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.
3.A clinical comparative study of domestic nasal packing sponge and imported nasopore sponge in post-sinusotomy care.
Shengyang LIU ; Tao LI ; Shujuan SUN ; Peng YU ; Yanyi TU ; Limian XIAO ; Yuzhu WAN ; Li SHI
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(1):71-76
Objective:This study aims to investigate the differences in hemostatic efficacy and patient comfort between an innovative domestically produced biodegradable nasal packing sponge and a traditional absorbent sponge following endoscopic nasal surgery. Methods:A prospective, randomized controlled trial design was utilized, including 30 patients who were divided into two groups according to random allocation, each receiving one of the two types of nasal packing. The study assessed the hemostatic efficacy, comfort, and safety of the materials by comparing the rates of no bleeding within 24 hours after packing, re-bleeding rates after 48 hours, pain ratings in the head and nasal areas, scores on a visual analog scale for nasal ocular symptoms, and safety indicators between the two groups. Results:The rates of no bleeding within 24 hours post-packing were 73.33% for both the experimental and control groups, with a no-bleeding rate of 100% after 48 hours in both groups. The pain rating in the head and nasal areas at various times post-packing was Grade Ⅰ(100%) in both groups, with no statistically significant difference(P=1.000). The experimental groups sneezing score on the day of packing was(0.73±1.03), lower than the control groups(2.27±1.67), (P=0.007); after 48 hours, the experimental groups sneezing score was(0.67±0.98), also lower than the control groups(1.67±1.18), (P=0.019). There was no significant difference between the two groups in the Lund-Kennedy scoring during endoscopic examinations at the screening period, 7 days, 1 month, and 3 months post-packing(P>0.05). Laboratory tests for other examination indicators were normal in both groups. Conclusion:The innovative domestically produced biodegradable nasal packing sponge not only provides hemostatic efficacy comparable to imported materials but also significantly improves patient comfort after surgery. It represents an economical and effective choice for nasal packing materials.
Humans
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Prospective Studies
;
Surgical Sponges
;
Endoscopy/methods*
;
Male
;
Female
;
Epistaxis/prevention & control*
;
Middle Aged
;
Nasal Surgical Procedures/methods*
;
Adult
4.Expert consensus on the application of nasal cavity filling substances in nasal surgery patients(2025, Shanghai).
Keqing ZHAO ; Shaoqing YU ; Hongquan WEI ; Chenjie YU ; Guangke WANG ; Shijie QIU ; Yanjun WANG ; Hongtao ZHEN ; Yucheng YANG ; Yurong GU ; Tao GUO ; Feng LIU ; Meiping LU ; Bin SUN ; Yanli YANG ; Yuzhu WAN ; Cuida MENG ; Yanan SUN ; Yi ZHAO ; Qun LI ; An LI ; Luo BA ; Linli TIAN ; Guodong YU ; Xin FENG ; Wen LIU ; Yongtuan LI ; Jian WU ; De HUAI ; Dongsheng GU ; Hanqiang LU ; Xinyi SHI ; Huiping YE ; Yan JIANG ; Weitian ZHANG ; Yu XU ; Zhenxiao HUANG ; Huabin LI
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(4):285-291
This consensus will introduce the characteristics of fillers used in the surgical cavities of domestic nasal surgery patients based on relevant literature and expert opinions. It will also provide recommendations for the selection of cavity fillers for different nasal diseases, with chronic sinusitis as a representative example.
Humans
;
Nasal Cavity/surgery*
;
Nasal Surgical Procedures
;
China
;
Consensus
;
Sinusitis/surgery*
;
Dermal Fillers
5.Intraoperative renal collecting system damage increases risks of ipsilateral upper urinary tract stones after partial nephrectomy: a 1∶2 propensity-matched case-control study.
Yanzhong LIU ; Run ZHU ; Yuzhu LI ; Xin MA ; Haixing MAI
Journal of Southern Medical University 2025;45(9):1880-1888
OBJECTIVES:
To investigate the incidence of ipsilateral upper urinary tract stones after partial nephrectomy and its risk factors.
