1.Therapeutic mechanism of Guizhi Gancao Decoction for heart failure: a network pharmacology-based analysis.
Yuxi ZHAO ; Xu ZHAO ; Qingnan ZHU ; Bingrui ZHU ; Zhenbin ZHANG ; Jing CHEN
Journal of Southern Medical University 2023;43(5):772-782
OBJECTIVE:
To predict the targets and pathways in the therapeutic mechanism of Guizhi Gancao Decoction (GZGCD) against heart failure (HF) based on network pharmacology.
METHODS:
The chemical components of GZGCD were analyzed using the databases including TCMSP, TCMID and TCM@Taiwan, and the potential targets of GZGCD were predicted using the SwissTargetPrediction database. The targets of HF were obtained using the databases including DisGeNET, Drugbank and TTD. The intersection targets of GZGCD and HF were identified using VENNY. Uniport database was used to convert the information, and the components-targets-disease network was constructed using Cytoscape software. The Bisogene plug-in, Merge plug-in, and CytoNCA plug-in in Cytoscape software were used for protein-protein interaction (PPI) analysis to acquire the core targets. Metascape database was used for GO and KEGG analysis. The results of network pharmacology analysis were verified with Western blot analysis. Three factors (PKCα, ERK1/2 and BCL2) were screened according to the degree value of network pharmacology results and the degree of correlation with heart failure process. The pentobarbtal sodium was dissolvein H9C2 cells treated with serum-free high glucose medium to simulate the ischemic anoxic environment of heart failure. The total proteins of myocardial cells were extracted. The protein contents of PKCα, ERK1/2 and BCL2 were determined.
RESULTS:
We identified a total of 190 intersection targets between GZGCD and HF using Venny database, involving mainly the circulatory system process, cellular response to nitrogen compounds, cation homeostasis, and regulation of the MAPK cascade. These potential targets were also involved in 38 pathways, including the regulatory pathways in cancer, calcium signal pathway, cGMP-PKG signal pathway, and cAMP signal pathway. Western blot analysis showed that in an in vitro H9C2 cell model of HF, treatment with GZGCD downregulated PKCα and ERK1/2 expressions and upregulated BCL2 expression.
CONCLUSION
The therapeutic mechanism of GZGCD for HF involves multiple targets including PRKCA, PRKCB, MAPK1, MAPK3, and MAPK8 and multiple pathways including the regulatory pathway in cancer and the calcium signaling pathway.
Humans
;
Protein Kinase C-alpha
;
Network Pharmacology
;
Heart Failure/drug therapy*
;
Proto-Oncogene Proteins c-bcl-2
2.Mechanism of Panlongqi Tablets intervening in vertebral artery type of cervical spondylosis in rats through PI3K/AKT signaling pathway based on network pharmacology and experimental verification.
Rui-Rui MING ; Yan-Qiong ZHANG ; Ying XU ; Teng-Teng XU ; Luo-Chang-Ting FANG ; Jin-Xia WANG ; Xiao-Xiao WANG ; Zhi-Xing HU ; Chao YANG ; Ke-Xin JIA ; Lu WANG ; Chun-Fang LIU ; Na LIN
China Journal of Chinese Materia Medica 2022;47(16):4454-4461
This study aimed to further explore the relevant mechanism of action by network pharmacology integrated with animal experimental verification based on previous proven effective treatment of vertebral artery type of cervical spondylosis(CSA) by Panlongqi Tablets. Bionetwork analysis was performed to establish drug-disease interaction network, and it was found that the key candidate targets of Panlongqi Tablets were enriched in multiple signaling pathways related to CSA pathological links, among which phosphatidylinositol 3-kinase(PI3 K)/serine-threonine kinase(AKT/PKB) signaling pathway was the most significant. Further, mixed modeling method was used to build the CSA rat model, and the rats were divided into normal, model, Panlongqi Tablets low-, medium-and high-dose(0.16, 0.32, 0.64 g·kg~(-1)) and Jingfukang Granules(positive drug, 1.35 