1.Construction and validation of a depression risk prediction model in middle-aged and elderly patients with diabetes
Lei YANG ; Yaping HAO ; Yuxiao TANG ; Juntao CHI ; Lingyan ZHAO ; Guiqin GU ; Liang WANG
Chinese Journal of Modern Nursing 2025;31(29):3976-3983
Objective:To construct and validate a depression risk prediction model for middle-aged and elderly patients with diabetes.Methods:Data were extracted from the fifth wave (2020) of the China Health and Retirement Longitudinal Study (CHARLS). A total of 900 diabetic patients were identified, and after excluding those with missing data or invalid questionnaires, 769 patients were included in the analysis. Patients were randomly divided into a training set and a validation set in a 7∶3 ratio. Univariate analysis and logistic regression analysis were performed to screen the optimal predictors of depression in diabetic patients, and a nomogram model was developed. The predictive performance of the model was assessed by the area under the receiver operating characteristic curve ( AUC). Model calibration and accuracy were evaluated using bootstrap resampling, calibration plots, and the Hosmer-Lemeshow test. The clinical utility was further assessed by decision curve analysis (DCA) and clinical impact curves (CIC) . Results:Among the 769 patients, 366 (47.59%) had depression. Logistic regression analysis showed that place of residence, pain, difficulty in toileting, difficulty in bathing, sleep duration, physical exercise, life satisfaction, and children's satisfaction were independent predictors of depression in diabetic patients. A nomogram was constructed based on these variables, yielding an AUC of 0.775. At the optimal cutoff value of 0.557, the model demonstrated a sensitivity of 59.1% and a specificity of 84.8%, indicating good discriminative ability. The Hosmer-Lemeshow test showed (χ 2=15.821, P=0.105), suggesting good agreement between predicted and observed outcomes. In the validation set, the AUC was 0.778, with Hosmer-Lemeshow (χ 2=8.557, P=0.575). DCA and CIC indicated favorable clinical applicability of the model. Conclusions:The depression risk prediction model constructed in this study demonstrated good predictive performance. It can assist clinicians in early identification of high-risk individuals with diabetes and provide a theoretical basis for targeted interventions.
2.Construction and validation of a depression risk prediction model in middle-aged and elderly patients with diabetes
Lei YANG ; Yaping HAO ; Yuxiao TANG ; Juntao CHI ; Lingyan ZHAO ; Guiqin GU ; Liang WANG
Chinese Journal of Modern Nursing 2025;31(29):3976-3983
Objective:To construct and validate a depression risk prediction model for middle-aged and elderly patients with diabetes.Methods:Data were extracted from the fifth wave (2020) of the China Health and Retirement Longitudinal Study (CHARLS). A total of 900 diabetic patients were identified, and after excluding those with missing data or invalid questionnaires, 769 patients were included in the analysis. Patients were randomly divided into a training set and a validation set in a 7∶3 ratio. Univariate analysis and logistic regression analysis were performed to screen the optimal predictors of depression in diabetic patients, and a nomogram model was developed. The predictive performance of the model was assessed by the area under the receiver operating characteristic curve ( AUC). Model calibration and accuracy were evaluated using bootstrap resampling, calibration plots, and the Hosmer-Lemeshow test. The clinical utility was further assessed by decision curve analysis (DCA) and clinical impact curves (CIC) . Results:Among the 769 patients, 366 (47.59%) had depression. Logistic regression analysis showed that place of residence, pain, difficulty in toileting, difficulty in bathing, sleep duration, physical exercise, life satisfaction, and children's satisfaction were independent predictors of depression in diabetic patients. A nomogram was constructed based on these variables, yielding an AUC of 0.775. At the optimal cutoff value of 0.557, the model demonstrated a sensitivity of 59.1% and a specificity of 84.8%, indicating good discriminative ability. The Hosmer-Lemeshow test showed (χ 2=15.821, P=0.105), suggesting good agreement between predicted and observed outcomes. In the validation set, the AUC was 0.778, with Hosmer-Lemeshow (χ 2=8.557, P=0.575). DCA and CIC indicated favorable clinical applicability of the model. Conclusions:The depression risk prediction model constructed in this study demonstrated good predictive performance. It can assist clinicians in early identification of high-risk individuals with diabetes and provide a theoretical basis for targeted interventions.
