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.Clinical Study on Acupuncture Treatment of Liver Depression Type Insomnia in Young and Middle-Aged Women with the Liver-soothing and Mind-regulating Method
Xiaofeng LI ; Shifen XU ; Xuan YIN ; Meiqing LIU ; Guancheng LI
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(12):136-141
Objective To observe the safety and effectiveness of acupuncture in young and middle-aged women suffering from insomnia with liver-depression using liver-soothing and mind-regulating method.Methods Totally 76 female patients with insomnia of liver-depression were randomly divided to the acupuncture group and the sham-acupuncture group,with 38 cases in each group.The treatment group received acupuncture with the method of liver-soothing and mind-regulating,while the sham-acupuncture group used the same acupoints with simulated stimulation using blunt-tip needles.Treatment lasted 8 weeks,with a total of 18 sessions,as well as a 3-month follow-up period.The Pittsburgh Sleep Quality Index(PSQI),Insomnia Severity Index(ISI),and Self-Rating Anxiety Scale(SAS)were measured before treatment,at the week 4 and week 8,and at 1-and 3-month follow-ups.The adverse reaction of both groups were monitored.Results Four cases in the acupuncture group and 2 cases in the sham-acupuncture group were lost.Compared with before treatment,the total score and factor scores of PSQI,ISI and SAS of the two groups at 4 and 8 weeks of treatment and the first and third months of follow-up significantly decreased(P<0.05);compared with the sham-acupuncture group at the same time point,the total score of PSQI,ISI and SAS in the acupuncture group decreased significantly at 8 weeks of treatment(P<0.05).No serious adverse events occurred in the two groups during the treatment.Conclusion The acupuncture of liver-soothing and mind-regulating method is a safe and effective treatment for improving sleep quality and anxious mood of young and middle-aged female patients with liver-depression type of insomnia.
4.Analysis of the effect of inflatable mediastinoscopy esophagectomy and minimally invasive Mckeown esophagectomy combined with thoracoscopy and laparoscopy in the treatment of early esophageal cancer
Zhining HUANG ; Changqing LIU ; Xinyu MEI ; Gaoxiang WANG ; Mingsheng WU ; Shijun CUI ; Xiaohui SUN ; Meiqing XU ; Mingran XIE
Chinese Journal of Surgery 2025;63(2):114-123
Objective:To explore the operioperative and long-term outcomes of inflatable mediastinoscopic resection of esophageal carcinoma (IVMTE) and minimally invasive Mckeown resection of esophageal carcinoma (MIME) in early esophageal cancer.Methods:This is a retrospective cohort study. A retrospectively analysis was conducted on 176 patients with cT1N0M0 esophageal cancer who underwent IVMTE or MIME at the Department of Thoracic Surgery, Anhui Provincial Hospital Affiliated with Anhui Medical University from April 2017 to April 2019. There were 128 males and 48 females, aged (66.4±7.7) years (range: 45 to 87 years). General data, perioperative outcomes, pathological data of the tumors, and complications were recorded. Independent sample t-test, χ2 test, or Wilcoxon rank-sum test was used to compare the data between the two groups. Propensity score matching was performed with gender, age, tumor location, differentiation degree, pT stage, pN stage, American Society of Anesthesiologists (ASA) classification, smoking history, and alcohol history were considered as covariates. The IVMTE group and MIME group were matched in a 1∶2 ratio using nearest neighbor match method with a caliper value of 0.02. Kaplan-Meier method was used to plot survival curves, with Log-rank test for univariate survival analysis. The Cox proportional hazards model was applied to analyze prognostic factors for overall survival, and subgroup stratification analysis was performed for pT stage. Results:After matching, the MIME group consisted of 54 cases, and the IVMTE group consisted of 27 cases. There were no statistically significant differences between the two groups in