1.A Latent Class Trajectory Model Based Analysis of KCCQ Symptom Score Trajectories and Readmission Risk in Heart Failure Patients during the Vulnerable Period
Yuan XU ; Yan JIANG ; Yanan ZHANG ; Hui HU ; Dan XIAO
Journal of Sun Yat-sen University(Medical Sciences) 2026;47(5):899-912
ObjectiveThis study examined KCCQ symptom score trajectories during the vulnerable phase of heart failure and their association with readmission within 6 months. MethodsThis prospective cohort study included 1 109 patients hospitalized for chronic heart failure at a tertiary hospital in Nanchang, China, between August 2020 and July 2025. KCCQ scores were assessed at six time points: day 3 after admission, discharge, and 1, 2, 3, and 6 months after discharge. Group-based trajectory modeling was used to identify patterns of change in KCCQ scores. Multiple logistic regression was used to assess the association between trajectory membership and readmission risk. ResultsDuring follow-up, 229 patients were readmitted, accounting for 20.6% of the cohort. Four KCCQ trajectories were identified: persistently declining scores (n=228, 20.6%), persistently improving scores (n=110, 9.9%), stable intermediate scores (n=545, 49.1%), and stable high scores (n=226, 20.4%). Compared with the stable intermediate group, the persistently declining group had a higher risk of readmission in the fully adjusted model (OR=2.099, 95% CI: 1.027–4.315, P=0.043), whereas the stable high-score group had a lower risk (OR=0.260, 95% CI: 0.127–0.494, P<0.001). The association between the persistently improving trajectory and readmission was not statistically significant (OR=0.614, 95% CI: 0.306–1.154, P=0.147). ConclusionsKCCQ symptom score trajectories during the vulnerable phase of heart failure show marked heterogeneity and are associated with readmission within 6 months. A persistently declining trajectory is associated with higher readmission risk, whereas a stable high-score trajectory is associated with lower risk. Longitudinal monitoring of KCCQ score changes may help inform post-discharge risk stratification and follow-up management in patients with heart failure.
2.A Latent Class Trajectory Model Based Analysis of KCCQ Symptom Score Trajectories and Readmission Risk in Heart Failure Patients during the Vulnerable Period
Yuan XU ; Yan JIANG ; Yanan ZHANG ; Hui HU ; Dan XIAO
Journal of Sun Yat-sen University(Medical Sciences) 2026;47(5):899-912
ObjectiveThis study examined KCCQ symptom score trajectories during the vulnerable phase of heart failure and their association with readmission within 6 months. MethodsThis prospective cohort study included 1 109 patients hospitalized for chronic heart failure at a tertiary hospital in Nanchang, China, between August 2020 and July 2025. KCCQ scores were assessed at six time points: day 3 after admission, discharge, and 1, 2, 3, and 6 months after discharge. Group-based trajectory modeling was used to identify patterns of change in KCCQ scores. Multiple logistic regression was used to assess the association between trajectory membership and readmission risk. ResultsDuring follow-up, 229 patients were readmitted, accounting for 20.6% of the cohort. Four KCCQ trajectories were identified: persistently declining scores (n=228, 20.6%), persistently improving scores (n=110, 9.9%), stable intermediate scores (n=545, 49.1%), and stable high scores (n=226, 20.4%). Compared with the stable intermediate group, the persistently declining group had a higher risk of readmission in the fully adjusted model (OR=2.099, 95% CI: 1.027–4.315, P=0.043), whereas the stable high-score group had a lower risk (OR=0.260, 95% CI: 0.127–0.494, P<0.001). The association between the persistently improving trajectory and readmission was not statistically significant (OR=0.614, 95% CI: 0.306–1.154, P=0.147). ConclusionsKCCQ symptom score trajectories during the vulnerable phase of heart failure show marked heterogeneity and are associated with readmission within 6 months. A persistently declining trajectory is associated with higher readmission risk, whereas a stable high-score trajectory is associated with lower risk. Longitudinal monitoring of KCCQ score changes may help inform post-discharge risk stratification and follow-up management in patients with heart failure.
