1.Predictive modle for violence risk in hospitalized schizophrenia patients based on support vector machine
Huan LIU ; Peifang SHI ; Kun ZHANG ; Li KANG ; Yan ZHANG ; Long NA ; Binhong WANG ; Meiqing HE
Sichuan Mental Health 2026;39(1):27-35
BackgroundThe violent aggressive behaviors of patients with schizophrenia usually have the characteristics of suddenness, unpredictability, high severity, and great difficulty in prevention. Early identification and accurate assessment of their risk of violent aggression have significant clinical significance. ObjectiveTo construct a predictive model for the violence risk in hospitalized patients with schizophrenia, to identify the key factors influencing the occurrence of violent behavior in these patients, so as to provide references for clinical precise quantitative assessment and early intervention. MethodsA total of 200 patients with schizophrenia who were hospitalized at Taiyuan Psychiatric Hospital from March 2022 to September 2024 and met the diagnostic criteria of the International Classification of Diseases, eleventh edition (ICD-11) were collected to form the modeling cohort. They were randomly divided into a training set (n=140) and a test set (n=60) at a ratio of 7∶3. Based on the least absolute shrinkage and selection operator (LASSO) regression algorithm, the feature variables were screened and dimension-reduced. The support vector machine (SVM) from machine learning was selected for model training and prediction. The discrimination efficacy of the model was evaluated by the area under the receiver operating characteristic (ROC) curve (AUC), accuracy, precision, sensitivity, specificity, F1 value, and Brier value. ResultsLASSO regression screening identified 16 feature variables. Pearson correlation analysis revealed a positive correlation between prior violent behavior frequency and clinical psychiatric symptom scores (r=0.580, P<0.01), a positive correlation between hospitalization compliance and current disease status (r=0.550, P=0.003), and a positive correlation between educational level and family per capita monthly income (r=0.367, P<0.01). The SVM model achieved an AUC of 0.853, accuracy of 0.800, precision of 0.810, sensitivity of 0.895, specificity of 0.636, F1 value of 0.850, and Brier value of 0.168. ConclusionThe SVM model has a relatively high level of applicability and overall predictive performance in the assessment of violent risk in schizophrenia patients, which is helpful for the early identification of violent risks in such patients. [Funded by Specialized Research Project for Enhancing the Competence of Health Professionals in Taiyuan City (number, Y2023006)]
2.Forensic performance and genetic background analyses of Guizhou Chuanqing population using a self-constructed microhaplotype panel.
Hongling ZHANG ; Changyun GU ; Qiyan WANG ; Xiaolan HUANG ; Qianchong RAN ; Zheng REN ; Yubo LIU ; Yansha LUO ; Shuaiji PAN ; Meiqing YANG ; Jingyan JI ; Xiaoye JIN
Journal of Southern Medical University 2025;45(7):1442-1450
OBJECTIVES:
To investigate the ethnic origin of Chuanqing people, one of the largest unidentified ethnic groups in Guizhou, China, and analyze its genetic relationships with surrounding populations.
METHODS:
Based on a self-developed microhaplotype system, we conducted genotyping and analyzed the genetic distribution of microhaplotype loci and their forensic applicability in Chuanqing population in Guizhou Province. Using the microhaplotype data from different intercontinental populations and previously reported data from Han population living in Guizhou Province, we systematically investigated the genetic background of Chuanqing people through population genetic approaches, including genetic distance estimation, principal component analysis, and phylogenetic tree construction.
RESULTS:
Among the studied population, the number of haplotype per microhaplotype ranged from 6 to 25. The average expected heterozygosity (He), observed heterozygosity (Ho), power of discrimination (PD), and probability of exclusion (PE) were 0.8291, 0.8301, 0.9387, and 0.6593, respectively. The cumulative power of discrimination (CPD) and cumulative probability of exclusion (CPE) for these 33 loci were 1-2.62×10-41 and 1-7.64×10-17, respectively. Population genetic analyses revealed that the Chuanqing population had close genetic relationships with the East Asian populations, especially the local Guizhou Han population, Beijing Han population and the Han populations living in southern China.
CONCLUSIONS
The 33 microhaplotypes exhibit high levels of genetic diversity in the Guizhou Chuanqing population, highlighting their potentials for both forensic identification and parentage testing. The Han populations might have contributed a significant amount of genetic material to the Chuanqing population during the formation and development of the latter.
