1.Habitat radiomics model in predicting the early therapeutic efficacy of hepatic arterial infusion chemotherapy combined with targeted therapy or immunotherapy for advanced hepatocellular carcinoma: a multi-center retrospective study
Mingsong WU ; Zenglong QUE ; Guanhui LI ; Jie LONG ; Yuxin TANG ; Hao ZHONG ; Shujie LAI ; Qixian YAN ; Jun WANG ; Xiang LAN ; Liangzhi WEN
Chinese Journal of Digestion 2025;45(2):89-99
Objective:To develop habitat radiomics models to predict early treatment responses to the hepatic arterial infusion chemotherapy (HAIC) combined with targeted therapy or immunotherapy in advanced hepatocellular carcinoma (HCC) patients, and to guide clinical diagnosis and treatment.Methods:From October 2021 to Decemeber 2023, at Army Characteristic Medical Center of PLA (Chongqing Daping Hospital) and the First Affiliated Hospital of Chongqing Medical University, 94 patients with advanced HCC who received HAIC combined with targeted therapy or immunotherapy were retrospectively enrolled. According to the treatment results, the patients were divided into response group and non-response group. Univariate and multivariate logistic regression were performed to analyze the clinical data of the patients. Based on contrast-enhanced CT images, tumor habitats were delineated and habitat features were extracted with k-means clustering, and the imaging features of arterial and venous phases were also extracted. The least absolute shrinkage and selection operator (LASSO) was used for dimensionality reduction. Feature selection was performed using LASSO to reduce dimensions, and then the selected features were further refined through stepwise logistic regression analysis.Binary logistic regression models were conducted to develop the habitat radiomics model, arterial phase radiomics model (APRM), venous phase radiomics model (VPRM), clinical data model, as well as the combination of radiomics model and clinical data model to predict early treatment (after 2 treatment cycles) response. Receiver operating characteristic curves (ROC) were plotted, and model performance was evaluated by the area under the curve (AUC), calibration curves, and decision curve. The models were validated through Bootstrap methods (1 000 times). DeLong test was used to compare AUC values.Results:The results of cluster analysis identified 3 characteristic habitats in HCC imaging: low-, medium-, and high-enhancement tumor habitats. The proportion of high-enhancement habitats was higher than that in the non-response group. A predictive model was established based on the proportions of these 3 habitats. Based on the proportion of low-, medium-, and high-enhancement habitats within the tumor, a habitat radiomics model was constructed. After LASSO selection and logistic regression analysis, 3 arterial phase and 3 venous phase radiomic features were selected to build the APRM and VPRM, respectively. Logistic regression analysis identified the following factors for the clinical data model: comorbidities ( OR=0.275, P=0.031), maximum tumor diameter ( OR=1.149, P=0.019), red blood cell count ( OR=0.463, P=0.022), alpha fetoprotein >400 μg/L ( OR=3.452, P=0.017), and tyrosine kinase inhibitor therapy ( OR=3.072, P=0.048). Among the single predictive model′s comparison, the AUC of habitat radiomics model was 0.860 (95% confidence interval(95% CI): 0.789 to 0.932), while those of the APRM、VPRM and clinical data model were 0.850 (95% CI: 0.773 to 0.926), 0.855 (95% CI: 0.782 to 0.928), and 0.774 (95% CI: 0.681 to 0.867), respectively, and there were no statistically significant among these models (all P>0.05). Among the combination models, the AUC of the habitat rediomic-clinical data combination model was 0.881 (95% CI: 0.814 to 0.947); the AUC of arterial phase rediomic-clinical data combination model was 0.897 (95% CI: 0.833 to 0.961); and the AUC of venous phase rediomic-clinical data combination model was 0.888 (95% CI: 0.826 to 0.951), but there were no statistically significant among the 3 models (all P>0.05). The calibration curve showed that the habitat rediomic-clinical data combination model had the most accurate predictive probability. Internal validation showed that the AUC of habitat rediomic-clinical data combination model was 0.848 (95% CI: 0.772 to 0.922), and the predictive performance was better than that of the clinical-data model (0.733 (95% CI: 0.670 to 0.863)). Conclusion:The habitat radiomics model based on enhanced CT can effectively predict early treatment responses to the HAIC combined with targeted therapy or immunotherapy in advanced HCC patients, which provides theoretical basis for individualized treatment in advanced HCC.
