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1.
Phytomedicine ; 115: 154807, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37121057

ABSTRACT

BACKGROUND: Muscle wasting increases morbidity and mortality and is related to chronic kidney disease (CKD) and dialysis. It is still unclear whether ferroptosis occurs during this progression and whether it is a potential intervention target for the treatment of CKD-related muscle injury. PURPOSE: The objective is to identify potential compounds for treating ferroptosis and muscle wasting and explore the potential mechanisms in vivo/in vitro. METHODS: Initially, we explored whether ferroptosis is present in the skeletal muscle of 5/6 nephrectomized (NPM) mice via RNA-Seq analysis, TUNEL staining, Oil red O staining, MDA/GSH/GSSG level detection and real-time quantitative PCR (qPCR). Subsequently, utilizing our established molecular phenotyping strategy, we screened potential traditional Chinese herb-derived compounds for alleviation of muscle wasting and ferroptosis. HE staining, Oil red O staining, TUNEL staining, immunofluorescence staining, MDA/GSH/GSSG level detection, Fe level detection, western blotting and qPCR were applied to assess the effects of the identified compound on muscle wasting and ferroptosis and explore the potential mechanism. Furthermore, RNA-Seq analysis, ChIP-Seq analysis and further experiments in vitro were performed to determine the role of Hedgehog signaling in the effect of Lobetyolin (LBT) on ferroptosis. RESULTS: In NPM mice, skeletal muscle dysfunction, lipogenesis, reduced GSH/GSSG ratio, decreased GSH content, increased MDA production and and higher levels of ferroptosis markers were observed. LBT treatment (30 mg/kg or 50 mg/kg) significantly alleviates skeletal muscle injury by inhibiting ferroptosis. Additionally, in an in vitro investigation, C2C12 cells exposed to Indolyl sulfate (IS) induced ferroptosis and LBT treatment (20 µM and 50 µM) protected C2C12 from such injury, consistent with the results from the in vivo analysis. Furthermore, it was found LBT increased the levels of protein involving Hedgehog signaling pathway (SMO and GLI1), and rescue analysis revealed that this pathway played a crucial role in the regulation of ferroptosis. Further experiments demonstrated that LBT upregulated a series of suppressors of ferroptosis by activating Gli1 transcription. CONCLUSION: LBT alleviates CKD-induced muscle injury by inhibiting ferroptosis through activation of the Hedgehog signaling pathway.


Subject(s)
Ferroptosis , Renal Insufficiency, Chronic , Mice , Animals , Hedgehog Proteins/metabolism , Zinc Finger Protein GLI1/metabolism , Glutathione Disulfide/therapeutic use , Muscle, Skeletal/metabolism , Renal Insufficiency, Chronic/drug therapy , Muscular Atrophy
2.
J Ethnopharmacol ; 305: 115966, 2023 Apr 06.
Article in English | MEDLINE | ID: mdl-36572325

ABSTRACT

ETHNOPHARMACOLOGICAL RELEVANCE: Acacetin is widely distributed in traditional Chinese medicine and traditional herbs, with strong biological activity. Perhaps there are many potential effects that have not been explored. In the field of drug discovery, Mainstream methods focus on chemical structure. Traditional medicine cannot adapt to the mainstream prediction methods due to its complex composition. AIM OF THE STUDY: Our aim is that provide a prediction method more suitable for traditional medicine by graph representation learning and transcriptome data. And use this method to predict acacetin. MATERIALS AND METHODS: Our method mainly consists of two parts. The first part is to use the method of graph representation learning to vectorize drugs as a database. The original data of this part comes from transcriptome data on Gene Expression Omnibus. The method of graph representation learning is an unsupervised learning. If there is no prior knowledge as the label data, the training effect cannot be analyzed. Therefore, we define a standard score to evaluate our results through the idea of Jaccard index. The second part is to put the target drug into our database. The potential similarity between drugs was evaluated by the Euclidean distance between vectors, and the potential efficacy of the target drug is predicted by combining the chemical-disease relationship data in the Comparative Toxicogenomics Database. The target drug in this paper uses acacetin. We compared the predicted results with existing reports, and we also experimentally verified the efficacy of improving insulin resistance in the predicted results. RESULTS: The prediction results are relatively consistent with the existing reports, which demonstrated that our method has a certain degree of predictive performance. And for the efficacy of improving insulin resistance in the predicted result, we verified it through experiments. CONCLUSIONS: We propose a method to predict the potential efficacy of drugs based on transcriptome data, using Graph representation learning, which is very suitable for traditional medicine. Through this method, we predicted the efficacy of acacetin, and the results are relatively consistent with the current reports. This provides a new idea for unsupervised learning to apply medical information.