Humans
;
China/ethnology*
;
Ethnicity/genetics*
;
Forensic Genetics/methods*
;
Genetics, Population
;
Genotype
;
Haplotypes
;
Phylogeny
;
East Asian People/genetics*
3.Genetic diversity analysis of oxacillinase in 241 clinical isolates of Pseudomonas aeruginosa
Yuelong LI ; Jingyi ZHANG ; Yubing FU ; Meiqing SUN ; Beibei MIAO ; Xinyi GONG ; Xiao HAN ; Huan XING ; Pengfang GAO ; Jiachen LI ; Yating TANG ; Xinya FAN ; Yanlei GE ; Haijian ZHOU ; Juan LI ; Aiying DONG
Chinese Journal of Preventive Medicine 2025;59(7):1004-1012
Objective:To analyze the carriage status, subtype distribution and flanking gene sequence characteristics of oxacillinases (OXA enzyme) in 241 clinical strains of Pseudomonas aeruginosa, and assess their roles in the drug resistance of Pseudomonas aeruginosa and ability to horizontally transfer across species. Methods:Clinical P. aeruginosa isolates were collected from four hospitals in Sanya, Tangshan, Zhangjiakou, and Beijing. The prevalence of oxacillinases and their flanking gene sequences was analyzed by whole-genome sequencing (NGS) and bioinformatic approaches. Results:A total of 241 isolates of P. aeruginosa were gathered, and 35 blaOXA subtypes were identified through screening of 252 blaOXA genes. These genes were classified into three subfamilies: blaOXA-50-like (241, 95.6%), blaOXA-1-like (9, 3.6%) and blaOXA-10-like (2, 0.8%). Among these, 11 subtypes (11, 31.4%) were novel blaOXA subtypes. Nine of these belonged to the blaOXA-50-like subfamily and were designated as blaOXA-1244, blaOXA-1245, blaOXA-1246, blaOXA-1250, blaOXA-1252, blaOXA-1253, blaOXA-1254, blaOXA-1255, and blaOXA-1256. The remaining two belonged to the blaOXA-10-like subfamily and were named blaOXA-1247 and blaOXA-1248. Compared to the amino acid sequence of OXA-10, the newly identified subtype OXA-1247 exhibited a mutation at position 117, where a valine was replaced by a leucine. This change was thought to improve the enzyme′s ability to hydrolyze carbapenems. In the analysis of the flanking sequences of the blaOXA genes, Class I integrons were identified in four bacterial strains. The variable regions of these integrons carried three distinct patterns of resistance gene cassettes: aac( 6′) -Ib-blaOXA-1247-ant( 3′′) -Ia, aac( 6′) -Ib-blaOXA-1248 and aac( 6′) -Ib- blaIMP-45-blaOXA-1-catB3. Among these, the strain BJ2326 carried a class I integron that was connected to the downstream IS CR1 element to form a composite class I integron structure, additionally carrying the resistance gene blaPER-1. Out of the 223 non-wild-type P. aeruginosa strains, 127 strains exhibited non-wild-type profiles to the four beta-lactam antibiotics MEM, CAZ, FEP, and TZP, with the combination of MEM+CAZ+FEP being the most prevalent, representing 57.0% of the total. Conclusions:The blaOXA genes in 241 clinical P. aeruginosa strains showed diversity. Some blaOXA genes had a co-transfer risk with the metallo-β-lactamase resistance gene blaIMP-45. Among the 11 newly discovered blaOXA subtypes, the new subtype OXA-1247 may have carbapenemase activity and potential for horizontal transfer.