2.Habitat radiomics model in predicting the early therapeutic efficacy of hepatic arterial infusion chemotherapy combined with targeted therapy or immunotherapy for advanced hepatocellular carcinoma: a multi-center retrospective study
Mingsong WU ; Zenglong QUE ; Guanhui LI ; Jie LONG ; Yuxin TANG ; Hao ZHONG ; Shujie LAI ; Qixian YAN ; Jun WANG ; Xiang LAN ; Liangzhi WEN
Chinese Journal of Digestion 2025;45(2):89-99
Objective:To develop habitat radiomics models to predict early treatment responses to the hepatic arterial infusion chemotherapy (HAIC) combined with targeted therapy or immunotherapy in advanced hepatocellular carcinoma (HCC) patients, and to guide clinical diagnosis and treatment.Methods:From October 2021 to Decemeber 2023, at Army Characteristic Medical Center of PLA (Chongqing Daping Hospital) and the First Affiliated Hospital of Chongqing Medical University, 94 patients with advanced HCC who received HAIC combined with targeted therapy or immunotherapy were retrospectively enrolled. According to the treatment results, the patients were divided into response group and non-response group. Univariate and multivariate logistic regression were performed to analyze the clinical data of the patients. Based on contrast-enhanced CT images, tumor habitats were delineated and habitat features were extracted with k-means clustering, and the imaging features of arterial and venous phases were also extracted. The least absolute shrinkage and selection operator (LASSO) was used for dimensionality reduction. Feature selection was performed using LASSO to reduce dimensions, and then the selected features were further refined through stepwise logistic regression analysis.Binary logistic regression models were conducted to develop the habitat radiomics model, arterial phase radiomics model (APRM), venous phase radiomics model (VPRM), clinical data model, as well as the combination of radiomics model and clinical data model to predict early treatment (after 2 treatment cycles) response. Receiver operating characteristic curves (ROC) were plotted, and model performance was evaluated by the area under the curve (AUC), calibration curves, and decision curve. The models were validated through Bootstrap methods (1 000 times). DeLong test was used to compare AUC values.Results:The results of cluster analysis identified 3 characteristic habitats in HCC imaging: low-, medium-, and high-enhancement tumor habitats. The proportion of high-enhancement habitats was higher than that in the non-response group. A predictive model was established based on the proportions of these 3 habitats. Based on the proportion of low-, medium-, and high-enhancement habitats within the tumor, a habitat radiomics model was constructed. After LASSO selection and logistic regression analysis, 3 arterial phase and 3 venous phase radiomic features were selected to build the APRM and VPRM, respectively. Logistic regression analysis identified the following factors for the clinical data model: comorbidities ( OR=0.275, P=0.031), maximum tumor diameter ( OR=1.149, P=0.019), red blood cell count ( OR=0.463, P=0.022), alpha fetoprotein >400 μg/L ( OR=3.452, P=0.017), and tyrosine kinase inhibitor therapy ( OR=3.072, P=0.048). Among the single predictive model′s comparison, the AUC of habitat radiomics model was 0.860 (95% confidence interval(95% CI): 0.789 to 0.932), while those of the APRM、VPRM and clinical data model were 0.850 (95% CI: 0.773 to 0.926), 0.855 (95% CI: 0.782 to 0.928), and 0.774 (95% CI: 0.681 to 0.867), respectively, and there were no statistically significant among these models (all P>0.05). Among the combination models, the AUC of the habitat rediomic-clinical data combination model was 0.881 (95% CI: 0.814 to 0.947); the AUC of arterial phase rediomic-clinical data combination model was 0.897 (95% CI: 0.833 to 0.961); and the AUC of venous phase rediomic-clinical data combination model was 0.888 (95% CI: 0.826 to 0.951), but there were no statistically significant among the 3 models (all P>0.05). The calibration curve showed that the habitat rediomic-clinical data combination model had the most accurate predictive probability. Internal validation showed that the AUC of habitat rediomic-clinical data combination model was 0.848 (95% CI: 0.772 to 0.922), and the predictive performance was better than that of the clinical-data model (0.733 (95% CI: 0.670 to 0.863)). Conclusion:The habitat radiomics model based on enhanced CT can effectively predict early treatment responses to the HAIC combined with targeted therapy or immunotherapy in advanced HCC patients, which provides theoretical basis for individualized treatment in advanced HCC.
