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1.
Front Med (Lausanne) ; 9: 829304, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35510250

RESUMO

The vitamin K antagonist is a commonly prescribed effective oral anticoagulant with a narrow therapeutic range, and the dose requirements for different patients varied greatly. In recent years, studies on human intestinal microbiome have provided many valuable insights into disease development and drug reactions. A lot of studies indicated the potential relationship between microbiome and the vitamin K antagonist. Vitamin K is absorbed by the gut, and the intestinal bacteria are a major source of vitamin K in human body. A combined use of the vitamin K antagonist and antibiotics may result in an increase in INR, thus elevating the risk of bleeding, while vitamin K supplementation can improve stability of anticoagulation for oral vitamin K antagonist treatment. Recently, how intestinal bacteria affect the response of the vitamin K antagonist remains unclear. In this review, we reviewed the research, focusing on the physiology of vitamin K in the anticoagulation treatment, and investigated the potential pathways of intestinal bacteria affecting the reaction of the vitamin K antagonist.

2.
Chin J Nat Med ; 19(12): 921-929, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34961590

RESUMO

This work was aimed to establish a quality control method for evaluating the effects on glucose and lipids of the fruiting body of Isaria cicadae Miquel from strain Ic-17-7 (Ic-17-7fb) using a rat model of type 2 diabetes (T2DM). Random amplified polymorphic DNA, sequence-characterized amplified region, and high-performance liquid chromatography (HPLC) were used for the quality control of Ic-17-7fb. The pharmacological effects on streptozocin (STZ)-induced high fat diet (HFD)-fed Albino Wistar rats were evaluated. The rats underwent the following treatments: control, metformin, Ic-17-7fb (0.166 and 0.5 g·kg-1) or without treatment. The fasting blood glucose (FBG), blood glucose, total cholesterol (TC), triglyceride (TG), high-density lipoprotein (HDL-c), and low-density lipoprotein (LDL-c) were measured. Ic-17-7fb amplified a single specific band by S11-2-F3 and S11-2-R3 primers. An HPLC-based quality and quantity method was established for industrial application. The contents of adenosine and N6-(2-hydroxyethyl) adenosine (HEA) of the cultivated Ic-17-7fb were analyzed. All of the validation lots of cultured Ic-17-7fb passed the quantity control of the training set (0.90 mg·g-1 of adenosine and 0.89 mg·g-1 of HEA). After two weeks of administration, the average FBG was 4.89 ± 0.42 (control), 26.10 ± 5.77 (model), 23.63 ± 6.15 (metformin), 17.96 ± 9.36 (Ic-17-7fb for 0.166 g·kg-1), and 19.69 ± 8.71 mmol·L-1 (Ic-17-7fb for 0.5 g·kg-1). The FBG of Ic-17-7fb (0.166 g·kg-1) treatment significantly reduced by 31.19%, compared with the model after two weeks of administration (P < 0.01). Metformin, Ic-17-7fb (0.166 g·kg -1), and Ic-17-7fb (0.5 g·kg-1) reduced TC, TG, HDL-c, and LDL-c compared with the T2DM model treatment at the 6th week of treatment (P < 0.05). This study established the first quality standard for Ic-17-7fb, which can be effectively applied in the treatment of T2DM. The reliable quality control method and pharmacological effect will broaden its application space.


Assuntos
Diabetes Mellitus Tipo 2 , Metformina , Animais , Glicemia , Cordyceps , Diabetes Mellitus Tipo 2/tratamento farmacológico , Controle de Qualidade , Ratos , Ratos Wistar
3.
Pharmacol Ther ; 226: 107861, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-33901506

RESUMO

Adequate food intake and relative abundance of dietary nutrients have undisputed effects on the brain function. There is now substantial evidence that dietary nutrition aids in the prevention and remediation of neurologic symptoms in diverse pathological conditions. The newly described influences of dietary factors on the alterations of mitochondrial dysfunction, epigenetic modification and neuroinflammation are important mechanisms that are responsible for the action of nutrients on the brain health. In this review, we discuss the state of evidence supporting that distinct dietary interventions including dietary supplement and dietary restriction have the ability to tackle neurological disorders using Alzheimer's disease, Parkinson's disease, stroke, epilepsy, traumatic brain injury, amyotrophic lateral sclerosis, Huntington's disease and multiple sclerosis as examples. Additionally, it is also highlighting that diverse potential mechanisms such as metabolic control, epigenetic modification, neuroinflammation and gut-brain axis are of utmost importance for nutrient supply to the risk of neurologic condition and therapeutic response. Finally, we also highlight the novel concept that dietary nutrient intervention reshapes metabolism-epigenetics-immunity cycle to remediate brain dysfunction. Targeting metabolism-epigenetics-immunity network will delineate a new blueprint for combating neurological weaknesses.


