1.Feasibility study of selective stentless management after ureteroscopic lithotripsy
Li JIANG ; Yue WU ; Hua HU ; Lian FU ; Chaoying LIU ; Chao MA ; Gang ZHOU ; Yunhan RAN ; Rui ZHU
Chongqing Medicine 2025;54(11):2616-2620
Objective To investigate the feasibility of selectively omitting ureteral stent placement after ureteroscopic lithotripsy(URL).Methods A total of 118 patients with distal ureteral calculi undergoing URL from 2021 to 2024 were enrolled.Patients were divided into a control group(indwelling ureteral stent for 2 weeks,n=86)and an observation group(no ureteral stent placement,n=32).General data,operation time,hospital stay,and total medical costs were compared between the two groups.Patients were followed 2 weeks postoperatively for assessment of flank pain visual analogue scale(VAS)scores,bladder irritation symptoms,hematuria,and incidence of urinary tract infection.Hydronephrosis was evaluated by ultrasonography 3 months after surgery.Results There was no significant difference in the general information and operation time between the two groups(P>0.05).The length of hospital stay and total treatment cost in the observa-tion group were significantly lower than those in the control group(P<0.05).Two weeks after surgery,the VAS scores of low back pain on the affected side and occurrence rates of bladder irritation symptoms,hematu-ria,and urinary tract infection in the observation group were significantly lower than those in the control group(P<0.01).Three months after operation,no hydronephrosis was observed in both groups.Conclusion It is safe and feasible to avoid indwelling ureteral stent after URL in appropriate cases.
2.A single-center analysis of the short-term efficacy and safety of RAPN in 45 patients with non-metastatic pT 3a renal cell carcinoma
Xiangpeng ZOU ; Yunhan LUO ; Zhiling ZHANG ; Zhaohui ZHOU ; Longbin XIONG ; Yulu PENG ; Yixin HUANG ; Xin LUO ; Wensu WEI ; Zhenhua LIU ; Pei DONG ; Shengjie GUO ; Hui HAN ; Fangjian ZHOU
Chinese Journal of Urology 2025;46(5):369-375
Objective:To analyze the short-term efficacy and safety of robot-assisted laparoscopic partial nephrectomy(RAPN)for non-metastatic pathological stage T 3a renal cell carcinoma. Methods:The clinical and pathological data of 45 patients with pathologically confirmed non-metastatic T 3a renal cell carcinoma who underwent RAPN at Sun Yat-sen University Cancer Center between January 2016 and December 2023 were retrospectively reviewed. There were 30 males and 15 females. The average age of the cohort was(54.3±10.7)years,and the average clinical tumor diameter was(4.9±1.8)cm. Of all the patients,35(77.8%)were asymptomatic,7(15.6%)presented with hematuria,and 3(6.7%)presented with lumbar pain. Preoperative imaging assessed 34 patients(75.6%)as having clinical stage T 3a,all suspected of involving the collecting system or perirenal fat invasion;the remaining 11 patients(24.4%)were assessed as having stage T 1-2 disease. The median R.E.N.A.L. nephrectomy score was 8.0(7.0,10.0). A history of hypertension,diabetes,or chronic kidney disease was present in 18 patients(40.0%). The primary endpoint was progression-free survival,and the secondary endpoints included postoperative complications and short-term renal function outcomes. Survival curve was estimated using the Kaplan-Meier method,and renal function comparisons were made using the paired t-test. Results:The RAPN was performed through a transabdominal approach in 32 patients(71.1%),with a median estimated blood loss of 150.0(50.0,300.0)ml. Seven(15.6%)patients required intraoperative blood transfusion. The median length of postoperative hospital stay was 4.0(4.0,6.0)days. Postoperative complications occurred in 6 patients(13.3%),including 5(11.1%)with mild complications and 1(2.2%)with a severe complication. Renal function returned to baseline in 24 of 39 evaluable patients(61.5%),while 3 patients(7.7%)developed surgery-related chronic kidney disease 3 to 12 months postoperatively,but none required dialysis. The median follow-up time was 31.8(22.7,50.9)months,12(26.7%)patients received programmed cell death protein 1 inhibitor adjuvant therapy postoperatively. During follow-up,3 patients experienced tumor recurrence,the 3-year progression-free survival rate of the entire cohort was 95.4%.Conclusions:For some carefully selected patients with T 3a renal cell carcinoma,RAPN performed by experienced surgeons is a feasible and safe option,providing excellent short-term oncological outcomes,complication control,and renal function recovery. The long-term efficacy remains to be seen.
