1.PDCD6 Promotes Hepatocellular Carcinoma Cell Proliferation and Metastasis through the AKT/GSK3β/β-catenin Pathway.
Shi Yuan WEN ; Yan Tong LIU ; Bing Yan WEI ; Jie Qiong MA ; Yan Yan CHEN
Biomedical and Environmental Sciences 2023;36(3):241-252
OBJECTIVE:
Programmed cell death 6 (PDCD6), a Ca 2+-binding protein, has been reported to be aberrantly expressed in all kinds of tumors. The aim of this study was to explore the role and mechanism of PDCD6 in hepatocellular carcinomas (HCCs).
METHODS:
The expression levels of PDCD6 in liver cancer patients and HCC cell lines were analyzed using bioinformatics and Western blotting. Cell viability and metastasis were determined by methylthiazol tetrazolium (MTT) and transwell assays, respectively. And Western blotting was used to test related biomarkers and molecular pathway factors in HCC cell lines. LY294002, a PI3K inhibitor inhibiting AKT, was used to suppress the AKT/GSK3β/β-catenin pathway to help evaluate the role of this pathway in the HCC carcinogenesis associated with PDCD6.
RESULTS:
The analysis of The Cancer Genome Atlas Database suggested that high PDCD6 expression levels were relevant to liver cancer progression. This was consistent with our finding of higher levels of PDCD6 expression in HCC cell lines than in normal hepatocyte cell lines. The results of MTT, transwell migration, and Western blotting assays revealed that overexpression of PDCD6 positively regulated HCC cell proliferation, migration, and invasion. Conversely, the upregulation of PDCD6 expression in the presence of an AKT inhibitor inhibited HCC cell proliferation, migration, and invasion. In addition, PDCD6 promoted HCC cell migration and invasion by epithelial-mesenchymal transition. The mechanistic investigation proved that PDCD6 acted as a tumor promoter in HCC through the AKT/GSK3β/β-catenin pathway, increasing the expression of transcription factors and cellular proliferation and metastasis.
CONCLUSION
PDCD6 has a tumor stimulative role in HCC mediated by AKT/GSK3β/β-catenin signaling and might be a potential target for HCC progression.
Humans
;
Carcinoma, Hepatocellular/pathology*
;
Liver Neoplasms/pathology*
;
Proto-Oncogene Proteins c-akt/metabolism*
;
beta Catenin/metabolism*
;
Phosphatidylinositol 3-Kinases/metabolism*
;
Glycogen Synthase Kinase 3 beta/metabolism*
;
Cell Line
;
Cell Proliferation
;
Cell Line, Tumor
;
Gene Expression Regulation, Neoplastic
;
Calcium-Binding Proteins/metabolism*
;
Apoptosis Regulatory Proteins/genetics*
2.Physical exercise suppresses hepatocellular carcinoma progression by alleviating hypoxia and attenuating cancer stemness through the Akt/GSK-3β/β-catenin pathway.
Chu-Lan XIAO ; Zhi-Peng ZHONG ; Can LÜ ; Bing-Jie GUO ; Jiao-Jiao CHEN ; Tong ZHAO ; Zi-Fei YIN ; Bai LI
Journal of Integrative Medicine 2023;21(2):184-193
OBJECTIVE:
Physical exercise, a common non-drug intervention, is an important strategy in cancer treatment, including hepatocellular carcinoma (HCC). However, the mechanism remains largely unknown. Due to the importance of hypoxia and cancer stemness in the development of HCC, the present study investigated whether the anti-HCC effect of physical exercise is related to its suppression on hypoxia and cancer stemness.