3.Summary of the best evidence for exercise management in patients with tumor-associated sarcopenia
Lihong YANG ; Sujuan HAO ; Xuefang YANG ; Shujie HAO ; Huan DING ; Bin GU ; Xiaolian GU
Chinese Journal of Modern Nursing 2024;30(5):624-631
Objective:To summarize the best evidence of exercise management of tumor-associated sarcopenia and provide reference for medical personnel to formulate individualized exercise intervention plans.Methods:BMJ Best Practice, UpToDate, Cochrane Library, Embase, PubMed, CINAHL, China Biology Medicine disc, China National Knowledge Infrastructure, Wanfang database, National Guideline Clearinghouse, Scottish Intercollegiate Guidelines Network, and other databases were searched by computer for literature on exercise intervention for patients with tumor-associated sarcopenia, including clinical decision making, guidelines, expert consensus, evidence summary and systematic reviews. The search period was from the establishment of the databases to April 23, 2023. Two researchers independently conducted literature quality evaluation, evidence extraction, and integration.Results:A total of 12 articles were included, including 4 guidelines, 3 expert consensus papers, and 5 systematic reviews. A total of 32 pieces of evidence were summarized from five aspects, including exercise evaluation, exercise timing, exercise plan, exercise management, and evaluation indicators.Conclusions:This study summarizes the best evidence for exercise intervention in patients with tumor-associated sarcopenia and suggestes that medical staff should apply the proof according to the clinical context and the patient's wishes.
4.High concentration of IL-17A inhibits autophagy of osteoclast precursor cells and inhibits osteoclast differentiation through PI3K/Akt pathway
Shujie YUAN ; Hao TANG ; Shida ZHU ; Kai CHEN ; Chuntao LIANG ; Yuanxin LI ; Hongkai WANG
Chinese Journal of Orthopaedics 2024;44(15):1025-1033
Objective:To investigate the effect and molecular mechanism of high concentration of IL-17A on osteoclast differentiation by inhibiting autophagy of osteoclast precursor cells through PI3K/Akt pathway.Methods:With RANKL (50 ng/ml) inducing osteoclast precursor cells (osteoclast we cells, OCPs), osteoclast differentiation model is set up. In osteoclast differentiation model of high levels of IL-17A (100 ng/ml), RAW264.7 cells were divided into negative control CTR-N group, CTR-R group with RANKL, IL-17A group, IL-17A+LY294002 group. BMMs were divided into negative control CTR-N group with M-CSF, CTR-R group, IL-17A group and IL-17A+LY294002 group with M-CSF and RANKL. IL-17A was applied to OCPs, and tartrate-resistant acid phosphatase (TRAP) staining was used to observe the number of osteoclast differentiation. The number of autolysosomes was observed under transmission electron microscope. RAW264.7 was treated with IL-17A. Western blot was used to detect the relative expression levels of p-Akt/Akt, p-mtor/mTOR, p-PI3K/PI3K, p-ULK1/ULK1, Cleaved-caspase3/caspase3, Beclin1/β-actin. The apoptosis rate of RAW264.7 cells treated with IL-17A was detected by flow cytometry. OCPs were treated with IL-17A and PI3K inhibitor LY294002, and TRAP staining was used to observe the number of osteoclast differentiation.Results:The TRAP staining showed that the positive ratio for RAW264.7 cells CTR-N group, CTR-R group, IL-17A group was 1.33%±0.58%, 100%±3.01%, 51.11%±4.02% with that of IL-17A significantly lower than CTR-R group ( t=16.970, P<0.05). The positive rates of BMMs in the CTR-N group, CTR-R group and IL-17A group were 1.67%±0.58%, 100%±1.01% and 50.33%±2.52%, respectively, with that of IL-17A group significantly lower than CTR-R group ( t=31.770, P<0.05). Transmission electron microscopy showed that the number of autophagosomes in RAW264.7 cells in CTR-R group and IL-17A group were 3.67±1.53 and 0.67±0.58, respectively, with significant difference between