

Mechanism analysis is essential for the use and promotion of Traditional Chinese Medicine (TCM). Traditional methods of network analysis relying on expert experience lack an explanatory framework, prompting the application of deep learning and machine learning for objective identification of TCM pharmacological effects. A dataset was used to construct an interacted network graph between 424 molecular descriptors and 465 pharmacological targets to represent the relationship between components and pharmacological effects. Subsequently, the optimal identification model of pharmacological effects (IPE) was established through convolution neural networks of GoogLeNet structure. The AUC values are greater than 0.8, MCC values are greater than 0.7, and ACC values are greater than 0.85 across various test datasets. Subsequently, 18 recognition models of TCM efficacy (RTE) were created using support vector machines (SVM). Integration of pharmacological effects and efficacies led to the development of the systemic web platform for identification of pharmacological effects (SYSTCM). The platform, comprising 70,961 terms, including 636 Traditional Chinese Medicines (TCMs), 8190 components, 40 pharmacological effects, and 18 efficacies. Through the SYSTCM platform, (1) Total 100 components were predicted from TCMs with anti-inflammatory pharmacological effects. (2) The pharmacological effects of complete constituents were predicted from Coptidis Rhizoma (Huang Lian). (3) The principal components, pharmacological effects, and efficacies were elucidated from Salviae Miltiorrhizae radix et rhizome (Dan Shen). SYSTCM addresses subjectivity in pharmacological effect determination, offering a potential avenue for advancing TCM drug development and clinical applications. Access SYSTCM at http://systcm.cn.


Assuntos
Medicamentos de Ervas Chinesas , Medicina Tradicional Chinesa , Medicamentos de Ervas Chinesas/química , Medicamentos de Ervas Chinesas/uso terapêutico , Medicamentos de Ervas Chinesas/farmacologia , Humanos , Máquina de Vetores de Suporte , Internet
20.
Food Nutr Res ; 682024.
Artigo em Inglês | MEDLINE | ID: mdl-38974913

RESUMO

Citri Grandis Exocarpium (Huajuhong, CGE) is the peel of the unripe fruits of Citrus grandis 'Tomentosa' and Citrus grandis (L.) Osbeck, which is commonly used in the clinic for the treatment of cough and indigestion. The pharmacological mechanism of CGE is unclear. In this study, the pharmacological effect of CGE was predicted by System Traditional Chinese Medicine (SYSTCM), which integrated the pharmacological effect prediction approach by artificial intelligence into the systemic traditional Chinese medicine (TCM) platform. The main pharmacological effect of CGE was antiallergy, promoting bile, blood lipid regulation, cardiotonics, diuresis, and antiarrhythmia by prediction of SYSTCM. In vitro cell experiments were carried out to identify the antiallergic effect of CGE. Extracts of Citri Grandis Exocarpium (ECGE) inhibited lipopolysaccharide-induced cell injury and nitric oxide release in RAW264.7 cells. ECGE and naringin-inhibited immunoglobulin E-induced cell degranulation in RBL-2H3 cells. Target profiling, protein interaction network, and molecular docking of compounds from CGE indicated that mitogen-activated protein kinase 14 (MAPK14) and matrix metalloprotease 9 (MMP9) were key potential targets of CGE with antiallergic activity. This study identified and validated the antiallergic effect of CGE by combining SYSTCM, cell experiments, and virtual screening, which provided a new paradigm and approach for studying the pharmacological effect and mechanism of TCM.

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