1.Artificial intelligence system of faster region-based convolutional neural network surpassing senior radiologists in evaluation of metastatic lymph nodes of rectal cancer.
Lei DING ; Guang-Wei LIU ; Bao-Chun ZHAO ; Yun-Peng ZHOU ; Shuai LI ; Zheng-Dong ZHANG ; Yu-Ting GUO ; Ai-Qin LI ; Yun LU ; Hong-Wei YAO ; Wei-Tang YUAN ; Gui-Ying WANG ; Dian-Liang ZHANG ; Lei WANG
Chinese Medical Journal 2019;132(4):379-387
BACKGROUND:
An artificial intelligence system of Faster Region-based Convolutional Neural Network (Faster R-CNN) is newly developed for the diagnosis of metastatic lymph node (LN) in rectal cancer patients. The primary objective of this study was to comprehensively verify its accuracy in clinical use.
METHODS:
Four hundred fourteen patients with rectal cancer discharged between January 2013 and March 2015 were collected from 6 clinical centers, and the magnetic resonance imaging data for pelvic metastatic LNs of each patient was identified by Faster R-CNN. Faster R-CNN based diagnoses were compared with radiologist based diagnoses and pathologist based diagnoses for methodological verification, using correlation analyses and consistency check. For clinical verification, the patients were retrospectively followed up by telephone for 36 months, with post-operative recurrence of rectal cancer as a clinical outcome; recurrence-free survivals of the patients were compared among different diagnostic groups, by methods of Kaplan-Meier and Cox hazards regression model.
RESULTS:
Significant correlations were observed between any 2 factors among the numbers of metastatic LNs separately diagnosed by radiologists, Faster R-CNN and pathologists, as evidenced by rradiologist-Faster R-CNN of 0.912, rPathologist-radiologist of 0.134, and rPathologist-Faster R-CNN of 0.448 respectively. The value of kappa coefficient in N staging between Faster R-CNN and pathologists was 0.573, and this value between radiologists and pathologists was 0.473. The 3 groups of Faster R-CNN, radiologists and pathologists showed no significant differences in the recurrence-free survival time for stage N0 and N1 patients, but significant differences were found for stage N2 patients.
CONCLUSION:
Faster R-CNN surpasses radiologists in the evaluation of pelvic metastatic LNs of rectal cancer, but is not on par with pathologists.
TRIAL REGISTRATION
www.chictr.org.cn (No. ChiCTR-DDD-17013842).
Adult
;
Aged
;
Aged, 80 and over
;
Artificial Intelligence
;
Female
;
Humans
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Lymphatic Metastasis
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Male
;
Middle Aged
;
Neoplasm Recurrence, Local
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Neoplasm Staging
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Neural Networks (Computer)
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Pathologists
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Radiologists
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Rectal Neoplasms
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diagnostic imaging
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mortality
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pathology
2.Value of serum gamma-glutamyl transpeptidase combined with direct bilirubin in the diagnosis of biliary atresia in infants.
Hai-Yan FU ; Rui-Qin ZHAO ; Ge-Lan BAI ; Chun-Lan YIN ; Run-Kai YIN ; Hai-Hua LI ; Wei-Na SHI ; Ya-Li LIU ; Li-Juan CHENG ; Xiao-Yun JIA ; Gui-Gui LI ; Shi-Guang ZHAO
Chinese Journal of Contemporary Pediatrics 2019;21(12):1198-1202
OBJECTIVE:
To study the value of serum gamma-glutamyl transpeptidase (GGT) combined with direct bilirubin (DB) in the diagnosis of biliary atresia.
METHODS:
A total of 667 infants with cholestasis who were hospitalized and treated from July 2010 to December 2018 were enrolled as subjects. According to the results of intraoperative cholangiography and follow-up, they were divided into biliary atresia group with 234 infants and cholestasis group with 433 infants. The two groups were compared in terms of age of onset, sex, and serum levels of total bilirubin (TB), DB, alanine aminotransferase (ALT), aspartate aminotransferase (AST), total bile acid (TBA), and GGT. A receiver operating characteristic (ROC) curve analysis was performed for indices with statistical significance, and the area under the ROC curve (AUC) and the optimal cut-off value for diagnosis were calculated.
