Objective:To investigate lymph node metastasis(LNM)in the prostatic anterior fat pad(PAFP)of PCa patients after robot-assisted radical prostatectomy(RARP),and analyze the clinicopathological features and prognosis of LNM in the PAFP.Methods:We retrospectively analyzed the clinicopathological data on 1 003 cases of PCa treated by RARP in the Department of Urolo-gy of PLA General Hospital from January 2017 to December 2022.All the patients underwent routine removal of the PAFP during RARP and pathological examination,with the results of all the specimens examined and reported by pathologists.Based on the pres-ence and locations of LNM,we grouped the patients for statistical analysis,compared the clinicopathological features between different groups using the Student's t,Mann-Whitney U and Chi-square tests,and conducted survival analyses using the Kaplan-Meier and Log-rank methods and survival curves generated by Rstudio.Results:Lymph nodes were detected in 77(7.7％)of the 1 003 PAFP samples,and LNM in 11(14.3％)of the 77 cases,with a positive rate of 1.1％(11/1 003).Of the 11 positive cases,9 were found in the upgraded pathological N stage,and the other 2 complicated by pelvic LNM.The patients with postoperative pathological stage≥T3 constituted a significantly higher proportion in the PAFP LNM than in the non-PAFP LNM group(81.8％[9/11]vs 36.2％[359/992],P=0.005),and so did the cases with Gleason score ≥8(87.5％[7/8]vs 35.5％[279/786],P=0.009).No statisti-cally significant differences were observed in the clinicopathological features and biochemical recurrence-free survival between the pa-tients with PAFP LNM only and those with pelvic LNM only.Conclusion:The PAFP is a potential route to LNM,and patients with LNM in the PAFP are characterized by poor pathological features.There is no statistically significant difference in biochemical recur-rence-free survival between the patients with PAFP LNM only and those with pelvic LNM only.Routine removal of the PAFP and inde-pendent pathological examination of the specimen during RARP is of great clinical significance.

Objective:To analyze the mediating effect of cardiovascular health status (CVH) on the association between educational level and cardiovascular disease (CVD).Methods:The participants were from Shanghai Suburban Adult Cohort and Biobank, and questionnaire survey, physical examination, blood biochemistry were conducted from 2016 to 2020 for baseline information collection, and follow up was conducted until March 31, 2024 based on the medical data, CVD incidence data and death surveillance data at different levels. The associations of educational level, CVH and time to CVD onset of the study population were analyzed using the accelerated failure time model to analyze the mediating effects of CVH, health behaviors, and health factors in the association of educational level and time to CVD onset. The mediating effects of educational level, gender, and age moderated associations were also analyzed.Results:A total of 57 312 participants were included, with 2 780 new cases of CVD during a median follow-up of 6.71 (6.71-6.72) years, and a mean incidence density of 7.77/1 000 person-years (95% CI: 7.48/1 000 person-years -8.06/1 000 person-years). In total, the less educational level and the lower CVH, the higher CVD incidence density ( P<0.05). The results of accelerated failure time models showed that the time ratio for CVD-free survival was 1.15 (95% CI: 1.06-1.24) and 1.33 (95% CI: 1.10-1.60) for moderate and high educational level, respectively. The results of the mediation effect analysis showed that the association between moderate and high educational level and time to CVD onset was 29.60% (20.50%-50.00%) and 36.10% (23.80%-59.00%), 9.97% (5.07%-20.00%) and 13.84% (6.84%-29.00%), 15.24% (9.64%-27.00%) and 17.55% (11.58%-33.00%) of mediators mediated by CVH, health behaviors, health factors, respectively. Among them, there was an exposure-mediated interaction of educational level and a positive moderating effect of age. Conclusion:CVH, health behaviors and health factors had a proportionate mediating effect in the association between educational level and risk of CVD development.