4.Troxerutin modulates nuclear factor-kappaB signaling pathway to inhibit brain injury and neuronal apoptosis in cerebral infarction rats
Zhezhe LIU ; Meiqing YU ; Tingting WANG ; Min ZHANG ; Baiyan LI
Chinese Journal of Tissue Engineering Research 2025;29(6):1137-1143
BACKGROUND:Troxerutin has been found to have a significant ameliorative effect on brain disorders,but there are fewer studies on the effects of troxerutin on the treatment of cerebral infarction and on neuronal cells. OBJECTIVE:To investigate the mechanism by which troxerutin regulates nuclear factor-κB signaling pathway to reduce brain injury and neuronal apoptosis in cerebral infarction rats. METHODS:Fifty clean grade rats were randomized into healthy group,model group,and troxerutin+nuclear factor-κB agonist group,troxerutin group,and nuclear factor-κB inhibitor group.Except for the healthy group,all other groups were used to establish a rat model of cerebral infarction by arterial ligation.The healthy and model groups were treated once a day with an equal amount of physiological saline by gavage.The troxerutin+nuclear factor-κB agonist group was intervened with 72 mg/kg troxerutin by gavage+20 mg/kg RANK intraperitoneally.The troxerutin group was treated with 72 mg/kg troxerutin by gavage.The nuclear factor κB inhibitor group was intervened intraperitoneally with 120 mg/kg nuclear factor κB inhibitor pyrrolidine disulfiram.Administration in each group was given once a day for 30 continuous days.Zea-longa was used to detect neurological damage in rats,hematoxylin-eosin staining was used to observe pathological changes,TUNEL was used to detect neuronal apoptosis,and immunoblotting and PCR were used to detect the expression of nuclear factor-κB p65 and nuclear factor-κB p50 at protein and mRNA levels,respectively. RESULTS AND CONCLUSION:Compared with the healthy group,the neurological function score,neuronal apoptosis rate,nuclear factor-κB p65,nuclear factor-κB p50 mRNA and protein expression levels were elevated in the model group(P<0.05).Compared with the model group,the neurological function score,neuronal apoptosis rate,nuclear factor-κB p65 and nuclear factor-κB p50 mRNA and protein expression levels were decreased in the troxerutin+nuclear factor-κB agonist group(P<0.05).Compared with the troxerutin+nuclear factor-κB agonist group,the neurological function score,neuronal apoptosis rate,nuclear factor-κB p65 and nuclear factor-κB p50 mRNA and protein expression levels were reduced in the troxerutin group and nuclear factor-κB inhibitor group(P<0.05).In addition,there was no difference between the troxerutin group and the nuclear factor-κB inhibitor group(P>0.05).In the model group,there was a large number of cytoplasmic vacuolation,obvious edema and necrosis,and a large number of inflammatory cell infiltrations.In the troxerutin+nuclear factor-κB agonist,the swelling of brain tissue was reduced,and reticulate structures and condensed cells were reduced,still with some edema.In the troxerutin group and nuclear factor-κB inhibitor group,brain tissue swelling,neuronal edema degeneration,cytoplasmic vacuolation and neuronal nucleus consolidation were reduced,and the inflammatory cell infiltration was significantly decreased.To conclude,troxrutin can reduce the expression of neurological impairment,inhibit neuronal apoptosis and improve the pathological injury of brain tissue in rats with cerebral infarction,and its mechanism of action may be related to the modulation of nuclear factor-κB expression and related signaling pathways.
5.Genetic diversity analysis of oxacillinase in 241 clinical isolates of Pseudomonas aeruginosa
Yuelong LI ; Jingyi ZHANG ; Yubing FU ; Meiqing SUN ; Beibei MIAO ; Xinyi GONG ; Xiao HAN ; Huan XING ; Pengfang GAO ; Jiachen LI ; Yating TANG ; Xinya FAN ; Yanlei GE ; Haijian ZHOU ; Juan LI ; Aiying DONG
Chinese Journal of Preventive Medicine 2025;59(7):1004-1012