METHODS:
We retrospectively analyzed baseline patient characteristics (age, gender, and body mass index), smoking, alcohol consumption, comorbidities (hypertension, diabetes, hypertriglyceridemia, hyperuricemia, and cardiovascular diseases), preoperative tumor conditions (tumor diameter, multiple foci, location, hemorrhage, necrosis, cystic changes, and endophytic growth), preoperative glomerular filtration rate and intraoperative factors (renal collecting system damage, ischemia time, operation time, surgical approach, and estimated intraoperative blood loss) to identify the risk factors for ipsilateral upper urinary tract stones following partial nephrectomy in our center.
RESULTS:
The overall incidence of upper urinary tract stones following partial nephrectomy was 7.80% (112/1435). The incidence of ipsilateral upper urinary tract stones was significantly higher than those of contralateral stones (4.95% vs 1.46%, P<0.001) and bilateral stones (4.95% vs 1.39%, P<0.001). Intraoperative damage to the renal collecting system was identified as a significant risk factor for ipsilateral upper urinary tract stones (OR=4.550, 95% CI: 2.237-9.252, P<0.001). Diabetes was a probable risk factor for secondary ipsilateral upper urinary tract stones after partial nephrectomy (OR=2.419, 95% CI: 0.973-6.012, P=0.057).
CONCLUSIONS
The incidence of ipsilateral upper urinary tract stones after partial nephrectomy is higher than that of contralateral and bilateral stones. Intraoperative renal collecting system damage is a risk factor for secondary ipsilateral upper urinary tract stones after partial nephrectomy.
Humans
;
Nephrectomy/methods*
;
Retrospective Studies
;
Risk Factors
;
Male
;
Female
;
Case-Control Studies
;
Middle Aged
;
Aged
;
Kidney Neoplasms/surgery*
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Adult
;
Intraoperative Complications
;
Kidney Tubules, Collecting/injuries*
;
Propensity Score
;
Incidence
;
Kidney Calculi/etiology*
;
Urinary Calculi/epidemiology*
6.Analysis of differences in blood routine and infection markers among elderly AIDS patients combined with other opportunistic infections
Meixue CUI ; Yuan LYU ; Xiaoli LIU ; Yuzhu ZHENG ; Wenxia MA ; Lingna LYU
Chinese Journal of Geriatrics 2025;44(7):911-916
Objective:To analyze the differences in routine blood tests and infection markers among elderly AIDS patients with other opportunistic infections, to explore their immune status and inflammatory responses, and to provide new molecular markers for clinical diagnosis.Methods:The study included general indicators, routine blood tests, and infection markers of older HIV patients with other opportunistic infections admitted to Beijing You'an Hospital, Capital Medical University, from January 1, 2014, to December 31, 2024.Statistical analysis was performed using SPSS 27.0 software, with a significance level set at P<0.05. Results:A total of 94 elderly AIDS patients with various opportunistic infections were included in this study.Among them, the majority were co-infected with tuberculosis, accounting for 60 cases(63.83%), followed by 23 cases(24.47%)of AIDS patients co-infected with syphilis.Additionally, there were 7 cases of AIDS co-infected with amoebiasis(7.45%)and 4 cases of AIDS co-infected with monkeypox(4.26%).Almost all cases of combined infections were male, with males comprising 91.3% of AIDS patients co-infected with syphilis and 100% in the other co-infected groups.There were 9 blood routine and infectious markers that exhibited significant differences between patients with HIV co-infected with tuberculosis and those with other opportunistic infections.These markers included lymphocytes(LYM), hemoglobin(HGB), erythrocyte sedimentation rate(ESR), C-reactive protein(CRP), procalcitonin(PCT), T lymphocytes, CD4 + T cells, CD8 + T cells, and the CD4/CD8 ratio( P<0.05).Specifically, the levels of LYM, HGB, T lymphocytes, CD4 + T cells, CD8 + T cells, and the CD4/CD8 ratio in elderly AIDS patients with tuberculosis were significantly lower than those in patients with other co-infections(all P<0.05).Conversely, the levels of inflammatory factors such as PCT, ESR, and CRP were notably higher in the former group(all P<0.05).The receiver operating characteristic(ROC)curve analysis revealed that when LYM was utilized as an individual indicator for the differential diagnosis between AIDS patients with tuberculosis and those with other opportunistic infections, the area under the curve(AUC)amounted to 0.832.However, the CRP/LYM ratio demonstrated the optimal diagnostic performance in differential diagnosis, with an AUC reaching 0.866. Conclusions:The immune function of elderly AIDS patients is further compromised following co-infection with tuberculosis, which is accompanied by a severe inflammatory response.The CRP/LYM ratio shows promise as a hematological molecular marker for differentiating between AIDS patients with tuberculosis and those with other opportunistic infections.