Assuntos
Doenças do Sistema Nervoso , Prática Clínica Baseada em Evidências , Previsões , Humanos , Doenças do Sistema Nervoso/dietoterapia
4.
Chin J Nat Med ; 18(7): 500-507, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-32616190

RESUMO

Gut microbiota dysbiosis is a risk factor for colorectal cancer (CRC) in inflammatory bowel disease (IBD). In this study, the effects of Panax notoginseng saponins (PNS) on colitis-associated CRC progression were evaluated on an azoxymethane (AOM)/dextran sulfate sodium (DSS) mouse model. In vivo, PNS significantly relieved AOM/DSS-induced colon tumorigenesis and development by reducing the disease activity index (DAI) scores and colon tumor load. The 16S rRNA data of fecal samples showed that the microbiome community was obviously destructed, while PNS could recover the richness and diversity of gut microbiota. Especially, PNS could increase the abundance of Akkermansia spp. which was significantly decreased in model group and negatively correlated with the progression of CRC. Moreover, ginsenoside compound K (GC-K) was evaluated on the effects of human CRC cells, which was the main bio-transformed metabolite of PNS by gut microbiota. Our data showed that PNS played important role in the prevention of the progression of CRC, due to their regulation on the microbiome balance and microbial bio-converted product with anti-CRC activity.


Assuntos
Neoplasias Associadas a Colite/tratamento farmacológico , Neoplasias Colorretais/tratamento farmacológico , Microbioma Gastrointestinal/efeitos dos fármacos , Panax notoginseng , Saponinas/farmacologia , Animais , Modelos Animais de Doenças , Fezes/química , Masculino , Camundongos , RNA Ribossômico 16S/metabolismo
5.
Biomed Chromatogr ; 33(9): e4563, 2019 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-31025385

RESUMO

Astragali Radix (AR) is a widely used traditional Chinese medicine for healing the cardiovascular, liver and immune systems. Recently, superfine pulverizing technology has been applied to developing novel formulations to improve bioavailability of the active constituents in herbs, such as ultrafine granular powder of AR. In this study, a universal and sensitive quantitative method based on LC-MS/MS was employed for determining formononetin, the main flavonoid in AR, in human plasma for comparative pharmacokinetics of three oral formulations of AR. Formononetin and IS (quercetin) were extracted by ethyl acetate from human plasma and were separated on a C18 column with a mobile phase consisting of acetonitrile and 0.1% formic acid. Positive-ion electrospray-ionization mode was applied in mass spectrometric detection. The quantitative method was validated with regards to selectivity, linearity, accuracy and precision, matrix effect, extraction recovery and stability, and was applied to comparing the pharmacokinetics of ultrafine granular powder (UGP), ultrafine powder (UP) and traditional decoction pieces (TDP) of AR after oral administration. The peak concentration and areas under the concentration-time curve of formononetin in UGP and UP were significantly higher than those of TDP. UGP and UP could significantly improve the bioavailability of AR in human compared with TDP after oral administration.


Assuntos
Cromatografia Líquida de Alta Pressão/métodos , Medicamentos de Ervas Chinesas/farmacocinética , Isoflavonas/sangue , Isoflavonas/farmacocinética , Espectrometria de Massas em Tandem/métodos , Adolescente , Adulto , Astragalus propinquus , Estabilidade de Medicamentos , Medicamentos de Ervas Chinesas/administração & dosagem , Medicamentos de Ervas Chinesas/química , Humanos , Isoflavonas/química , Limite de Detecção , Modelos Lineares , Masculino , Reprodutibilidade dos Testes , Adulto Jovem
6.
Chin J Nat Med ; 17(3): 231-240, 2019 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-30910060

RESUMO

Panax notoginseng saponins (PNS) are the major components of Panax notoginseng, with multiple pharmacological activities but poor oral bioavailability. PNS could be metabolized by gut microbiota in vitro, while the exact role of gut microbiota of PNS metabolism in vivo remains poorly understood. In this study, pseudo germ-free rat models were constructed by using broad-spectrum antibiotics to validate the gut microbiota-mediated transformation of PNS in vivo. Moreover, a high performance liquid chromatography-electrospray ionization tandem mass spectrometry (HPLC-ESI-MS/MS) was developed for quantitative analysis of four metabolites of PNS, including ginsenoside F1 (GF1), ginsenoside Rh2 (GRh2), ginsenoside compound K (GCK) and protopanaxatriol (PPT). The results showed that the four metabolites could be detected in the control rat plasma, while they could not be determined in pseudo germ-free rat plasma. The results implied that PNS could not be biotransformed effectively when gut microbiota was disrupted. In conclusion, gut microbiota plays an important role in biotransformation of PNS into metabolites in vivo.