Objective:To analyze the carriage status, subtype distribution and flanking gene sequence characteristics of oxacillinases (OXA enzyme) in 241 clinical strains of Pseudomonas aeruginosa, and assess their roles in the drug resistance of Pseudomonas aeruginosa and ability to horizontally transfer across species. Methods:Clinical P. aeruginosa isolates were collected from four hospitals in Sanya, Tangshan, Zhangjiakou, and Beijing. The prevalence of oxacillinases and their flanking gene sequences was analyzed by whole-genome sequencing (NGS) and bioinformatic approaches. Results:A total of 241 isolates of P. aeruginosa were gathered, and 35 blaOXA subtypes were identified through screening of 252 blaOXA genes. These genes were classified into three subfamilies: blaOXA-50-like (241, 95.6%), blaOXA-1-like (9, 3.6%) and blaOXA-10-like (2, 0.8%). Among these, 11 subtypes (11, 31.4%) were novel blaOXA subtypes. Nine of these belonged to the blaOXA-50-like subfamily and were designated as blaOXA-1244, blaOXA-1245, blaOXA-1246, blaOXA-1250, blaOXA-1252, blaOXA-1253, blaOXA-1254, blaOXA-1255, and blaOXA-1256. The remaining two belonged to the blaOXA-10-like subfamily and were named blaOXA-1247 and blaOXA-1248. Compared to the amino acid sequence of OXA-10, the newly identified subtype OXA-1247 exhibited a mutation at position 117, where a valine was replaced by a leucine. This change was thought to improve the enzyme′s ability to hydrolyze carbapenems. In the analysis of the flanking sequences of the blaOXA genes, Class I integrons were identified in four bacterial strains. The variable regions of these integrons carried three distinct patterns of resistance gene cassettes: aac( 6′) -Ib-blaOXA-1247-ant( 3′′) -Ia, aac( 6′) -Ib-blaOXA-1248 and aac( 6′) -Ib- blaIMP-45-blaOXA-1-catB3. Among these, the strain BJ2326 carried a class I integron that was connected to the downstream IS CR1 element to form a composite class I integron structure, additionally carrying the resistance gene blaPER-1. Out of the 223 non-wild-type P. aeruginosa strains, 127 strains exhibited non-wild-type profiles to the four beta-lactam antibiotics MEM, CAZ, FEP, and TZP, with the combination of MEM+CAZ+FEP being the most prevalent, representing 57.0% of the total. Conclusions:The blaOXA genes in 241 clinical P. aeruginosa strains showed diversity. Some blaOXA genes had a co-transfer risk with the metallo-β-lactamase resistance gene blaIMP-45. Among the 11 newly discovered blaOXA subtypes, the new subtype OXA-1247 may have carbapenemase activity and potential for horizontal transfer.
6.Progress of echocardiographic parameters in patients with different severity of aortic stenosis
Jia MA ; Liwei ZHANG ; Yongjiang MA ; Mate GUO ; Shimin SUN ; Meiqing ZHANG ; Qiushuang WANG ; Yanjie SONG ; Chan SHI ; Feifei YANG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2024;26(11):1253-1257
Objective To investigate the progress of two-dimensional echocardiographic parameters in patients with different severity of aortic stenosis.Methods A retrospective analysis was per-formed on 96 patients diagnosed with aortic stenosis with at least 2 times of transthoracic echo-cardiography(interval ≥1 year)in Department of Cardiology,Fourth Medical Center of Chinese PLA General Hospital from March 2017 to December 2023.According to aortic stenosis severity,they were divided into a mild group(72 cases),a moderate group(14 cases)and a severe group(10 cases).Peak pressure gradient(PPG)across aortic valve,Vmax,mean aortic valve pressure gradient(ΔPm),pulmonary artery systolic pressure(PASP)were collected,and the changes and annual progress of these echocardiographic parameters at baseline and before and after follow-up were analyzed.Results The values of IVST,LVPWT,Vmax,aortic valve PPG and ΔPm were sig-nificantly increased in the mild,moderate and severe stenosis groups in turn(P<0.05,P<0.01).The values of Vmax,PPG and ΔPm were significantly lower in the mild stenosis group than the moderate and severe stenosis groups,and the LVPWT value was obviously lower in the mild ste-nosis group than the severe stenosis group(P<0.05).The aortic valve PPG and ΔPm values at follow-up were significantly higher than those before the follow-up in the three stenosis groups(P<0.05,P<0.01).After follow-up,the Vmax values in mild and moderate stenosis groups were notably higher than before(P<0.01).The PASP value at follow-up was significantly higher than before in the severe stenosis group(P<0.05).The annual progression rate of Vmax,PASP,LVEF were gradually increased in the mild,moderate,and severe stenosis groups(P>0.05).The annual progression rate of ΔPm was gradually increased in the three groups in turn(2.30±1.77 mm Hg/year vs 2.40±1.18 mm Hg/year vs 6.08±1.70 mm Hg/year,P<0.05).Conclusion As the severity of baseline aortic stenosis increases,obvious changes are observed in cardiac structure and function.Before and after follow-up,the serious the aortic stenosis severity is,the faster the annual progression rates of Vmax,PPG,LVEF and PASP are.