7.Safety and efficacy of a new single-needle dialysis model in maintenance hemodialysis patients
Bin ZHAO ; Lihong ZHANG ; Shen ZHAN ; Lifang LIU ; Wei LIU ; Shanshan GUO ; Guanghui XIAO ; Yuzhu WANG
Chinese Journal of Nephrology 2025;41(2):125-127
The study was a prospective observational study. A total of 24 patients who underwent maintenance hemodialysis (MHD) at Haidian Hospital in Beijing from May 2024 to June 2024 were included as the study subjects. The safety and efficacy of a new single-needle dialysis in MHD patients were evaluated. The reasons for using single-needle dialysis included waiting for the maturity of internal fistula(7 cases, 29.17%), autogenous arteriovenous fistula thrombosis occurred (6 cases, 25.00%), puncture difficulty occurred (7 cases, 29.17%), and pain sensitivity or elderly (4 cases, 16.67%). The results showed that the average blood flow was (155.65±5.90) ml/min, total blood volume was (35.92±2.65) L during single-needle dialysis. One patient had slight puncture leakage, and the puncture success rate was 95.83%. Relevant indicators of dialysis adequacy showed that the average urea clearance (Kt/V) was 0.90±0.42, urea reduction ratio was 58.31%±7.93%, and online real-time Kt/V monitoring average value was 0.98±0.55. The results suggest that the application of the new improved single-needle dialysis mode in MHD patients is safe and effective.
8.Genomic characteristics and antimicrobial resistance of Listeria monocytogenes isolated from food in Beijing, City 2022
Yi ZHANG ; Yuzhu LIU ; Penghang ZHANG ; Di WANG ; Xiaoyuan ZHANG
Chinese Journal of Preventive Medicine 2025;59(7):997-1003
Objective:To analyze the genomic characteristics and antibiotic resistance of Listeria monocytogenes isolated from food sources in Beijing City in 2022. Methods:A total of 83 strains of Listeria monocytogenes were isolated from three major categories of food, namely raw poultry, raw livestock meat and ready-to-eat foods, in Beijing′s food safety risk monitoring in 2022. Whole-genome sequencing (WGS) was performed to determine serogroups, multilocus sequence typing (ST) and core genome multilocus sequence typing (cgMLST). Virulence genes and antibiotic resistance genes were identified using the VFDB and ResFinder 3.0 databases. Antimicrobial susceptibility to eight antibiotics was tested via the broth microdilution method. Results:The predominant serogroup was 1/2a, 3a (61.2%). All the isolates were divided into 14 STs, with ST121 (21.7%), ST8 (20.5%), ST9 (13.3%), and ST87 (13.3%) as the dominant types. All 83 isolates were classified into 75 cgMLST types, with six clusters showing identical profiles, indicating potential clonal transmission. Comparative genomic analysis revealed that strains of the same ST clustered together regardless of geographic origin, and some Beijing isolates differed by fewer than 10 alleles from strains isolated in other countries. All the isolates in the study carried virulence islands 1(LIPI-1) and LIPI-2. LIPI-3 was detected in ST1, ST11 and ST3 isolates, while LIPI-4 was found in ST87 isolates. About 42 isolates (50.6%, including ST1, ST11, ST5, ST307, ST8, ST9, ST155, and ST3) harbored SSI-1, and 18 ST121 isolates carried SSI-2. Only 3.61% (three strains) and 4.82% (four strains) of isolates exhibited resistance to tetracycline and erythromycin, respectively. No resistance to other tested antibiotics was observed.Conclusion:Foodborne Listeria monocytogenes in Beijing exhibits high genomic diversity but is dominated by specific STs, some of which are associated with hypervirulence. Some Beijing isolates have homology with food-derived isolates from other countries.
