1.Optimization of Rh blood group antigen precision transfusion strategy across multiple hospital campuses by PDCA circle
Qiming YING ; Luyan CHEN ; Kedi DONG ; Yiwen HE ; Yating ZHAN ; Yexiaoqing YANG ; Feng ZHAO ; Dingfeng LYU
Chinese Journal of Blood Transfusion 2025;38(1):106-111
[Objective] To explore the effectiveness of applying the PDCA (Plan-Do-Check-Act) cycle to enhance the compatibility rate of five Rh blood group antigen phenotypes between donors and recipients across multiple hospital campuses. [Methods] Clinical blood transfusion data from May to July 2022 were selected. Specific improvement measures were formulated based on the survey results, and the PDCA cycle management model was implemented from August 2022. The post-intervention phase spanned from August 2022 to October 2023. The Rh phenotype compatibility rate, the detection rate of Rh system antibodies, and the proportion of Rh system antibodies among unexpected antibodies were compared between the pre-intervention phase (May to July 2022) and the post-intervention phase. [Results] After the continuous improvement with the PDCA cycle, the compatibility rate for the five Rh blood group antigen phenotypes between donors and recipients from August to October 2023 reached 81.90%, significantly higher than the 70.54% recorded during the pre-intervention phase (May to July 2022, P<0.01), and displayed a quarterly upward trend (β=0.028, P<0.05). The detection rate of Rh blood group system antibodies (β=-9.839×10-5, P<0.05) and its proportion among all detected antibodies (β=-0.022, P<0.05) showed a quarterly decreasing trend, both demonstrating a negative correlation with the enhanced compatibility rate (r values of -0.981 and -0.911, respectively; P<0.05). [Conclusion] The implementation of targeted measures through the PDCA cycle can effectively increase the compatibility rate of five Rh blood group antigen phenotypes between donors and recipients, reduce the occurrence of unexpected Rh blood group antibodies, thereby lowering the risk of transfusion and enhancing the quality and safety of medical care.
2.Bayesian network optimized random forest imputation algorithm
Xinyu DONG ; Qi CHEN ; Zhiyu YANG ; Jia HE
Academic Journal of Naval Medical University 2025;46(2):253-257
Objective To evaluate and improve missing data imputation methods to enhance the performance of binary classification prediction model.Methods By simulating data missing scenes,the effects of direct elimination,mean imputation,random forest(RF)imputation algorithm,and multiple imputation-random forest(MI-RF)on the performance of the prediction model were jointly evaluated by receiver operating characteristic area under curve(AUC)and root mean square error(RMSE).Bayesian Network was introduced for the random forest imputation algorithm to optimize the imputation method using the correlations between variables.Results Under different missing proportions,both AUC and RMSE indicated that Bayesian network optimized random forest(BN-RF)imputation algorithm was better.In addition,when the missing proportion was 10%-20%,various imputation methods had roughly the same improvement effect for the prediction model;when the proportion of missing data was 30%-40%,compared to the mean imputation,except for the BN-RF,RF was more effective and its effect was slightly better than MI-RF;however,when the proportion of missing data was close to 50%,even if the model performance was still appropriate,the imputation data gradually deviated from the true data features,resulting in a decrease in the usability of the model.Conclusion The overall effect of BN-RF is satisfactory,and it should be chosen when random missing was 30%-40%.