Assuntos
Microbioma Gastrointestinal/fisiologia , Panax notoginseng/química , Saponinas/metabolismo , Animais , Antibacterianos/farmacologia , Biotransformação , Cromatografia Líquida de Alta Pressão , Fezes/microbiologia , Microbioma Gastrointestinal/efeitos dos fármacos , Ginsenosídeos/sangue , Masculino , Ratos Sprague-Dawley , Sapogeninas/sangue , Saponinas/administração & dosagem , Espectrometria de Massas em Tandem
7.
Nutr Cancer ; 71(3): 472-482, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30372160

RESUMO

Although irinotecan is an important anticancer drug for treating colorectal cancer, its dose-dependent side effects limited its clinical application. Thus, it's important to develop low-toxic candidates to enhance the efficacy of irinotecan. Polyynes from genus Oplopanax were reported to possess potential anticancer effects on colorectal cancer. Hereby, we evaluated the synergetic inhibition of human colorectal cancer cells by combining polyyne-enriched fraction from Oplopanax elatus (the dichloromethane fraction of Oplopanax elatus, OED) and irinotecan. The results showed that 5 µg/ml of OED combined with 40 µM of irinotecan possessed significant synergetic inhibition on SW-480 cells with a combination index (CI) of 0.56. Besides, the percentage of apoptotic cells was significantly increased from 69.57% (40 µM of irinotecan) or 72.7% (5 µg/ml of OED) to 95.6% after treatment of OED combined with irinotecan (OCI), suggesting OED and irinotecan possess the synergistic apoptotic effect (P < 0.01). Furthermore, Caspase-3 was significantly activated in OCI group (P < 0.05). Besides, the percentage of apoptotic cells of OED or/and irinotecan significantly decreased after inhibition of caspase-3. These data indicated that OED could enhance antiproliferative effects of irinotecan on colorectal cancer cells, which was related with induction of apoptosis and regulations of activity of caspase-3.


Assuntos
Antineoplásicos Fitogênicos/administração & dosagem , Neoplasias Colorretais/patologia , Irinotecano/administração & dosagem , Oplopanax/química , Extratos Vegetais/administração & dosagem , Poli-Inos/administração & dosagem , Apoptose/efeitos dos fármacos , Caspase 3/efeitos dos fármacos , Caspase 3/metabolismo , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Neoplasias Colorretais/tratamento farmacológico , Sinergismo Farmacológico , Células HCT116 , Humanos , Casca de Planta/química , Extratos Vegetais/química , Poli-Inos/análise
8.
J Pharm Biomed Anal ; 150: 199-207, 2018 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-29245089

RESUMO

Saponins such as notoginsenosides and ginsenosides from Panax notoginseng are responsible for the herb's clinical applications. Unfortunately, there is poor oral bioavailability of saponins. However, gut microbiota can transform saponins to yield the metabolites that are potential bioactive substances. In this study, we aimed to characterize the metabolic profiles of P. notoginseng saponins (PNS) by incubating them with human gut microbiota. The notoginsenosides, ginsenosides and related metabolites were separated and identified using a highly sensitive and selective high-performance liquid chromatography coupled with diode array detection/quadrupole tandem time-of-flight mass spectrometry (HPLC-DAD-Q-TOF-MS/MS). The results showed that the most abundant metabolites, ginsenoside F1, protopanaxatriol (PPT), ginsenoside Rh2, ginsenoside compound K (GCK) and protopanaxadiol (PPD), were reported to possess stronger related pharmacological activities when compared with parent ginsenosides. These metabolites were identified among a total of 45 other metabolites. Furthermore, it was elucidated that deglycosylation is the main metabolic pathway which saponins are split off from glycosyl moieties by the enzymes secreted from gut microbiota. The gut microbiota may play a significant role in mediating the bioactivities of PNS.


Assuntos
Bactérias/enzimologia , Cromatografia Líquida de Alta Pressão , Microbioma Gastrointestinal , Intestinos/microbiologia , Metabolômica/métodos , Extratos Vegetais/metabolismo , Saponinas/metabolismo , Espectrometria de Massas em Tandem , Biotransformação , Dieta Ocidental , Fezes/microbiologia , Humanos , Masculino , Panax notoginseng/química , Extratos Vegetais/isolamento & purificação , Saponinas/isolamento & purificação
9.
Pharmacol Ther ; 183: 137-151, 2018 03.
Artigo em Inglês | MEDLINE | ID: mdl-29055715