METHODS:
A physical exercise intervention of swimming (30 min/d, 5 d/week, for 4 weeks) was administered to BALB/c nude mice bearing subcutaneous human HCC tumor. The anti-HCC effect of swimming was assessed in vivo by tumor weight monitoring, hematoxylin and eosin (HE) staining, and immunohistochemistry (IHC) detection of proliferating cell nuclear antigen (PCNA) and Ki67. The expression of stemness transcription factors, including Nanog homeobox (NANOG), octamer-binding transcription factor 4 (OCT-4), v-Myc avian myelocytomatosis viral oncogene homolog (C-MYC) and hypoxia-inducible factor-1α (HIF-1α), was detected using real-time reverse transcription polymerase chain reaction. A hypoxia probe was used to explore the intratumoral hypoxia status. Western blot was used to detect the expression of HIF-1α and proteins related to protein kinase B (Akt)/glycogen synthase kinase-3β (GSK-3β)/β-catenin signaling pathway. The IHC analysis of platelet endothelial cell adhesion molecule-1 (CD31), and the immunofluorescence co-location of CD31 and desmin were used to analyze tumor blood perfusion. SMMC-7721 cells were treated with nude mice serum. The inhibition effect on cancer stemness in vitro was detected using suspension sphere experiments and the expression of stemness transcription factors. The hypoxia status was inferred by measuring the protein and mRNA levels of HIF-1α. Further, the expression of proteins related to Akt/GSK-3β/β-catenin signaling pathway was detected.
RESULTS:
Swimming significantly reduced the body weight and tumor weight in nude mice bearing HCC tumor. HE staining and IHC results showed a lower necrotic area ratio as well as fewer PCNA or Ki67 positive cells in mice receiving the swimming intervention. Swimming potently alleviated the intratumoral hypoxia, attenuated the cancer stemness, and inhibited the Akt/GSK-3β/β-catenin signaling pathway. Additionally, the desmin+/CD31+ ratio, rather than the number of CD31+ vessels, was significantly increased in swimming-treated mice. In vitro experiments showed that treating cells with the serum from the swimming intervention mice significantly reduced the formation of SMMC-7721 cell suspension sphere, as well as the mRNA expression level of stemness transcription factors. Consistent with the in vivo results, HIF-1α and Akt/GSK-3β/β-catenin signaling pathway were also inhibited in cells treated with serum from swimming group.
CONCLUSION
Swimming alleviated hypoxia and attenuated cancer stemness in HCC, through suppression of the Akt/GSK-3β/β-catenin signaling pathway. The alleviation of intratumoral hypoxia was related to the increase in blood perfusion in the tumor. Please cite this article as: Xiao CL, Zhong ZP, Lü C, Guo BJ, Chen JJ, Zhao T, Yin ZF, Li B. Physical exercise suppresses hepatocellular carcinoma progression by alleviating hypoxia and attenuating cancer stemness through the Akt/GSK-3β/β-catenin pathway. J Integr Med. 2023; 21(2): 184-193.
Humans
;
Animals
;
Mice
;
Carcinoma, Hepatocellular/drug therapy*
;
Proto-Oncogene Proteins c-akt/metabolism*
;
Proliferating Cell Nuclear Antigen/therapeutic use*
;
Mice, Nude
;
Glycogen Synthase Kinase 3 beta/genetics*
;
beta Catenin/therapeutic use*
;
Liver Neoplasms/drug therapy*
;
Desmin/therapeutic use*
;
Ki-67 Antigen
;
Cell Line, Tumor
;
Hypoxia
;
RNA, Messenger/therapeutic use*
;
Cell Proliferation
3.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*
4.Lignans-rich extract from Herpetospermum caudigerum alleviate physical fatigue in mice.
Shi-Ying JIN ; Rui-Sheng LI ; Bao-de SHEN ; Jin-Xia BAI ; Ping-Hua XU ; Ling DAI ; He XU ; Shi-Xiao JIN ; Jin HAN ; Hai-Long YUAN
Chinese journal of integrative medicine 2016;22(11):840-845
OBJECTIVETo ascertain anti-fatigue constituents and mechanisms of Herpetospermum caudigerum.
METHODSThe 80% ethanol extracts of Herpetospermum caudigerum were partitioned with chloroform, ethyl acetate and n-butanol, respectively. Male Kunming mice were divided into 13 groups with 16 mice in each group: a control group fed with water, 9 groups treated with 3 fractions of Herpetospermum caudigerum (chloroform fraction, ethyl acetate fraction and n-butanol fraction) at dose of 80, 160 and 320 mg/kg for the low-dose group, medium-dose group and high-dose group, 3 herpetrione (HPE) treated groups fed with HPE at dose of 15, 30, and 60 mg/kg for the low-dose group, medium-dose group and high-dose group. All animals were treated once per day for 30 days. Anti-fatigue activity was assessed through the forced swimming test and serum biochemical parameters including blood lactic acid (BLA), blood urea nitrogen (BUN), malondialdehyde (MDA), hepatic glycogen (HG), lactic dehydrogenase (LDH), superoxide dismutase (SOD) and glutathione peroxidase (GPx) determined following the recommended procedures provided by the commercial kits.