the groups ( t=3.182, P<0.05). While in BMMs cells CTR-R group and IL-17 the numbers of autophagosome were 3.00±1.00 and 0.33±0.58 with significant difference ( t=4.000, P<0.05); Western blot results showed 0.69±0.03、0.69±0.13、1.47±0.13、0.78±0.04、0.66±0.10、0.82±0.03 for RAW264.7 cells CTR-R group Akt/Akt, p-mTOR/mTOR, p-PI3K/PI3K, p-ULK1/ULK1, Cleaved caspase3/caspase3, Beclin1/β-Actin and 0.89±0.04、1.14±0.18、1.87±0.04、0.53±0.09、0.93±0.02、0.54±0.03 for RAW264.7 cells IL-17A group p-Akt/Akt, p-mTOR/mTOR, p-PI3K/PI3K, p-ULK1/ULK1, Cleaved caspase3/caspase3, Beclin1/β-Actin with significant difference ( t=6.708; t= 3.497; t=5.424; t=4.542; t=4.638; t=11.220, all P<0.05); Flow cytometry detection showed that in CTR-R group, IL-17A RAW264.7 cells apoptosis rates of group A were 6.92%±0.62%, 12.12%±0.69%, with significant difference between the two groups ( t=9.747, P<0.05); After using LY294002 TRAP staining, it showed a positive result of 9.00%±2.00%, 158.33%±3.51%, 100%±2.65% and 128.99%±4.01% for CTR-N, CTR-R, IL-17A and IL-17A+LY294002 in RAW264.7 cells respectively with significant difference between IL-17A+LY294002 group and the IL-17A in group A ( t=10.470, P<0.05). For BMMs cells CTR-N, CTR-R group, IL-17A in group, IL-17A+LY294002 group, the positive rate was 8.01%±0.99%, 151.67%±4.51%, 100%±3.61%, with significant difference between IL-17A+LY294002 group and IL-17A group ( t=6.535, P<0.05). Conclusion:High concentration of IL-17A inhibits osteoclast differentiation by inhibiting autophagy of osteoclast precursor cells through PI3K/Akt pathway.
5.Early management after left ventricular assist device implantation in 22 patients: a single center experience
Wei WANG ; Yuan TANG ; Shujie LI ; Chao DU ; Zhihao LI ; Hao WANG ; Xiaocheng LIU
Chinese Journal of Thoracic and Cardiovascular Surgery 2023;39(9):535-539
Objective:To investigate and summarize the early management experience of 22 patients with end-stage heart failure(ESHF) who underwent left ventricular assist device(LVAD) implantation in an intensive care unit(ICU) in a single center.Methods:Data of 22 patients with ESHF treated with LVAD in the ICU of TEDA International Cardiovascular Hospital from September 2020 to August 2022 were retrospectively analyzed. There were 16 males and 6 females, aged from 20 to 67 years old, with a mean age of(51.0±13.3)years old. There were 21 cases with dilated cardiomyopathy, 1 case with ischemic cardiomyopathy, 6 cases with tricuspid regurgitation, 1 case with intra-aortic balloon pump for cardiogenic shock, and 5 cases with cardiac resynchronization therapy for arrhythmia. After the operation, all patients received restricted fluid therapy, a " stepwise" anticoagulation strategy, and strict blood pressure management. The postoperative complications and treatment process were reviewed, the treatment and management experience were summarized, and the prognosis of the patients was statistically analyzed.Results:All 22 patients survived within 90 days after surgery, and 21 patients(95.5%) recovered well, the pump works fine and there was no hemolysis and thrombosis of LVAD. Major complications included: 1 case of severe pneumonia(4.5%), 2 cases of pericardial tamponade(9.1%), 1 case of intracerebral hemorrhage(4.5%), 1 case of mediastinal infection(4.5%), 5 cases of positive occult blood in gastric juice(22.7%), no cases of right ventricular failure、aortic insufficiency and cerebral infarction. The duration of postoperative mechanical ventilation was 17(8.5, 51.5) h, and the ICU stay was 14(10, 27) days.Conclusion:LVAD is another effective treatment for patients with ESHF in addition to heart transplantation. Good postoperative blood pressure control, " stepwise" anticoagulation strategy and " restrictive" fluid management can reduce postoperative complications in the early phase of post-operation, which is crucial for the prognosis of patients with LVAD.
