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.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.
4.Best evidence summary for preventing and managing post-transplant diabetes mellitus in lung transplant patients
Yao HUANG ; Lihua CHEN ; Qingqing SHENG ; Xinning WANG ; Tingting HE ; Yufeng TAN ; Shuqin ZHANG
Chongqing Medicine 2025;54(7):1667-1672,1678
Objective To retrieve,analyze and synthesize evidence on post-transplant diabetes mellitus(PTDM)in lung transplant patients,providing reference for clinical healthcare professionals in preventing and managing PTDM in lung transplant patients.Methods Based on the"6S"evidence model,systematic searches were conducted across guideline websites,professional associations,and Chinese/English databases regarding post-transplant diabetes mellitus(PTDM)in lung transplant patients.The search period spanned from data-base inception to January 2025.Two researchers independently completed literature screening,quality assess-ment,and evidence extraction.Results A total of 14 articles were included,comprising 1 clinical decision,2 guidelines,5 expert consensuses,2 specifications,1 evidence summary,and 3 systematic reviews.Twenty-four pieces of best evidence were synthesized from seven aspects:risk factors,diagnosis,screening,prevention,treatment,glycemic control targets,and health education.Conclusion The best evidence for preventing and managing post-transplant diabetes mellitus in lung transplant patients provides an evidence-based foundation for clinical practice among healthcare professionals.Evidence should be selected and applied according to spe-cific clinical situations and patient needs.
5.Research Progress in the Clinical Efficacy and Mechanism of TCM for the Treatment of Functional Dyspepsia with Liver Depression and Spleen Deficiency Syndrome
Chengfei AN ; Yingying CHEN ; Jing NING ; Huanan LI ; Wei ZHANG ; An BAO ; Shuqin LIU ; Tao TAN
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(1):181-185
Functional dyspepsia(FD)is a common functional gastrointestinal disease in clinical practice,which has the characteristics of high incidence,difficult to cure,and recurrence.FD belongs to the categories of"ruffian"and"stomach pain"in TCM,and the disease is located in the stomach,which is closely related to the liver and spleen,and the syndrome of liver depression and spleen deficiency is the most common.This article summarized the literature related to the TCM treatment for FD with liver depression and spleen deficiency syndrome,and concluded the clinical application,efficacy characteristics and mechanism,so as to provide reference for clinical treatment and basic research.The analysis found that the clinical efficacy of TCM in the treatment of FD is significant,which can not only improve the digestive symptoms of patients,but also improve their anxiety and depression state and daily life quality,and has the characteristics of overall regulation,syndrome differentiation and treatment,and improvement of physical fitness.Its mechanism may involve multiple pathways and levels such as abnormal gastric motility,abnormal brain-intestinal interaction and immune inflammatory response.
6.Batokines in the cross-talk between brown adipose tissue and other organs: An update
Hao LIU ; Jie CHEN ; Danqi QIU ; Kailai XU ; Li LI ; Shuqin CHEN
Chinese Journal of Endocrinology and Metabolism 2025;41(2):156-163
Brown adipose tissue(BAT), a metabolically active organ, not only plays a pivotal role in thermogenesis, but also exerts endocrine effects that regulate both its own metabolic processes and the function of various other organ systems. These effects are primarily mediated by brown adipose tissue-derived factors, or batokines. Recent advances in the understanding of batokine types, target organs, and underlying mechanisms have highlighted their significant role in the crosstalk between BAT and other organs. This review focuses on the various batokines secreted by BAT and their involvement in regulating interactions with key target organs such as the liver, cardiovascular system, skeletal muscle, and nervous system. By examining the specific functions and molecular mechanisms of these factors, this review aims to offer novel insights and suggest potential research directions for the prevention and treatment of related metabolic diseases.