RESULTSCompared with the control group, the lignans extract (ethyl acetate fraction) of Herpetospermum caudigerum and HPE could signifificantly prolonged the exhaustive swimming time (P<0.05 or P<0.01), and also increased the HG levels (P<0.05 or P<0.01) and the activities of antioxidant enzymes (SOD, GPx and LDH, P<0.05 or P<0.01); BLA and MDA levels were decreased considerably in lignans extract and HPE treated groups (P<0.05 or P<0.01). HPE also could significantly decrease the BUN contents compared with the control group (P<0.05). The chloroform and n-butanol fraction showed no effect on swimming time and biochemical parameters.
CONCLUSIONSThe lignans extract had antifatigue activities and HPE may be partly responsible for the anti-fatigue effects of Herpetospermum caudigerum. The possible mechanisms of anti-fatigue activity were related to the decrease of BUN and BLA, the increase of the HG storage and protecting corpuscular membrane by preventing lipid oxidation via modifying several enzyme activities.
Animals ; Body Weight ; drug effects ; Cucurbitaceae ; chemistry ; Fatigue ; blood ; drug therapy ; Glycogen ; metabolism ; Lignans ; pharmacology ; therapeutic use ; Liver ; drug effects ; metabolism ; Male ; Mice ; Plant Extracts ; pharmacology ; therapeutic use ; Swimming ; Time Factors
5.Downregulation of LncRNAH19 and MiR-675 promotes migration and invasion of human hepatocellular carcinoma cells through AKT/GSK-3β/Cdc25A signaling pathway.
Jun LV ; Ling MA ; Xi-lin CHEN ; Xiao-hui HUANG ; Qian WANG
Journal of Huazhong University of Science and Technology (Medical Sciences) 2014;34(3):363-369
LncRNAH19 has been implicated as having both oncogenic and tumor suppression properties in cancer. LncRNAH19 transcripts also serve as a precursor for miR-675. However, it is unknown whether LncRNAH19 and miR-675 are involved in the migration and invasion of hepatocellular carcinoma (HCC) cells. The purpose of this study was to investigate the effect and mechanism of LncRNAH19 and miR-675 on migration and invasion of HCC cells. The migration and invasion of HCC cells were measured by Transwell migration and invasion assays after transfection of HCC cells with miR-675 inhibitors and LncRNAH19siRNA. The levels of LncRNAH19 and miR-675 were detected by quantitative reverse transcriptase real-time polymerase chain reaction (qRT-PCR), and the protein expression of AKT, GSK-3β and Cdc25A by Western blotting analysis. The expression levels of LncRNAH19 and miR-675 were higher in MHCC-97H cells than in L02, Huh-7 and HepG2 cells. Transwell migration assay revealed that the miR-675 inhibitor and LncRNAH19siRNA could significantly increase the migration of HCC cells (P<0.01) as compared with the control group. Transwell invasion assay demonstrated that the miR-675 inhibitor and LncRNAH19siRNA could significantly increase the invasion of HCC cells (P<0.01) as compared with the control group. Western blotting analysis showed that the expression levels of AKT and Cdc25A were significantly increased (P<0.05), and the expression level of GSK-3β was significantly decreased (P<0.05) after treatment with miR-675 inhibitors and LncRNAH19siRNA as compared with the control group. These findings suggested that inhibition of LncRNAH19 and miR-675 expression can promote migration and invasion of HCC cells via AKT/GSK-3β/Cdc25A signaling pathway.
Blotting, Western
;
Carcinoma, Hepatocellular
;
genetics
;
metabolism
;
pathology
;
Cell Line
;
Cell Line, Tumor
;
Cell Movement
;
genetics
;
Down-Regulation
;
Gene Expression Regulation, Neoplastic
;
Gene Knockdown Techniques
;
Glycogen Synthase Kinase 3
;
metabolism
;
Glycogen Synthase Kinase 3 beta
;
Hep G2 Cells
;
Humans
;
Liver Neoplasms
;
genetics
;
metabolism
;
pathology
;
MicroRNAs
;
genetics
;
Neoplasm Invasiveness
;
Proto-Oncogene Proteins c-akt
;
metabolism
;
RNA Interference
;
RNA, Long Noncoding
;
genetics
;
Reverse Transcriptase Polymerase Chain Reaction
;
Signal Transduction
;
cdc25 Phosphatases
;
metabolism
6.Effect of endotoxin pretreatment-induced glycogen synthase kinase-3 inhibition on glycogen metabolism in rat liver and the mechanism.