RESUMO

Diet sources are closely involved in the pathogenesis of diverse neuropsychiatric disorders and cancers, in addition to inherited factors. Currently, natural products or nutraceuticals (commonly called medical foods) are increasingly employed for adjunctive therapy of these patients. However, the potential molecular mechanisms of the nutrient efficacy remain elusive. In this review, we summarized the neuroprotective and anti-cancer mechanisms of nutraceuticals. It was concluded that the nutraceuticals exerted neuroprotection and suppressed tumor growth possibly through the differential modulations of redox homeostasis. In addition, the balance between reactive oxygen species (ROS) production and ROS elimination was manipulated by multiple molecular mechanisms, including cell signaling pathways, inflammation, transcriptional regulation and epigenetic modulation, which were involved in the therapeutic potential of nutraceutical antioxidants against neurological diseases and cancers. We specifically proposed that ROS scavenging was integral in the neuroprotective potential of nutraceuticals, while alternation of ROS level (either increase or decrease) or disruption of redox homeostasis (ROS addiction) constituted the anti-cancer property of these compounds. We also hypothesized that ROS-associated ferroptosis, a novel type of lipid ROS-dependent regulatory cell death, was likely to be a critical mechanism for the nutraceutical antioxidants. Targeting ferroptosis is advantageous to develop new nutraceuticals with more effective and lower adverse reactions for curing patients with neuropsychiatric diseases or carcinomas.


Assuntos
Antineoplásicos , Antioxidantes , Suplementos Nutricionais , Fármacos Neuroprotetores , Animais , Suplementos Nutricionais/classificação , Humanos , Neoplasias/terapia , Espécies Reativas de Oxigênio/metabolismo
10.
Environ Toxicol Pharmacol ; 50: 234-239, 2017 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-28199906

RESUMO

Eucommia ulmoides is an important traditional Chinese medicine and has been used as a tonic with a long history. Aucubin is an active component extracted from Eucommia ulmoides, which has liver-protection effects. However the mechanisms are still unclear. To investigate the inhibitory effects and the underlying mechanisms of aucubin on TGF-ß1-induced activation of hepatic stellate cells and ECM deposition, Human hepatic stellate cells (LX-2 cells) were incubated with TGF-ß1 to evaluate the anti-fibrotic effect of aucubin. Western blot was used to investigate the expression of α-SMA, Col I, Col III, MMP-2 and TIMP-1. ROS production was monitored using DCFH-DA probe, and NOX4 expression was detected by Real-time PCR. Results indicated that TGF-ß1 stimulated the activation and ECM deposition of LX-2 cells. Compared with the control group, aucubin and aucubigenin both reduced the protein expression of α-SMA, Col I, Col III and MMP-2 in LX-2 cells. Aucubin and aucubigenin also suppressed the generation of ROS and down-regulated the NOX4 mRNA expression. Taken together, aucubin and aucubigenin both inhibit the activation and ECM deposition of LX-2 cells activated by TGF-ß1. Aucubin and aucubigenin are potential therapeutic candidate drugs for liver fibrosis.


Assuntos
Células Estreladas do Fígado/efeitos dos fármacos , Glucosídeos Iridoides/farmacologia , Fator de Crescimento Transformador beta1/farmacologia , Linhagem Celular , Proliferação de Células/efeitos dos fármacos , Sobrevivência Celular/efeitos dos fármacos , Matriz Extracelular/efeitos dos fármacos , Regulação da Expressão Gênica/efeitos dos fármacos , Células Estreladas do Fígado/citologia , Células Estreladas do Fígado/metabolismo , Humanos , NADPH Oxidase 4 , NADPH Oxidases/genética , Piranos/farmacologia , Espécies Reativas de Oxigênio/metabolismo , Transdução de Sinais/efeitos dos fármacos
11.
J Sep Sci ; 39(22): 4269-4280, 2016 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-27624907

RESUMO

The root of Oplopanax elatus (Nakai) Nakai has a well-known history of use for the treatment of diseases such as neurasthenia, cardiovascular disorders, and cancer by the native people in northeast China. It is important to screen and identify the bioactive molecules from its root rapidly. Hereby, an off-line two-dimensional high performance liquid chromatography coupled with diode array detection and tandem time-of-flight mass spectrometry together with 2,2'-diphenyl-1-picrylhydrazyl was established to screen antioxidants from the root of O. elatus. A Waters cyanogen column (150 × 3.9 mm, id, 4 µm) was used for the first dimensional liquid chromatography, while a Hypersil BDS-C18 column (250 × 4.6 mm, id, 5 µm) was installed for the second dimension liquid chromatographic analysis. Twenty-eight compounds had been tentatively identified from the methanol extract of the air-dried root of O. elatus including six polyynes and eight phenolic derivatives were screened with antioxidant activity. The developed method could be expedient for screening and identifying antioxidants from O. elatus.