terms of gender, age, smoking history, alcohol history, ASA classification, tumor location, and other factors. The IVMTE group had shorter surgery time ( M(IQR), 220 (45) minutes vs. 245 (56) minutes, Z=2.950, P=0.003) and less intraoperative blood loss (100 (50) ml vs. 125 (100) ml, Z=2.193, P=0.028) compared to the MIME group. There were no differences between the two groups in the number and quantity of lymph node stations dissected, and the IVMTE group was not at a disadvantage in terms of the number of lymph nodes dissected around the recurrent laryngeal nerve (all P>0.05). The 1-, 3-, and 5-year overall survival (OS) rates and recurrence-free survival (RFS) rates were not significantly different between the two groups (all P>0.05). Subgroup analysis showed no significant difference in OS and RFS rates between the pT1 and pT2 subgroups (all P>0.05). Multivariate Cox regression analysis suggested that ASA classification ( HR=2.516, 95% CI: 1.126 to 5.624, P=0.025), pN stage ( HR=2.485, 95% CI: 0.984 to 6.274, P=0.046), and whether adjuvant therapy was given postoperatively ( HR=2.915, 95% CI: 1.304 to 6.515, P=0.009) were independent risk factors affecting 5-year OS rate. For 5-year RFS, pT stage ( HR=0.403, 95% CI: 0.194 to 0.838, P=0.011), pN stage ( HR=5.219, 95% CI: 2.401 to 11.346, P<0.01), and whether adjuvant therapy was given postoperatively ( HR=5.644, 95% CI: 2.691 to 11.838, P<0.01) were independent risk factors, while the surgical approach was not an independent risk factor affecting patient prognosis. Conclusion:The short-term and long-term effect of IVMTE in the treatment of early esophageal cancer is good, and it can achieve effects comparable to MIME.
5.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.
6.The mediation effect of self-efficacy and mental toughness on self-management and postoperative rehabilitation in patients with cervical spondylotic radiculopathy
Fang HUANG ; Qifang LIU ; Meiqing SHEN ; Chunmei YU ; Rubing LI
China Modern Doctor 2025;63(4):16-19,39
Objective To analyze the mediation effect of self-efficacy and mental toughness between self-management behavior and postoperative rehabilitation in patients with cervical spondylotic radiculopathy.Methods A total of 180 patients with cervical spondylotic radiculopathy diagnosed and treated in the First Hospital ofNanchang from April 2022 to April 2024 were selected by convenience sampling method.The patients were investigated by general data questionnaire,Connor-Davidson resilience scale(CD-RISC),chronic disease self-efficacy scale(CDES),rehabilitation evaluation scale for cervical spondylotic radiculopathy(RES-CSR)and chronic disease self-management scale(CDSMS).Results The scores of CD-RISC,RES-CSR,CDES and CDSMS were(64.41±10.12)points,(78.84±12.07)points,(41.26±3.18)points and(53.14±6.38)points respectively.The results of correlation analysis showed that postoperative rehabilitation was significantly positively correlated with mental toughness,self-efficacy and self-management,self-management was significantly positively correlated with mental toughness and self-efficacy,mental toughness was significantly positively correlated with self-efficacy(P<0.05).Mental toughness and self-efficacy played a mediating role in the relationship between self-management and postoperative rehabilitation of patients with cervical spondylotic radiculopathy,and the mediating effect value was 0.270 and 0.136.The two continuous paths had a chain mediating effect,and the mediating effect value was 0.150,accounting for 18.70%,9.42%and 10.39%of the total effect value,respectively.Conclusion The self-management behavior of patients with cervical spondylotic radiculopathy has an important impact on their postoperative rehabilitation,in which mental toughness and self-efficacy play a chain intermediary role.Nursing intervention can enhance the self-management behavior and mental toughness of patients with cervical spondylotic radiculopathy and improve their self-efficacy,so as to improve their postoperative rehabilitation level.
