1.Development of A Prognostic Prediction Model for Primary Membranous Nephropathy in the Elderly Based on Machine Learning
Yuzhu XU ; Shuqin LIU ; Dingding WANG ; Wei CHEN ; Xin WANG
Medical Journal of Peking Union Medical College Hospital 2026;17(2):370-381
Elderly patients with primary membranous nephropathy (PMN) exhibit significant prognostic heterogeneity and poor tolerance to immunotherapy. However, there is a lack of early prognostic prediction tools specifically for this population. This study aimed to develop a prognostic prediction model applicable to elderly PMN patients. This study retrospectively included elderly patients with PMN confirmed by renal biopsy. The primary endpoint was a adverse composite outcome including end-stage renal disease (ESRD), a ≥50% decline in estimated glomerular filtration rate (eGFR), or all-cause death. Patients were randomly divided into a training cohort and a validation cohort at a ratio of 7∶3. Key prognostic features were identified using least absolute shrinkage and selection operator (LASSO) regression combined with random survival forest, and a predictive model was constructed based on penalized Cox regression. Model performance was evaluated using the concordance index (C-index), time-dependent area under the receiver operating characteristic curve (AUROC), calibration curves, and decision curve analysis. The SurvSHAP (t) method was employed for interpretability analysis of the model. A total of 309 elderly patients with PMN were included in this study, with a median age of 65.00 years (IQR, 62.00-68.00) and a male predominance 61.2%(189/309).During a median follow-up of 47.00 months (IQR, 25.00-89.00), 38.2%(118/309) reached the endpoint event. The final model included nine key features, including eGFR, total protein (TP), glomerular capsular adhesion, urine glucose, segmental glomerulosclerosis proportion, fibrinogen, urea, age, and activated partial thromboplastin time (APTT). In the validation cohort, the model demonstrated good discrimination, with a C-index of 0.731(95% CI: 0.652-0.797). The time-dependent AUROCs for predicting adverse outcomes at 3, 5, and 10 years were 0.758(95% CI: 0.614-0.901), 0.781(95% CI: 0.646-0.916), and 0.866(95% CI: 0.740-0.993), respectively. Calibration curves demonstrated a high degree of concordance between predicted probabilities and actual event rates. Decision curve analysis confirmed the net clinical benefit of the model.SurvSHAP (t) analysis showed that eGFR, TP, glomerular capsular adhesion, urine glucose, and the proportion of segmental glomerular sclerosis were the top five variables contributing to the model. This prognostic model effectively predicts the risk of adverse outcomes in elderly patients with PMN in the internal validation cohort, offering a potential scientific basis for individualized risk stratification and treatment decision-making in this population.
2.Eculizumab for Refractory Immune Complex-Mediated Glomerulonephritis Following Acute Hepatitis B Infection: A Case Report
Jinyuan LIU ; Dan WANG ; Shuqin LIU ; Wenfang CHEN ; Wei CHEN ; Xin WANG
Medical Journal of Peking Union Medical College Hospital 2026;17(2):389-395
Infection-related glomerulonephritis (IRGN) is an immune-mediated glomerular injury triggered by infectious agents. This article reports a case of immune complex-mediated glomerulonephritis following acute hepatitis B virus infection, which continued to progress despite standard antiviral and immunosuppressive therapy. Given the significant elevation of soluble complement membrane attack complex (sC5b-9), an indicator of terminal complement pathway activation, the patient was treated with eculizumab. Following treatment, the patient's urine protein-to-creatinine ratio significantly decreased, hypoalbuminemia and hematuria markedly improved, and sC5b-9 levels declined. This case suggests that abnormal complement system activation may be a key mechanism driving disease persistence in some patients with IRGN. For those unresponsive to conventional therapy, complement function screening and targeted terminal complement pathway inhibition may represent an effective salvage strategy.