Subject(s)
Insulin Resistance , Medicine, Chinese Traditional , Humans , Medicine, Chinese Traditional/methods , Transcriptome , Drug Discovery/methods
3.
Phytomedicine ; 107: 154412, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36191549

ABSTRACT

BACKGROUND: Cardiovascular diseases are the major cause of mortality in patients with advanced chronic kidney diseases. The predominant abnormality observed among this population is cardiac dysfunction secondary to myocardial remodelings, such as hypertrophy and fibrosis, emphasizing the need to develop potent therapies that maintain cardiac function in patients with end-stage renal disease. AIMS: To identify potential compounds and their targets as treatments for cardiorenal syndrome type 4 (CRS) using molecular phenotyping and in vivo/in vitro experiments. METHODS: Gene expression was assessed using bioinformatics and verified in animal experiments using 5/6 nephrectomized mice (NPM). Based on this information, a molecular phenotyping strategy was pursued to screen potential compounds. Picrosirius red staining, wheat germ agglutinin staining, Echocardiography, immunofluorescence staining, and real-time quantitative PCR (qPCR) were utilized to evaluate the effects of compounds on CRS in vivo. Furthermore, qPCR, immunofluorescence staining and flow cytometry were applied to assess the effects of these compounds on macrophages/cardiac fibroblasts/cardiomyocytes. RNA-Seq analysis was performed to locate the targets of the selected compounds. Western blotting was performed to validate the targets and mechanisms. The reversibility of these effects was tested by overexpressing Osteopontin (OPN). RESULTS: OPN expression increased more remarkably in individuals with uremia-induced cardiac dysfunction than in other cardiomyopathies. Lobetyolin (LBT) was identified in the compound screen, and it improved cardiac dysfunction and suppressed remodeling in NPM mice. Additionally, OPN modulated the effect of LBT on cardiac dysfunction in vivo and in vitro. Further experiments revealed that LBT suppressed OPN expression via the phosphorylation of c-Jun N-terminal protein kinase (JNK) signaling pathway. CONCLUSIONS: LBT improved CRS by inhibiting OPN expression through the JNK pathway. This study is the first to describe a cardioprotective effect of LBT and provides new insights into CRS drug discovery.


Subject(s)
Heart Diseases , Osteopontin , Animals , Fibrosis , Mice , Mice, Knockout , Osteopontin/genetics , Osteopontin/metabolism , Polyynes , Protein Kinases , Wheat Germ Agglutinins
4.
J Ethnopharmacol ; 298: 115579, 2022 Nov 15.
Article in English | MEDLINE | ID: mdl-35963415