g·kg~(-1)) groups. After successful modeling, the rats were administered for 8 consecutive weeks. Pathological changes of rat cervical muscle tissues were detected by hematoxylin-eosin(HE) staining, and the content of interleukin-1β(IL-1β), tumor necrosis factor-α(TNF-α), vascular endothelial cell growth factor(VEGF) and chemokine(C-C motif) ligand 2(CCL2) in rat serum and/or cervical tissues was determined by enzyme-linked immunosorbent assay(ELISA). Western blot was employed to detect the protein expression levels of chemokine(C-C motif) receptor 2(CCR2), PI3 K, AKT, phosphorylated AKT(p-AKT), I-kappa-B-kinase beta(IKK-beta/IKKβ), nuclear factor kappa B(NF-κB P65) and phosphorylated nuclear factor kappa B(NF-κB p-P65) in rat cervical tissues, and positive expression of p-NF-κB P65 in rat cervical muscle tissues was detected by immunofluorescence. The results showed that Panlongqi Tablets at different doses improved the degree of muscle fibrosis and inflammation in cervical muscle tissues of CSA rats, and reduced the content of inflammatory factors IL-1β, TNF-α, VEGF, CCL2 and CCR2 in serum and/or cervical tissues. The protein expression levels of PI3 K, p-AKT, IKKβ and p-NF-κB P65 as well as the nuclear entry of p-NF-κB P65 in cervical tissues were down-regulated. These findings suggest that Panlongqi Tablets can significantly inhibit the inflammatory response of CSA rats, and the mechanism of action may be related to the down-regulation of the activation of PI3 K/AKT signaling pathway.
Animals
;
Drugs, Chinese Herbal
;
I-kappa B Kinase/pharmacology*
;
NF-kappa B/metabolism*
;
Network Pharmacology
;
Phosphatidylinositol 3-Kinases/metabolism*
;
Protein Serine-Threonine Kinases
;
Proto-Oncogene Proteins c-akt/metabolism*
;
Rats
;
Signal Transduction
;
Spondylosis/drug therapy*
;
Tumor Necrosis Factor-alpha/metabolism*
;
Vascular Endothelial Growth Factor A/genetics*
;
Vertebral Artery/metabolism*
3.PLCE1 Promotes the Invasion and Migration of Esophageal Cancer Cells by Up-Regulating the PKCα/NF-κB Pathway.
Yonsei Medical Journal 2018;59(10):1159-1165
PURPOSE: To investigate the effect and mechanism of phospholipase C epsilon gene 1 (PLCE1) expression on esophageal cancer cell lines. MATERIALS AND METHODS: The esophageal carcinoma cell lines Eca109 and EC9706 and normal esophageal epithelial cell line HEEC were cultured. The expression of PLCE1, protein kinase C alpha (PKCα), and nuclear factor kappa B (NF-κB) p50/p65 homodimer in cells were comparatively analyzed. The esophageal cancer cells were divided into si-PLCE1, control siRNA (scramble), and mock groups that were transfected with specific siRNA for PLCE1, control siRNA, and blank controls, respectively. Expression of PLCE1, PKCα, p50, and p65 was detected by Western blotting. Transwell assay was used to detect migration and invasion of Eca109 and EC9706 cells. RESULTS: Compared with HEEC, the expression of PLCE1, PKCα, p50, and p65 was increased in Eca109 and EC9706 cells. The expression of PLCE1 was positively correlated with the expression of PKCα and p50 (PKCα: r=0.6328, p=0.032; p50: r=0.6754, p=0.041). PKCα expression had a positive correlation with the expression of p50 and p65 (p50: r=0.9127, p=0.000; p65: r=0.9256, p=0.000). Down-regulation of PLCE1 significantly decreased the expression of PKCα and NF-κB-related proteins (p65: p=0.002, p=0.004; p50: p=0.005, p=0.009) and inhibited the migration and invasion of Eca109 and EC9706 cells. CONCLUSION: PLCE1 activated NF-κB signaling by up-regulating PKCα, which could promote invasion and migration of esophageal cancer cells.
Blotting, Western
;
Cell Line
;
Down-Regulation
;
Epithelial Cells
;
Esophageal Neoplasms*
;
NF-kappa B
;
Protein Kinase C-alpha
;
RNA, Small Interfering
;
Type C Phospholipases
4.Increased glucose metabolism and alpha-glucosidase inhibition in Cordyceps militaris water extract-treated HepG2 cells.