3.Progress in the innovative application of magnetic surgery technology in digestive tract diseases
Chinese Journal of Digestive Surgery 2025;24(4):452-458
Magnetic surgery technology leverages the principle of "non-contact" magnetic force, demonstrating revolutionary potential in the field of digestive surgery. It has been widely applied in areas such as gastrointestinal anastomosis, esophageal atresia recanalization, and biliary stricture treatment. Magnetic surgery techniques can be categorized into the following six major types based on their application methods and principles: magnetic compression technology, magnetic navigation technology, magnetic anchoring technology, magnetic levitation technology, magnetic tracing technology, and magnetic drive technology. These innovative surgical techniques significantly simplify surgical operations, solve complex and difficult problems, and improve clinical treatment outcomes. Meanwhile, the deepening application of magnetic surgery technology requires further standardization of clinical operation and quality control standards, reinforcement of safety research, and acceleration of multidisciplinary integration and development. The authors review the develop-ment history of magnetic surgical technology and offer a perspective on its future, highlighting the core concept of surgical innovation. The authors also summarize the clinical applications of magnetic surgery in the treatment of digestive diseases, as well as its key theoretical and technological advance-ments. Looking forward, the authors anticipate that interdisciplinary collaboration and intelligent development, with the aim of further promoting the continuous innovation of surgical technology and enhancing clinical treatment value.
4.Research on the application of relaxation training combined with exercise intervention in colorectal cancer patients undergoing chemotherapy
Jingyan YUE ; Cheng HANG ; Wei LIU ; Lufen ZHANG ; Qian GENG ; Weifen MENG ; Shuqin ZHU
Chinese Journal of Nursing 2025;60(11):1288-1294
Objective Analysis of the effects of relaxation training combined with exercise intervention in patients with colorectal cancer undergoing chemotherapy,aiming to provide reference for clinical nursing practice.Methods Using a convenience sampling method,80 colorectal cancer patients undergoing chemotherapy in the oncology ward of a tertiary A hospital in Changzhou,Jiangsu Province from November 2022 to November 2023 were selected as study subjects.Patients were divided into an experimental group and a control group using a random number table method,with 40 patients in each group.The experimental group received relaxation training combined with exercise interventionin addition to routine care provided to the control group.The control group received routine care.Differences in 6-minute walking distance,anxiety,depression and quality of life scores before and after six chemotherapy cycles were compared between the 2 groups.Results Finally,70 patients completed the intervention,with 35 patients in each group.After the intervention,there were differences in 6-minute walking distance,anxiety scores,depression scores,and overall health status scores between the 2 groups were all statistically significant(P<0.001).Conclusion Relaxation training combined with exercise intervention can maintain exercise endurance in colorectal cancer patients undergoing chemotherapy and alleviate anxiety and depression to some extent,helping to improve patients' quality of life.
5.Research on the application of relaxation training combined with exercise intervention in colorectal cancer patients undergoing chemotherapy
Jingyan YUE ; Cheng HANG ; Wei LIU ; Lufen ZHANG ; Qian GENG ; Weifen MENG ; Shuqin ZHU
Chinese Journal of Nursing 2025;60(11):1288-1294
Objective Analysis of the effects of relaxation training combined with exercise intervention in patients with colorectal cancer undergoing chemotherapy,aiming to provide reference for clinical nursing practice.Methods Using a convenience sampling method,80 colorectal cancer patients undergoing chemotherapy in the oncology ward of a tertiary A hospital in Changzhou,Jiangsu Province from November 2022 to November 2023 were selected as study subjects.Patients were divided into an experimental group and a control group using a random number table method,with 40 patients in each group.The experimental group received relaxation training combined with exercise interventionin addition to routine care provided to the control group.The control group received routine care.Differences in 6-minute walking distance,anxiety,depression and quality of life scores before and after six chemotherapy cycles were compared between the 2 groups.Results Finally,70 patients completed the intervention,with 35 patients in each group.After the intervention,there were differences in 6-minute walking distance,anxiety scores,depression scores,and overall health status scores between the 2 groups were all statistically significant(P<0.001).Conclusion Relaxation training combined with exercise intervention can maintain exercise endurance in colorectal cancer patients undergoing chemotherapy and alleviate anxiety and depression to some extent,helping to improve patients' quality of life.