3.Impact of daily diet on military training injuries among high-altitude officers and soldiers
Yutong DONG ; Maolin YANG ; Yangkai ZHANG ; Junjiang YANG ; Xiaobo LI ; Mo LI ; Chen ZHANG ; Yan RUAN ; Junlei ZHANG ; Yan HU
Journal of Army Medical University 2025;47(1):30-37
Objective To explore the characteristics of military training injuries in high-altitude troops and determine the possible impact of daily diet on these training injuries in order to provide theoretical reference for scientific training and medical service support for high-altitude troops.Methods A cross-sectional scheme was adopted in this study.A self-designed Military Training Injury Questionnaire for Plateau Troops was used to survey the officers and soldiers from resident high-altitude troops in July 2024 for their training injuries,daily diet,and other situations.The obtained data were statistically analyzed.Results Among the 3 655 participants,the incidence of military training injuries was 17.87%.The subject with highest incidence was physical training(45.94%),the most common season was winter(31.39%).The most common sites of injury were waist(28.48%),knees(22.21%),and ankles(18.07%),and the most common types were sprains(28.48%),chronic fatigue injuries(18.38%)and strains(12.25%).The intake amounts of coarse grains and potatoes,bean products,aquatic products and nuts were relatively low in the daily diet of high-altitude troops.Multivariate logistic regression analysis found intake of fruit(OR=0.625,95%CI:0.508~0.768,P<0.001)and of nut(OR=0.759,95%CI:0.654~0.879,P<0.001)were correlated with the occurrence of training injury.Conclusion The occurrence pattern of military training injuries in high-altitude troops in this survey is basically consistent with that of previous reports,but the incidence rate is slightly decreased.Regular consumption of fruit and nut may be protective factors for the occurrence of training injuries.
4.Relationship of base excision repair pathway-related proteins with immune cell infiltration and prognosis in small cell lung cancer
Chaofan LI ; Tianyi CHEN ; Qian CHEN ; Yuxin YANG ; Dong WANG
Journal of Army Medical University 2025;47(9):935-947
Objective To observe the expression levels of base excision repair(BER)pathway-related proteins in small cell lung cancer(SCLC)tissues,and analyze their relationship with the prognosis and tumor immune microenvironment.Methods A retrospective cohort study was conducted on 74 patients with limited-stage SCLC undergoing surgical treatment in our medical center from December 2018 to June 2023.Immunohistochemical staining was performed to analyze the protein expression of BER pathway components,apurinic/apyrimidinic endonuclease 1(APE1),8-oxoguanine DNA glycosylase 1(OGG1),DNA polymerase β(POLβ),X-ray repair cross-complementing protein 1(XRCC1),ATP-dependent DNA ligase I(LIGⅠ),and immune cell infiltration markers of CD3? T cells,CD8? T cells,CD68? macrophages in SCLC tissues.Chi-square test was applied to analyze the relationship of BER protein expression and clinicopathological features;Kaplan-Meier survival curve was plotted to evaluate the impacts of BER protein expression and immune cells on disease-free survival(DFS)and overall survival(OS),multivariate Cox regression analysis was utilized to identify DFS prognostic factors,and Spearman correlation analysis was performed to analyze the correlation of BER-immune cell infiltration.In in vitro experiments,transient transfection was applied in H196 cells to overexpress APE1/POLβ/LIGⅠ,respectively.Thus,the cells were divided into negative control(NC,empty vector)and overexpression(OE,target plasmids)groups.CCK-8 and TUNEL assays were employed to determine the effects of OEAPE1,OEPOLβ and OELIGⅠon cell sensitivity to cisplatin.In in vivo experiments,nude mice bearing xenograft tumors were grouped into WT,E3330(APE1 inhibitor),cisplatin,and cisplatin+E3330 groups to determine the effects of the combination therapy on tumor growth.Results There were no significant correlations of the expression levels of key BER pathway proteins with clinicopathological characteristics,including gender,age,smoking history,tumor location,Ki67 index,or TNM stage(all P>0.05).The patients with low expression of APE1,POLβ,and LIGⅠ had obviously higher DFS rates than those with high expression(P<0.05),and the patients with larger proportion of CD3+T cells also had higher DFS rates than those with smaller proportion(P=0.043).Multivariate Cox regression analysis indicated that tumor TNM stage(HR=2.465)and APE1 expression(HR=2.730)were independent risk factors for the prognosis of SCLC patients(P<0.05).Spearman correlation analysis demonstrated a positive correlation between APE1 and CD8+T cell proportion in the SCLC patients(r=0.27,P<0.05).In vitro experiments showed that the overexpression(OE)cells(OEAPE1 and OELIGⅠ)exhibited reduced sensitivity to cisplatin than the NC group(P<0.05).Animal experiments indicated that cisplatin+E3330 significant inhibited xenograft tumor growth,indicating enhanced therapeutic efficacy(P<0.01).Conclusion High expression of APE1,POLβ,and LIGⅠ in the BER pathway indicates poor prognosis and low DFS rate in SCLC patients.High expression of APE1 is positively correlated with CD8+T cells,and can be used as an auxiliary marker for SCLC immunotherapy.