6.Short-term and long-term prognosis analysis of anatomical liver resection for the treatment of perihilar cholangiocarcinoma
Xianghao YE ; Zhipeng LIU ; Haisu DAI ; Yi GONG ; Hao LI ; Zhihua LONG ; Wei WANG ; Yuhan XIA ; Shujie PANG ; Longfei CHEN ; Xingchao LIU ; Haining FAN ; Jie BAI ; Yan JIANG ; Zhiyu CHEN
Tumor 2023;43(6):506-515
Objective:To explore the short-term and long-term prognostic outcomes of anatomical liver resection(AR)for patients with perihilar cholangio-carcinoma. Methods:This is a retrospective study.All data were obtained from 4 centers,including The First Affiliated Hospital of Army Medical University,Eastern Hepatobiliary Hospital of Naval Medical University,Sichuan Provincial People's Hospital and Affiliated Hospital of Qinghai University,of a multi-center database.A total of 305 consecutive perihilar cholangiocarcinoma patients receiving radical resection between January 2013 and June 2021 were included in this study.According to the method of liver resection,all patients were divided into the AR group(n=205)and the non-anatomical liver resection(NAR)group(n=100).The baseline characteristics,short-term prognosis and long-term prognosis of the 2 groups were compared. Results:The perioperative transfusion rate and the 30-day complication rate were significantly lower in the AR group than those in the NAR group(P<0.05).There was no statistically significant difference in the survival rates between the AR and the NAR groups(P>0.05). Conclusion:The 2 hepatic resection modalities had no obvious effect on the long-term prognosis of perihilar cholangiocarcinoma patients after radical resection,but choosing AR tends to achieve a better short-term prognosis and is worth promoting in clinical practice.
7.Analysis of occupational radiation sicknesses diagnosed in China from 2013 to 2017
Xiaoliang LI ; Yinping SU ; Shujie LEI ; Xipeng ZHAO ; Yinghua FU ; Shuxia HAO ; Jianxiang LIU ; Quanfu SUN
Chinese Journal of Radiological Medicine and Protection 2018;38(10):779-783
Objective To analyze the changes in distribution of occupational radiation cases reported from 2013 to 2017 in China and learn about the occupational health risks of radiation workers.Methods Descriptive analyses were made of regional distribution,disease category distribution,occupation category distribution and exposure mode distribution of these cases,according to the reports (2013-2017) of occupational radiation sickness from " Occupational Health of Radiation Workers Management System".Results There were 54 diagnostic radiology agencies for occupational radiation sickness in China that covered all provinces,autonomous regions and municipalities except Tibet and Production and Construction Corps of Xinjiang.A total of 106 new cases were reported from 2013 to 2017.Most of the cases were radiogenic neoplasm (43.40%),and chronic radiation sickness were from external exposure (16.98%) and radiation cataract (16.04%).Most of the cases (70.75%) were engaged in medical application and a small part of the cases (13.21%) engaged in industry application.Chronic exposure (80.19%) was the most frequent form of exposure mode,but acute exposure (5.66%) was very few.A part of cases (14.15%) were reported without exposure mode.Conclusions The morbidity of occupational radiation sickness declined generally in China and occupational health management of key workers should be strengthened continuously.
8.Progress in studies on the specificity of counterregulatory hormone response to hypoglycemia in children with type 1 diabetes mellitus
Shujie HAO ; Fish Folta ANNE ; Qingqing LOU
Chinese Journal of Modern Nursing 2017;23(21):2813-2816
Diabetes mellitus (DM) is one of the most common pediatric endocrine diseases,while hypoglycemia has become a major obstacle for DM control,which may lead to severe brain damage,growth and development restriction and even coma and death if the patients are not timely treated. In recent years,more and more scholars have paid attention to the anti-regulation effect of counterregulatory hormone response to hypoglycemia. Hence,it is crucial for us to prevent and treat DM by reviewing relevant studies and recognizing the specificity of counterregulatory hormone response to hypoglycemia in children with DM.
9.Changes of plasma levels of soluble VEGFR2 and SOD in hypertensive patients and hypertensive diabetic patients
Shujie YU ; Bin ZHOU ; Zhiming SONG ; Yong LIU ; Baoshun HAO ; Min WANG ; Zhen WU ; Lin CHEN ; Xiaoxian QIAN ; Jieming ZHU
Chinese Journal of Pathophysiology 2015;(5):797-801
AIM:To explore the changes of plasma levels of soluble vascular endothelial growth factor receptor 2 ( sVEGFR2) and superoxide dismutase ( SOD) in hypertensive patients and hypertensive diabetic patients.METHODS:In this cross-sectional study, 88 cases were enrolled, which were divided into hypertensive group (n=31), hypertensive diabetic group ( n=31 ) and control group ( n=26 ) .Blood pressure was obtained from each participant with mercury sphygmomanometer.The levels of sVEGFR2 and SOD were measured by ELISA.Meanwhile, the levels of plasma glucose, glycosylated hemoglobin A1c ( GHbA1c) and lipid profile were detected.RESULTS:The levels of total cholesterol ( TC) and body mass index (BMI) were significantly higher in hypertensive group than those in control group (P<0.05).The levels of TC, low-density lipoprotein cholesterol ( LDL-C) , triglyceride ( TG) , BMI, waist circumference were significantly higher in hypertensive diabetic group than those in control group (P<0.05).The plasma levels of sVEGFR2 and SOD in both hypertensive diabetic group and hypertensive group were significantly decreased compared with control group ( P<0.05), while the mean plasma levels of sVEGFR2 and SOD in hypertensive diabetic group were significantly decreased compared to the hypertensive group ( P<0.05 ) .A significantly positive correlation between sVEGFR2 and SOD in the whole study population (P<0.05) was observed.CONCLUSION: The plasma level of sVEGFR2 is decreased in both hypertensive and hypertensive diabetic patients, and more significantly decreased in hypertensive diabetic patients.De-creased SOD level may be associated with to the reduction of sVEGFR2.