Objective: To investigate the effect of intraarticular hemorrhage on extending knee joint contracture model in rats . Methods: 18 mature male SD rats were divided into 3 groups by random number table method . The control group ( group C) was not immobilized and was killed after 4 weeks of feeding . In the simple fixation group( M1 group) , the left lower limb knee joint was immobilized in straight position for 4 weeks . The blood fixationgroup (M2 group) was injected into the knee cavity with body blood and immobilized in a straight position for 4 weeks . The knee joint motion of each group was measured by the joint motion measuring instrument under a stand⁃ard torque . The contracture degree was calculated by the joint range of motion of the knee joint before and after muscles separation . HE staining and Masson staining were used to detect the number of cells and collagen deposi⁃tion in the anterior joint capsule . The protein expressions of transforming growth factor 1 (TGF⁃ β1) , wingless⁃type MMTV integration site family , member 1 ( Wnt1) and beta⁃catenin ( β⁃catenin) in the anterior articular capsule were detected by Western blotting . Results: Compared with group C , total knee contracture and arthrogenic con⁃tracture of rats in M1 and M2 groups increased , and the difference was statistically significant (P < 0. 05) . At the same time , the degree of total contracture and arthrogenic contracture in M2 group was higher than that in M1 group , and the difference was statistically significant (P < 0. 05) . Compared with group C , the number of anterior joint capsule cells and collagen deposition in M1 and M2 groups increased , and the difference was statistically sig⁃group were higher than those in M1 group , and the difference was statistically significant (P < 0. 05) . Compared with group C , the protein expressions of TGF⁃ β1 , Wnt1 and β ⁃catenin in the anterior articular capsule of rats in M1 expressions of TGF⁃ β1 , Wnt1 and β ⁃catenin in the anterior articular capsule of the knee joint in M2 group were sig⁃nificantly higher than those in M1 group , with statistical significance (P < 0. 05) . Conclusion Joint immobiliza⁃ tion can lead to joint contracture , and joint bleeding aggravates the degree of joint capsule fibrosis induced by im⁃mobilization .

Objective:To explore any myogenic effect of extracorporeal shock wave therapy (ESWT) on shoulder joint contracture.Methods:Sixty-eight patients with shoulder contracture were enrolled and randomly divided into a conventional therapy group ( n=34) and an ESWT group ( n=34) for this clinical trial. The conventional therapy group received standard rehabilitation treatment, while the ESWT group received additional extracorporeal shock wave therapy. In addition, 24 Sprague-Dawley rats were randomly assigned to a blank control group, a model group, a natural recovery group, or an ESWT animal group, each of 6. All of the groups except the blank control group had contracture modeled using plaster cast immobilization of the left shoulder joint. After successful modeling, the natural recovery group was routinely raised for two weeks, while the ESWT animal group received two weeks of extracorporeal shock wave intervention. In both the clinical and animal experiments, ESWT was administered twice weekly (every Tuesday and Friday) for two consecutive weeks. Before and after the treatment, the patient groups were assessed using a visual analog scale (VAS) for pain, shoulder range of motion (ROM), and the root mean square (RMS) values of the surface electromyographs of the peri-shoulder muscles. Shoulder ROM was assessed in all four of the rat groups after the ESWT treatment, and histological analysis of the supraspinatus muscle was performed. Results:After the treatment, both patient groups showed significant improvements in their average VAS scores, active and passive shoulder ROM, and RMS values. On average, the ESWT group demonstrated significantly greater improvements than the conventional therapy group in active forward flexion, passive forward flexion, active abduction, passive abduction, and the RMS values of the deltoid, biceps brachii, and triceps brachii muscles. After the treatment the left shoulder abduction angle had been reduced significantly in the model group (to 96.00±2.37)°, the natural recovery group (103.00±4.05)° and the ESWT animal group (121.33±4.89)° compared to the blank control group (154.50±2.35)°. Both the natural recovery group and the ESWT animal group had significantly greater shoulder abduction angles than the model group, and the ESWT animal group also demonstrated a significantly larger abduction angle than the natural recovery group. After the treatment, significant differences between the model group and the blank control group were observed in the cross-sectional area of left supraspinatus muscle fibers and the proportion of collagen. The ESWT animal group too exhibited significantly improved muscle fiber cross-sectional area and collagen proportion compared to the natural recovery group.Conclusions:Shoulder joint contracture is accompanied by significant myopathic changes (muscle atrophy and fibrosis). ESWT effectively ameliorates these problems while enhancing muscle strength and functional recovery.