5.Real-world adverse event profile of trabectedin:A signal mining and spatiotemporal analysis based on FAERS database
Bowen ZHANG ; Ludan ZHANG ; Hongrui CHEN ; Chunxiao LYU ; Yunlong LIU ; Yang LUO ; Aruhan DONG ; Zhuting LI ; Yuhong HUANG ; Ruihua WANG
Journal of Army Medical University 2025;47(19):2425-2436
Objective To analyze the characteristics of real-world adverse drug events(ADEs)of trabectedin based on the FDA Adverse Event Reporting System(FAERS)database in order to provide references for clinical drug safety management.Methods A total of 1 349 trabectedin-related reports were extracted from the FAERS database from Q1 2007 to Q4 2024.Using the MedDRA coding classification system for system organ class(SOC)and preferred term(PT),signal detection was performed through 4 proportional imbalance methods,including reporting odds ratio(ROR)and proportional reporting ratio(PRR).Subgroup analyses by gender,age,and temporal trends were also conducted.Results Hematological and lymphatic system disorders and hepatobiliary system disorders were the primary SOCs involved.High-frequency PTs included neutropenia(123 cases)and anemia(117 cases).Eight potential ADEs that have not been listed in the drug product instruction were identified.The median onset time of ADEs was 21 d,showing an early failure pattern,with differences observed by gender(females more prone to hematological toxicity)and age(elderly more susceptible to febrile neutropenia).Conclusion Trabectedin requires close attention to hematological toxicity,hepatotoxicity,and newly identified multi-system potential risks.Clinically,monitoring should be strengthened based on time windows and population characteristics to optimize drug regimens.Countermeasure It is recommended to strengthen the full cycle monitoring of anti-tumor drugs,standardize the reporting of adverse reactions,and establish a multi-departmental collaborative research platform.
6.Effect of cinnamaldehyde on Bax/Bak and apoptosis of vascular endothelial cells in diabetic ulcers
Zheyu JIN ; Chenlei XIE ; Xinqi FAN ; Shu YANG ; Ruiyi DONG ; Yanyu BAI ; Yarong DING ; Zhongzhi ZHOU ; Li CHEN
Journal of Army Medical University 2025;47(21):2678-2687
Objective To investigate the effects of cinnamic aldehyde(CA)on Bcl-2-associated X protein(Bax)and Bcl-2 homologous antagonist/killer(Bak)in vascular endothelial cells of diabetic ulcer wound tissues,as well as on cell apoptosis.Methods ① Forty-eight healthy SPF-grade male SD rats(5 weeks old,weighing 180~220 g)were randomly assigned to a control group(12 rats)and a diabetes group(36 rats).The diabetic model was established with an intraperitoneal injection of 50 mg/kg STZ-citrate sodium solution and high-fat diet feeding.The diabetes group was further randomly divided into Model group,CA group,and the rb-bFGF group,with 12 animals in each group.Wounds in the Con and Model groups were disinfected and topically treated with normal saline,CA group received topical application of 4 μmol/L CA in PEG 400 gel,and those of the rb-bFGF group were treated with bevacizumab gel.The wound healing rate of each group was calculated at 3,7 and 14 d after intervention.At 14 d after intervention,pathological changes in the wounds were observed with HE staining,and the expression levels of Bax and Bak were detected by Western blotting.