9.Electroacupuncture inhibiting AGE-RAGE mediated proinflammatory signaling pathway to reduce neuroinflammation in postherpetic neuralgia rats
Yuzhu DU ; Hongkun LI ; Wenshan LIU ; Xiang LIU ; Yanjun WANG
International Journal of Traditional Chinese Medicine 2025;47(11):1538-1544
Objective:To investigate the effects of electroacupuncture on neuroinflammation in rats with postherpetic neuralgia (PHN) by regulating advanced glycation end products (AGE) and its receptor (RAGE) signaling pathway.Methods:Ten healthy male SD rats were randomly selected as the control group, and the remaining 30 SD rats were used to induce PHN model by resin toxin (RTX). Thirty SD rats were randomly divided into model group, positive drug group and electroacupuncture group, with 10 rats in each group. Intervention was conducted on the 7th day of modeling. The electroacupuncture group intervened with "Yanglingquan"(GB34) and "Huantiao"(GB30); the positive drug group was intragastrically administered with pregabalin suspension 27 mg/kg, once a day for 1 week; the control group and model group were not treated. The paw retraction threshold (PWMT) and paw retraction latency (PWTL) were measured before modeling and on the 7th, 14th, 21st and 28th days after modeling; histopathological changes of spinal cord were observed by HE staining; the levels of TNF-α, IL-1β and IL-6 in spinal cord tissue were detected by ELISA; the expressions of AGE-RAGE signaling pathway related proteins in spinal cord was detected by Western blot.Results:Compared with the model group, the degree of atrophy and inflammatory infiltration of spinal cord neurons in the positive drug group and electroacupuncture group were reduced. The PWMT value in the positive drug group increased ( P<0.05), and the PWTL value decreased ( P<0.05); compared with the model group, the levels of TNF-α, IL-1β and IL-6 in the spinal cord tissue of the electroacupuncture group and the positive drug group decreased ( P<0.05), and the expressions of AGE, RAGE, p-ERK1/2/ERK1/2, JNK, p-NF-κB/NF-κB and AP-1 decreased ( P<0.05); compared with the positive drug group, the levels of TNF-α, IL-1β and IL-6 in the spinal cord tissue of the electroacupuncture group decreased ( P<0.05), and the protein expressions of AGE, RAGE, p-ERK1/2/ERK1/2, JNK, p-NF-κB/NF-κB and AP-1 decreased ( P<0.05). Conclusion:Electroacupuncture can improve neuroinflammation in PHN rats, the mechanism of which may be related to the regulation of AGE-RAGE mediated pro-inflammatory signaling pathway.
10.Intraoperative renal collecting system damage increases risks of ipsilateral upper urinary tract stones after partial nephrectomy:a 1∶2 propensity-matched case-control study
Yanzhong LIU ; Run ZHU ; Yuzhu LI ; Xin MA ; Haixing MAI
Journal of Southern Medical University 2025;45(9):1880-1888
Objective To investigate the incidence of ipsilateral upper urinary tract stones after partial nephrectomy and its risk factors.Methods We retrospectively analyzed baseline patient characteristics(age,gender,and body mass index),smoking,alcohol consumption,comorbidities(hypertension,diabetes,hypertriglyceridemia,hyperuricemia,and cardiovascular diseases),preoperative tumor conditions(tumor diameter,multiple foci,location,hemorrhage,necrosis,cystic changes,and endophytic growth),preoperative glomerular filtration rate and intraoperative factors(renal collecting system damage,ischemia time,operation time,surgical approach,and estimated intraoperative blood loss)to identify the risk factors for ipsilateral upper urinary tract stones following partial nephrectomy in our center.Results The overall incidence of upper urinary tract stones following partial nephrectomy was 7.80%(112/1435).The incidence of ipsilateral upper urinary tract stones was significantly higher than those of contralateral stones(4.95%vs 1.46%,P<0.001)and bilateral stones(4.95%vs 1.39%,P<0.001).Intraoperative damage to the renal collecting system was identified as a significant risk factor for ipsilateral upper urinary tract stones(OR=4.550,95%CI:2.237-9.252,P<0.001).Diabetes was a probable risk factor for secondary ipsilateral upper urinary tract stones after partial nephrectomy(OR=2.419,95%CI:0.973-6.012,P=0.057).Conclusions The incidence of ipsilateral upper urinary tract stones after partial nephrectomy is higher than that of contralateral and bilateral stones.Intraoperative renal collecting system damage is a risk factor for secondary ipsilateral upper urinary tract stones after partial nephrectomy.

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