3.Icariin-containing serum promotes chondrocyte proliferation and chondrogenic differentiation of stem cells in the co-culture system of three kinds of cells
Qi LIU ; Linzhen LI ; Yusheng LI ; Hongzhuo JIAO ; Cheng YANG ; Juntao ZHANG
Chinese Journal of Tissue Engineering Research 2025;29(7):1371-1379
BACKGROUND:The capability of repairing articular cartilage damage is very limited,and tissue engineering technology provides new therapeutic options for repairing damaged cartilage,in which the interaction and induction between chondrocytes,bone marrow mesenchymal stem cells,and synovial mesenchymal stem cells is the basis of autologous healing of cartilage damage. OBJECTIVE:To construct the chondrocyte-bone marrow mesenchymal stem cell-synovial mesenchymal stem cell co-culture system to simulate the in vitro microenvironment of chondrocytes,and to explore the optimal cell inoculation ratio,meanwhile to observe the effects of icariin-containing serum on the proliferation of chondrocytes and the chondrogenic differentiation of stem cells in the system. METHODS:Rat knee chondrocytes,bone marrow mesenchymal stem cells and synovial mesenchymal stem cells were extracted,cultured and identified,and a chondrocyte-bone marrow mesenchymal stem cell-synovial mesenchymal stem cell non-contact co-culture system was constructed according to different cell inoculation ratios.After 72 hours of co-culturing,the chondrocyte proliferative activity and phenotypic ability were observed,and the co-culture system with the best overall effect was selected.New Zealand white rabbits were gavaged with icariin solution(0.25 mg/mL)to prepare icariin-containing serum,and cultured in conventional complete medium(high sugar DMEM culture medium containing 10%fetal bovine serum and 1%double antibody by volume)as the control group,while the experimental group was intervened by adding 10%icariin-containing serum by volume on the basis of above.The proliferative activity of chondrocytes and the expression of collagen type II were tested for the two groups after 24 and 48 hours.The differentiation of bone marrow mesenchymal stem cells and synovial mesenchymal stem cells into chondrocytes in the co-culture system was tested by immunofluorescence staining after 14 days. RESULTS AND CONCLUSION:(1)The three kinds of cells grew normally adherently to the wall in different ratios of co-culture,where chondrocytes showed the best proliferative activity and phenotypic ability in the co-culture system when chondrocytes:bone marrow mesenchymal stem cells:synovial mesenchymal stem cells=2:1:1.(2)Compared with the control group,the proliferative activity and type II collagen expression of chondrocytes in the experimental group were significantly increased after 24 hours(P<0.01),and the two groups still had difference after 48 hours(P<0.05).The two groups showed obvious chondrogenic differentiation of bone marrow mesenchymal stem cells and synovial mesenchymal stem cells after 14 days(P<0.01),and some of the cells appeared round or oval,and the cytoplasmic type II collagen immunofluorescence staining was positive.The fluorescence intensity of the experimental group was significantly higher than that of the control group(P<0.01).(3)The results showed that the chondrocyte-bone marrow mesenchymal stem cell-synovial mesenchymal stem cell co-culture system could be successfully established by the non-contact co-culture method,and the best chondrocyte proliferative activity and phenotypic ability could be obtained when the cell ratio was 2:1:1.Icariin-containing serum had the promoting effect on chondrocyte proliferation,and chondrogenic differentiation of bone marrow mesenchymal stem cells and synovial mesenchymal stem cells in the system.
4.A minimally invasive, fast on/off "odorgenetic" method to manipulate physiology.