② Human umbilical vein endothelial cell line EA.hy926 was treated with 175 mmol/L glucose for 48 h to establish a cell model of high glucose injury.The experimental cells were divided into control group,model group and CA treatment group.Cell scratch test and tube formation test were performed respectively to determine the migration ability and angiogenesis of the cells.The expression levels of Bax and Bak was detected with immunofluorescence assay,and cell apoptosis was detected by TUNEL staining.Results ①The diabetic rats in the Model group exhibited significantly higher blood glucose level(P<0.05),declined wound healing rate at 7 and 14 d after intervention(P<0.05),and enhanced expression levels of Bax and Bak(P<0.05)when compared with the control group.Pathological observation revealed that,at 14 d after intervention,accompanied with inflammatory reactions,dense infiltration of inflammatory cells,fewer new blood vessels,and continuous fluid exudation in the wound were observed in the Model group,but the control group presented complete epithelialization in full-thickness skin.Compared with the conditions in the Model group,both CA and rb-bFGF treatment improved the epithelialization process,with mature granulation tissues,showing good healing condition,promoted wound healing rate(P<0.05),and decreased the expression levels of Bax and Bak(P<0.05).② The results of cell experiments showed that the cells of the model group showed significantly reduced migration ability and tube formation ability(P<0.05),reduced protein levels of Bax and Bak(P<0.05),and lower apoptotic rate(P<0.05)when compared with the cells in the model group.Conclusion CA can inhibit the expression of apoptosis-related proteins Bax and Bak,promote the migration and tube formation of vascular endothelial cells,and inhibit the cell apoptosis under high glucose condition,which may be an important reason for its promoting wound healing in diabetic ulcer rats.
7.Supramolecular Binding Behavior and Solubilization of Cationic Cyclodextrins towards Liquiritigenin
Ying-Hui DENG ; Dong-Jing ZHANG ; Hai-Kun WANG ; Jia-Xing CHEN ; Shuang SONG ; Bo YANG ; Xia-Li LIAO
Chinese Journal of Analytical Chemistry 2025;53(2):289-299,中插20-中插30
Liquiritigenin(LG)is a flavone of pharmacological importance,however,its application potential is severely limited due to its poor water solubility.LG could be disassociated slightly in water to form phenolate anion,therefore,better solubilization effect is expected by inclusion with cationic cyclodextrins(CCDs).In this work,four kinds of CCDs modified with amino groups at the primary face were synthesized,and their solid inclusion complexes with LG were successfully prepared by preparing their saturated solutions.The formation of the solid inclusion complexes was confirmed by scanning electron microscopy(SEM)and powder X-ray diffraction(PXRD),and their supramolecular binding behavior in solution was studied using multiple techniques.A 1∶1 inclusion stoichiometry of inclusion complexation was defined using Job plot by ultraviolet-visible(UV-vis)spectroscopy,and their binding stability constants(Ks)were determined as 2862.77,3494.70,6521.85 and 9599.48 L/mol using UV-vis spectroscopic titration,far more superior to that of nativeβ-CD(Ks=236.79 L/mol).This indicated that the amino side chains on CCDs could actively participate in the inclusion complexation through anion-cation interactions,significantly strengthening the host-guest binding between CCDs and LG.The inclusion modes were further elucidated based on proton and two-dimensional rotating-frame overhauser enhancement spectroscopy(2D-ROESY)nuclear magnetic resonance(NMR)experiments and molecular docking.Water solubility of LG was dramatically promoted up to 4.9 mg/mL,which was 70-fold higher than that of native LG.This study could draw inspiration for the binding and solubilization of phenols such as flavones by design of cationic macrocyclic molecules.
8.Association between medium to long term ambient PM 2.5 exposure and overweight/obesity among primary and secondary school students
Chinese Journal of School Health 2025;46(7):937-940
Objective:
To investigate the association between medium to long term PM 2.5 exposure around school areas and overweight/obesity among primary and secondary school students in Guangxi, providing data support and theoretical foundations for scientifically addressing overweight and obesity in primary and secondary school students.