6.Progress in the innovative application of magnetic surgery technology in digestive tract diseases
Chinese Journal of Digestive Surgery 2025;24(4):452-458
Magnetic surgery technology leverages the principle of "non-contact" magnetic force, demonstrating revolutionary potential in the field of digestive surgery. It has been widely applied in areas such as gastrointestinal anastomosis, esophageal atresia recanalization, and biliary stricture treatment. Magnetic surgery techniques can be categorized into the following six major types based on their application methods and principles: magnetic compression technology, magnetic navigation technology, magnetic anchoring technology, magnetic levitation technology, magnetic tracing technology, and magnetic drive technology. These innovative surgical techniques significantly simplify surgical operations, solve complex and difficult problems, and improve clinical treatment outcomes. Meanwhile, the deepening application of magnetic surgery technology requires further standardization of clinical operation and quality control standards, reinforcement of safety research, and acceleration of multidisciplinary integration and development. The authors review the develop-ment history of magnetic surgical technology and offer a perspective on its future, highlighting the core concept of surgical innovation. The authors also summarize the clinical applications of magnetic surgery in the treatment of digestive diseases, as well as its key theoretical and technological advance-ments. Looking forward, the authors anticipate that interdisciplinary collaboration and intelligent development, with the aim of further promoting the continuous innovation of surgical technology and enhancing clinical treatment value.
7.Diagnostic value of serum human β-defensin 2 and soluble growth stimulating gene 2 expression levels in pediatric refractory Mycoplasma pneumonia
Lian CAO ; Yanshun MU ; Lihong ZHANG ; Yong YANG ; Xinhui LIU ; Shuqin WU ; Peiwei WANG
Journal of Clinical Medicine in Practice 2025;29(6):20-23,29
Objective To investigate the diagnostic value of serum human β-defensin 2(HBD2)and soluble growth stimulating gene 2(sST2)levels in pediatric refractory Mycoplasma pneumonia.Methods A total of 145 children diagnosed with Mycoplasma pneumonia were recruited,and divided into refractory pneumonia group(n=53)and common pneumonia group(n=92)based on whether they had refractory or common pneumonia.General data were compared between the two groups.Ser-um HBD2 and sST2 levels were measured using enzyme-linked immunosorbent assay(ELISA).Multi-variate logistic regression analysis was used to identify influencing factors for the occurrence of refracto-ry Mycoplasma pneumonia.Receiver operating characteristic(ROC)curve analysis was performed to evaluate the diagnostic value of serum HBD2 and sST2 levels in refractory Mycoplasma pneumonia.Results The proportion of lung consolidation and pleural effusion in refractory pneumonia group was significantly higher,and the fever time was significantly longer than that in common pneumonia group(P<0.05).Serum HBD2 and sST2 levels in the refractory pneumonia group were signifi-cantly higher than those in the common pneumonia group(P<0.05).Multivariate Logistic regres-sion analysis indicated that lung consolidation,pleural effusion,high serum HBD2 level and high serum sST2 level were risk factors for pediatric refractory Mycoplasma pneumonia(P<0.05).The area under the curve and Youden's index for diagnosing pediatric refractory Mycoplasma pneumonia were 0.817 and 0.557 for serum HBD2 level,and 0.841 and 0.607 for serum sST2 level,respec-tively.Combined diagnosis using both markers resulted in an area under the curve of 0.916 and a Youden's index of 0.721.Conclusion The combined detection of serum HBD2 and sST2 levels holds significant diagnostic value for pediatric refractory Mycoplasma pneumonia.
