1.The relationship between tumor necrosis factor alpha inducible protein 8 family members 2,cell prolifera-tion nuclear antigen expression levels,and clinical pathological parameters and prognosis in endometrial cancer tissue
Yiyang ZHAI ; Yunyi MA ; Junying ZHAI ; Hongli NIU ; Ying WANG
The Journal of Practical Medicine 2025;41(3):379-384
Objective To analyze the expression levels of TIPE2 and Ki67 in endometrial carcinoma(EC)and their relationship with clinicopathological parameters and prognosis.Methods Tissue samples and clinical data of 96 patients with EC who underwent surgical resection,120 patients who underwent total hysterec-tomy due to uterine fibroids and 120 patients who underwent total hysterectomy or curettage admitted to our hospital from February 2020 to February 2022 were retrospectively collected as the research objects,which were divided into the EC group,the normal endometrial group and the atypical hyperplasia endometrial group,respectively.All 3 groups were followed up until March 28,2023.Immunohistochemistry was used to detect the expression levels of TIPE2 and Ki67 in tissue samples of the three groups,and to analyze the relationship between the levels of TIPE2 and Ki67 and clinicopathological parameters and prognosis.Receiver operating characteristic curve(ROC)was used to analyze its diagnostic value for poor prognosis.Results The expression levels of TIPE2 and Ki67 in cancer tissues of the EC group were higher than those of the normal endometrial group and the atypical hyperplasia endometrial group,and those of the atypical hyperplasia endometrial group were higher than those of the normal endometrial group(P<0.05).The expression levels of TIPE2 and Ki67 in EC tissues were higher in patients with FIGO stage Ⅲ,lymph node metastasis,postmenopausal status,and ER and PR negative than patients with stageⅡ,no lymph node metastasis,premenopausal status,and ER and PR positive(P<0.05).Moreover,the expres-sion level of Ki67 in EC tissues was higher in p53 positive patients than in p53 negative patients(P<0.05),and there was a positive correlation between the both expression levels of TIPE2 and Ki67 in EC tissues(r=0.569,P<0.05).Compared with the poor prognosis group,the expression levels of TIPE2 and Ki67 in EC tissues in the good prognosis group were downregulated(P<0.05),and the AUC value of the combined detection of TIPE2 and Ki67 expression levels was 0.905,which was significantly higher than that of the single detection(P<0.05),sensitivity was 86.67%and specificity was 87.88%,and the predictive value was higher.Conclusion TIPE2 and Ki67 were highly expressed in EC tissues,and there was a positive correlation between the two,and their high expressions were related to clinicopathological features,and their combined detection had high predictive value for poor prognosis of EC.
2.Construction and validation of a model for jointly predicting early pregnancy loss at 6 weeks of gestation after IVF-ET based on serum FGF-21,AMH,and NRP-1
Hongwei ZHANG ; Nan WANG ; Guoxi SHI ; Junying ZHAI ; Hongli NIU ; Ying WANG
The Journal of Practical Medicine 2025;41(22):3480-3489
Objective To investigate the predictive value of pre-transfer serum fibroblast growth factor 21(FGF-21),anti-Müllerian hormone(AMH),and neuropilin-1(NRP-1)for early pregnancy loss at 6 weeks following in vitro fertilization-embryo transfer(IVF-ET),and to establish an early predictive model based on serum biochemical markers.Methods This prospective study consecutively enrolled 322 women who achieved clinical pregnancy after IVF-ET at our center between September 2022 and September 2024.Participants were randomly divided into a modeling cohort(n=225)and a validation cohort(n=97)at a 7:3 ratio.According to ultrasound findings at 6 weeks of gestation,patients in the modeling cohort were classified into an early pregnancy loss group(n=59)and an ongoing pregnancy group(n=166).Baseline clinical characteristics and pre-transfer serum levels of FGF-21,AMH,and NRP-1 were collected.Multivariate logistic regression was applied to identify inde-pendent risk factors for early pregnancy loss and to construct a predictive model.Model discrimination,calibra-tion,and stability were evaluated using receiver operating characteristic(ROC)curves,the Hosmer-Lemeshow goodness-of-fit test,and bootstrap resampling in both cohorts.Results Univariate analysis revealed that the FSH/LH ratio,antral follicle count,and number of retrieved oocytes were significantly associated with early pregnancy loss(P<0.001).Compared with the ongoing pregnancy group,women with