Objective:To analyze the mediating effect of cardiovascular health status (CVH) on the association between educational level and cardiovascular disease (CVD).Methods:The participants were from Shanghai Suburban Adult Cohort and Biobank, and questionnaire survey, physical examination, blood biochemistry were conducted from 2016 to 2020 for baseline information collection, and follow up was conducted until March 31, 2024 based on the medical data, CVD incidence data and death surveillance data at different levels. The associations of educational level, CVH and time to CVD onset of the study population were analyzed using the accelerated failure time model to analyze the mediating effects of CVH, health behaviors, and health factors in the association of educational level and time to CVD onset. The mediating effects of educational level, gender, and age moderated associations were also analyzed.Results:A total of 57 312 participants were included, with 2 780 new cases of CVD during a median follow-up of 6.71 (6.71-6.72) years, and a mean incidence density of 7.77/1 000 person-years (95% CI: 7.48/1 000 person-years -8.06/1 000 person-years). In total, the less educational level and the lower CVH, the higher CVD incidence density ( P<0.05). The results of accelerated failure time models showed that the time ratio for CVD-free survival was 1.15 (95% CI: 1.06-1.24) and 1.33 (95% CI: 1.10-1.60) for moderate and high educational level, respectively. The results of the mediation effect analysis showed that the association between moderate and high educational level and time to CVD onset was 29.60% (20.50%-50.00%) and 36.10% (23.80%-59.00%), 9.97% (5.07%-20.00%) and 13.84% (6.84%-29.00%), 15.24% (9.64%-27.00%) and 17.55% (11.58%-33.00%) of mediators mediated by CVH, health behaviors, health factors, respectively. Among them, there was an exposure-mediated interaction of educational level and a positive moderating effect of age. Conclusion:CVH, health behaviors and health factors had a proportionate mediating effect in the association between educational level and risk of CVD development.

Objective:To utilize single-nucleus RNA sequencing(snRNA-seq) technology to investigate the primary cell subpopulations in human limb venous malformations (VMs) tissue and the role of the key gene RhoJ.Methods:Surgical resection specimens of VMs tissues and surrounding normal vein tissues were collected from 100 clinically diagnosed and screened patients with limb VMs at the Department of Hemangioma Surgery of the Third Affiliated Hospital of Zhengzhou University from January 2021 to December 2023. (1) Transcriptome analysis: Three patient samples were randomly selected for snRNA-seq studies, with the surgically removed VMs tissue serving as the experimental group and the surrounding normal vein tissue as the control group. A gene expression matrix for cell nuclei was established, followed by data quality control, dimensionality reduction, clustering, and cell type annotation. Cell-to-cell communication analysis was performed using the R language CellChat package to identify dominant cell subpopulations. The FindMarkers function was utilized to screen for differentially expressed genes (DEGs) between the dominant cell subpopulations of the experimental and control groups, and functional enrichment analysis was conducted. (2) Tissue experiments: An additional 35 patient samples from both the experimental and control groups were randomly selected. The mRNA and protein expression levels of the RhoJ gene were measured using real-time quantitative PCR (RT-qPCR) and Western blotting, respectively. (3) Validation experiments with human umbilical vein endothelial cells (HUVECs): HUVECs were transfected with pcDNA3.1-NC (blank control) and pcDNA3.1-RhoJ (plasmid expression vector carrying the RhoJ gene), respectively. The biological behavior differences between the two groups of cells were examined using the CCK-8 cell proliferation assay, Transwell invasion assay, and Matrigel angiogenesis assay. Measurement data conforming to a normal distribution were expressed as Mean±SD, and comparisons between the two groups were performed using an independent samples t-test. Results:Through CellChat intercellular communication analysis, it was discovered that endothelial cells were the predominant cell subpopulation in both the experimental and control groups, exhibiting strong communication links with other cell subpopulations. In the analysis of DEGs, it was found that the RhoJ gene in endothelial cells was significantly involved in the biological processes of angiogenesis and regulation. In tissue experiments, RT-qPCR and Western bloting results indicated that the relative expression levels of RhoJ mRNA (4.48±1.29 vs. 1.01±0.17) and protein (1.22±0.03 vs. 0.51±0.20) in the experimental group were significantly higher than those in the control group, with statistically significant differences ( P<0.01 for both). The results of the HUVECs validation experiment showed that the cell proliferation, invasion, and angiogenesis abilities of the pcDNA3.1-RhoJ group were significantly enhanced compared to the pcDNA3.1-NC group. Conclusion:Endothelial cells represent the dominant cell subpopulation during the occurrence and locally invasive progression of VMs, playing a crucial role in this process. The RhoJ gene is significant in regulating the biological behavior of VMs endothelial cells.