7.Cause analysis of disqualification in neuropsychiatry examination during medical selection of Air Force Youth Aviation School from 2018 to 2022
Guihua LIU ; Xuanying WANG ; Meiqing ZHANG ; Chunxiao WANG ; Kun ZHANG ; Yonggang REN
Chinese Journal of Aerospace Medicine 2024;35(1):56-59
Objective:To provide references for improving the methods of medical selection by analyzing the main reasons of disqualification in neuropsychiatric examination during medical selection of Air Force Youth Aviation School students.Methods:A retrospective study was conducted to analyze the reasons for disqualification of 4 542 junior high school male graduates who applied for the Air Force Youth Aviation School and undertook neuropsychiatric examination from 2018 to 2022. The yearly detection rates of the top 5 reasons of disqualification in neuropsychiatry were compared.Results:The overall disqualification rate in neuropsychiatry during medical selection at Shijiazhuang Station of the Air Force Youth Aviation School from 2018 to 2022 showed an upward trend ( χ 2= 8.98, P=0.003). The top 5 reasons were family genetic history (0.88%), artificial urticaria (0.46%), syncope history (0.35%), coma history (0.35%), and pre-syncope status (0.35%). The detection rates of family genetic history and pre-syncope status in adolescents showed an overall growing trend, and the differences were significant ( χ 2= 7.41, 11.12, P=0.007, 0.001); the detection rate of artificial urticaria showed an overall decline trend, with a significant difference ( χ 2= 6.33, P=0.012). There was no significant change in the detection rates of syncope history and coma history ( P>0.05). Conclusions:The trend changes on the detection rates of family genetic history, pre-syncope status and artificial urticarial may related to the doctor's skill and comprehensiveness in disease history inquiry. It is necessary to improve the quality and efficiency of future neuropsychiatric examination for Air Force Youth Aviation School student selection by strengthening the construction of physician team and improving the suitability of examination environment.
8.Transcriptomic analysis of chondroprogenitors in response to flow fluid shear stress
Lingfeng XU ; Yuejiao ZHANG ; Jianchang ZHANG ; Jia YU ; Wanqiu HUO ; Jiali XU ; Meiqing WANG
Journal of Practical Stomatology 2024;40(1):36-42
Objective:To investigate the response of mandibular condylar chondroprogenitors to flow fluid shear stress(FFSS).Methods:Chondroprogenitors were in vitro cultured and stimulated with FFSS that can cause cell degeneration,and treated with sec-ond-generation high-throughput RNA sequencing.Differential gene expression was screened using DESeq2 software for gene ontology(GO)functional enrichment analysis,kyoto encyclopedia of genes and genomes(KEGG)pathway enrichment analysis and protein-protein interaction(PPI)network analysis.qRT-PCR was performed to validate the core genes screened by PPI.Results:A total of 1996 differentially expressed genes were obtained,mainly including inflammatory response and cell cycle related molecules.Among them,Actal,Atf3,Ccl2,116,Nfkbia,Ret and Vcaml were identified as the core genes.Conclusion:FFSS stimulation affects chondroprogenitor function by acting on inflammatory responses and cell cycle-related signaling pathways in chondroprogenitors.