3.Proficiency testing for 11 clinical biobanks in Beijing City: simulation study and result analysis
Qian ZHANG ; Yun ZHANG ; Lu HAN ; Min LIU ; Yongbo YU ; Yan WANG ; Ying HU ; Hui ZHONG ; Dan GUO ; Shipeng SUN ; Jinxi LIN ; Siyuan XU ; Xiaokun TANG ; Gaoyuan SUN ; Chuanbao ZHANG ; Hexin LI
Chinese Journal of Preventive Medicine 2025;59(9):1590-1596
Objective:To evaluate the sample preparation proficiency and storage proficiency of 11 clinical biobanks in Beijing through simulated experiments, and to establish an assessment method for the quality comparability of biological samples.Methods:An exploratory research design was adopted. In November 2023, artificial composite serum quality control materials containing six recombinant human protein markers—recombinant human alanine aminotransferase (rhALT), recombinant human aspartate aminotransferase (rhAST), recombinant human creatine kinase (rhCK), recombinant human creatine kinase-MB (rhCK-MB), recombinant human B-type natriuretic peptide (rhBNP), and recombinant human troponin I (rhTNI)—were distributed to 11 clinical biobanks in Beijing City. Sample preparation and storage followed the standardized operating procedures. Proficiency differences were assessed through statistical analysis.Results:Three-way repeated measures ANOVA revealed all six protein markers showed a declining trend over storage time in ultra-low-temperature environments ( F values 11.68-4 179.66, all P<0.01). However, neither long-term/temporary refrigerator types ( F values 0.01-1.23, all P>0.05)nor placement locations within refrigerators significantly affected the stability of these six proteins ( F valus 0.03-1.47, all P>0.05). The biases in detection results for rhALT, rhAST, rhTNI, and rhBNP at different storage time points were within the allowable bias limits for each item, supporting their use as markers for protein stability in biobank samples. All 11 institutions passed the storage proficiency assessment. In the preparation proficiency assessment, deviations were observed in post-preparation sample results, with a notably high out-of-control rate for rhCK (36.36%). Conclusion:Sample preparation proficiency can serve as a quality control metric for clinical biobanks. Future external quality assessment systems for biobanks should focus on sample preparation rather than storage processes.
4.Relationship between serum PDCD4 and PDGF-BB levels and atherosclerotic cardiovascular disease in patients with type 2 diabetes
Hui HU ; Liang WANG ; Min YAN
International Journal of Laboratory Medicine 2025;46(15):1849-1854
Objective To investigate the relationship between serum programmed cell death 4(PDCD4),platelet-derived growth factor-BB(PDGF-BB)levels and atherosclerotic cardiovascular disease(ASCVD)in patients with type 2 diabetes mellitus(T2DM).Methods A total of 238 T2DM patients admitted to 3201 Hospital from January 2022 to August 2024 were selected as the T2DM group,and 120 healthy volunteers who visited the hospital for physical examination during the same period were selected as the control group.T2DM patients were divided into ASCVD group(82 cases)and non-ASCVD group(156 cases)according to the presence or absence of ASCVD.The serum levels of PDCD4 and PDGF-BB were detected by enzyme-linked immunosorbent assay.Multivariate unconditional Logistic regression was used to analyze the relationship be-tween serum PDCD4 and PDGF-BB levels and ASCVD in T2DM patients.Receiver operating characteristic curve was used to analyze the predictive efficiency of serum PDCD4 and PDGF-BB levels for ASCVD in T2DM patients.Results Compared with the control group,the serum levels of PDCD4 and PDGF-BB were signifi-cantly increased in the T2DM group(P<0.05).The incidence of ASCVD in the 238 patients with T2DM was 34.45%(82/238).Compared with the non-ASCVD group,the ASCVD group had significantly higher serum levels of PDCD4 and PDGF-BB(P<0.05).Hypertension,hyperlipidemia,high glycosylated hemoglobin,high PDCD4 and high PDGF-BB were independent risk factors for ASCVD in T2DM patients(P<0.05).The area under the curve of serum PDCD4 and PDGF-BB levels combined to predict ASCVD in T2DM patients was 0.873,which was larger than 0.790 and 0.780 predicted by serum PDCD4 and PDGF-BB levels alone(P<0.05).Conclusion The serum levels of PDCD4 and PDGF-BB are increased in patients with T2DM,which are independent risk factors for ASCVD.The combination of PDCD4 and PDGF-BB has a high predictive efficiency for ASCVD in patients with T2DM.