Assuntos
Antioxidantes/análise , Medicamentos de Ervas Chinesas/análise , Oplopanax/química , Raízes de Plantas/química , Compostos de Bifenilo , Cromatografia Líquida de Alta Pressão , Picratos , Espectrometria de Massas em Tandem
12.
Int J Environ Res Public Health ; 13(1): 84, 2015 Dec 25.
Artigo em Inglês | MEDLINE | ID: mdl-26712778

RESUMO

Glycyrrhetinic acid (GA) has been used clinically in the treatment of patients with chronic hepatitis. This study evaluated the effect of GA on the activity of five P450(CYP450) cytochrome enzymes: CYP2A6, CYP2C9, CYP2C19, CYP2D6, and CYP3A4, in human liver microsomes (HLMs) and recombinant cDNA-expressed enzyme systems using a HPLC-MS/MS CYP-specific probe substrate assay. With midazolam as the probe substrate, GA greatly decreased CYP3A4 activity with IC50 values of 8.195 µM in HLMs and 7.498 µM in the recombinant cDNA-expressed CYP3A4 enzyme system, respectively. It significantly decreased CYP3A4 activity in a dose- but not time-dependent manner. Results from Lineweaver-Burk plots showed that GA could inhibit CYP3A4 activity competitively, with a Ki value of 1.57 µM in HLMs. Moreover, CYP2C9 and CYP2C19 could also be inhibited significantly by GA with IC50 of 42.89 and 40.26 µM in HLMs, respectively. Other CYP450 isoforms were not markedly affected by GA. The inhibition was also confirmed by an in vivo study of mice. In addition, it was observed that mRNA expressions of the Cyps2c and 3a family decreased significantly in the livers of mice treated with GA. In conclusion, this study indicates that GA may exert herb-drug interactions by competitively inhibiting CYP3A4.


Assuntos
Células Cultivadas/efeitos dos fármacos , Citocromo P-450 CYP3A/efeitos dos fármacos , Inibidores Enzimáticos/metabolismo , Ácido Glicirretínico/metabolismo , Hepatite Crônica/tratamento farmacológico , Microssomos Hepáticos/metabolismo , Extratos Vegetais/metabolismo , Animais , Ácido Glicirretínico/uso terapêutico , Interações Ervas-Drogas , Humanos , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Extratos Vegetais/uso terapêutico , Espectrometria de Massas em Tandem
13.
Mol Med Rep ; 12(4): 6377-83, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26300488

RESUMO

Baicalin is an important active component of the medicinal herb Scutellaria baicalensis Georgi and has shown a variety of pharmacological actions. The present study aimed to evaluate the neuroprotective effects of baicalin against diabetes­associated cognitive deficits (DACD) in rats and to elucidate the potential molecular mechanisms of action. A rat model of diabetes mellitus was prepared by intraperitoneal injection of streptozotocin. After the successful establishment of the diabetic rat model, baicalin (50, 100 and 200 mg/kg) or vehicle was administrated for seven weeks. Learning and memory function were assessed using the Morris water maze test. At the end of the experiment, the activities of acetylcholinesterase (AChE) and choline acetylase (ChAT) were determined using commercial kits. Furthermore, the expression of proteins involved in mitogen­activated protein kinase (MAPK) cascades [extracellular signal­regulated kinase (ERK), c­Jun N­terminal kinase (JNK) and p38], brain­derived neurotrophic factor (BDNF) and apoptosis­associated proteins [caspase­3, B-cell lymphoma 2 (Bcl­2) and Bcl-2-associated X protein (Bax)] were detected by western blot analysis. Caspase­3 activity was also analyzed using a commercial kit. The results demonstrated that diabetic rats exhibited decreases in body weight, decreases in the percentage of time spent in the target quadrant and the number of times of crossing the platform in the water maze test, as well as decreases in neuronal survival, ChAT, phosphorylated (p)ERK, BDNF and Bcl­2. Furthermore, diabetic rats showed increases in escape latency and mean path length in the water maze test, increases in the levels of hippocampal AChE, p­JNK, p­p38, caspase­3 and Bax as well as plasma glucose. However, in diabetic rats treated with baicalin, all of the abovementioned observations were obviously reversed. The findings suggested that baicalin exerts neuroprotective effects against DACD via modulation of MAPK cascades, BDNF and apoptosis.