Dae Jung KIM ; Yun Hwan KANG ; Kyoung Kon KIM ; Tae Woo KIM ; Jae Bong PARK ; Myeon CHOE
Nutrition Research and Practice 2017;11(3):180-189
BACKGROUND/OBJECTIVES: Recent living condition improvements, changes in dietary habits, and reductions in physical activity are contributing to an increase in metabolic syndrome symptoms including diabetes and obesity. Through such societal developments, humankind is continuously exposed to metabolic diseases such as diabetes, and the number of the victims is increasing. This study investigated Cordyceps militaris water extract (CMW)-induced glucose uptake in HepG2 cells and the effect of CMW treatment on glucose metabolism. MATERIALS/METHODS: Colorimetric assay kits were used to determine the glucokinase (GK) and pyruvate dehydrogenase (PDH) activities, glucose uptake, and glycogen content. Either RT-PCR or western blot analysis was performed for quantitation of glucose transporter 2 (GLUT2), hepatocyte nuclear factor 1 alpha (HNF-1α), phosphatidylinositol 3-kinase (PI3k), protein kinase B (Akt), phosphorylated AMP-activated protein kinase (pAMPK), phosphoenolpyruvate carboxykinase, GK, PDH, and glycogen synthase kinase 3 beta (GSK-3β) expression levels. The α-glucosidase inhibitory activities of acarbose and CMW were evaluated by absorbance measurement. RESULTS: CMW induced glucose uptake in HepG2 cells by increasing GLUT2 through HNF-1α expression stimulation. Glucose in the cells increased the CMW-induced phosphorylation of AMPK. In turn, glycolysis was stimulated, and glyconeogenesis was inhibited. Furthermore, by studying the mechanism of action of PI3k, Akt, and GSK-3β, and measuring glycogen content, the study confirmed that the glucose was stored in the liver as glycogen. Finally, CMW resulted in a higher level of α-glucosidase inhibitory activity than that from acarbose. CONCLUSION: CMW induced the uptake of glucose into HepG2 cells, as well, it induced metabolism of the absorbed glucose. It is concluded that CMW is a candidate or potential use in diabetes prevention and treatment.
Acarbose
;
alpha-Glucosidases*
;
AMP-Activated Protein Kinases
;
Blotting, Western
;
Cordyceps*
;
Food Habits
;
Glucokinase
;
Glucose Transport Proteins, Facilitative
;
Glucose*
;
Glycogen
;
Glycogen Synthase Kinase 3
;
Glycolysis
;
Hep G2 Cells*
;
Hepatocyte Nuclear Factor 1-alpha
;
Hypoglycemic Agents
;
Liver
;
Metabolic Diseases
;
Metabolism*
;
Motor Activity
;
Obesity
;
Oxidoreductases
;
Phosphatidylinositol 3-Kinase
;
Phosphoenolpyruvate
;
Phosphorylation
;
Proto-Oncogene Proteins c-akt
;
Pyruvic Acid
;
Social Conditions
;
Water*
5.Different subtypes of estrogen receptor α and related signal molecules in the hippocampus are associated with spatial cognitive impairment of diabetic mice.
Ming-Rui ZHANG ; Chao QU ; Jia SUN ; Cui WANG ; Hong-Yan LI ; Ye-Jun ZHANG ; Bing-Qiang ZHANG ; Wei ZOU
Acta Physiologica Sinica 2017;69(3):252-260
To study the correlation between the spatial cognitive impairment and different subtypes of estrogen receptor α (ERα) of hippocampus in diabetic mice, we used alloxan (intraperitoneal injection) to induce type 1 diabetes in male Kunming mice and compared the spatial cognitive ability of the model mice with that of control mice through Morris water maze test. Meanwhile, using Western blot, we detected the protein expressions of ER-α36, ER-α66, caveolin-1, PKCα, cAMP-response element binding protein 2 (CREB2), and synaptophysin (Syn) in the hippocampus of the mice. The results showed that on the 3rd and 5th days of training, the ability of spatial learning and memory in the diabetic mice was significantly inferior to that of the control mice (P < 0.05). In the diabetic mice, the protein expressions of caveolin-1 and PKCα were decreased (P < 0.05), but ER-α66 expression was unaffected, while ER-α36 and CREB2 expressions were significantly increased (P < 0.05) compared with those of the control mice. The results suggest that abnormal expression of ER-α36 and related signal molecules may be important factors for diabetes-induced spatial cognitive impairment.