5.Quality Evaluation on Xuanmai Ganjie Preparation Based on National Drug Sampling and Testing
Jingyun LI ; Liang HU ; Jiangnan LUO ; Yinghong WANG ; Xunyou TANG ; Sheng LIANG ; Liqin ZHAN ; Jingkai ZENG ; Yan LUO ; Hui SUN ; Ye DING ; Wenli LI ; Jialiang ZHU
Herald of Medicine 2025;44(10):1606-1611
Objective Based on the national drug sampling inspection program,this study aims to comprehensively and systematically evaluate the quality of Xuanmai Ganjie preparations,analyze existing quality issues,and provide references and suggestions for quality control of this variety.Methods A total of 237 batches of Xuanmai Ganjie preparations were tested using legal standards,and methods were established for detecting adulteration of Ophiopogon japonicus with counterfeit varieties,paclobutrazol residue levels,and determining the content of platycodin D in Xuanmai Ganjie preparations.These methods were applied to the quality control and evaluation of Xuanmai Ganjie preparations.Results Through statutory inspection,one batch of Xuanmai Ganjie granules was found non-compliant.Specific batches were identified to contain the following irregularities:adulteration of Ophiopogon japonicus with counterfeit varieties,paclobutrazol residue levels exceeding proposed limits,and platycodin D content below the established threshold.Conclusion The overall quality of Xuanmai Ganjie granules was average,while the overall quality of Xuanmai Ganjie capsules and lozenges was relatively good.Manufacturing enterprises should strengthen their sense of primary responsibility and enhance control over the entire drug production process.
6.Comparison of the effect of culturing human embryos between dry and humid incubators
Hua HUANG ; Yan HONG ; Rong LUO ; Hui HU ; Yan ZENG ; Kaize DING ; Minli LIU
Chinese Journal of Reproduction and Contraception 2025;45(3):247-254
Objective:To compare the the cultivation effects of human embryos in dry and humid incubators.Methods:A total of 479 infertile patients who underwent in vitro fertilization (IVF) treatment at Reproductive Center of Guiyang Maternal and Child Health Care Hospital from October 2020 to April 2022. The study was divided into two stages. The first stage of the study was a self-comparative research with 95 cases from the same period and source. The embryos were divided into dry and humid incubator groups to compare the embryo development indicators. In the second stage of the study, the patients were divided into six groups, including 10 μL humid incubator group ( n=64), 20 μL humid incubator group ( n=64), 30 μL humid incubator group ( n=64), 10 μL dry incubator group ( n=64), 20 μL dry incubator group ( n=64), and 30 μL dry incubator group ( n=64). The general clinical data, embryo development indicators, pregnancy outcomes, and the osmotic pressure and pH values of each group at 24 h, 48 h and 72 h were detected and compared. Results:After cultivation of the same patient's embryos in dry and humid incubator, the total blastocyst formation rate [62.3% (162/260)] and high-quality blastocyst rate [24.6% (64/260)] in dry incubator were lower than those in the humid incubator [71.6% (252/352), P=0.015; 32.1% (113/352), P=0.043]. Compared with the other microdroplet groups, the osmotic pressure of cleavage culture medium in 10 μL group of dry incubator at 48 h and 72 h and blastocyst culture medium were significantly increased, the differences among the groups were significant (cleavage culture medium, all P<0.001; blastocyst culture medium, P=0.006, P=0.008). There was no significant difference in pH value among different microdroplet volume groups at the same period (all P>0.05). There were no significant differences in general data among the different microdroplet groups (all P>0.05). Compared with the other microdroplet groups, 10 μL dry incubator group exhibited significantly lower transferable embryo rate (all P<0.001). When compared with 20 μL and 30 μL groups in both dry and humid incubators, 10 μL dry incubator group showed a lower day 5 blastocyst formation rate, lower total blastocyst formation rate, and lower high-quality blastocyst formation rate, the differences among the groups were significant (all P<0.05). There were no significant differences in the number of transferred embryos, the ratio of cleavage-stage embryos and the ratio of high-quality embryos among different groups (all P>0.05). Compared with the other microdroplet groups, the clinical pregnancy rate, the embryo implantation rate, the live birth rate of fresh transplanted embryos and the cumulative pregnancy rate in 10 μL group in the dry incubator decreased, and the miscarriage rate increased, but all were not significant (all P>0.05). Conclusion:Compared with humid incubators, there are no significant differences in embryo development and pregnancy outcomes for droplet volumes of 20 μL or above in dry incubators. However, the 10 μL microdroplet culture in the dry incubator is not conducive to embryonic development, which may be related to the increased osmotic pressure of the microdroplet.