Assuntos
Apoptose/efeitos dos fármacos , Fator Neurotrófico Derivado do Encéfalo/metabolismo , Transtornos Cognitivos/tratamento farmacológico , Flavonoides/farmacologia , Proteínas Quinases Ativadas por Mitógeno/metabolismo , Acetilcolinesterase/metabolismo , Animais , Glicemia/metabolismo , Caspase 3/metabolismo , Colina O-Acetiltransferase/metabolismo , Diabetes Mellitus Experimental/induzido quimicamente , Diabetes Mellitus Experimental/tratamento farmacológico , MAP Quinases Reguladas por Sinal Extracelular/metabolismo , Hipocampo/efeitos dos fármacos , Hipocampo/metabolismo , Proteínas Quinases JNK Ativadas por Mitógeno/metabolismo , Masculino , Aprendizagem em Labirinto/efeitos dos fármacos , Memória/efeitos dos fármacos , Fármacos Neuroprotetores/farmacologia , Ratos , Ratos Wistar , Estreptozocina , Proteína X Associada a bcl-2/metabolismo
14.
PLoS One ; 10(8): e0135784, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26305568

RESUMO

OBJECTIVE: Multiple linear regression (MLR) and machine learning techniques in pharmacogenetic algorithm-based warfarin dosing have been reported. However, performances of these algorithms in racially diverse group have never been objectively evaluated and compared. In this literature-based study, we compared the performances of eight machine learning techniques with those of MLR in a large, racially-diverse cohort. METHODS: MLR, artificial neural network (ANN), regression tree (RT), multivariate adaptive regression splines (MARS), boosted regression tree (BRT), support vector regression (SVR), random forest regression (RFR), lasso regression (LAR) and Bayesian additive regression trees (BART) were applied in warfarin dose algorithms in a cohort from the International Warfarin Pharmacogenetics Consortium database. Covariates obtained by stepwise regression from 80% of randomly selected patients were used to develop algorithms. To compare the performances of these algorithms, the mean percentage of patients whose predicted dose fell within 20% of the actual dose (mean percentage within 20%) and the mean absolute error (MAE) were calculated in the remaining 20% of patients. The performances of these techniques in different races, as well as the dose ranges of therapeutic warfarin were compared. Robust results were obtained after 100 rounds of resampling. RESULTS: BART, MARS and SVR were statistically indistinguishable and significantly out performed all the other approaches in the whole cohort (MAE: 8.84-8.96 mg/week, mean percentage within 20%: 45.88%-46.35%). In the White population, MARS and BART showed higher mean percentage within 20% and lower mean MAE than those of MLR (all p values < 0.05). In the Asian population, SVR, BART, MARS and LAR performed the same as MLR. MLR and LAR optimally performed among the Black population. When patients were grouped in terms of warfarin dose range, all machine learning techniques except ANN and LAR showed significantly higher mean percentage within 20%, and lower MAE (all p values < 0.05) than MLR in the low- and high- dose ranges. CONCLUSION: Overall, machine learning-based techniques, BART, MARS and SVR performed superior than MLR in warfarin pharmacogenetic dosing. Differences of algorithms' performances exist among the races. Moreover, machine learning-based algorithms tended to perform better in the low- and high- dose ranges than MLR.


Assuntos
Algoritmos , Bases de Dados como Assunto , Internacionalidade , Modelos Estatísticos , Grupos Raciais , Varfarina/administração & dosagem , Varfarina/farmacocinética , Estudos de Coortes , Relação Dose-Resposta a Droga , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes
15.
Artigo em Inglês | MEDLINE | ID: mdl-26170892

RESUMO

Cortex Eucommiae (Du-zhong) is the dried bark of the Eucommia ulmoides Oliv. The natural products identified from Du-zhong include lignans, iridoids, flavonoids, polysaccharides, terpenes, and proteins, Liu et al. (2012). Lignans, the main bioactive components, were protective against hypertensive renal injury in spontaneous hypertensive rats in our previous study, Li et al. (2012). Moreover, Eucommia lignans also diminished aldose reductase (AR) overexpression in the kidney, Li et al. (2012). However, the pathological mechanism underlying the protective effects of Eucommia lignans remains unknown. Cellular proliferation was reported to contribute to important pathological changes in hypertensive renal injuries, and increased angiotensin II (Ang II) expression was reported to be essential for target-organ damage during hypertension. Ang II is the main effective peptide in the renin-angiotensin system and is considered to be a key mediator in the development of hypertensive nephropathy, Rüster and Wolf (2011). Our preliminary results showed that Eucommia lignans had inhibitory effects on Ang II-induced proliferation of rat mesangial cells. In the present study, we investigated the effects of Eucommia ulmoides on Ang II-induced proliferation and apoptosis of rat mesangial cells. Cell cycle-related genes P21 and P27, and cell apoptosis-related genes Bax and Bcl-2, were determined.