RESULTS:
The biliary atresia group had a significantly younger age of onset than the cholestasis group (P<0.001). There were no significant differences in sex, ALT, and AST between the two groups (P>0.05), while the biliary atresia group had significantly higher serum levels of TB, DB, TBA, and GGT than the cholestasis group (P<0.05). GGT combined with DB had the highest AUC of 0.892 (95% confidence interval: 0.868-0.916) in the diagnosis of biliary atresia. At the optimal cut-off values of 324.0 U/L for GGT and 115.1 μmmol/L for DB, GGT combined with DB had a sensitivity of 79.8% and a specificity of 83.2% in the diagnosis of biliary atresia.
CONCLUSIONS
GGT combined with DB has high sensitivity and specificity in the diagnosis of biliary atresia and can be used as an effective indicator for diagnosis of biliary atresia in infants.
Alanine Transaminase
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Aspartate Aminotransferases
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Biliary Atresia
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diagnosis
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Bilirubin
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Humans
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Infant
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gamma-Glutamyltransferase
;
blood
3.Treatment of paediatric stone disease in middle and lower ureter with fascia dilator and ureteroscopic holmium laser
Shun-Hui YUAN ; De-Ling YANG ; Zhi-Peng LI ; Gui-Hua CAO ; Lu YU ; Chun-Wei YE ; Wei-Ming WAN
China Journal of Endoscopy 2018;24(1):93-95
Objective To evaluate the methods for treatment of paediatric stone disease in middle and lower ureter with fascia dilator and ureteroscopic holmium laser. Methods For 35 child patients with middle and lower ureteral calculi, the dilation of orifice was taken by 6.0 ~ 8.0 F fascia dilator, then ureteroscopic holmium laser lithotripsy followed. Results Among the 35 cases, 33 cases were the successful gravel, with a total rate of 94.3% gravel. In other two cases, the broken stones were rushed into the renal pelvis and ESWL was successfully carried. Conclusion Fascia dilator and ureteroscopic holmium laser in paediatric middle and lower ureteral calculi can improve the successful rate of operation and reduce the operation risks. It is safe and effective.
4.Gene mutations in unexplained infantile epileptic encephalopathy: an analysis of 47 cases.
Chun-Miao WEI ; Gui-Zhi XIA ; Rong-Na REN
Chinese Journal of Contemporary Pediatrics 2018;20(2):125-129
OBJECTIVETo investigate the characteristics of gene mutations in unexplained infantile epileptic encephalopathy (EE).
METHODSA total of 47 infants with unexplained infantile EE were enrolled, and next-generation sequencing was used to analyze gene mutations in these infants and their parents.
RESULTSOf all 47 infants, 23 were found to have gene mutations, among whom 13 had de novo mutations and 10 had heterozygous mutations inherited from their father or mother. Among the 23 infants with gene mutations, 17 were found to have the gene mutations related to EE (among whom 14 had ion channel gene mutations), 2 had the gene mutations related to congenital inherited metabolic diseases, 2 had the gene mutations related to brain structural abnormality, and 2 had the gene mutations related to mental retardation.
CONCLUSIONSUnexplained infantile EE may have gene mutations, mainly ion channel gene mutations.