early loss showed significantly elevated pre-transfer serum FGF-21 levels,whereas AMH and NRP-1 levels were markedly reduced(P<0.001).Multivariate logistic regression demonstrated that an FSH/LH ratio<1.8(OR=1.629,P=0.002)and higher FGF-21 levels(OR=1.338,P=0.002)were independent risk factors,while higher AMH(OR=0.741,P=0.010)and NRP-1 levels(OR=0.874,P=0.007)were protective.Stratified analysis indicated that among patients with FSH/LH≥1.8,FGF-21 levels were significantly higher and AMH and NRP-1 levels significantly lower(all P<0.001).Interaction analysis further suggested that the FSH/LH ratio significantly modified the associations between these biomarkers and pregnancy loss risk(P for interaction<0.05).Specifically,in the higher FSH/LH subgroup,the risk effect of FGF-21 was amplified,while the protective effects of AMH and NRP-1 were more pronounced.The combined predictive model achieved C-indices of 0.869(95%CI:0.826~0.926)in the modeling cohort and 0.835(95%CI:0.811~0.907)in the validation cohort.Its AUC for predicting early pregnancy loss was 0.934 in the modeling co-hort and 0.909 in the validation cohort,both significantly outperforming individual markers(AUCs:FGF-21=0.867,AMH=0.881,NRP-1=0.853;Z=2.024,1.831;P<0.001).Decision curve analysis showed that the model provided consistent net clinical benefit across threshold probabilities of 0.1~0.4,underscoring its clinical utility.Conclusions Elevated pre-transfer serum FGF-21 and reduced AMH and NRP-1 levels are strongly associ-ated with early pregnancy loss at 6 weeks after IVF-ET.The predictive model developed in this study demonstrates robust accuracy and stability,offering substantial clinical application value for early risk stratification.
3.Relationship between NLRP,NF-κB and Caspase-1 levels in peripheral blood mononuclear cells and pregnancy outcome in patients with recurrent spontaneous abortion and reproductive tract infection
Guoxi SHI ; Hongli NIU ; Hongwei ZHONG ; Nan WANG ; Junying ZHAI ; Ying WANG
Chinese Journal of Nosocomiology 2025;35(11):1665-1669
OBJECTIVE To analyze the levels of NOD like receptor thermal protein domain associated protein 3(NLRP3),nuclear factor κB(NF-κB)and Caspase-1 in peripheral blood mononuclear cells in patients with recur-rent spontaneous abortion(RSA)and reproductive tract infection(RTI),and the relationship between above inde-xes and pregnancy outcome.METHODS A total of 136 patients with RSA and RTI who were admitted to Nanyang First People's Hospital from Mar.2021 to Apr.2024 were selected as the study group,70 patients with RSA but without RTI during the same period were selected as the control group,and those patients with RSA and RTI who were pregnant again were divided into the continued pregnancy group and the abortion group based on their preg-nancy outcomes.The levels of NLRP,NF-κB and caspase-1 in peripheral blood mononuclear cells were compared between the study group and the control group,Multivariate logistic regression analysis was used to identify risk factors for adverse pregnancy outcomes in patients with RSA and RTI.Receiver's operating characteristic(ROC)curves were used to evaluate the value of NLRP,NF-κB,and Caspase-1 in peripheral blood mononuclear cells in predicting pregnancy outcomes of patients with RSA and RTI.RESULTS The levels of NLRP,NF-κB and caspase-1 in the study group were(1.93±0.49),(1.82±0.41)and(2.23±0.41)respectively,which were higher than those in the control group(P<0.05).The proportion of abortion in the study group was 39.79%,which was higher than that in the control group(P=0.036).Pre-pregnancy body mass index(BMI)and the levels of glycated hemoglobin,triacylglycerol,NLRP,NF-κB and Caspase-1 in the abortion group were higher than those in the continued pregnancy group.Multivariate logistic regression analysis showed that NLRP3(OR=4.721,95%CI:1.336-16.680,P=0.016),NF-κB(OR=4.669,95%CI:1.495-14.58,P=0.008),caspase-1(OR=4.358,95%CI:1.260-15.070,P=0.023)and pre-pregnancy BMI(OR=2.927,95%CI:1.280-6.693,P=0.011)were risk factors affecting pregnancy outcomes of patients with RSA and RTI(P<0.05).ROC curves indicated that the area under the curve(AUC)of NLRP,NF-κB and Caspase-1 for pregnancy outcome in patients with RSA combined with RTI was 0.846,0.885 and 0.938.CONCLUSION The NLRP,NF-κB and Caspase-1 in peripheral blood mononuclear cells is highly expressed in patients with RSA and RTI,and the high expression of the above indicators is closely related to the adverse pregnancy of patients,which can be used as a predictor of pregnancy outcomes in patients with RSA and RTI.