9.The therapeutic effects of TCDCA on cartilage degeneration in experimental temporomandibular joint os-teoarthritis in rats
Wanqiu HUO ; Mian ZHANG ; Qian LIU ; Dongmei WANG ; Meiqing WANG
Journal of Practical Stomatology 2024;40(2):198-203
Objective:To investigate the effects of the taurochenodeoxycholic acid(TCDCA)on cartilage degeneration in tem-poromandibular joint osteoarthritis(TMJ OA).Methods:36 female SD rats aged 6 weeks were randomly divided into 3 groups:con-trol group(CON),unilateral anterior crossbite group(UAC),UAC plus TCDCA injection group(UAC+TCDCA).UAC model was es-tablished in all rats in UAC and UAC+TCDCA groups.Samples were collected at 8 and 12 weeks(control group,UAC group,UAC+TCDCA group)after set up of the experiment(n=6),and TMJ morphological examination was performed.The expression of CYP7A1,BAAT and TGR5 in the tissue and cells was examined by immunohistochimical staining.Results:(1)Compared with the CON group of the same age,the cells in the condylar cartilage were disordered,the cartilage matrix was reduced and thinner in UAC group.Compared with UAC group of the same age,cell arrangement,cell number,cartilage matrix and cartilage thickness were im-proved in UAC+TCDCA group(P<0.05).(2)Compared with the CON group of the same age,the positive cells for TCDCA-specific receptor TGR5 and the key enzymes CYP7A1 and BAAT were mainly distributed in the anterior hypertrophic layer and hypertrophic layer at each time point.The number of positive cells in the UAC group was significantly reduced compared with the CON group.Conclusion:TCDCA has obvious therapeutic effects on the degeneration in TMJ OA.
10.Predictive value of uterine artery blood flow parameters of Doppler ultrasound combined with coagulation related indicators on the pregnancy outcome of recurrent abortion caused by thrombophilia
Ling SUN ; Limei XU ; Xuewu ZHANG ; Meiqing ZHANG
China Medical Equipment 2024;21(3):73-77
Objective:To explore the predictive value of uterine artery blood flow parameters of Doppler ultrasound combined with coagulation related indicators on the pregnancy outcome of recurrent abortion caused by thrombophilia.Methods:A total of 82 patients with recurrent abortion who admitted to the department of gynecology outpatient of Beijing Haidian Hospital from January 2020 to January 2023 were selected.All patients received relevant treatment,and the follow-up results were calculated as statistic method.Before treatment on the day after admission,uterine artery pulse index(PI),resistance index(RI),the ratio of the maximum blood flow velocity of systolic pressure(S)to the maximum blood flow velocity of end-diastolic(D)(S/D),and activated partial thromboplastin time(APTT),prothrombin time(PT),fibrinogen(FIB),thrombin time(TT)and D-dimer(D-D)of all patients were detected.Pearson correlation analysis was adopted to analyze the correlations between PI,RI,S/D and each of APTT,PT,FIB,TT and D-D.Receiver operating characteristic(ROC)curve was used to analyze the values of single PI,RI,S/D,APTT,PT,FIB,TT and D-D,and the value of the combined detection of them in predicting the pregnancy outcome of recurrent abortion caused by thrombophilia.Results:Follow up results showed that 49 cases of 82 patients with recurrent abortion were successful pregnancy and 33 cases of them occurred pregnancy loss,and the PI,RI and S/D of pregnant women with successful pregnancy were significantly lower than those of pregnant women who occurred pregnancy loss,with statistical significance(t=10.598,6.693,3.059,P<0.05).The levels of APTT,PT,FIB,TT and D-D of pregnant women with successful pregnancy were significantly lower than those of pregnant women who occurred pregnancy loss,and the differences were statistically significant(t=9.552,96.462,22.767,5.100,95.805,P<0.05),respectively.PI appeared respectively positive correlation with APTT,PT,FIB,TT and D-D(r=3.178,P<0.05),and RI appeared respectively positive correlation with APTT,PT,FIB and D-D(r=3.246,P<0.05),and S/D also appeared respectively positive correlation with PT,FIB,TT and D-D(r=3.246,P<0.05).The sensitivities of single PI,RI,S/D,APTT,PT,FIB,TT and D-D detection,and the combined detection of them were respectively 42.40%,48.50%,39.40%,48.50%,63.60%,72.70%,42.40%,39.40%and 84.80%in predicting the pregnancy outcome of recurrent abortion caused by thrombophilia.The specificities of them were respectively 98.00%,71.40%,55.10%,75.50%,59.20%,71.40%,77.60%,85.70%and 98.80%,and the AUC values of them were respectively 0.674,0.685,0.409,0.646,0.784,0.788,0.566,0.563 and 0.941.Conclusion:Both single and combination of PI,RI and S/D of uterine artery blood flow parameters,as well as APTT,PT,FIB,TT and D-D of coagulation related indicators,have a certain value in predicting pregnancy outcome of recurrent abortion caused by thrombophilia,and the combined detection has higher predictive value.

Result Analysis
Print
Save
E-mail