Animals
;
Caveolin 1
;
metabolism
;
Cognitive Dysfunction
;
Cyclic AMP Response Element-Binding Protein
;
metabolism
;
Diabetes Mellitus, Experimental
;
physiopathology
;
Estrogen Receptor alpha
;
metabolism
;
Hippocampus
;
metabolism
;
physiopathology
;
Male
;
Maze Learning
;
Memory
;
Mice
;
Protein Kinase C-alpha
;
metabolism
;
Synaptophysin
;
metabolism
6.Effects of sevoflurane on tight junction protein expression and PKC-alpha translocation after pulmonary ischemia-reperfusion injury.
Jun CHAI ; Bo LONG ; Xiaomei LIU ; Yan LI ; Ning HAN ; Ping ZHAO ; Weimin CHEN
Experimental & Molecular Medicine 2015;47(6):e167-
Pulmonary dysfunction caused by ischemia-reperfusion injury is the leading cause of mortality in lung transplantation. We aimed to investigate the effects of sevoflurane pretreatment on lung permeability, tight junction protein occludin and zona occludens 1 (ZO-1) expression, and translocation of protein kinase C (PKC)-alpha after ischemia-reperfusion. A lung ischemia-reperfusion injury model was established in 96 male Wistar rats following the modified Eppinger method. The rats were divided into four groups with 24 rats in each group: a control (group C), an ischemia-reperfusion group (IR group), a sevoflurane control group (sev-C group), and a sevoflurane ischemia-reperfusion group (sev-IR group). There were three time points in each group: ischemic occlusion for 45 min, reperfusion for 60 min and reperfusion for 120 min; and there were six rats per time point. For the 120-min reperfusion group, six extra rats underwent bronchoalveolar lavage. Mean arterial pressure (MAP) and pulse oxygen saturation (SpO2) were recorded at each time point. The wet/dry weight ratio and lung permeability index (LPI) were measured. Quantitative RT-PCR and Western blot were used to measure pulmonary occludin and ZO-1, and Western blot was used to measure cytosolic and membranous PKC-alpha in the lung. Lung permeability was significantly increased after ischemia-reperfusion. Sevoflurane pretreatment promoted pulmonary expression of occludin and ZO-1 after reperfusion and inhibited the translocation of PKC-alpha. In conclusion, sevoflurane pretreatment alleviated lung permeability by upregulating occludin and ZO-1 after ischemia-reperfusion. Sevoflurane pretreatment inhibited the translocation and activation of PKC-alpha, which also contributed to the lung-protective effect of sevoflurane.
Anesthetics, Inhalation/*therapeutic use
;
Animals
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Capillary Permeability/drug effects
;
Gene Expression Regulation/drug effects
;
Lung/*drug effects/metabolism/pathology
;
Lung Diseases/*drug therapy/genetics/metabolism/pathology
;
Male
;
Methyl Ethers/*therapeutic use
;
Protein Kinase C-alpha/*metabolism
;
Protein Transport/drug effects
;
RNA, Messenger/genetics
;
Rats, Wistar
;
Reperfusion Injury/*drug therapy/genetics/metabolism/pathology
;
Zonula Occludens-1 Protein/analysis/*genetics
7.Roles of PKCα on the biological functions of T cells.
Li-Fen YANG ; Hui-Min KONG ; Xiao-Qing ZHANG ; Fei YIN
Chinese Journal of Contemporary Pediatrics 2015;17(12):1354-1359
OBJECTIVETo study the roles of PKCα on the proliferation, apoptosis, differentiation, cytokine production and inducible regulatory T cell (iTreg) induction of T cells.