4.Construction and validation of a model for jointly predicting early pregnancy loss at 6 weeks of gestation after IVF-ET based on serum FGF-21,AMH,and NRP-1
Hongwei ZHANG ; Nan WANG ; Guoxi SHI ; Junying ZHAI ; Hongli NIU ; Ying WANG
The Journal of Practical Medicine 2025;41(22):3480-3489
Objective To investigate the predictive value of pre-transfer serum fibroblast growth factor 21(FGF-21),anti-Müllerian hormone(AMH),and neuropilin-1(NRP-1)for early pregnancy loss at 6 weeks following in vitro fertilization-embryo transfer(IVF-ET),and to establish an early predictive model based on serum biochemical markers.Methods This prospective study consecutively enrolled 322 women who achieved clinical pregnancy after IVF-ET at our center between September 2022 and September 2024.Participants were randomly divided into a modeling cohort(n=225)and a validation cohort(n=97)at a 7:3 ratio.According to ultrasound findings at 6 weeks of gestation,patients in the modeling cohort were classified into an early pregnancy loss group(n=59)and an ongoing pregnancy group(n=166).Baseline clinical characteristics and pre-transfer serum levels of FGF-21,AMH,and NRP-1 were collected.Multivariate logistic regression was applied to identify inde-pendent risk factors for early pregnancy loss and to construct a predictive model.Model discrimination,calibra-tion,and stability were evaluated using receiver operating characteristic(ROC)curves,the Hosmer-Lemeshow goodness-of-fit test,and bootstrap resampling in both cohorts.Results Univariate analysis revealed that the FSH/LH ratio,antral follicle count,and number of retrieved oocytes were significantly associated with early pregnancy loss(P<0.001).Compared with the ongoing pregnancy group,women with early loss showed significantly elevated pre-transfer serum FGF-21 levels,whereas AMH and NRP-1 levels were markedly reduced(P<0.001).Multivariate logistic regression demonstrated that an FSH/LH ratio<1.8(OR=1.629,P=0.002)and higher FGF-21 levels(OR=1.338,P=0.002)were independent risk factors,while higher AMH(OR=0.741,P=0.010)and NRP-1 levels(OR=0.874,P=0.007)were protective.Stratified analysis indicated that among patients with FSH/LH≥1.8,FGF-21 levels were significantly higher and AMH and NRP-1 levels significantly lower(all P<0.001).Interaction analysis further suggested that the FSH/LH ratio significantly modified the associations between these biomarkers and pregnancy loss risk(P for interaction<0.05).Specifically,in the higher FSH/LH subgroup,the risk effect of FGF-21 was amplified,while the protective effects of AMH and NRP-1 were more pronounced.The combined predictive model achieved C-indices of 0.869(95%CI:0.826~0.926)in the modeling cohort and 0.835(95%CI:0.811~0.907)in the validation cohort.Its AUC for predicting early pregnancy loss was 0.934 in the modeling co-hort and 0.909 in the validation cohort,both significantly outperforming individual markers(AUCs:FGF-21=0.867,AMH=0.881,NRP-1=0.853;Z=2.024,1.831;P<0.001).Decision curve analysis showed that the model provided consistent net clinical benefit across threshold probabilities of 0.1~0.4,underscoring its clinical utility.Conclusions Elevated pre-transfer serum FGF-21 and reduced AMH and NRP-1 levels are strongly associ-ated with early pregnancy loss at 6 weeks after IVF-ET.The predictive model developed in this study demonstrates robust accuracy and stability,offering substantial clinical application value for early risk stratification.