7.Generalized Functional Linear Models: Efficient Modeling for High-dimensional Correlated Mixture Exposures.
Bing Song ZHANG ; Hai Bin YU ; Xin PENG ; Hai Yi YAN ; Si Ran LI ; Shutong LUO ; Hui Zi WEIREN ; Zhu Jiang ZHOU ; Ya Lin KUANG ; Yi Huan ZHENG ; Chu Lan OU ; Lin Hua LIU ; Yuehua HU ; Jin Dong NI
Biomedical and Environmental Sciences 2025;38(8):961-976
OBJECTIVE:
Humans are exposed to complex mixtures of environmental chemicals and other factors that can affect their health. Analysis of these mixture exposures presents several key challenges for environmental epidemiology and risk assessment, including high dimensionality, correlated exposure, and subtle individual effects.
METHODS:
We proposed a novel statistical approach, the generalized functional linear model (GFLM), to analyze the health effects of exposure mixtures. GFLM treats the effect of mixture exposures as a smooth function by reordering exposures based on specific mechanisms and capturing internal correlations to provide a meaningful estimation and interpretation. The robustness and efficiency was evaluated under various scenarios through extensive simulation studies.
RESULTS:
We applied the GFLM to two datasets from the National Health and Nutrition Examination Survey (NHANES). In the first application, we examined the effects of 37 nutrients on BMI (2011-2016 cycles). The GFLM identified a significant mixture effect, with fiber and fat emerging as the nutrients with the greatest negative and positive effects on BMI, respectively. For the second application, we investigated the association between four pre- and perfluoroalkyl substances (PFAS) and gout risk (2007-2018 cycles). Unlike traditional methods, the GFLM indicated no significant association, demonstrating its robustness to multicollinearity.
CONCLUSION
GFLM framework is a powerful tool for mixture exposure analysis, offering improved handling of correlated exposures and interpretable results. It demonstrates robust performance across various scenarios and real-world applications, advancing our understanding of complex environmental exposures and their health impacts on environmental epidemiology and toxicology.