5.New situation and new strategies——research and development and internationalization of new drugs and health products of traditional Chinese medicine
Ning JIANG ; Chun-Hui QI ; Liang CAO ; Lan-Ying CHEN ; Jin-Hui GU ; Yong KANG ; Inkyeom KIM ; Xiao-Yuan LIAN ; Yin LU ; Gui-Yuan LYU ; Ke NIE ; Yun QI ; SCHINI-KERTH VALÉRIE ; SPEDDING MICHAEL ; WAINWRIGHT CHERRY ; Yue-Hua WANG ; Wei XIAO ; Yong YANG ; Lin-Zhong YU ; Dan-Shen ZHANG ; Yong-He ZHANG ; Wen-Xia ZHOU ; Guan-Hua DU ; Yong-Xiang ZHANG
Chinese Journal of Pharmacology and Toxicology 2018;32(1):1-50
The 2017 China (Lianyungang) International Medical Technology Conference was held in Lianyungang,Jiangsu Province during November 15-17,2017.During this conference,the Division for Traditional Chinese Medicine and Natural Products Pharmacology of Chinese Pharmacological Society (CNPHARS) and Jiangsu Kanion Pharmaceutical Co. Ltd.jointly held the Forum on R&D and Interna-tionalization of New Drugs and Health Products of Traditional Chinese Medicine.The forum was co-chaired by Professor ZHANG Yong-xiang, President of CNPHARS, Chair of Division for Traditional Chinese Medicine and Natural Products Pharmacology of CNPHARS,and Chair of the Natural Product Section of Inter-national Union of Basic&Clinical Pharmacology(IUPHAR), Professor DU Guan-hua,former President of CNPHARS and Vice-Chair of Division for Traditional Chinese Medicine and Natural Products Pharmacology of CNPHARS,and Dr.XIAO Wei,Chairman of the Board of Jiangsu Kanion Pharmaceutical Co. Ltd. And Vice-Chair of Division for Traditional Chinese Medicine and Natural Products Pharmacology of CNPHARS. More than 70 scholars attended the forum, including four foreign experts [Michael SPEDDING, Secretary-General of IUPHAR; Professor Valérie B. SCHINI-KERTH, Vice-Chair of the Natural Product Section of IUPHAR; Professor Cherry WAINWRGHT, Director of Centre for Natural Product Drugs of Robert Gordon University; Professor InKyeom KIM, Director of the Korean Society of Pharmacology], members of the Division for Traditional Chinese Medicine and Natural Products Pharmacology of CNPHARS and leading researchers at Jiangsu Kanion Pharmaceutical Co.,Ltd.GU Jin-hui,Director of the Division of National Science and Technology Major Project for Drug Innovation,Department of Health Science,Technology and Education,National Health and Family Planning Commission of the People's Republic of China was also invited to attend the forum. Representatives discussed the R&D and internationalization of new drugs and health products of traditional Chinese medicine.The summary of views and advice of some experts was published here for the purpose of promoting domestic and overseas academic exchange, and playing an active role in improving the level of R&D and internationalization of new drugs and health products of traditional Chinese medicine in China.
6.Effect of Astragalus injection on cardiomyocyte apoptosis, endoplasmic reticulum stress and expression of connexin in cardiomyopathy rats induced by adriamycin.
Zhi-Hui HE ; Li-Qun SHAO ; Li-Ying XUAN ; Chun-Gui WANG ; Cheng-Xi WEI ; Yu WANG ; Ming ZHAO
Chinese Journal of Applied Physiology 2018;34(2):159-163
OBJECTIVES:
To investigate the effect of Astragalus injection on cardiomyocyte apoptosis, endoplasmic reticulum stress and connexin protein in cardiomyopathy rats induced by adriamycin.
METHODS:
Thirty-six male Wister rats were randomly divided into control group (=12), adriamycin(ADR) group (=12) and Astragalus group (=12). The normal saline (10 ml/kg body weight) was injected intraperitoneally in control group rats, ADR (2 mg/kg body weight) was injected intraperitoneally in ADR group rats, ADR (10 ml/kg body weight) and Astragalus injection (10 ml/kg body weight) were injected intraperitoneally in rats of astragalus group, one time a week, totle 3 times. By the end of the 7 week, the left ventricular end-diastolic diameter(LVEDD), left ventricular end-systolic diameter (LVESD) and left ventricular ejection fraction (LVEF) were measured by echocardiography. Then the rats in the three groups were sacrificed and the left ventricle section was stained by HE, Masson, uranyl acetate/lead citrate respectively, the cardiomyopathy and ultrastructural changes were observed under light microscope and transmission electron microscope. The apoptosis of rat cardiomyocyte were analyzed by TUNEL. The expression of connexin Cx43 and p-Cx43 was detected by immunohistochemistry. The expression of glucose-regulated protein 78 (Grp78),activating transcription factor 4 (ATF-4) and C/EBP homologous protein (CHOP) were detected by real time PCR.
RESULTS:
Compared with control group, LVEDD, LVESD increased and LVEF decreased, myocardial fibers were disordered and edematous, infiltrated by lymphocytes, the mitochondria were destroyed and vacuolized, and the number of cardiomyocyte apoptosis was increased(<0.01) in ADR group. The expression of Grp78, ATF-4, CHOP and p-Cx43 were increased, and the expression of Cx43 was decreased in ADR group. However, compared with ADR group, LVEDD, LVESD decreased and LVEF increased, the cardiomyopathy and ultrastructural changes were significantly improved, the number of cardiomyocyte apoptosis was significantly decreased (<0. 01); the expression of Grp78, ATF-4, CHOP and p-Cx43 decreased (<0.01); the expression of Cx43 increased in Astragalus group (<0.01).