5.Relationship between NLRP,NF-κB and Caspase-1 levels in peripheral blood mononuclear cells and pregnancy outcome in patients with recurrent spontaneous abortion and reproductive tract infection
Guoxi SHI ; Hongli NIU ; Hongwei ZHONG ; Nan WANG ; Junying ZHAI ; Ying WANG
Chinese Journal of Nosocomiology 2025;35(11):1665-1669
OBJECTIVE To analyze the levels of NOD like receptor thermal protein domain associated protein 3(NLRP3),nuclear factor κB(NF-κB)and Caspase-1 in peripheral blood mononuclear cells in patients with recur-rent spontaneous abortion(RSA)and reproductive tract infection(RTI),and the relationship between above inde-xes and pregnancy outcome.METHODS A total of 136 patients with RSA and RTI who were admitted to Nanyang First People's Hospital from Mar.2021 to Apr.2024 were selected as the study group,70 patients with RSA but without RTI during the same period were selected as the control group,and those patients with RSA and RTI who were pregnant again were divided into the continued pregnancy group and the abortion group based on their preg-nancy outcomes.The levels of NLRP,NF-κB and caspase-1 in peripheral blood mononuclear cells were compared between the study group and the control group,Multivariate logistic regression analysis was used to identify risk factors for adverse pregnancy outcomes in patients with RSA and RTI.Receiver's operating characteristic(ROC)curves were used to evaluate the value of NLRP,NF-κB,and Caspase-1 in peripheral blood mononuclear cells in predicting pregnancy outcomes of patients with RSA and RTI.RESULTS The levels of NLRP,NF-κB and caspase-1 in the study group were(1.93±0.49),(1.82±0.41)and(2.23±0.41)respectively,which were higher than those in the control group(P<0.05).The proportion of abortion in the study group was 39.79%,which was higher than that in the control group(P=0.036).Pre-pregnancy body mass index(BMI)and the levels of glycated hemoglobin,triacylglycerol,NLRP,NF-κB and Caspase-1 in the abortion group were higher than those in the continued pregnancy group.Multivariate logistic regression analysis showed that NLRP3(OR=4.721,95%CI:1.336-16.680,P=0.016),NF-κB(OR=4.669,95%CI:1.495-14.58,P=0.008),caspase-1(OR=4.358,95%CI:1.260-15.070,P=0.023)and pre-pregnancy BMI(OR=2.927,95%CI:1.280-6.693,P=0.011)were risk factors affecting pregnancy outcomes of patients with RSA and RTI(P<0.05).ROC curves indicated that the area under the curve(AUC)of NLRP,NF-κB and Caspase-1 for pregnancy outcome in patients with RSA combined with RTI was 0.846,0.885 and 0.938.CONCLUSION The NLRP,NF-κB and Caspase-1 in peripheral blood mononuclear cells is highly expressed in patients with RSA and RTI,and the high expression of the above indicators is closely related to the adverse pregnancy of patients,which can be used as a predictor of pregnancy outcomes in patients with RSA and RTI.
6.The relationship between tumor necrosis factor alpha inducible protein 8 family members 2,cell prolifera-tion nuclear antigen expression levels,and clinical pathological parameters and prognosis in endometrial cancer tissue
Yiyang ZHAI ; Yunyi MA ; Junying ZHAI ; Hongli NIU ; Ying WANG
The Journal of Practical Medicine 2025;41(3):379-384
Objective To analyze the expression levels of TIPE2 and Ki67 in endometrial carcinoma(EC)and their relationship with clinicopathological parameters and prognosis.Methods Tissue samples and clinical data of 96 patients with EC who underwent surgical resection,120 patients who underwent total hysterec-tomy due to uterine fibroids and 120 patients who underwent total hysterectomy or curettage admitted to our hospital from February 2020 to February 2022 were retrospectively collected as the research objects,which were divided into the EC group,the normal endometrial group and the atypical hyperplasia endometrial group,respectively.All 3 groups were followed up until March 28,2023.Immunohistochemistry was used to detect the expression levels of TIPE2 and Ki67 in tissue samples of the three groups,and to analyze the relationship between the levels of TIPE2 and Ki67 and clinicopathological parameters and prognosis.Receiver operating characteristic curve(ROC)was used to analyze its diagnostic value for poor prognosis.Results The expression levels of TIPE2 and Ki67 in cancer tissues of the EC group were higher than those of the normal endometrial group and the atypical hyperplasia endometrial group,and those of the atypical hyperplasia endometrial group were higher than those of the normal endometrial group(P<0.05).The expression levels of TIPE2 and Ki67 in EC tissues were higher in patients with FIGO stage Ⅲ,lymph node metastasis,postmenopausal status,and ER and PR negative than patients with stageⅡ,no lymph node metastasis,premenopausal status,and ER and PR positive(P<0.05).Moreover,the expres-sion level of Ki67 in EC tissues was higher in p53 positive patients than in p53 negative patients(P<0.05),and there was a positive correlation between the both expression levels of TIPE2 and Ki67 in EC tissues(r=0.569,P<0.05).Compared with the poor prognosis group,the expression levels of TIPE2 and Ki67 in EC tissues in the good prognosis group were downregulated(P<0.05),and the AUC value of the combined detection of TIPE2 and Ki67 expression levels was 0.905,which was significantly higher than that of the single detection(P<0.05),sensitivity was 86.67%and specificity was 87.88%,and the predictive value was higher.Conclusion TIPE2 and Ki67 were highly expressed in EC tissues,and there was a positive correlation between the two,and their high expressions were related to clinicopathological features,and their combined detection had high predictive value for poor prognosis of EC.