16.
Pharmazie ; 70(1): 29-32, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25975095

RESUMO

Organic anion transporting polypeptide 1B1 (OATP1B1) is the most important transporter in the organic anion transporting polypeptide family. OATP1B1 plays an important role in the hepatic uptake of many endogenous compounds and xenobiotics, including many clinical drugs. At present, the combinational usage of Chinese traditional herbal medicines and conventional chemical pharmaceuticals may affect the activity of enzymes and transporters activity and cause absorption of their substrates and metabolic changes. In this study, we aimed to investigate the effect of schisandrin A, schisandrin B and tanshinone IIA, which were extracted from medicinal plants, on OATP1B1 activity. HepG2 cells are used as in vitro models for OATP1B1 activity studies. A combination of 3-(4, 5-dimethylthiazol-2-yl)-2, 5-diphenyl-tertazolium bromide (MTT) assays, real-time RT-PCR, and transporter activity analysis were employed. We found that schisandrin A and B increased OATP1B1 mRNA levels by 1.81-fold (p < 0.01) and 1.87-fold (p < 0.01) at concentration of 10 µM, respectively. Schisandrin A of 1 µM and 10 µM and schisandrin B of 10 µM significantly increased the uptake of [3H] estrone-3-sulfate (p < 0.05 or p < 0.01). Tanshinone IIA had no effect on the mRNA expression and transport activity of OATP1B1 at nontoxic concentrations. Our study suggests that schisandrin A and B induced OATP1B1 expression and increased its transporter activity in HepG2 cells.


Assuntos
Ciclo-Octanos/farmacologia , Lignanas/farmacologia , Transportadores de Ânions Orgânicos/biossíntese , Compostos Policíclicos/farmacologia , Abietanos/farmacologia , Linhagem Celular Tumoral , Estrona/análogos & derivados , Estrona/farmacologia , Humanos , Transportador 1 de Ânion Orgânico Específico do Fígado , Transportadores de Ânions Orgânicos/genética , Plantas Medicinais/química , RNA Mensageiro/biossíntese , RNA Mensageiro/genética
17.
J Ethnopharmacol ; 168: 146-9, 2015 Jun 20.
Artigo em Inglês | MEDLINE | ID: mdl-25858508

RESUMO

ETHNOPHARMACOLOGICAL RELEVANCE: Alantolactone (AL), one of the main active ingredients in Inula helenium L., has been included in various prescriptions of traditional Chinese medicine. The effects of AL on cytochrome P450 (CYP450) were still unclear. This study evaluated the inhibitory effect of AL on cytochrome P450s in vitro and in vivo. MATERIALS AND METHODS: The inhibitory effects of AL on the CYPs activity were evaluated in human liver microsomes (HLMs) and recombinant cDNA-expressed enzymes incubation system, and then determined by LC-MS/MS based CYPs probe substrate assay. C57BL/6 mice were treated AL orally (0, 25, 50, 100 mg/kg) for 15 days. The inhibitory effects of AL on major Cyps in mice were examined at both the mRNA and enzyme activity levels. RESULTS: AL showed a potent inhibitory effect on CYP3A4 activity with IC50 values of 3.599 (HLMs) and 3.90 (recombinant CYP3A4) µM, respectively. AL strongly decreased CYP3A4 activity in a dose-dependent but not time-dependent way in HLMs. Results from typical Lineweaver-Burk plots showed that AL could inhibit CYP3A4 activity noncompetitively, with a Ki value of 1.09 µM in HLMs. Moreover, activity of CYP2C19 could also be inhibited by AL with IC50 of 36.82 µM. Other CYP450 isoforms were not markedly affected by AL. The inhibition was also validated by in vivo study of mice. AL significantly decreased mRNA expression of Cyp2c and 3a family. CONCLUSION: The study indicates that herb-drug interaction should be paid more attention between AL and drugs metabolized by CYP3A4.


Assuntos
Inibidores das Enzimas do Citocromo P-450/farmacologia , Sistema Enzimático do Citocromo P-450/metabolismo , Lactonas/farmacologia , Sesquiterpenos de Eudesmano/farmacologia , Animais , Sistema Enzimático do Citocromo P-450/genética , Humanos , Fígado/efeitos dos fármacos , Fígado/enzimologia , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Microssomos Hepáticos/efeitos dos fármacos , Microssomos Hepáticos/enzimologia
18.
Artigo em Inglês | MEDLINE | ID: mdl-25821484

RESUMO

The worldwide using of herb products and the increasing potential herb-drug interaction issue has raised enthusiasm on discovering the underlying mechanisms. Previous review indicated that the interactions may be mediated by metabolism enzymes and transporters in pharmacokinetic pathways. On the other hand, an increasing number of studies found that genetic variations showed some influence on herb-drug interaction effects whereas these genetic factors did not draw much attention in history. We highlight that pharmacogenomics may involve the pharmacokinetic or pharmacodynamic pathways to affect herb-drug interaction. We are here to make an updated review focused on some common herb-drug interactions in association with genetic variations, with the aim to help safe use of herbal medicines in different individuals in the clinic.