3.Construction and validation of a prediction model for swallowing disorder in elderly stroke patients based on explainable machine learning
Yunhan LIU ; Mingming JIANG ; Dongmei LI ; Yu DING ; Hengge XIE ; Kunlun HE ; Wuhong ZHOU ; Yanshuang CHENG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(6):698-704
Objective To construct a risk prediction model for post-stroke dysphagia(PSD)based on clinical and laboratory indicators of elderly stroke patients with explainable machine learning.Methods A retrospective analysis was conducted on 3994 stroke patients hospitalized in Depart-ment of Neurology of First Medical Center of Chinese PLA General Hospital from October 2010 to December 2021.Among them,the 1390 cases admitted during January 2019 and December 2021 were assigned into an external validation set,and the 2604 cases admitted during October 2010 to January 2019 were into a training group.Those from the training group were further divided into a training set(1823 cases)and an internal validation set(781 cases)in a 7∶3 ratio,and also grouped into a PSD subgroup(773 cases)and a non-PSD group(1831 cases).With occurrence of swallowing difficulties as an endpoint,risk prediction models were constructed using random for-est(RF),eXtreme Gradient Boosting(XGBoost),Support Vector Machine(SVM),and logistic regression.ROC curve analysis was employed to evaluate the performance of our models.After the optimal model was selected,SHAP was employed to interpret feature contributions.Results There were significant differences in muscle strength,right/left-sided stroke,and area of brain in-jury between the PSD and the non-PSD groups(P<0.01).The PSD group had obviously larger proportions of hypertension,diabetes,and drinking history,increased neutrophil counts,and de-creased levels of potassium and albumin when compared with the non-PSD group(P<0.05,P<0.01).Multivariate logistic regression analysis showed that age,drinking history,diabetes,hyper-tension,muscle strength grade,area of brain injury,hemispheric stroke,neutrophil count,and al-bumin and potassium levels were risk factors for PSD(P<0.05,P<0.01).The external validation results showed that the area under curve value of the RF model,XGBoost model,SVM model,and our logistic model was 0.883,0.902,0.877,and 0.868,respectively.The distribution of SHAP value showed that drinking history,hypertension and diabetes were positively correlated with PSD risk;Muscle strength was negatively correlated with the risk;Age growth was positively correlated with the risk;Subtentorial lesions showed stronger predictive efficacy than supratentorial lesions and entire lesions;The bilateral and right-sided stroke had higher risk for PSD than the left-sided stroke.Conclusion The model based on the XGBoost model shows best performance in predicting the risk for swallowing disorders in elderly patients after stroke.
4.Construction and validation of a prediction model for swallowing disorder in elderly stroke patients based on explainable machine learning
Yunhan LIU ; Mingming JIANG ; Dongmei LI ; Yu DING ; Hengge XIE ; Kunlun HE ; Wuhong ZHOU ; Yanshuang CHENG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(6):698-704
Objective To construct a risk prediction model for post-stroke dysphagia(PSD)based on clinical and laboratory indicators of elderly stroke patients with explainable machine learning.Methods A retrospective analysis was conducted on 3994 stroke patients hospitalized in Depart-ment of Neurology of First Medical Center of Chinese PLA General Hospital from October 2010 to December 2021.Among them,the 1390 cases admitted during January 2019 and December 2021 were assigned into an external validation set,and the 2604 cases admitted during October 2010 to January 2019 were into a training group.Those from the training group were further divided into a training set(1823 cases)and an internal validation set(781 cases)in a 7∶3 ratio,and also grouped into a PSD subgroup(773 cases)and a non-PSD group(1831 cases).With occurrence of swallowing difficulties as an endpoint,risk prediction models were constructed using random for-est(RF),eXtreme Gradient Boosting(XGBoost),Support Vector Machine(SVM),and logistic regression.ROC curve analysis was employed to evaluate the performance of our models.After the optimal model was selected,SHAP was employed to interpret feature contributions.Results There were significant differences in muscle strength,right/left-sided stroke,and area of brain in-jury between the PSD and the non-PSD groups(P<0.01).The PSD group had obviously larger proportions of hypertension,diabetes,and drinking history,increased neutrophil counts,and de-creased levels of potassium and albumin when compared with the non-PSD group(P<0.05,P<0.01).Multivariate logistic regression analysis showed that age,drinking history,diabetes,hyper-tension,muscle strength grade,area of brain injury,hemispheric stroke,neutrophil count,and al-bumin and potassium levels were risk factors for PSD(P<0.05,P<0.01).The external validation results showed that the area under curve value of the RF model,XGBoost model,SVM model,and our logistic model was 0.883,0.902,0.877,and 0.868,respectively.The distribution of SHAP value showed that drinking history,hypertension and diabetes were positively correlated with PSD risk;Muscle strength was negatively correlated with the risk;Age growth was positively correlated with the risk;Subtentorial lesions showed stronger predictive efficacy than supratentorial lesions and entire lesions;The bilateral and right-sided stroke had higher risk for PSD than the left-sided stroke.Conclusion The model based on the XGBoost model shows best performance in predicting the risk for swallowing disorders in elderly patients after stroke.