10.Roles of PI3K and ERK signaling pathways in reduction of ischemia-reperfusion injury to isolated hearts by morphine preconditioning in rats with chronic heart failure
Shiyun JIN ; Shufang HE ; Hao WU ; Haijuan ZHU ; Shijin XU ; Shujie ZHANG ; Ye ZHANG
Chinese Journal of Anesthesiology 2014;34(4):470-473
Objective To evaluate the roles of 1-phosphatidylinositol 3-kinase (PI3K) and extracellular signal-regulated kinase (ERK) signaling pathways in reduction of ischemia-reperfusion (I/R) injury to the isolated hearts by morphine preconditioning in the rats with chronic heart failure.Methods Adult male Sprague-Dawley rats,weighing 200-230 g,in which doxorubicin 2.0 mg/kg was injected via the tail vein once a week for 6 weeks to induce chronic heart failure,were studied.At the end of 8th week,42 rats with chronic heart failure were randomly divided into 7 groups (n =6 each) using a random number table:sham operation group (group S),I/R group,morphine preconditioning group (group MP),PD98059 (ERK inhibitor) + morphine preconditioning group (group PD + MP),wortmannin (PI3K inhibitor) + morphine preconditioning group (group WT + MP),PD98059 group (group PD) and wortmannin group (group WT).The hearts were quickly excised and passively perfused in a Langendorff apparatus and subjected to 30 min of occlusion of the left coronary artery followed by 2 h of reperfusion to establish the model of I/R injury.In group S,the hearts were only sutured,but not ligated and were continuously perfused with K-H solution for 195 min.In group I/R,the hearts were perfused with K-H solution for 45 min before ischemia.In group MP,the hearts were perfused with K-H solution for 15 min,with K-H solution containing morphine 1 μmol/L for 5 min and then with K-H solution for 5 min (3 cycles in total) before ischemia.In PD + MP and WT + MP groups,the hearts were perfused with K-H solution containing PD98059 (10 μmol/L) and wortmannin (100 nmol/L),respectively,starting from 10 min before morphine preconditioning until 5 min of ischemia.In PD and WT groups,the hearts were perfused with K-H solution containing PD98059 (10 μmol/L) and wortmannin (100 nmol/L),respectively,starting from 40 min before ischemia until 5 rin of ischemia.At 15 min of equilibration (baseline) and 5 and 10 min of reperfusion,the coronary flow was collected to detect the activity of lactate dehydrogenase (LDH).Infarct size (IS) and area at risk (AAR) were measured at the end of reperfusion and IS/AAR ratio was calculated.Results Compared with group S,LDH activity was significantly increased at 5 and 10 min of reperfusion,IS and IS/AAR ratio were also increased (P < 0.05),and no significant change was found in AAR in group I/R (P > 0.05).Compared with group I/R,LDH activity was significantly decreased at 5 min of reperfusion,IS and IS/AAR ratio were also decreased (P < 0.05),and no significant change was found in AAR in group MP,and no significant change was found in LDH activity,IS,AAR and IS/AAR ratio in WT and PD groups (P > 0.05).Compared with group MP,LDH activity was significantly increased at 5 and 10 min of reperfusion (P < 0.05),and IS and IS/AAR ratio were decreased in group PD + MP,and no significant change was found in LDH activity,IS,AAR and IS/AAR ratio in group WT + MP (P > 0.05).Conclusion Activation of ERK signaling pathway is involved in reduction of I/R injury to isolated hearts by morphine preconditioning in rats with chronic heart failure,however,PI3K signaling pathway has no such effect.

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