Humans
;
Environmental Exposure/analysis*
;
Linear Models
;
Nutrition Surveys
;
Environmental Pollutants
;
Body Mass Index
8.Changing antimicrobial resistance profiles of Burkholderia cepacia in hospitals across China:results from CHINET Antimicrobial Resistance Surveillance Program,2015-2021
Chunyue GE ; Yunjian HU ; Xiaoman AI ; Yang YANG ; Fupin HU ; Demei ZHU ; Yingchun XU ; Xiaojiang ZHANG ; Hui LI ; Ping JI ; Yi XIE ; Mei KANG ; Chuanqing WANG ; Pan FU ; Yuanhong XU ; Ying HUANG ; Ziyong SUN ; Zhongju CHEN ; Yuxing NI ; Jingyong SUN ; Yunzhuo CHU ; Sufei TIAN ; Zhidong HU ; Jin LI ; Yunsong YU ; Jie LIN ; Bin SHAN ; Yan DU ; Sufang GUO ; Lianhua WEI ; Fengmei ZOU ; Hong ZHANG ; Chun WANG ; Chao ZHUO ; Danhong SU ; Dawen GUO ; Jinying ZHAO ; Hua YU ; Xiangning HUANG ; Wen'en LIU ; Yanming LI ; Yan JIN ; Chunhong SHAO ; Xuesong XU ; Chao YAN ; Shanmei WANG ; Yafei CHU ; Lixia ZHANG ; Juan MA ; Shuping ZHOU ; Yan ZHOU ; Lei ZHU ; Jinhua MENG ; Fang DONG ; Zhiyong LÜ ; Fangfang HU ; Han SHEN ; Wanqing ZHOU ; Wei JIA ; Gang LI ; Jinsong WU ; Yuemei LU ; Jihong LI ; Jinju DUAN ; Jianbang KANG ; Xiaobo MA ; Yanping ZHENG ; Ruyi GUO ; Yan ZHU ; Yunsheng CHEN ; Qing MENG ; Shifu WANG ; Xuefei HU ; Jilu SHEN ; Wenhui HUANG ; Ruizhong WANG ; Hua FANG ; Bixia YU ; Yong ZHAO ; Ping GONG ; Kaizhen WENG ; Yirong ZHANG ; Jiangshan LIU ; Longfeng LIAO ; Hongqin GU ; Lin JIANG ; Wen HE ; Shunhong XUE ; Jiao FENG ; Chunlei YUE
Chinese Journal of Infection and Chemotherapy 2025;25(5):557-562
Objective To examine the changing prevalence and antimicrobial resistance profiles of Burkholderia cepacia in 52 hospitals across China from 2015 to 2021.Methods A total of 9 261 strains of B.cepacia were collected from 52 hospitals between January 1,2015 and December 31,2021.Antimicrobial susceptibility of the strains was tested using Kirby-Bauer method or automated antimicrobial susceptibility testing systems according to a unified protocol.The results were interpreted according to the breakpoints released in the Clinical & Laboratory Standards Institute(CLSI)guidelines(2023 edition).Results A total of 9 261 strains of B.cepacia were isolated from all age groups,especially elderly patients.The proportion was 11.1%(1 032 strains)in children,significantly lower than the proportion in adults.About half(46.5%,4 310/9 261)of the strains were isolated from patients at least 60 years old and 42.3%(3 919/9 261)of the strains were isolated from young adults.Most isolates(71.1%)were isolated from sputum and respiratory secretions,followed by urine(10.7%)and blood samples(8.1%).B.cepacia isolates were highly susceptible to the five antimicrobial agents recommended in the CLSI M100 document(33rd edition,2023).B.cepacia isolates showed relatively higher resistance rates to meropenem and levofloxacin.However,the resistance rates to ceftazidime,trimethoprim-sulfamethoxazole,and minocycline remained below 8.1%.The percentage of B.cepacia strains resistant to levofloxacin was the highest compared to other antibiotics in any of the three age groups(from 12.4%in the patients<18 years old to 20.6%in the patients aged 60 years or older).Conclusions B.cepacia is one of the clinically important non-fermenting gram-negative bacteria.Accurate and timely reporting of antimicrobial susceptibility test results and ongoing antimicrobial resistance surveillance are helpful for rational prescription of antimicrobial agents and proper prevention and control of nosocomial infections.