7.Practice effect of bundled management strategies for induction of labor: a single-center historical controlled study
Qing SHENG ; Shuqin ZHANG ; Tiantian SHA ; Yangyu ZHAO ; Lian CHEN
Chinese Journal of Obstetrics and Gynecology 2025;60(11):842-851
Objective:To investigate the impact of bundled management of late-pregnancy induction strategies on induction time and maternal and perinatal clinical outcomes.Methods:This was a historical control study, including 61 pregnant women before the implementation of the bundled management strategies for induction protocol in September 2024, and 78 pregnant women after the implementation in December 2024, who received regular prenatal check-ups and finally admitted to Peking University Third Hospital for elective induction of labor at term. The rate of successful induction, the rate of reaching active phase, induction to labor length, duration of labor, hospital stay, and adverse maternal and preinatal outcomes and other information were compared between two groups. Logistic regression model was used to analyze the factors affecting the rates of successful labor induction and reaching active phase. Kaplan-Meier survival curves were plotted for induction to labor length and duration of labor, and the Cox proportional hazards regression model was used to analyze the impact of the bundled management strategies for induction strategies on the above indicators.Results:(1) Compared with the group before implementation, the group after implementation had a shorter induction to labor length (median: 47.4 vs 35.1 h), a shorter duration of labor (median: 14.0 vs 10.5 h), and a shorter hospital stay (median: 6 vs 4 d). The rate of successful induction increased [87% (53/61) vs 97% (76/78)], and the rate of reaching active phase increased [70% (43/61) vs 86% (67/78)]; the differences were statistically significant (all P<0.05). (2) Multivariate logistic regression analysis showed that the implementation of the bundled management strategies promoted successful induction ( OR=7.299, 95% CI: 1.189-44.800; P=0.032) and reaching active phase ( OR=2.640, 95% CI: 1.003-6.951; P=0.049). A pre-pregnancy body mass index<18.5 kg/m2 promoted successful induction ( OR=9.142, 95% CI: 1.154-72.423; P=0.036). (3) Kaplan-Meier curve analysis indicated that compared with the group before the implementation, the group after the implementation had a significantly shorter induction to labor length ( χ2=13.883, P<0.001) and a shorter duration of labor ( χ2=5.72, P=0.017). Cox proportional hazards regression analysis showed that the implementation of the bundled management strategies for induction protocol was a protective factor for shortening induction to labor length ( HR=1.806, 95% CI: 1.186-2.749; P=0.006) and duration of labor ( HR=1.677, 95% CI: 1.066-2.637; P=0.025). A cervical Bishop score >3 at admission was a protective factor for shortening the induction to labor length ( HR=1.627, 95% CI: 1.110-2.384; P=0.013), and parity was a protective factor for shortening the duration of labor ( HR=3.370, 95% CI: 1.806-6.288; P<0.001). Conclusions:By the implementation of the bundled management strategies for induction protocol, it is possible to promote successful induction of labor and reaching the active phase for pregnant women undergoing induction. This approach also shortens induction to labor length and the duration of labor, without increasing the risk of maternal and perinatal complications.
8.Status and influencing factors of feeding intolerance in patients with enteral nutrition after lung transplantation
Lihua CHEN ; Yao HUANG ; Qingqing SHENG ; Yufeng TAN ; Shuqin ZHANG ; Xiaoqun HUANG ; Mengmeng XU
Chinese Journal of Nursing 2025;60(7):849-855
Objective To investigate the status of feeding intolerance in patients with enteral nutrition after lung transplantation and analyze its influencing factors,to provide a reference for formulating a reasonable enteral nutrition plan and improving patients'nutritional status.Methods Convenient sampling method was used to retrospectively collect the clinical data of 115 patients who received enteral nutrition support after lung transplantation and were hospitalized in the ICU of a tertiary hospital in Guangdong Province from August 2022 to November 2023.According to the occurrence of feeding intolerance during ICU hospitalization,the patients were divided into a feeding tolerance group and a feeding intolerance group.Univariate and logistic regression analysis were used to analyze the influencing factors of feeding intolerance patients with enteral nutrition after lung transplantation.Results Within 7 days of initiating enteral nutrition,a total of 63 patients developed feeding intolerance,with an incidence of 54.78%.Among them,the incidence of feeding intolerance was relatively high within 1 to 3 days after initiating enteral feeding.The clinical manifestations of feeding intolerance were diarrhea,bloating,gastric retention,vomiting/regurgitation,among which the diarrhea was the highest incidence(87.30%).Logi-stic regression analysis showed that intraoperative net balance volume(OR=0.999),intraoperative blood transfusion(OR=1.001)volume and diabetes history(OR=0.170)were independent influencing factors for feeding intolerance in patients with enteral nutrition after lung transplantation(P<0.05).Conclusion There was a high incidence of feed-ing intolerance in patients with enteral nutrition after lung transplantation.Patients undergoing lung transplantation who have a high net intraoperative fluid balance,receive a low volume of intraoperative blood transfusions,and have a history of diabetes are at a lower risk of developing feeding intolerance when receiving postoperative enteral nutrition.When starting enteral nutrition,medical staff should dynamically evaluate the risk factors of feeding intolerance,screen high-risk patients as early as possible,and formulate reasonable enteral nutrition programs to improve the nutritional status of patients and promote their rehabilitation.