5.A single-center analysis of the short-term efficacy and safety of RAPN in 45 patients with non-metastatic pT 3a renal cell carcinoma
Xiangpeng ZOU ; Yunhan LUO ; Zhiling ZHANG ; Zhaohui ZHOU ; Longbin XIONG ; Yulu PENG ; Yixin HUANG ; Xin LUO ; Wensu WEI ; Zhenhua LIU ; Pei DONG ; Shengjie GUO ; Hui HAN ; Fangjian ZHOU
Chinese Journal of Urology 2025;46(5):369-375
Objective:To analyze the short-term efficacy and safety of robot-assisted laparoscopic partial nephrectomy(RAPN)for non-metastatic pathological stage T 3a renal cell carcinoma. Methods:The clinical and pathological data of 45 patients with pathologically confirmed non-metastatic T 3a renal cell carcinoma who underwent RAPN at Sun Yat-sen University Cancer Center between January 2016 and December 2023 were retrospectively reviewed. There were 30 males and 15 females. The average age of the cohort was(54.3±10.7)years,and the average clinical tumor diameter was(4.9±1.8)cm. Of all the patients,35(77.8%)were asymptomatic,7(15.6%)presented with hematuria,and 3(6.7%)presented with lumbar pain. Preoperative imaging assessed 34 patients(75.6%)as having clinical stage T 3a,all suspected of involving the collecting system or perirenal fat invasion;the remaining 11 patients(24.4%)were assessed as having stage T 1-2 disease. The median R.E.N.A.L. nephrectomy score was 8.0(7.0,10.0). A history of hypertension,diabetes,or chronic kidney disease was present in 18 patients(40.0%). The primary endpoint was progression-free survival,and the secondary endpoints included postoperative complications and short-term renal function outcomes. Survival curve was estimated using the Kaplan-Meier method,and renal function comparisons were made using the paired t-test. Results:The RAPN was performed through a transabdominal approach in 32 patients(71.1%),with a median estimated blood loss of 150.0(50.0,300.0)ml. Seven(15.6%)patients required intraoperative blood transfusion. The median length of postoperative hospital stay was 4.0(4.0,6.0)days. Postoperative complications occurred in 6 patients(13.3%),including 5(11.1%)with mild complications and 1(2.2%)with a severe complication. Renal function returned to baseline in 24 of 39 evaluable patients(61.5%),while 3 patients(7.7%)developed surgery-related chronic kidney disease 3 to 12 months postoperatively,but none required dialysis. The median follow-up time was 31.8(22.7,50.9)months,12(26.7%)patients received programmed cell death protein 1 inhibitor adjuvant therapy postoperatively. During follow-up,3 patients experienced tumor recurrence,the 3-year progression-free survival rate of the entire cohort was 95.4%.Conclusions:For some carefully selected patients with T 3a renal cell carcinoma,RAPN performed by experienced surgeons is a feasible and safe option,providing excellent short-term oncological outcomes,complication control,and renal function recovery. The long-term efficacy remains to be seen.
6.Safety of modified radical prostatectomy by transperineal injection of sodium hyaluronate to the Dirichlet gap: an animal experiment
Jinbang WU ; Bo ZHU ; Weidong CHEN ; Fei CHEN ; Chunhong FAN ; Tingting YU ; Taotao DONG ; Xun LIU ; Yunhan WANG ; Zili WANG
Journal of Modern Urology 2024;29(3):268-272
【Objective】 To explore the safety of transrectal ultrasound-guided transperineal injection of sodium hyaluronate to expand the Dirichlet gap in laparoscopic radical prostatectomy. 【Methods】 A total of 14 healthy male purebred beagle dogs were selected and randomly divided into 2 groups, with 7 in either group.The control group was treated with conventional laparoscopic radical prostatectomy, while the experimental group was treated with laparoscopic radical prostatectomy after 2.5 mL sodium hyaluronate was injected into the Dirichlet gap under the guidance of transrectal ultrasound.The total operation time, prostate separation time, intraoperative blood loss and rectal status of the 2 groups were observed. 【Results】 After the injection of sodium hyaluronate into the Dirichlet gap between the prostate and the rectum, no rectal tissue was found in the prostate, and no obvious damage was found in the posterior rectum in either groups.The postoperative hemoglobin (HGB) was [(118.70±2.56) g/L vs.(122.10±2.19) g/L, P=0.02]; the total operation time was [(141.40±9.80) min vs.(119.10±9.16) min, P<0.05]; the prostate separation time was [(24.99±1.75) min vs.(16.64±2.34) min, P<0.05]; the amount of bleeding was [(47.43±4.32) mL vs.(34.86±5.18) mL, P<0.05] in the control group and experimental group. 【Conclusion】 Laparoscopic radical prostatectomy performed after 2.5 mL of sodium hyaluronate injection into the Dirichlet gap under the guidance of transrectal ultrasound can shorten the total operation time, the separation and resection time of the prostate, and reduce the amount of bleeding, which can improve and reduce the incidence of rectal injury, and prove the feasibility of this approach for prostatic cancer.