ABSTRACT

ETHNOPHARMACOLOGICAL RELEVANCE: Cardiorenal syndrome type 4 (CRS type 4), with high rates of morbidity and mortality, has become a social and economic problem worldwide over the last few decades. Zhen-Wu decoction, a traditional medicine used in East Asia, has been widely used in the treatment of cardiovascular disease and kidney disease, and has shown potential therapeutic effects for the clinical treatment of CRS type 4. However, the underlying mechanism has not been extensively explored. AIM OF THE STUDY: The purpose of this study was to investigate the effect and underlying mechanism of Zhen-Wu decoction on uremic cardiomyopathy, offering a potential target for clinical treatment of CRS type 4. MATERIALS AND METHODS: Five/six nephrectomized mice were utilized for experiments in vivo. The cardioprotective effects of Zhen-Wu decoction were evaluated by echocardiography and tissue staining. RNA-Seq data were used to investigate the potential pharmacological mechanism. The prediction of targets and active components was based on our previous strategy. Subsequently, the protective effect of the selected compound was verified in experiments in vitro. RESULTS: Zhen-Wu decoction alleviated cardiac dysfunction and endothelial injury in 5/6 nephrectomized mice, and the mechanism may involve the inflammatory process and oxidative stress. The activation of the Nrf2 signaling pathway was predicted to be a potential target of Zhen-Wu decoction in protecting endothelial cells. Through our machine learning strategy, we found that lactiflorin as an ingredient in Zhen-Wu decoction, alleviates IS-induced endothelial cell injury by blocking Keap1 and activating Nrf2. CONCLUSIONS: The present study demonstrated that Zhen-Wu decoction and lactiflorin could protect endothelial cells against oxidative stress in mice after nephrectomy by activating the Nrf2 signaling pathway.


Subject(s)
Drugs, Chinese Herbal , Uremia , Animals , Computer Simulation , Drugs, Chinese Herbal/pharmacology , Drugs, Chinese Herbal/therapeutic use , Endothelial Cells/metabolism , Glycosides , Kelch-Like ECH-Associated Protein 1/metabolism , Mice , Monoterpenes , NF-E2-Related Factor 2/metabolism , Uremia/drug therapy
5.
Zhen Ci Yan Jiu ; 41(3): 255-64, 2016 Jun 25.
Article in Chinese | MEDLINE | ID: mdl-29071916

ABSTRACT

OBJECTIVE: To systematically review the effectiveness and safety of heat-sensitive moxibustion (HSM) therapy in the treatment of lumbar disc herniation (LDH). METHODS: Papers of randomized clinical trials (RCTs) concerning the effectiveness and safety of HSM therapy for LDH published in both Chinese and English before November 17, 2015 were collected from PubMed, EMBase, Cochrane library, CNKI, CBM, WanFang Data and VIP databases according to the inclusion and exclusion criteria and by using key words of "thermal moxibustion" "heat-sensitive acupoint" "lumbar intervertebral disc herniation (LIDH)" "lumbar disc herniation (LDH)" and "lumbago backache", followed by screening, data extracting and methodological quality assessing. Then, the Meta-analysis was performed using RevMan 5.3 software. RESULTS: Twenty RCTs were included eventually, containing a total of 1 861 cases treated by HSM therapy in the treatment of LDH patients. The Meta-analysis shows that the effectiveness and safety of HSM therapy for LDH are superior to those of other therapies, which is drawn from total effective rate of treatment group[RR=1.13, 95%CI(1.09,1.18), P<0.001], M-JOA score[MD=-3.17, 95%CI(-3.88, -2.47), P<0.001], M-JOA score difference of various subgroups:daily life ability effect difference[MD=1.04, 95%CI(0.44, 1.64), P<0.001], subjective effect symptoms difference[MD=0.58, 95%CI (0.23, 0.92),P=0.001], objective effect symptoms difference[MD=1.12, 95%CI(0.58, 1.65),P<0.001], VAS score[MD=-1.17,95%CI(-1.78, -0.57), P<0.001], the recurrence rate[RR=0.54, 95%CI(0.37, 0.80), P=0.002], and no adverse reactions mentioned in the reported results. The sensitivity analysis showed a greater homogeneity in literature and the results were stable, but funnel plot analysis showed a publication bias. CONCLUSIONS: The HSM therapy is effective and safe in the treatment of LDH patients.


Subject(s)
Intervertebral Disc Displacement/therapy , Moxibustion , Acupuncture Points , Hot Temperature , Humans , Randomized Controlled Trials as Topic , Treatment Outcome
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