Xiaole CHEN ; Jianping GONG ; Faliang XU
Journal of Southern Medical University 2014;34(2):201-205
OBJECTIVETo investigate the changes in the functional activity of glycogen synthase kinase-3 (GSK-3) in the hepatic tissue after endotoxin (lipopolysaccharide, LPS) tolerance and explore the effects of LPS-induced GSK-3 inhibition on glycogen metabolism in the liver.
METHODSMale SD rats were randomly divided into normal control, endotoxin pretreatment and GSK-3 inhibitor (lithium chloride) groups with corresponding pretreatments prior to a large dose of LPS challenge (10 mg/kg) to induce liver injury. Glycogen deposition and content in the hepatic tissue was detected using periodic acid-Schiff (PAS) staining and a glycogen quantification kit, respectively. Western blotting was performed for semi-quantitative analysis of protein level and inhibitory phosphorylation of GSK-3, and a Coomassie brilliant blue G-250-based colorimetric assay was used to detect calpain activity in the liver.
RESULTSGlycogen content in the liver decreased significantly after LPS challenge in all the 3 groups (P<0.05) but showed no significant difference among the groups (P>0.05). Both LPS and lithium chloride pretreatments caused a significant increase of liver glycogen content (P<0.05). LPS pretreatment induced inhibitory phosphorylation of GSK-3β (P<0.05) and partial cleavage of GSK-3α but did not affect the expression of GSK-3 protein (P>0.05). Large-dose LPS challenge significantly increased the activity of calpain in the liver tissue (P<0.05) to a comparable level in the 3 groups (P>0.05).
CONCLUSIONEndotoxin pretreatment induces inhibitory phosphorylation of GSK-3β and partial cleavage of GSK-3α and promotes the deposition of liver glycogen but does not affect the activity of calpain, which may contribute to an increased glycogen reserve for energy supply in the event of large-dose LPS challenge.
Animals ; Calpain ; metabolism ; Glycogen ; metabolism ; Glycogen Synthase Kinase 3 ; antagonists & inhibitors ; metabolism ; Lipopolysaccharides ; adverse effects ; Lithium Chloride ; pharmacology ; Liver ; drug effects ; metabolism ; pathology ; Male ; Rats ; Rats, Sprague-Dawley
7.Effects of Shenqi preparation on anti-fatigue and anti-oxidant functions in mice.
Su-Ping PEI ; Zheng CUI ; Cheng PENG ; Hao SUN ; Zhi-Qiang ZHANG
Chinese Journal of Applied Physiology 2014;30(2):132-135
OBJECTIVETo explore effects of Shenqi preparation,Traditional Chinese Medicine, on anti-fatigue and anti-oxidant functions.
METHODSOne hundred and twenty mice were randomly divided into control group and 3 experimental groups. The high, medium and low-dose of Shenqi preparation were given to the 3 experimental groups respectively, while distilled water to the control group for 15 d. The loaded swimming time, the level of lactate, serum urea nitrogen (SUN), muscle and liver glycogen, liver super-oxide dismutase (SOD), the content of malondialdehyde (MDA), glutathione peroxidase(GSH-Px) were assayed.
RESULTSThe loaded swimming test showed that the exhausted swimming time of 3 experimental groups [(296.0 +/- 25.3)s, (437.0 ĝ 38.9)s, (595.0 +/- 53.9)s respectively] was longer than that of control group [(231.0 +/- 22.5)s, P < 0.05, P < 0.01]. The liver glycogen content of the high and medium-dose experimental groups were higher than that of control group respectively (P < 0.01). The SUN content of each experimental group was less than that of the control group (P < 0.01, P < 0.05). Moreover,in the medium and high dose experimental groups, less accumulation of lactate was found (P < 0.01, P < 0.05), and the content of liver SOD and GSH-Px was higher (P < 0.01, P < 0.05). The content of liver MDA in high-dose experimental group was less than that of the control group (P < 0.05).