8.Trajectories and influencing factors of intrinsic capacity in elderly hemodialysis patients based on latent class growth model
Huimin WEN ; Shuqin XIAO ; Xue LIU ; Huan FAN
Chinese Journal of Modern Nursing 2025;31(14):1876-1883
Objective:To explore latent categories of trajectories in intrinsic capacity in elderly hemodialysis patients and to analyze their influencing factors.Methods:Elderly hemodialysis patients in the Blood Purification Center of Beijing Tongren Hospital affiliated with Capital Medical University from September 2022 to January 2023, were selected for the study using a convenience sampling method. A baseline survey was conducted using the General Information Questionnaire, Hemodialysis Self-Management Instrument, Social Environmental Factor Scale, and Intrinsic Capacity Scale. The Intrinsic Capacity Scale was used to investigate the intrinsic capacity of patients at 6 and 12 months after baseline. The latent class growth model was used to identify latent categories of intrinsic capacity trajectories of elderly hemodialysis patients. Ordered multiclass Logistic regression was used to analyze the influencing factors of latent categories.Results:A total of 317 elderly hemodialysis patients were investigated at baseline, and finally, 309 completed follow-ups. Among the 309 elderly hemodialysis patients, the trajectory of intrinsic capacity was categorized into a low-level slow-decline group (26.2%, 81/309) , a medium-level smooth-decline group (39.8%, 123/309) , and a high-level slow-decline group (34.0%, 105/309) . Ordered multiclass Logistic regression analysis showed that gender, age, mode of residence, per capita monthly income, type of dialyzer, C-reactive protein, score of hemodialysis self-management scale, housing conditions score, transportation condition score, and environmental condition score were the influencing factors of the latent categories of the trajectory in intrinsic capacity of elderly hemodialysis patients, and the difference was statistically significant ( P<0.05) . Conclusions:There is population heterogeneity in the intrinsic capacity trajectory of elderly hemodialysis patients. Healthcare professionals can provide targeted interventions based on the factors influencing the trajectory.
9.Development trajectory and influencing factors of intrinsic capacity in community-dwelling older adults
Xue LIU ; Shuqin XIAO ; Huimin WEN ; Huan FAN ; Weiyao LI
Chinese Journal of Modern Nursing 2025;31(22):2954-2961
Objective:To investigate the current status and trajectory of intrinsic capacity in community-dwelling older adults and to analyze its influencing factors.Methods:A longitudinal study was conducted from September 2022 to March 2024. A total of 360 older adults were selected by convenience sampling from the Desheng community, Xicheng District of Beijing City and Liucun Community of Xingtai City, Hebei Province. The Intrinsic Capacity Assessment Scale and the Influencing Factors Questionnaire were administered at three-time points: baseline (T1), 6 months (T2), and 12 months (T3). Binary Logistic regression analysis revealed that age, grip strength, the number of geriatric syndromes, and types of social activities were significant influencing factors of intrinsic capacity trajectories in community-dwelling older adults ( P<0.05) . Results:A total of 360 participants were assessed at T1, with 58 and 30 lost to follow-up at T2 and T3, development respectively. Ultimately, 272 older adults completed the follow-up. The growth mixture modeling identified two trajectory types: a high-score stable group (92.3%, 251/272) and a low-score declining group (7.7%, 21/272). Binary Logistic regression analysis showed that age, grip strength, number of geriatric syndromes, and types of social activities were influencing factors of intrinsic capacity trajectories in community-dwelling older adults ( P<0.05) . Conclusions:Intrinsic capacity development trajectories in community-dwelling older adults are heterogeneous. Healthcare professionals should focus on older adults with advanced age, lower grip strength, more geriatric syndromes, and fewer types of social activities to assess and manage their intrinsic capacity and formulate targeted interventions at an early stage.
10.Advances in physiological and molecular mechanisms of therapeutic re-lief of type 2 diabetes mellitus by weight loss
Danqi QIU ; Jie CHEN ; Hao LIU ; Li LI ; Shuqin CHEN
Chinese Journal of Pathophysiology 2025;41(7):1407-1413
Type 2 diabetes mellitus(T2DM)has emerged as a significant public health challenge and a con-siderable threat to human well-being due to its chronic nature.Consequently,it cannot be overlooked.In response to this pressing issue,scientific weight loss treatments have demonstrated their effectiveness as a coping strategy.Particularly,for patients in the early stages of the disease with preserved pancreatic islet function and obesity,weight loss treatment has been shown to significantly enhance their glucose tolerance and ameliorate metabolic disorders.Ongoing research has led to a growing body of evidence regarding the mechanisms and clinical data supporting the use of weight loss therapy in miti-gating type 2 diabetes.This paper aims to evaluate the impact of weight loss therapy on the major metabolic organs of the body,such as the liver,pancreas,skeletal muscle,and adipose tissue,and to delve into the physiological and molecular mechanisms involved in the remission of T2DM.

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