19.
Zhongguo Zhong Yao Za Zhi ; 39(10): 1852-7, 2014 May.
Artigo em Chinês | MEDLINE | ID: mdl-25282894

RESUMO

The chemical constituents were isolated and purified by various chromatographic techniques indluding silica gel, reverse phase silica gel, sephadex LH-20 and pre-HPLC and identified by their physicochemical properties and spectral data. Sixteen phenolic compounds had been isolated and n-butanol extracts which were fractionated from the ethanol extract of Oplopanax horridus roots bark. Their structures were identified as below, including 7 phenylpropanoid compounds, ferulic acid (1), 3-acetylcaffeic acid (2), caffeic acid (3), homovanillyl alcohol 4-O-beta-D-glucopyranoside (4), 3-hydroxyphenethyl alcohol 4-O-beta-D-glucopyranoside (5), 3, 5-dimethoxycinnamyl alcohol 4-O-beta-D-glucopyranoside (6), and 3-dimethoxycinnamyl alcohol 4-O-beta-D-glucopyranoside (7). Three coumarins, scopoletin (8), esculetin (9) and 3'-angeloyl-4'-acetyl-cis-knellactone (10). And 6 lignan compounds, (+)-isolaricires-inol-9'-O-beta-D-glucopyranoside (11), 3, 3'-dimethoxy-4, 9, 9'-trihydroxy-4', 7-epoxy-5', 8-lignan-4, 9-bis-O-beta-D-glucopyranoside (12), (+)-5, 5'-dimethoxylariciresinol 4'-O-beta-D-glucopyranoside (13), (-)-5,5'-dimethoxylariciresinol 4'-O-beta-D-glucopyranoside (14), (-)-pinoresinol 4'-O-beta-D-glucopyranoside (15), and (+)-5, 5'-dimethoxylariciresinol 9'-O-beta-D-glucopyranoside (16). All compounds were isolated and identified for the first time from this plant All the constituents except compounds 4, 6, 12 and 13 were obtained for the first time from the genus Oplopanax.


Assuntos
Medicamentos de Ervas Chinesas/química , Oplopanax/química , Fenóis/química , Medicamentos de Ervas Chinesas/isolamento & purificação , Espectroscopia de Ressonância Magnética , Estrutura Molecular , Fenóis/isolamento & purificação , Espectrometria de Massas por Ionização por Electrospray
20.
Pharmazie ; 69(7): 532-6, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-25073399

RESUMO

The pregnane X receptor (PXR) is a key regulator of CYP3A4, which is involved in catalyzing the metabolic conversion of a number of endogenous substrates. In this study, we screened 22 compounds isolated from traditional Chinese herbal medicines using luciferase reporter gene assays for inspecting their capabilities in inducing PXR-mediated transactivation of CYP3A4 expression. In addition, the mRNA and protein expressions of CYP3A4 and PXR as well as the enzymatic activites of CYP3A4 were analyzed by real-time PCR, Western blot analysis and UPLC-MS/MS-based metabolite assay in LS174T cells. Huperzine A, ligustrazine and oridonin were identified to be the inducers of CYP3A4. These compounds induced the CYP3A4 reporter luciferase activity, and up-regulated CYP3A4 mRNA and protein levels significantly. Besides, huperzine A, ligustrazine and oridonin significantly up-regulated enzymatic activities of CYP3A4. However, the three compounds showed no effects on PXR mRNA and protein expression. To our knowledge, it is the first identification of these three compounds as PXR activators to induce CYP3A4. These results indicate that huperzine A, ligustrazine and oridonin induced CYP3A4 expression and activation via PXR dependent pathways, and might contribute to drug-drug interactions.


Assuntos
Alcaloides/farmacologia , Antineoplásicos Fitogênicos/farmacologia , Inibidores da Colinesterase/farmacologia , Citocromo P-450 CYP3A/biossíntese , Diterpenos do Tipo Caurano/farmacologia , Pirazinas/farmacologia , Receptores de Esteroides/efeitos dos fármacos , Sesquiterpenos/farmacologia , Western Blotting , Linhagem Celular , Cromatografia Líquida de Alta Pressão , Indução Enzimática/efeitos dos fármacos , Genes Reporter/genética , Humanos , Plasmídeos/genética , Receptor de Pregnano X , RNA Mensageiro/biossíntese , RNA Mensageiro/genética , Reação em Cadeia da Polimerase em Tempo Real , Transdução de Sinais/efeitos dos fármacos , Transfecção
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