9.Non-pharmacological interventions in chronic prostatitis/chronic pelvic pain syndrome:A network meta-analysis
Xiao-hui WEI ; Meng-yao MA ; Hang SU ; Tong HU ; Yu-xin ZHAO ; Xing-chao LIU ; Hong-yan BI
National Journal of Andrology 2025;31(3):234-245
Objective:To evaluate the efficacy of shockwave therapy,acupuncture,hyperthermia,biofeedback therapy,elec-trical nerve stimulation,magnetotherapy and ultrasound therapy in the treatment of chronic prostatitis/chronic pelvic pain syndrome(CP/CPPS),and to provide evidence-based support for clinical decision-making.Methods:Two researchers independently searched PubMed,Web of Science,Embase,Cochrane Library,CNKI,Wanfang,VIP and Chinese Biomedical Literature databases for randomized controlled trials(RCTs)on the effects of different interventions on CP/CPPS from the establishment of the databases to August 2024.We evaluated the quality of the included literature and extracted the relevant data according to the Cochrane Handbook for Systematic Reviews of Interventions,followed by network meta-analysis using Revman 5.3,R 4.33 and Stata17 software.Results:A total of 25 RCTs involving 1 794 cases were included.The results of network meta-analysis showed that electrical nerve stimulation,shockwave therapy,biofeedback therapy,magnetotherapy,ultrasound therapy and acupuncture were significantly superior to conventional medication and placebo in the total NIH-CPSI scores(P<0.05),and so were electrical nerve stimulation and shock-wave therapy to acupuncture and hyperthermia(P<0.05),magnetic therapy to hyperthermia,and ultrasound therapy to placebo(P<0.05).Shockwave therapy,biofeedback therapy,electrical nerve stimulation,magnetotherapy and ultrasound therapy achieved re-markably better clinical efficacy than conventional medication and placebo in the treatment of CP/CPPS,and so did shockwave therapy than electrical nerve stimulation,hyperthermia,ultrasonic therapy,magnetotherapy and acupuncture.Conclusion:For the treat-ment of CP/CPPS,electrical nerve stimulation is advantageous over the other interventions in improving total NIH-CPSI scores,and shockwave therapy is advantageous in relieving pain symptoms and clinical efficacy.This conclusion,however,needs to be further veri-fied by more high-quality clinical studies.
10.Proficiency testing for 11 clinical biobanks in Beijing City: simulation study and result analysis
Qian ZHANG ; Yun ZHANG ; Lu HAN ; Min LIU ; Yongbo YU ; Yan WANG ; Ying HU ; Hui ZHONG ; Dan GUO ; Shipeng SUN ; Jinxi LIN ; Siyuan XU ; Xiaokun TANG ; Gaoyuan SUN ; Chuanbao ZHANG ; Hexin LI
Chinese Journal of Preventive Medicine 2025;59(9):1590-1596
Objective:To evaluate the sample preparation proficiency and storage proficiency of 11 clinical biobanks in Beijing through simulated experiments, and to establish an assessment method for the quality comparability of biological samples.Methods:An exploratory research design was adopted. In November 2023, artificial composite serum quality control materials containing six recombinant human protein markers—recombinant human alanine aminotransferase (rhALT), recombinant human aspartate aminotransferase (rhAST), recombinant human creatine kinase (rhCK), recombinant human creatine kinase-MB (rhCK-MB), recombinant human B-type natriuretic peptide (rhBNP), and recombinant human troponin I (rhTNI)—were distributed to 11 clinical biobanks in Beijing City. Sample preparation and storage followed the standardized operating procedures. Proficiency differences were assessed through statistical analysis.Results:Three-way repeated measures ANOVA revealed all six protein markers showed a declining trend over storage time in ultra-low-temperature environments ( F values 11.68-4 179.66, all P<0.01). However, neither long-term/temporary refrigerator types ( F values 0.01-1.23, all P>0.05)nor placement locations within refrigerators significantly affected the stability of these six proteins ( F valus 0.03-1.47, all P>0.05). The biases in detection results for rhALT, rhAST, rhTNI, and rhBNP at different storage time points were within the allowable bias limits for each item, supporting their use as markers for protein stability in biobank samples. All 11 institutions passed the storage proficiency assessment. In the preparation proficiency assessment, deviations were observed in post-preparation sample results, with a notably high out-of-control rate for rhCK (36.36%). Conclusion:Sample preparation proficiency can serve as a quality control metric for clinical biobanks. Future external quality assessment systems for biobanks should focus on sample preparation rather than storage processes.

Result Analysis
Print
Save
E-mail