CONCLUSIONShenqi preparation, especially the high and medium-dose experimental groups, is able to improve exercise tolerance and has anti-fatigue and anti-oxidant effects in mice.
Animals ; Antioxidants ; metabolism ; Blood Urea Nitrogen ; Disease Models, Animal ; Drugs, Chinese Herbal ; pharmacology ; Fatigue ; drug therapy ; metabolism ; Glutathione Peroxidase ; metabolism ; Glycogen ; metabolism ; Lactic Acid ; blood ; Liver ; drug effects ; metabolism ; Male ; Malondialdehyde ; metabolism ; Mice ; Physical Conditioning, Animal ; Superoxide Dismutase ; metabolism
8.Effect of Biejiajian Pills on Wnt signal pathway molecules β-catenin and GSK-3β and the target genes CD44v6 and VEGF in hepatocellular carcinoma cells.
Haitao SUN ; Songqi HE ; Bin WEN ; Wenyan JIA ; Eryan FAN ; Yan ZHENG
Journal of Southern Medical University 2014;34(10):1454-1458
OBJECTIVETo investigate the effect of Biejiajian Pills on the expressions of the signal molecules and target genes of Wnt signal pathway in HepG2 cells and explore the mechanisms by which Biejiajian pills suppress the invasiveness of hepatocellular carcinoma.
METHODSHepG2 cells were cultured for 48 h in the presence of serum collected from rats fed with Biejiajian Pills. The expressions of β-catenin, GSK-3β and P-GSK-3β in the cultured cells were assessed by Western blotting and the expressions of CD44v6 and VEGF were detected using immunohistochemistry.
RESULTSHepG2 cells cultured with the serum of rats fed with Biejiajian Pills showed lowered expressions of β-catenin protein both in the cytoplasm and the nuclei with also inhibition of phosphorylation of GSK-3β and reduced expression of CD44v6 and VEGF.
CONCLUSIONBiejiajian Pills can significantly reduce the expression of β-catenin by decreasing the phosphorylation of GSK-3β and blocking the Wnt/β-catenin signaling pathway to cause down-regulation of the target genes CD44v6 and VEGF, which may be one of the molecular mechanisms by which Biejiajian Pills suppress the proliferation and invasiveness of hepatocellular carcinoma.
Animals ; Carcinoma, Hepatocellular ; metabolism ; pathology ; Down-Regulation ; Drugs, Chinese Herbal ; pharmacology ; Glycogen Synthase Kinase 3 ; metabolism ; Glycogen Synthase Kinase 3 beta ; Hep G2 Cells ; drug effects ; Humans ; Hyaluronan Receptors ; metabolism ; Liver Neoplasms ; metabolism ; pathology ; Phosphorylation ; Rats ; Vascular Endothelial Growth Factor A ; metabolism ; Wnt Signaling Pathway ; drug effects ; beta Catenin ; metabolism
9.Study on discrimination mode of cold and hot properties of traditional Chinese medicines based on biological effects.
Li-Ping HUANG ; Ming-Feng ZHU ; Ri-Yue YU ; Jiang-Qiang DU ; Hong-Ning LIU
China Journal of Chinese Materia Medica 2014;39(17):3353-3358
OBJECTIVETo observe the effect of cold or hot properties of traditional Chinese medicines (TCM) on biological effect indexes, and analyze the contribution of variables on cold or hot properties, in order to preliminarily establish the discrimination mode for the biological effects of cold or hot properties.
METHODRats were randomly divided into the blank control group, cold TCM groups (Coptidis Rhizoma, Scutellariae Radix, Phellodendri Cortex, Gardeniae Fructus, Sophorae Flavescentis Radix and Gentianae Radix) and hot TCM groups (Aconiti Lateralis Preparata Radix, Zingiberis Rhizoma, Alpiniae Officinarum Rhizoma, Zanthoxyli Pericarpium, Cinnamomi Cortex and Evodiae Fructus), and orally administered with 10 mL x kg(-1) of corresponding TCM water decoctions for 30 d, twice a day. Altogether 53 biological effect indexes correlated to cold or hot properties of traditional Chinese medicines were founded by searching literatures. The data warehouse were established by using data-mining software Clementine12.0. Data of the blank control group, cold TCM groups (Coptidis Rhizoma, Phellodendri Cortex, Gardeniae Fructus, Sophorae Flavescentis Radix, Gentianae Radix) and hot TCM groups (Aconiti Lateralis Preparata Radix, Zingiberis Rhizoma, Alpiniae Officinarum Rhizoma, Zanthoxyli Pericarpium, Cinnamomi Cortex) were selected into a training set. C5.0 algorithm and C&R classification and regression algorithm were adopted to define the importance of variable, create the decision trees, and test hot or cold properties of Evodiae Fructus and Scutellariae Radix.