7.Expression of hsa-miR-422a in hypertrophic scars: a bioinformatics analysis
Zewei ZHANG ; Shuchen GU ; Xin HUANG ; Yixuan ZHAO ; Yunhan LIU ; Yimin KHOONG ; Shenying LUO ; Guangshuai LI ; Tao ZAN
Chinese Journal of Medical Aesthetics and Cosmetology 2023;29(1):1-6
Objective:To evaluate the expression level of hsa-miR-422a in hypertrophic scars and to identify the target genes of hsa-miR-422a along with their biological functions using bioinformatics approaches.Methods:From June 2020 to December 2020, tissue samples of 3 hypertrophic scar and 3 normal skin were collected from patients (3 males, 3 females, aged 20-42 years) in Department of Plastic and Reconstructive Surgery, Shanghai Ninth People′s Hospital, Shanghai Jiaotong University School of Medicine. Primary fibroblasts were isolated and cultured. Real-time quantitative PCR was performed to quantify the expression of hsa-miR-422a. To construct a ceRNA network, starbase and Target Scandata bases were utilized to predict genes as well as long noncoding RNAs (lncRNAs) that may sponge hsa-miR-422a. GO and KEGG pathway enrichment analyses were conducted on the target genes of hsa-miR-422a; protein-protein interaction (PPI) networks were constructed to identify the hub genes whose functions were predicted by functional enrichment analyses. The expression of hub genes was validated through real-time quantitative PCR in hypertrophic scars.Results:The expression of hsa-miR-422a was significantly lower in the hypertrophic scar tissue samples and fibroblasts compared to that in the normal skin ( P<0.05). 133 target genes as well as 1033 lncRNAs were predicted by starBase and TargetScandata bases and used to construct an hsa-miR-422a-centered ceRNA network. PPI networks of the target genes revealed 10 hub genes, including MAPK1, GRB2, and IGF1R, which were discovered to be related to protein serine/threonine/tyrosine kinase activity, ubiquitin protein ligase binding, fibroblast growth factor receptor signaling pathway, muscle cell proliferation, and many others; besides, they may be involved in FoxO, mTOR, Toll-like receptor, Ras, MAPK, PI3K-Akt signaling pathways and signaling pathways regulating pluripotency of stem cells. Three hub genes (MAPK1, GRB2, and IGF1R) were significantly upregulated in hypertrophic scars ( P<0.05). Conclusions:hsa-miR-422a is significantly downregulated in the hypertrophic scars and may target hub genes such as MAPK1 in ceRNA networks, ultimately modulating hypertrophic scar formation.
8.Summary of best evidence for the management of thirst in ICU patients
Mengyang HU ; Haiyan HUANG ; Jian LUO ; Yuanyuan MI ; Yunhan DING ; Yang LIU ; Yingying MENG ; Wei WU ; De JIN
Chinese Journal of Practical Nursing 2023;39(17):1355-1361
Objective:To summarize the best evidence of thirst management in ICU patients and provide evidence-based basis for dinical practice.Method:According to the "6S" evidence pyramid model, the literature on thirst management of ICU patients was systematically retrieved from relevant guidelines websites, evidence-based databases, association websites and original literature databases at home and abroad. The retrieval time was from the establishment of the database to June 31, 2022. Two researchers with evidence-based nursing training independently completed literature quality evaluation. To extract and summarize the evidence of the literature that meets the quality standard.Results:A total of 17 articles were included, including 8 randomized controlled trials, 5 quasi-experimental studies and 4 cross-sectional studies. The 18 pieces of best evidence were formed, including 5 aspects: basic requirements of thirst management, intervention evaluation, intervention methods, matters needing attention and health education.Conclusions:This study summarized the best evidence of thirst management in ICU patients. Nurses should translate and apply the best evidence in combination with the clinical situation and specific policies of the department to relieve the thirst symptoms of ICU patients.