7.Research on three-dimensional skull repair by combining residual and informer attention.
Chuanbo QIN ; Junbo ZENG ; Bin ZHENG ; Junying ZENG ; Yikui ZHAI ; Wenguang ZHANG ; Jingwen YAN
Journal of Biomedical Engineering 2022;39(5):897-908
Cranial defects may result from clinical brain tumor surgery or accidental trauma. The defect skulls require hand-designed skull implants to repair. The edge of the skull implant needs to be accurately matched to the boundary of the skull wound with various defects. For the manual design of cranial implants, it is time-consuming and technically demanding, and the accuracy is low. Therefore, an informer residual attention U-Net (IRA-Unet) for the automatic design of three-dimensional (3D) skull implants was proposed in this paper. Informer was applied from the field of natural language processing to the field of computer vision for attention extraction. Informer attention can extract attention and make the model focus more on the location of the skull defect. Informer attention can also reduce the computation and parameter count from N 2 to log( N). Furthermore,the informer residual attention is constructed. The informer attention and the residual are combined and placed in the position of the model close to the output layer. Thus, the model can select and synthesize the global receptive field and local information to improve the model accuracy and speed up the model convergence. In this paper, the open data set of the AutoImplant 2020 was used for training and testing, and the effects of direct and indirect acquisition of skull implants on the results were compared and analyzed in the experimental part. The experimental results show that the performance of the model is robust on the test set of 110 cases fromAutoImplant 2020. The Dice coefficient and Hausdorff distance are 0.940 4 and 3.686 6, respectively. The proposed model reduces the resources required to run the model while maintaining the accuracy of the cranial implant shape, and effectively assists the surgeon in automating the design of efficient cranial repair, thereby improving the quality of the patient's postoperative recovery.
Humans
;
Computer-Aided Design
;
Skull/surgery*
;
Prostheses and Implants
;
Head
8.Exploration of the high-risk factors of catheter-related thrombosis in breast cancer
Binliang LIU ; Junying XIE ; Yanfeng WANG ; Zongbi YI ; Xiuwen GUAN ; Lixi LI ; Jingtong ZHAI ; Hui LI ; Hong LI ; Fei MA
Chinese Journal of Oncology 2021;43(8):838-842
Objective:To explore the high risk factors of catheter-related thrombosis (CRT) in breast cancer patients, and provide the basis for the development of appropriate prevention and treatment strategies.Methods:A total of 1 432 breast cancer patients scheduled to receive central venous catheterization in National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College from January 1, 2015 to August 31, 2019 were selected. Baseline information and catheterization information of patients were collected. The occurrence of CRT was confirmed by vascular ultrasound examination, and the influencing factors of CRT were analyzed.Results:The total number of catheter days were 121, 980 days in 1 432 patients with breast cancer, and the average number of catheter days in each patient was 85.2 days. The incidence of CRT was 6.8% (97/1 432), which was 0.79 cases/1 000 catheter days. Among 815 patients with centrally inserted central venous catheters (CICC), 43 (5.3%) had CRT, which was 0.70 cases/1 000 catheter days. Among 617 patients with peripherally inserted central venous catheters (PICC), 54 (8.8%) developed CRT, which was 0.90 cases/1 000 catheter days. CRT was most common in subclavian vein (63.9%). Multivariate regression analysis showed that age ≥ 60 years old ( OR=1.712, 95% CI: 1.056-2.775, P=0.029), PICC ( OR=1.732, 95% CI: 1.130-2.656, P=0.012), the catheter position except subclavian vein ( OR=10.420, 95% CI: 1.207-89.991), secondary adjustment of catheter position ( OR=3.985, 95% CI: 1.510-10.521, P=0.005) and high D-Dimer level ( OR=1.129, 95% CI: 1.026-1.241, P=0.012)were independent risk factors for CRT. Conclusions:The CRT problem can′t be ignored in the clinical treatment of breast cancer patients with central venous catheterization. Screening the appropriate age of patients and the type of central venous catheters, reducing the secondary adjustment of catheter position, and timely monitoring the level of D-dimer are helpful to the prevention and treatment of CRT.