Yanqiong WU ; Xueqin XU ; Shanchun SU ; Zeyong YANG ; Xincai HAO ; Wei LU ; Jianghong HE ; Juntao HU ; Xiaohui LI ; Hong YU ; Xiuqin YU ; Yangqiao XIAO ; Shuangshuang LU ; Linhan WANG ; Wei TIAN ; Hongbing XIANG ; Gang CAO ; Wen Jun TU ; Changbin KE
Protein & Cell 2025;16(7):615-620
6.Monitoring results of mosquito-ovitraps placed in different orientations in multi-storey residential areas
Caixiong LIU ; Bin GE ; Haibing ZHANG ; Lin WANG ; Tao YANG ; Yujiao WEI ; Haiying XIE ; Yu ZHANG ; Hongxia LIU ; Juntao SHEN
Shanghai Journal of Preventive Medicine 2025;37(2):109-113
ObjectiveTo find out whether there is any difference in the monitoring results of mosq-ovitraps placed in different orientations in multi-storey residential areas, so as to provide a scientific basis for routine and emergency monitoring of Aedes albopictus with mosq-ovitraps in residential areas. MethodsFrom July 6th to October 26th 2023, one mosquito ovitrap was set up in each of the 4 orientations of east, south, west and north around the buildings in a multi-storey residential area in Jinhui Town, Fengxian District, Shanghai. Data was collected and recorded 72 hours after placement. The chi-square test was used to compare the mosquito ovitrap indices (MOIs) of two independent samples, and the Kruskal⁃Wallis H test was used to compare the MOIs of multiple independent samples. ResultsAfter 16 weeks of surveillance, 997 mosquito ovitraps were recovered, of which 211 were positive, with the mosquito ovitrap index (MOI) of 21.16% and the Aedes albopictus density index of 1.03 mosquitoes·ovitrap-1. The MOIs were higher in September (24.22%) and October (23.96%), and the MOIs in the west, south and north within the two months were all above 20.00%. From July to October, the MOIs in the east, west, south and north were 20.70%, 22.20%, 25.50% and 16.20%, respectively, and the difference in MOIs among the 4 orientations was not statistically significant (χ2=6.647, P=0.084). Stratified analysis by month showed that in August, the south side of the multi-storey residential areas had the highest MOI (31.30%), the north side had the lowest MOI (1.30%), and there was a statistically significant difference in MOI in the east, west, south and north (χ2=25.986, P<0.001). In October, the MOI in the west was the highest (33.30%) and the MOI in the east was the lowest (6.30%), the difference in MOIs of the 4 orientations was statistically significant (χ2=12.007, P=0.007). The MOIs in the south side of the building in the outskirts of the residential area from the 1st week in July to the 4th week in October was lower (19.20%) than that in the south side of the inner building (31.70%), and the difference in MOI was statistically significant (χ2=5.118, P=0.024). ConclusionThe study of MOI in different orientations in a multi-storey residential area is a preliminary exploration based on field work, and the results show that there is a difference in MOIs in different orientations during the peak breeding period of mosquitoes. Further indicators such as temperature, humidity and wind speed in different orientations can be collected to explore the influencing factors of MOIs.
7.The feasibility and safety of robot-assisted laparoscopic retroperitoneal tumor resection in prone position
Haonan CHEN ; Xiao YANG ; Rongjie BAI ; Juntao ZHUANG ; Lingkai CAI ; Peikun LIU ; Qiang CAO ; Pengchao LI ; Qiang LYU
Chinese Journal of Urology 2024;45(8):577-581
Objective:To discuss the feasibility and safety of robot-assisted laparoscopic retroperitoneal tumor resection in prone position.Methods:From August 2023 to January 2024, a total of eight patients with retroperitoneal tumors from the First Affiliated Hospital of Nanjing Medical University were retrospectively analyzed, including two males and six females. The average age was (47.4±12.5) years, average BMI was (24.4±3.5) kg/m 2 and median ASA grade was 2(2, 3). Retroperitoneal tumors were identified preoperatively through CT or MRI. The imaging revealed 4 cases of adrenal tumors located on the left side, 2 on the right side, and 2 non-adrenal tumors situated on the left side. The preoperative diagnoses included 2 cases of non-functional adrenal tumors, 2 cases of pheochromocytoma, 1 case of Cushing’s syndrome, 1 case of metastatic renal cell carcinoma, and 2 cases of non-adrenal tumors. Robot-assisted laparoscopic retroperitoneal tumor resection was performed with all patients in prone position. The inferior margin of the fourth lumbar vertebra (L4) was determined by the line connecting the highest points of the iliac crests bilaterally. Subsequently, the inferior margins of the L1-L3 vertebrae were sequentially identified. The surgical field was then divided into three equal segments, utilizing the posterior midline of the spine and the midaxillary line as boundaries. The medial division was situated approximately at the lateral border of the vertical spinal muscles, while the lateral division was placed near the tip of the 12th rib. A longitudinal incision of approximately 3 cm in length was created within the lateral division between L2 and L3 for the insertion of a camera trocar. The extraperitoneal space was subsequently dilated using a self-made balloon, and two 8 mm trocars were placed as operative ports along the medial division and the midaxillary line, respectively, under finger guidance. Assistance