CONCLUSIONS
Astragalus injection may effectively improve the myocardial damage induced by adriamycin, its mechanism may be related to the inhibition of endoplasmic reticulum stress (ERS) and the decrease of phosphorylation of CX43 in cardiomyopathy rats induced by adriamycin.
Animals
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Apoptosis
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Astragalus Plant
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chemistry
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Cardiomyopathies
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chemically induced
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drug therapy
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Doxorubicin
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adverse effects
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Drugs, Chinese Herbal
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pharmacology
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Endoplasmic Reticulum Stress
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drug effects
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Male
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Myocytes, Cardiac
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cytology
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drug effects
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Random Allocation
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Rats
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Rats, Wistar
7.Expression of CHMP4A and TSPYL-2 in early esophageal cancer and their significance
Rong YANG ; Li-Na SHANG ; Gui MA ; Li-Juan SONG ; Chun-Xia YANG ; Wei LIU ; Xin HE ; Ya-Qiong KANG ; Yan LUO ; Hai-Ke XIONG
Chinese Journal of Clinical and Experimental Pathology 2017;33(12):1324-1327
Purpose To investigate the role of CHMP4A and TSPYL-2 in early pathogenesis of esophageal cancer.Methods Through comparison of the four subtractive libraries,early esophageal squamous cell carcinoma genes CHMP4A and TSPYL-2 were chosen for further study.Through RT-PCR and immunohistochemistry methods,CHMP4A and TSPYL-2's expression was detected in esophageal squamous cell carcinoma tissue,cancerous tissue and normal esophageal mucosa.Results CHMP4A and TSPYL-2 expression between esophageal squamous cell carcinoma and normal esophageal epithelium tissue had significant differences (P < 0.05),and the CHMP4A gene expression in esophageal mucosa,field cancerization areas,esophageal squamous cell carcinoma tissue increased,while TSPYL-2 gene expression in esophageal mucosa,field cancerization areas,esophageal squamous cell carcinoma tissue decreased,which were consistent with the protein expression of CHMP4A and TSPYL-2.Conclusion CHMP4A and TSPYL-2 genes are differentially expressed in esophageal squamous cell carcinoma,which can be used as alternative genetic markers for further research.
8.Immunogenicity of recombinant Lactobacillus plantarum NC8 expressing goose parvovirus VP2 gene in BALB/c mice.
Yu Ying LIU ; Wen Tao YANG ; Shao Hua SHI ; Ya Jie LI ; Liang ZHAO ; Chun Wei SHI ; Fang Yu ZHOU ; Yan Long JIANG ; Jing Tao HU ; Wei GU ; Gui Lian YANG ; Chun Feng WANG
Journal of Veterinary Science 2017;18(2):159-167
Goose parvovirus (GPV) continues to be a threat to goose farms and has significant economic effects on the production of geese. Current commercially available vaccines only rarely prevent GPV infection. In our study, Lactobacillus (L.) plantarum NC8 was selected as a vector to express the VP2 gene of GPV, and recombinant L. plantarum pSIP409-VP2/NC8 was successfully constructed. The molecular weight of the expressed recombinant protein was approximately 70 kDa. Mice were immunized with a 2 × 109 colony-forming unit/200 µL dose of the recombinant L. plantarum strain, and the ratios and numbers of CD11c⁺, CD3⁺CD4⁺, CD3⁺CD8⁺, and interferon gamma- and tumor necrosis factor alpha-expressing spleen lymphocytes in the pSIP409-VP2/NC8 group were higher than those in the control groups. In addition, we assessed the capacity of L. plantarum SIP409-VP2/NC8 to induce secretory IgA production. We conclude that administered pSIP409-VP2/NC8 leads to relatively extensive cellular responses. This study provides information on GPV infection and offers a clear framework of options available for GPV control strategies.
Agriculture
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Animals
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Geese
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Immunization
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Immunoglobulin A, Secretory
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Interferons
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Lactobacillus plantarum*
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Lactobacillus*
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Lymphocytes
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Mice*
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Molecular Weight
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Parvovirus*
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Spleen
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Tumor Necrosis Factor-alpha
;
Vaccines
9.Characteristics, Management, and Outcomes of Acute Heart Failure in the Emergency Department: A Multicenter Registry Study with 1-year Follow-up in a Chinese Cohort in Beijing.