9.The associations of obesity phenotypes with the risk of hypertension and its transitions among middle-aged and older Chinese adults
Ziyue SHENG ; Shang LOU ; Jin CAO ; Weidi SUN ; Yaojia SHEN ; Yunhan XU ; Ziyang REN ; Wen LIU ; Qian YI ; Peige SONG
Epidemiology and Health 2023;45(1):e2023043-
OBJECTIVES:
This study aimed to investigate the associations of obesity phenotypes with hypertension stages, phenotypes, and transitions among middle-aged and older Chinese.
METHODS:
Using the 2011-2015 waves of the China Health and Retirement Longitudinal Study, we conducted a cross-sectional analysis included 9,015 subjects and a longitudinal analysis included 4,961 subjects, with 4,872 having full data on the hypertension stage and 4,784 having full data on the hypertension phenotype. Based on body mass index and waist circumstance, subjects were categorized into 4 mutually exclusive obesity phenotypes: normal weight with no central obesity (NWNCO), abnormal weight with no central obesity (AWNCO), normal weight with central obesity (NWCO), and abnormal weight with central obesity (AWCO). Hypertension stages were classified into normotension, pre-hypertension, stage 1 hypertension, and stage 2 hypertension. Hypertension phenotypes were categorized as normotension, pre-hypertension, isolated systolic hypertension (ISH), isolated diastolic hypertension (IDH), and systolic-diastolic hypertension (SDH). The association between obesity phenotypes and hypertension was estimated by logistic regression. A comparison between different sexes was conducted by testing the interaction effect of sex.
RESULTS:
NWCO was associated with normal→stage 2 (odds ratio [OR], 1.95; 95% confidence interval [CI], 1.11 to 3.42), maintained stage 1 (OR, 1.62; 95% CI, 1.14 to 2.29), and normal→ISH (OR, 1.39; 95% CI, 1.05 to 1.85). AWCO was associated with normal→stage 1 (OR, 1.75; 95% CI, 1.40 to 2.19), maintained stage 1 (OR, 2.77; 95% CI, 2.06 to 3.72), maintained stage 2 (OR, 2.80; 95% CI, 1.50 to 5.25), normal→ISH (OR, 1.56; 95% CI, 1.20 to 2.02), and normal→SDH (OR, 2.54; 95% CI, 1.72 to 3.75). An interaction effect of sex existed in the association between obesity phenotypes and hypertension stages.
CONCLUSIONS
This study highlights the importance of various obesity phenotypes and sex differences in hypertension progression. Tailored interventions for different obesity phenotypes may be warranted in hypertension management, taking into account sex-specific differences to improve outcomes.
10.Review of application and barriers of the best evidence for airway clearance in ICU patients
Mengyang HU ; Yuanyuan MI ; Wei WU ; Xiaojie WU ; Jian LUO ; Haiyan HUANG ; Yang LIU ; Yunhan DING ; Yingying MENG
Chinese Journal of Modern Nursing 2023;29(29):3985-3993
Objective:To understand the clinical application status of the best evidence for airway clearance in Intensive Care Unit (ICU) patients, analyze the barriers and enablers in the process of evidence application, so as to provide reference for formulating transformation strategies.Methods:The literature on airway clearance in ICU patients was systematically searched in domestic and foreign databases and association websites. The best evidences were summarized based on the included literature, and corresponding review indicators were constructed based on the best evidence for clinical baseline review. From July to August 2022, convenience sampling was used to select 30 nurses and 30 patients from ICU of Union Hospital, Tongji Medical College, Huazhong University of Science and Technology. We conducted barriers and transformation strategy analysis based on the review results.Results:A total of 33 review indicators were formulated. The clinical execution rate of the review indicators was 0 to 100%, with 60.6% (20/33) of the review indicators having a clinical execution rate of <60%. The main barriers were that the specialized team for airway clearance involved great personnel and was difficult to organize, nurses had insufficient awareness and importance of airway clearance knowledge, the department lacked corresponding evaluation tools and equipment, the implementation standards for airway clearance treatment within the department were not sound, and the health education materials for airway clearance were incomplete. The transformation strategy mainly included strengthening leadership support, conducting knowledge training on airway clearance, introducing tools and equipment related to airway clearance, improving the implementation standards of airway clearance and health education materials for airway clearance.Conclusions:There is a significant gap between the best evidence for airway clearance in ICU patients and clinical practice. Timely improvement should be made on relevant barriers to promote the conversion of best evidence into clinical practice and improve patient clinical outcomes.

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