METHODST cells from WT (PKCα⁺/⁺) or PKCα knockout (PKCα⁻/⁻) mice were isolated and cultured in vitro. T cell proliferation and apoptosis were determined using ³H thymidine incorporation and CSFE/Annexin V staining. Cytokines production (IL-2, IL-4, IFN-γ and IL-17) was detected using ELISA. CD4⁺T cells were isolated and cultured in vitro via Th17 or iTreg biased condition. Flow cytometry was used to detect the cell differentiation.
RESULTSThe production of IL-2 upon TCR stimulation increased, while the contents of IL-4 and IL-17 decreased in the PKCα⁻/⁻ group compared with the PKCα⁺/⁺ group. The differentiation rate of Th17 cells decreased, while the iTreg production increased in the PKCα⁻/⁻ group compared with the PKCα⁺/⁺ group.
CONCLUSIONSPKC-α is proinflammatory.
Animals ; Cell Differentiation ; Cytokines ; biosynthesis ; Lymphocyte Activation ; Mice ; Protein Kinase C-alpha ; physiology ; Receptors, Antigen, T-Cell ; physiology ; T-Lymphocytes ; physiology ; Th17 Cells ; immunology
8.Role of PRKCD and ASK1 in U937 cell differentiation.
Feng YAN ; ; Xiao-Min WANG ; Si-Bo YUAN ; Quan-Ming MA ; Hui-Ping HAN
Journal of Southern Medical University 2015;35(1):17-22
OBJECTIVETo investigate the expression of ASK1 and PRKCD in the process of monocyte differentiation, and explore their role in functional changes of hypersplenism spleen macrophages (Mφ) in portal hypertension (PH).
METHODSU937 cells were stimulated to differentiate into monocyte/macrophage-like cells by cultivation in PMA and the mRNA expressions of ASK1 and PRKCD were detected by q-PCR and the changes of protein expression were identified by western blot analysis. The secretion of phagocytose related cytokines such as IL-10 and TNF-α were tested by ELISA, and the function of the macrophage-like cells were studied by chicken red blood cell phagocytose test.
RESULTSThe expressions of PRKCD and ASK1 mRNA were gradually decreased along with the cell differentiation, while the secretion of TNF-α was increased, IL-10 secretion reached a maximum at 24 h after PAM stimulation, and then gradually fell. The expression of ASK1 and p-ASK1 were rapidly increased compared with the non-stimulated U937 cells, while the expression of PRKCD and p-PRKCD were sightly declined. The phagocytose test show that U937 cells induced with PMA were able to swallow the chicken red blood cell.
CONCLUSIONUp-regulated protein expression of ASK1 and p-ASK1 and down-regulated protein expression of PRKCD and p-PRKCD in the process of PMA induced monocyte differentiation, are consist with the expression changes of splenic macrophage phagocytosis in hypersplenism, which leads to increased activity of Mφ.
Cell Differentiation ; Down-Regulation ; Humans ; Hypersplenism ; Hypertension, Portal ; Interleukin-10 ; secretion ; MAP Kinase Kinase Kinase 5 ; physiology ; Macrophages ; cytology ; Phagocytosis ; Protein Kinase C-delta ; physiology ; RNA, Messenger ; Tumor Necrosis Factor-alpha ; secretion ; U937 Cells
9.Dimethyl Cardamonin Exhibits Anti-inflammatory Effects via Interfering with the PI3K-PDK1-PKCalpha Signaling Pathway.