9.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.
10.Practice effect of bundled management strategies for induction of labor: a single-center historical controlled study
Qing SHENG ; Shuqin ZHANG ; Tiantian SHA ; Yangyu ZHAO ; Lian CHEN
Chinese Journal of Obstetrics and Gynecology 2025;60(11):842-851
Objective:To investigate the impact of bundled management of late-pregnancy induction strategies on induction time and maternal and perinatal clinical outcomes.Methods:This was a historical control study, including 61 pregnant women before the implementation of the bundled management strategies for induction protocol in September 2024, and 78 pregnant women after the implementation in December 2024, who received regular prenatal check-ups and finally admitted to Peking University Third Hospital for elective induction of labor at term. The rate of successful induction, the rate of reaching active phase, induction to labor length, duration of labor, hospital stay, and adverse maternal and preinatal outcomes and other information were compared between two groups. Logistic regression model was used to analyze the factors affecting the rates of successful labor induction and reaching active phase. Kaplan-Meier survival curves were plotted for induction to labor length and duration of labor, and the Cox proportional hazards regression model was used to analyze the impact of the bundled management strategies for induction strategies on the above indicators.Results:(1) Compared with the group before implementation, the group after implementation had a shorter induction to labor length (median: 47.4 vs 35.1 h), a shorter duration of labor (median: 14.0 vs 10.5 h), and a shorter hospital stay (median: 6 vs 4 d). The rate of successful induction increased [87% (53/61) vs 97% (76/78)], and the rate of reaching active phase increased [70% (43/61) vs 86% (67/78)]; the differences were statistically significant (all P<0.05). (2) Multivariate logistic regression analysis showed that the implementation of the bundled management strategies promoted successful induction ( OR=7.299, 95% CI: 1.189-44.800; P=0.032) and reaching active phase ( OR=2.640, 95% CI: 1.003-6.951; P=0.049). A pre-pregnancy body mass index<18.5 kg/m2 promoted successful induction ( OR=9.142, 95% CI: 1.154-72.423; P=0.036). (3) Kaplan-Meier curve analysis indicated that compared with the group before the implementation, the group after the implementation had a significantly shorter induction to labor length ( χ2=13.883, P<0.001) and a shorter duration of labor ( χ2=5.72, P=0.017). Cox proportional hazards regression analysis showed that the implementation of the bundled management strategies for induction protocol was a protective factor for shortening induction to labor length ( HR=1.806, 95% CI: 1.186-2.749; P=0.006) and duration of labor ( HR=1.677, 95% CI: 1.066-2.637; P=0.025). A cervical Bishop score >3 at admission was a protective factor for shortening the induction to labor length ( HR=1.627, 95% CI: 1.110-2.384; P=0.013), and parity was a protective factor for shortening the duration of labor ( HR=3.370, 95% CI: 1.806-6.288; P<0.001). Conclusions:By the implementation of the bundled management strategies for induction protocol, it is possible to promote successful induction of labor and reaching the active phase for pregnant women undergoing induction. This approach also shortens induction to labor length and the duration of labor, without increasing the risk of maternal and perinatal complications.

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