Guo-Gan WANG ; Si-Jia WANG ; Jian QIN ; Chun-Sheng LI ; Xue-Zhong YU ; Hong SHEN ; Li-Pei YANG ; Yan FU ; Ya-An ZHENG ; Bin ZHAO ; Dong-Min YU ; Fu-Jun QIN ; De-Gui ZHOU ; Ying LI ; Fu-Jun LIU ; Wei LI ; Wei ZHAO ; Xin GAO ; Zheng WANG ; Ming JIN ; Hong ZENG ; Yi LI ; Guo-Xing WANG ; Hong ZHOU ; Xiao-Lu SUN ; Peng-Bo WANG ; Kam-Sang WOO
Chinese Medical Journal 2017;130(16):1894-1901
BACKGROUNDThe emergency department (ED) has a pivotal influence on the management of acute heart failure (AHF), but data concerning current ED management are scarce. This Beijing AHF Registry Study investigated the characteristics, ED management, and short- and long-term clinical outcomes of AHF.
METHODSThis prospective, multicenter, observational study consecutively enrolled 3335 AHF patients who visited 14 EDs in Beijing from January 1, 2011, to September 23, 2012. Baseline data on characteristics and management were collected in the EDs. Follow-up data on death and readmissions were collected until November 31, 2013, with a response rate of 92.80%. The data were reported as median (interquartile range) for the continuous variables, or as number (percentage) for the categorical variables.
RESULTSThe median age of the enrolled patients was 71 (58-79) years, and 46.84% were women. In patients with AHF, coronary heart disease (43.27%) was the most common etiology, and myocardium ischemia (30.22%) was the main precipitant. Most of the patients in the ED received intravenous treatments, including diuretics (79.28%) and vasodilators (74.90%). Fewer patients in the ED received neurohormonal antagonists, and 25.94%, 31.12%, and 33.73% of patients received angiotensin converting enzyme inhibitors/angiotensin receptor blockers, beta-blockers, and spironolactone, respectively. The proportions of patients who were admitted, discharged, left against medical advice, and died were 55.53%, 33.58%, 7.08%, and 3.81%, respectively. All-cause mortalities at 30 days and 1 year were 15.30% and 32.27%, respectively.
CONCLUSIONSSubstantial details on characteristics and ED management of AHF were investigated. The clinical outcomes of AHF patients were dismal. Thus, further investigations of ED-based therapeutic approaches for AHF are needed.
10.Effects of Qizhi Jiangtang capsule on protein expressions of InsR, PI3K, GLUT2 and p-JNK in hepatic tissues of rats with type 2 diabetes.
Bo LIU ; Chun-Jiang YU ; Xiang-Bao MENG ; Fu-Chun WEN ; Hong-Wei ZHAO ; Gui-Bo SUN ; Tao DING ; Hui-Bo XU ; Xiao-Bo SUN
China Journal of Chinese Materia Medica 2016;41(11):1978-1982
To observe the hypoglycemic effect of Qizhi Jiangtang capsule in rats with type 2 diabetes, and investigate the preliminary mechanism of its hypoglycemic effect, type 2 diabetes rat models were established by high glucose and high fat combined with small dose of streptozotocin (STZ). After continuous administration for 6 weeks, blood glucose, and glycosylated serum protein (GSP) levels were detected in all of the animals; immunohistochemistry assay was used to detect the number of islet β cells; Western blot assay was used to detect the protein expression levels of insulin receptor (InsR), phosphoinositide-3 kinases (PI3K), glucose transporter-2 (GLUT2) and phosphorylated Jun N-terminal kinases (p-JNK)in hepatic tissues. The results showed that Qizhi Jiangtang capsule could reduce the blood sugar and GSP levels in serum in animals with type 2 diabetes mellitus, increase the level of insulin in serum and number of islet β cells, increase the protein expression levels of InsR, PI3K and GLUT2, and reduce the level of p-JNK protein expression. In conclusion, Qizhi Jiangtang capsule has relatively stable hypoglycemic effect, and the mechanism may be associated with increasing the number of islet β cells and level of insulin in serum, up-regulating the protein expression levels of InsR, PI3K and GLUT2, down-regulating the level of p-JNK protein expression in hepatic tissues, and reducing the level of insulin in hepatic tissues.

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