Objective:To explore any myogenic effect of extracorporeal shock wave therapy (ESWT) on shoulder joint contracture.Methods:Sixty-eight patients with shoulder contracture were enrolled and randomly divided into a conventional therapy group ( n=34) and an ESWT group ( n=34) for this clinical trial. The conventional therapy group received standard rehabilitation treatment, while the ESWT group received additional extracorporeal shock wave therapy. In addition, 24 Sprague-Dawley rats were randomly assigned to a blank control group, a model group, a natural recovery group, or an ESWT animal group, each of 6. All of the groups except the blank control group had contracture modeled using plaster cast immobilization of the left shoulder joint. After successful modeling, the natural recovery group was routinely raised for two weeks, while the ESWT animal group received two weeks of extracorporeal shock wave intervention. In both the clinical and animal experiments, ESWT was administered twice weekly (every Tuesday and Friday) for two consecutive weeks. Before and after the treatment, the patient groups were assessed using a visual analog scale (VAS) for pain, shoulder range of motion (ROM), and the root mean square (RMS) values of the surface electromyographs of the peri-shoulder muscles. Shoulder ROM was assessed in all four of the rat groups after the ESWT treatment, and histological analysis of the supraspinatus muscle was performed. Results:After the treatment, both patient groups showed significant improvements in their average VAS scores, active and passive shoulder ROM, and RMS values. On average, the ESWT group demonstrated significantly greater improvements than the conventional therapy group in active forward flexion, passive forward flexion, active abduction, passive abduction, and the RMS values of the deltoid, biceps brachii, and triceps brachii muscles. After the treatment the left shoulder abduction angle had been reduced significantly in the model group (to 96.00±2.37)°, the natural recovery group (103.00±4.05)° and the ESWT animal group (121.33±4.89)° compared to the blank control group (154.50±2.35)°. Both the natural recovery group and the ESWT animal group had significantly greater shoulder abduction angles than the model group, and the ESWT animal group also demonstrated a significantly larger abduction angle than the natural recovery group. After the treatment, significant differences between the model group and the blank control group were observed in the cross-sectional area of left supraspinatus muscle fibers and the proportion of collagen. The ESWT animal group too exhibited significantly improved muscle fiber cross-sectional area and collagen proportion compared to the natural recovery group.Conclusions:Shoulder joint contracture is accompanied by significant myopathic changes (muscle atrophy and fibrosis). ESWT effectively ameliorates these problems while enhancing muscle strength and functional recovery.