Methods:
From September to November 2023, a stratified cluster random sampling method was employed to select 251 183 students aged 7-18 years (grade 1 to grade 12) from 14 prefecture level cities (111 districts and counties) in Guangxi. PM 2.5 mass concentration data were obtained from the Tracking Air Pollution in China (TAP) dataset. Preliminary comparative analysis was conducted using the Mann-Whitney U test, while binary Logistic regression models were applied to quantify the relationship between PM 2.5 exposure and overweight/obesity. Restricted cubic spline analysis was further utilized to examine the nonlinear association between PM 2.5 concentration and overweight/obesity risk.
Results:
The detection rate of overweight/obesity among Guangxi students in 2023 was 19.5%. The median PM 2.5 concentration in the year prior to the study was higher in the overweight/obesity group (23.22 μg/m 3) compared to the non overweight/obesity group (22.63 μg/m 3) ( Z=-15.66, P <0.01), and consistent trends were observed across gender (male/female) and educational stage (primary/junior/senior high school) subgroups (all P <0.01). Binary Logistic regression revealed that for every 10 μg/m 3 increase in the annual average PM 2.5 concentration, the risk of overweight/obesity increased by 12% ( OR=1.12, 95%CI=1.09- 1.15 , P <0.01). Restricted cubic spline analysis indicated a nonlinear relationship between monthly PM 2.5 levels and overweight/obesity risk ( P trend <0.01). Below 22.68 μg/m 3, PM 2.5 exposure showed no significant association with obesity risk; above the threshold, the risk increased with rising PM 2.5 levels.
Conclusion
Medium to long term PM 2.5 exposure around school environments is significantly associated with overweight/obesity among primary and secondary school students.
9.Comparison of physical fitness and physiological indexes of male soldiers at different altitudes
Yutong DONG ; Maolin YANG ; Mo LI ; Chen ZHANG ; Yan RUAN ; Junlei ZHANG ; Yan HU
Military Medical Sciences 2025;49(4):296-302
Objective To investigate the differences in physical fitness and physiological indexes of male soldiers stationed at different altitudes and to analyze the determinants of physical fitness of these soldiers.Methods A total of 13 648 male soldiers at different altitudes were included,whose results of annual military physical assessment and physiological indexes in 2023 were collected and comparatively analyzed.Results The 3000-meter running performance,30-meter × 2 serpentine running performance and resting blood oxygen saturation of high-altitude soldiers gradually declined with the increase of altitudes.The pull-up performance dropped significantly when the altitude>2000 m.Soldiers ≥30 years old demonstrated a marked decline in physical fitness across different training programs.Moderate altitude acclimatization was conduciveto the recovery of physical fitness of soldiers,while exposure to high-altitude environment ≥5 years led to overall deterioration.Conclusion The high-altitude environment significantly impacts the aerobic endurance,speed,agility,and strength of soldiers.Altitude ≥4000 m,age ≥30 years,and prolonged exposure ≥5 years may contribute to the decline in physical fitness of soldiers.
10.RPA-CRISPR/Cas12a-based rapid detection of Clostridium botulinum in food
Zishu LAN ; Shuqing ZHOU ; Tianjiao CHEN ; Rong TAN ; Min JIN ; Dong YANG
Military Medical Sciences 2025;49(9):674-680
Objective To establish a rapid detection method for Clostridium botulinum in food.Methods A rapid detection method based on RPA-CRISPR/Cas12a was developed by integrating recombinase polymerase amplification(RPA)with the CRISPR-Cas12a system.After the reaction conditions were optimized,the method's sensitivity,specificity,and usefulness were methodically confirmed.Results and Conclusion The optimized method achieved detection within 1 hour,with a limit of detection(LOD)of 1.91 copies/μL.No cross-reactivity was observed with non-target pathogens.The RPA-CRISPR/Cas12a-based detection method developed in this study exhibits high specificity,sensitivity,and operational simplicity and may provide a feasible solution for the rapid detection of foodborne pathogens.


Result Analysis
Print
Save
E-mail