trocars, one or two 12 mm in diameter, were introduced above the level of the iliac crest. During the operation, the extraperitoneal adipose tissue was removed and the Gerota's fascia was opened. For non-adrenal retroperitoneal tumours, the major blood vessels around the tumour were suspended and fixed, by titanium clips or Hem-o-lok clips to dissect the small arteries and veins, and the tumour was carefully isolated and completely resected. For adrenal tumours, the fat capsule around the upper pole of the kidney were removed, the adrenal gland was exposed, and then the tumour was removed completely along its capsule. If total adrenalectomy is performed, the central adrenal vein was clamped and dissected. The periphery of the adrenal gland was gradually dissected until the adrenal gland was completely removed.The perioperative data, including patient positioning time, trocar placement time, operation time, intraoperative blood loss, postoperative complications, postoperative hospital stay, and postoperative drainage tube removal time, as well as recurrence and metastasis, were recorded.Two patients underwent partial nephrectomy due to renal tumor, and only the time for retroperitoneal tumor resection was included in calculating operation time. Results:All 8 surgeries were successfully completed without dramatic blood pressure fluctuations.There was no conversion to open surgery or abdominal organ injury. The patient positioning time was (5.1±0.4) minutes, trocar placement time was (16.6±1.3) minutes, operation time was (28.8±13.8) minutes, intraoperative blood loss was (65.0±28.7) ml, postoperative hospital stay was (3.6±0.9) days, and drainage tube removal time was (2.8±1.0) days. No intraoperative or postoperative blood transfusions were required. Postoperatively diagnosed pathologies included: 2 cases of adrenal pheochromocytoma, 2 cases of adrenal sebaceous adenoma, 2 cases of retroperitoneal schwannoma, 1 case of adrenal myelolipoma, and 1 case of adrenal metastatic renal cell carcinoma. The average tumor size for all patients was (4.3±1.5) cm. After a follow-up of 2.0-7.2 months, there were no recorded postoperative complications, including haemorrhage, infections, acute hypotension, or adrenocortical insufficiency. Additionally, no evidence of tumor recurrence or metastasis was observed up during foolow-up.Conclusions:Robot-assisted laparoscopic retroperitoneal tumor resection in prone position could be a safe and feasible surgical approach with short operative time, low bleeding, and fast postoperative recovery.
8.Treatment of Diabetic Rats Mellitus-induced Erectile Dysfunction by Xiaoyaosan Based on Experiments
Yinhui MAO ; Zhuo WANG ; Juntao SUN ; Zhitao WEI ; Mingxing WANG ; Yong YANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(17):122-130
ObjectiveTo investigate the mechanism of action and main active components of Xiaoyaosan in the treatment of diabetic mellitus-induced erectile dysfunction (DMED). MethodStreptozotocin (STZ) was used to induce a diabetic rat model. The therapeutic efficacy of Xiaoyaosan was evaluated by measuring intracavernous pressure/mean arterial pressure (ICP/MAP) and using Masson's trichrome staining. The main active components, key targets, and potential signaling pathways of Xiaoyaosan for the treatment of DMED were predicted by network pharmacology and molecular docking. The predicted results were then validated by in vitro and in vivo experiments. ResultThe ICP/MAP measurements and Masson's staining results showed that compared with the results in the control group, the erectile function of rats in the model group was significantly reduced (P<0.01), and the ratio of smooth muscle/collagen fibers was significantly reduced (P<0.01). After treatment with Xiaoyaosan, compared with the results in the model group, the ICP/MAP value of the diabetic rats was significantly elevated (P<0.01), and the ratio of smooth muscle/collagen fibers was significantly higher (P<0.01). The results of network pharmacology showed that Xiaoyaosan acted on key targets such as albumin (ALB), protein kinase B1 (Akt1), interleukin-6 (IL-6), and tumor necrosis factor (TNF) through its main active components, including quercetin, kaempferol, β-sitosterol, and stigmasterol. These components were involved in the regulation of the advanced glycation end-products/receptor for advanced glycation end-products (AGE/RAGE) signaling pathway and the phosphoinositide 3-kinases(PI3K)/Akt signaling pathway in diabetic complications. The results of molecular docking showed that the key components of Xiaoyaosan had good binding capabilities with core targets, with β-sitosterol showing the strongest binding affinity with ALB. In vivo experiments demonstrated that Xiaoyaosan could significantly increase the protein and mRNA expression of ALB and Akt1 in serum, and inhibit the expression of IL-6 and TNF-α. It also significantly upregulated the expression of protein and mRNA of phosphorylation(p)-PI3K and p-Akt, and inhibited the RAGE expression. The results of cellular thermal shift assay (CETSA) showed that β-sitosterol could significantly inhibit the degradation of ALB protein. ConclusionXiaoyaosan may restore erectile function in diabetic rats by modulating targets such as ALB, Akt1, IL-6, and TNF, and through the RAGE/PI3K/Akt signaling pathway, and its main active component is likely β-sitosterol.