Wan Guo YU ; Hao HE ; Jing Yun YAO ; Yi Xiang ZHU ; Yan Hua LU
Biomolecules & Therapeutics 2015;23(6):549-556
Consumption of herbal tea [flower buds of Cleistocalyx operculatus (Roxb.) Merr. et Perry (Myrtaceae)] is associated with health beneficial effects against multiple diseases including diabetes, asthma, and inflammatory bowel disease. Emerging evidences have reported that High mobility group box 1 (HMGB1) is considered as a key "late" proinflammatory factor by its unique secretion pattern in aforementioned diseases. Dimethyl cardamonin (2',4'-dihydroxy-6'-methoxy-3',5'-dimethylchalcone, DMC) is a major ingredient of C. operculatus flower buds. In this study, the anti-inflammatory effects of DMC and its underlying molecular mechanisms were investigated on lipopolysaccharide (LPS)-induced macrophages. DMC notably suppressed the mRNA expressions of TNF-alpha, IL-1beta, IL-6, and HMGB1, and also markedly decreased their productions in a time- and dose-dependent manner. Intriguingly, DMC could notably reduce LPS-stimulated HMGB1 secretion and its nucleo-cytoplasmic translocation. Furthermore, DMC dose-dependently inhibited the activation of phosphatidylinositol 3-kinase (PI3K), phosphoinositide-dependent kinase 1 (PDK1), and protein kinase C alpha (PKCalpha). All these data demonstrated that DMC had anti-inflammatory effects through reducing both early (TNF-alpha, IL-1beta, and IL-6) and late (HMGB1) cytokines expressions via interfering with the PI3K-PDK1-PKCalpha signaling pathway.
Asthma
;
Teas, Herbal
;
Cytokines
;
Flowers
;
HMGB1 Protein
;
Inflammatory Bowel Diseases
;
Interleukin-6
;
Macrophages
;
Phosphatidylinositol 3-Kinase
;
Phosphotransferases
;
Protein Kinase C-alpha
;
RNA, Messenger
;
Tumor Necrosis Factor-alpha
10.Preeclampsia serum-induced collagen I expression and intracellular calcium levels in arterial smooth muscle cells are mediated by the PLC-gamma1 pathway.
Rongzhen JIANG ; Yincheng TENG ; Yajuan HUANG ; Jinghong GU ; Li MA ; Ming LI ; Yuedi ZHOU
Experimental & Molecular Medicine 2014;46(9):e115-
In women with preeclampsia (PE), endothelial cell (EC) dysfunction can lead to altered secretion of paracrine factors that induce peripheral vasoconstriction and proteinuria. This study examined the hypothesis that PE sera may directly or indirectly, through human umbilical vein ECs (HUVECs), stimulate phospholipase C-gamma1-1,4,5-trisphosphate (PLC-gamma1-IP3) signaling, thereby increasing protein kinase C-alpha (PKC-alpha) activity, collagen I expression and intracellular Ca2+ concentrations ([Ca2+]i) in human umbilical artery smooth muscle cells (HUASMCs). HUASMCs and HUVECs were cocultured with normal or PE sera before PLC-gamma1 silencing. Increased PLC-gamma1 and IP3 receptor (IP3R) phosphorylation was observed in cocultured HUASMCs stimulated with PE sera (P<0.05). In addition, PE serum significantly increased HUASMC viability and reduced their apoptosis (P<0.05); these effects were abrogated with PLC-gamma1 silencing. Compared with normal sera, PE sera increased [Ca2+]i in cocultured HUASMCs (P<0.05), which was inhibited by PLC-gamma1 and IP3R silencing. Finally, PE sera-induced PKC-alpha activity and collagen I expression was inhibited by PLC-gamma1 small interfering RNA (siRNA) (P<0.05). These results suggest that vasoactive substances in the PE serum may induce deposition in the extracellular matrix through the activation of PLC-gamma1, which may in turn result in thickening and hardening of the placental vascular wall, placental blood supply shortage, fetal hypoxia-ischemia and intrauterine growth retardation or intrauterine fetal death. PE sera increased [Ca2+]i and induced PKC-alpha activation and collagen I expression in cocultured HUASMCs via the PLC-gamma1 pathway.
Adult
;
Apoptosis
;
Calcium/*metabolism
;
Cell Line
;
Cell Survival
;
Cells, Cultured
;
Coculture Techniques
;
Collagen Type I/analysis/*metabolism
;
Female
;
Human Umbilical Vein Endothelial Cells
;
Humans
;
Muscle, Smooth, Vascular/*cytology/metabolism
;
Phospholipase C gamma/genetics/*metabolism
;
Pre-Eclampsia/*blood/*metabolism/pathology
;
Pregnancy
;
Protein Kinase C-alpha/metabolism
;
RNA Interference
;
*Signal Transduction
;
Young Adult

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