RESULTAccording to C&R classification and regression algorithm, SDH activity of livers was the most important hot or cold property, with the significance closed to 30%. It was followed by triglyceride, liver Na' -K' -ATPase enzyme, muscle glycogen and platelet distribution width, with the accuracy up to 97.39% in models. C5.0 algorithm showed that liver SDH activity was the most important hot or cold property, with the significance closed to 40%. It was followed by triglyceride, GOT, muscle glycogen and liver Na(+)-K(+)-ATPase enzyme, with the accuracy up to 98.26% in models. The possibilities that Evodiae Fructus is in hot property and Scutellariae Radix is in cold property were 100. 00% and 77.78% by using both C&R classification and regression algorithm and C5.0 algorithm.
CONCLUSIONThe SDH activity of liver is the most important biological effect index to distinguish cold and hot properties of TCMs. The discrimination pathway or mode of cold and hot properties is closely related to energy metabolism.
Algorithms ; Animals ; Drugs, Chinese Herbal ; classification ; pharmacology ; Fruit ; chemistry ; Liver ; drug effects ; metabolism ; Liver Glycogen ; metabolism ; Male ; Medicine, Chinese Traditional ; methods ; Outcome Assessment (Health Care) ; methods ; Phytotherapy ; classification ; methods ; Plant Roots ; chemistry ; Plants, Medicinal ; chemistry ; classification ; Random Allocation ; Rats, Sprague-Dawley ; Rhizome ; chemistry ; Sodium-Potassium-Exchanging ATPase ; metabolism ; Succinate Dehydrogenase ; metabolism ; Triglycerides ; metabolism
10.Therapeutic effects of gegen qinlian decoction and its mechanism of action on type 2 diabetic rats.
Ying-meng LI ; Xue-mei FAN ; Yi-ming WANG ; Qiong-lin LIANG ; Guo-an LUO
Acta Pharmaceutica Sinica 2013;48(9):1415-1421
The objective of this study is to fully investigate the therapeutic effect and mechanisms of action of Gegen Qinlian decoction (GD) on type 2 diabetes mellitus (type 2 DM). A rat model of type 2 DM was established with the combination of high-fat diet and multiple low doses of streptozotocin (STZ). Biochemical indicators related to glucose metabolism disorders, insulin resistance, oxidative stress were observed. The type 2 DM rats were administrated with GD for 80 days, the above-mentioned indexes were detected. The results indicated that the hepatic glycogen synthesis level was promoted, fasting blood glucose level and fasting blood insulin level were significantly reduced, insulin sensitivity index was significantly improved; the level of superoxide dismutase (SOD) was increased and the level of malondialdehyde (MDA) was reduced; pathologic morphology of pancreas and kidney was ameliorated in the GD group. It was indicated that the therapeutic mechanisms of action of GD on type 2 DM might be related to its effect of ameliorating glucose metabolism disorders, relieving insulin resistance, increasing the tissues' sensitivity to insulin, improving the antioxidative ability of living system, GD has therapeutic effect on type 2 DM and protective effects against damaged pancreatic function.
Animals
;
Blood Glucose
;
metabolism
;
Diabetes Mellitus, Type 2
;
drug therapy
;
metabolism
;
pathology
;
Drugs, Chinese Herbal
;
isolation & purification
;
pharmacology
;
therapeutic use
;
Female
;
Glycogen
;
metabolism
;
Hypoglycemic Agents
;
isolation & purification
;
pharmacology
;
therapeutic use
;
Insulin
;
blood
;
Insulin Resistance
;
Kidney
;
pathology
;
Liver
;
metabolism
;
Male
;
Malondialdehyde
;
metabolism
;
Pancreas
;
pathology
;
Phytotherapy
;
Plants, Medicinal
;
chemistry
;
Random Allocation
;
Rats
;
Rats, Sprague-Dawley
;
Streptozocin
;
Superoxide Dismutase
;
metabolism

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