9.Clinical efficacy of retroperitoneal robot-assisted laparoscopic partial nephrectomy for ventral and dorsal renal tumor
Haonan CHEN ; Xiao YANG ; Peikun LIU ; Lingkai CAI ; Juntao ZHUANG ; Qikai WU ; Qiang CAO ; Pengchao LI ; Qiang LYU
Journal of Modern Urology 2024;29(7):581-585,592
Objective To compare the efficacy of retroperitoneal robot-assisted laparoscopic partial nephrectomy(RALPN)in the treatment of ventral and dorsal renal tumor.Methods The clinical data of 131 patients with renal tumor who underwent retroperitoneal RALPN at our hospital during Jan.2021 and Feb.2024 were retrospectively analyzed.The patients were divided into the ventral renal tumor group(n=35)and dorsal renal tumor group(n=96)according to preoperative images.Perioperative outcomes and prognosis were compared between the two groups.Results All 131 surgeries were successfully completed without conversion to open surgery or abdominal organ injury.There were no significant differences in warm ischemia time[median(interquartile range,IQR):20(16.75)min vs.22(IQR:15.25)min],operation time[57.0(IQR:29.5)min vs.58.5(IQR:39.75)min],estimated intraoperative blood loss[50(IQR:80)mL vs.50(IQR:80)mL],proportion of patients with intraoperative blood transfusion(0 vs.2.1%),proportion of patients using four arms during operation(42.9%vs.37.5%),postoperative reduction of hemoglobin(Hb)[(-12.9±9.0)g/L vs.(-11.5±9.4)g/L],reduction of estimated glomerular filtration rate(eGFR)[(-3.8±12.4)mL/min vs.(-7.0±13.6)mL/min],postoperative hospital stay[4(IQR:0)d vs.4(IQR:2)d],and proportion of meeting"Trifecta"criteria(94.3%vs.86.5%,P>0.05).During the median follow-up of 9.8(5.5,24.0)months,no death occurred,and no recurrence or metastasis were observed except that bone metastasis occurred in 1 patient in the dorsal renal tumor group.Conclusion Both ventral and dorsal renal tumors can be treated with retroperitoneal RALPN,and the surgical outcomes of both are comparable.
10.Predictive value of inflammation scoring system based on blood routine for complicated acute pancreatitis
Xiaoli HUANG ; Yongliang TANG ; Jia XU ; Juntao YANG ; Menggang LIU
Chongqing Medicine 2024;53(22):3441-3446
Objective To investigate the predictive value of the inflammation scoring system based on the blood routine for complicated acute pancreatitis(CAP).Methods The clinical data of 630 patients with a-cute pancreatitis(AP)receiving the treatment in the People's Hospital of Chongqing Liang Jiang New Area from January 2021 to January 2024 were retrospectively analyzed.The patients were divided into the mild a-cute pancreatitis(MAP)group and CAP group according to the disease severity degree.The propensity score matching was used to balance the baseline characteristics of the cases in the two groups,the differences be-tween the inflammatory scoring system based on the blood routine[neutrophile granulocyte/lymphocyte ratio(NLR),derived neutrophile granulocyte/lymphocyte ratio(dNLR),platelet/lymphocyte ratio(PLR),system-ic immune inflammatory index(SII)and systemic inflammatory response index(SIRI)]and the clinical out-come indexes within 24 h of admission were analyzed,and the logistic regression was used to analyze the risk factors of CAP.Results A total of 404 patients were included in the study by the propensity score matching,each 202 cases in the two groups.In the CAP group,there were 35 cases(16.7%)receiving intensive care unit(ICU)treatment and 4 cases(1.9%)of death.Compared with the MAP group,WBC,neutrophile granulo-cyte,CRP,BUN,amylase and lipase levels and NLR,dNLR,SII and SIRI scores in the CAP group were high-er,serum calcium and albumin levels were lower,and the differences were statistically significant(P<0.05).The stepwise logistics regression analysis showed that CRP,albumin,lipase,serum calcium and SIRI were the independent influencing factors of CAP occurrence(P<0.05).Conclusion The inflammation scoring system based on the blood routine could predict the CAP occurrence.

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