Objective:To utilize single-nucleus RNA sequencing(snRNA-seq) technology to investigate the primary cell subpopulations in human limb venous malformations (VMs) tissue and the role of the key gene RhoJ.Methods:Surgical resection specimens of VMs tissues and surrounding normal vein tissues were collected from 100 clinically diagnosed and screened patients with limb VMs at the Department of Hemangioma Surgery of the Third Affiliated Hospital of Zhengzhou University from January 2021 to December 2023. (1) Transcriptome analysis: Three patient samples were randomly selected for snRNA-seq studies, with the surgically removed VMs tissue serving as the experimental group and the surrounding normal vein tissue as the control group. A gene expression matrix for cell nuclei was established, followed by data quality control, dimensionality reduction, clustering, and cell type annotation. Cell-to-cell communication analysis was performed using the R language CellChat package to identify dominant cell subpopulations. The FindMarkers function was utilized to screen for differentially expressed genes (DEGs) between the dominant cell subpopulations of the experimental and control groups, and functional enrichment analysis was conducted. (2) Tissue experiments: An additional 35 patient samples from both the experimental and control groups were randomly selected. The mRNA and protein expression levels of the RhoJ gene were measured using real-time quantitative PCR (RT-qPCR) and Western blotting, respectively. (3) Validation experiments with human umbilical vein endothelial cells (HUVECs): HUVECs were transfected with pcDNA3.1-NC (blank control) and pcDNA3.1-RhoJ (plasmid expression vector carrying the RhoJ gene), respectively. The biological behavior differences between the two groups of cells were examined using the CCK-8 cell proliferation assay, Transwell invasion assay, and Matrigel angiogenesis assay. Measurement data conforming to a normal distribution were expressed as Mean±SD, and comparisons between the two groups were performed using an independent samples t-test. Results:Through CellChat intercellular communication analysis, it was discovered that endothelial cells were the predominant cell subpopulation in both the experimental and control groups, exhibiting strong communication links with other cell subpopulations. In the analysis of DEGs, it was found that the RhoJ gene in endothelial cells was significantly involved in the biological processes of angiogenesis and regulation. In tissue experiments, RT-qPCR and Western bloting results indicated that the relative expression levels of RhoJ mRNA (4.48±1.29 vs. 1.01±0.17) and protein (1.22±0.03 vs. 0.51±0.20) in the experimental group were significantly higher than those in the control group, with statistically significant differences ( P<0.01 for both). The results of the HUVECs validation experiment showed that the cell proliferation, invasion, and angiogenesis abilities of the pcDNA3.1-RhoJ group were significantly enhanced compared to the pcDNA3.1-NC group. Conclusion:Endothelial cells represent the dominant cell subpopulation during the occurrence and locally invasive progression of VMs, playing a crucial role in this process. The RhoJ gene is significant in regulating the biological behavior of VMs endothelial cells.

Objective:To predict suicidal behaviors in patients with bipolar disorder by constructing a machine learning model based on random forest and backpropagation neural network, and provide clinical decision support for the prevention and intervention of patient suicide.Methods:From January 2020 to August 2023, 1 005 patients with bipolar disorder were enrolled.The general clinical data and social dysfunction, anxiety, depression scores of all patients were collected.The random forest algorithm was applied for feature selection, and backpropagation neural network model was constructed for evaluating the model's fitting effect and predictive performance.Results:There were statistically significant differences in sociodemographic characteristics and physiological and psychological factors among the suicide attempt group ( n=293), suicide ideation group ( n=332) and non-suicidal group ( n=380) of patients with bipolar disorder( P<0.05).Using the random forest algorithm identified six main predictive variables: educational level, age, free triiodothyronine (FT3), cognitive impairment, hopelessness and psychogenic anxiety.The developed backpropagation neural network model achieved a precision rate of 79.3%, a recall rate of 79.6%, an F1 score of 79.4%, and an AUC of 0.89 on the test set, indicating that the model predictive performance has high accuracy and discriminative power. Conclusion:This study developed a machine learning model for predicting suicide in patients with bipolar disorder, which possesses high accuracy and discriminative ability, providing a decision-making basis for the prevention and intervention of suicidal behaviors in patients with bipolar disorder.

Objective:To predict suicidal behaviors in patients with bipolar disorder by constructing a machine learning model based on random forest and backpropagation neural network, and provide clinical decision support for the prevention and intervention of patient suicide.Methods:From January 2020 to August 2023, 1 005 patients with bipolar disorder were enrolled.The general clinical data and social dysfunction, anxiety, depression scores of all patients were collected.The random forest algorithm was applied for feature selection, and backpropagation neural network model was constructed for evaluating the model's fitting effect and predictive performance.Results:There were statistically significant differences in sociodemographic characteristics and physiological and psychological factors among the suicide attempt group ( n=293), suicide ideation group ( n=332) and non-suicidal group ( n=380) of patients with bipolar disorder( P<0.05).Using the random forest algorithm identified six main predictive variables: educational level, age, free triiodothyronine (FT3), cognitive impairment, hopelessness and psychogenic anxiety.The developed backpropagation neural network model achieved a precision rate of 79.3%, a recall rate of 79.6%, an F1 score of 79.4%, and an AUC of 0.89 on the test set, indicating that the model predictive performance has high accuracy and discriminative power. Conclusion:This study developed a machine learning model for predicting suicide in patients with bipolar disorder, which possesses high accuracy and discriminative ability, providing a decision-making basis for the prevention and intervention of suicidal behaviors in patients with bipolar disorder.