9.Exploration of the high-risk factors of catheter-related thrombosis in breast cancer
Binliang LIU ; Junying XIE ; Yanfeng WANG ; Zongbi YI ; Xiuwen GUAN ; Lixi LI ; Jingtong ZHAI ; Hui LI ; Hong LI ; Fei MA
Chinese Journal of Oncology 2021;43(8):838-842
Objective:To explore the high risk factors of catheter-related thrombosis (CRT) in breast cancer patients, and provide the basis for the development of appropriate prevention and treatment strategies.Methods:A total of 1 432 breast cancer patients scheduled to receive central venous catheterization in National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College from January 1, 2015 to August 31, 2019 were selected. Baseline information and catheterization information of patients were collected. The occurrence of CRT was confirmed by vascular ultrasound examination, and the influencing factors of CRT were analyzed.Results:The total number of catheter days were 121, 980 days in 1 432 patients with breast cancer, and the average number of catheter days in each patient was 85.2 days. The incidence of CRT was 6.8% (97/1 432), which was 0.79 cases/1 000 catheter days. Among 815 patients with centrally inserted central venous catheters (CICC), 43 (5.3%) had CRT, which was 0.70 cases/1 000 catheter days. Among 617 patients with peripherally inserted central venous catheters (PICC), 54 (8.8%) developed CRT, which was 0.90 cases/1 000 catheter days. CRT was most common in subclavian vein (63.9%). Multivariate regression analysis showed that age ≥ 60 years old ( OR=1.712, 95% CI: 1.056-2.775, P=0.029), PICC ( OR=1.732, 95% CI: 1.130-2.656, P=0.012), the catheter position except subclavian vein ( OR=10.420, 95% CI: 1.207-89.991), secondary adjustment of catheter position ( OR=3.985, 95% CI: 1.510-10.521, P=0.005) and high D-Dimer level ( OR=1.129, 95% CI: 1.026-1.241, P=0.012)were independent risk factors for CRT. Conclusions:The CRT problem can′t be ignored in the clinical treatment of breast cancer patients with central venous catheterization. Screening the appropriate age of patients and the type of central venous catheters, reducing the secondary adjustment of catheter position, and timely monitoring the level of D-dimer are helpful to the prevention and treatment of CRT.
10.The development and implementation of hospital-community Interactive nursing mode for patients with diabetes
Mei LI ; Ruizhen XU ; Tao SUN ; Suxia CHEN ; Shaoru SU ; Junying ZHAI ; Zhenzhen ZHANG
Chinese Journal of Nursing 2009;44(8):703-704
This paper introduces the development and implementation of hospital-community interactive nursing mode for patients with diabetes. The interactive mode between community and hospital,specialist nurses and community nurses,as well as patients and nurses was formed to provide timely,convenient,continuous and whole-process nursing care for diabetic patients through the setting up and services of hespital-based diabetes care team,two-way transfer center between hospital and commu-nity,hospital-based education and community-based visit team,community-based self-management group as well as green chan-nel of priority treatment,inspection and hospitalization for diabetic patients. The implementation of the interactive mode achieved good effect and was approved by the patients. The patient satisfaction rate was 96.5%.

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