7.Meta-integration of transitional qualitative experiences in adolescents with inflammatory bowel disease
Hui LIU ; Mingfen LIU ; Lisha GUO ; Meiqing PENG ; Wanhua XIE
Modern Clinical Nursing 2025;24(7):76-83
Objective To systematically evaluate the psychological characteristics of adolescent inflammatory bowel disease(IBD)patients during the transition period and provide evidence-based guidance for healthcare professionals in developing transition management strategies.Methods A systematic search was conducted across The Cochrane Library,PubMed,Web of Science,CINAHL,Embase,SinoMed,CNKI,Wanfang,and VIP databases for qualitative studies on adolescent IBD patients during transition,from database inception to May 2024.Eligible studies were critically appraised,and themes were synthesized using the meta-aggregation approach of meta-synthesis.Results Twelve studies were included,yielding 13 findings that were synthesized into five categories:self-development challenges,healthcare system transition barriers,family support conflicts,social adaptation difficulties,and lack of societal support systems.Conclusion Adolescents with IBD experience complex psychological challenges during transition,characterized by excessive psychological burdens,inadequate healthcare support,and insufficient societal recognition.Targeted interventions are needed to improve psychological outcomes during this critical phase.
8.Meta-integration of transitional qualitative experiences in adolescents with inflammatory bowel disease
Hui LIU ; Mingfen LIU ; Lisha GUO ; Meiqing PENG ; Wanhua XIE
Modern Clinical Nursing 2025;24(7):76-83
Objective To systematically evaluate the psychological characteristics of adolescent inflammatory bowel disease(IBD)patients during the transition period and provide evidence-based guidance for healthcare professionals in developing transition management strategies.Methods A systematic search was conducted across The Cochrane Library,PubMed,Web of Science,CINAHL,Embase,SinoMed,CNKI,Wanfang,and VIP databases for qualitative studies on adolescent IBD patients during transition,from database inception to May 2024.Eligible studies were critically appraised,and themes were synthesized using the meta-aggregation approach of meta-synthesis.Results Twelve studies were included,yielding 13 findings that were synthesized into five categories:self-development challenges,healthcare system transition barriers,family support conflicts,social adaptation difficulties,and lack of societal support systems.Conclusion Adolescents with IBD experience complex psychological challenges during transition,characterized by excessive psychological burdens,inadequate healthcare support,and insufficient societal recognition.Targeted interventions are needed to improve psychological outcomes during this critical phase.
9.The mediation effect of self-efficacy and mental toughness on self-management and postoperative rehabilitation in patients with cervical spondylotic radiculopathy
Fang HUANG ; Qifang LIU ; Meiqing SHEN ; Chunmei YU ; Rubing LI
China Modern Doctor 2025;63(4):16-19,39
Objective To analyze the mediation effect of self-efficacy and mental toughness between self-management behavior and postoperative rehabilitation in patients with cervical spondylotic radiculopathy.Methods A total of 180 patients with cervical spondylotic radiculopathy diagnosed and treated in the First Hospital ofNanchang from April 2022 to April 2024 were selected by convenience sampling method.The patients were investigated by general data questionnaire,Connor-Davidson resilience scale(CD-RISC),chronic disease self-efficacy scale(CDES),rehabilitation evaluation scale for cervical spondylotic radiculopathy(RES-CSR)and chronic disease self-management scale(CDSMS).Results The scores of CD-RISC,RES-CSR,CDES and CDSMS were(64.41±10.12)points,(78.84±12.07)points,(41.26±3.18)points and(53.14±6.38)points respectively.The results of correlation analysis showed that postoperative rehabilitation was significantly positively correlated with mental toughness,self-efficacy and self-management,self-management was significantly positively correlated with mental toughness and self-efficacy,mental toughness was significantly positively correlated with self-efficacy(P<0.05).Mental toughness and self-efficacy played a mediating role in the relationship between self-management and postoperative rehabilitation of patients with cervical spondylotic radiculopathy,and the mediating effect value was 0.270 and 0.136.The two continuous paths had a chain mediating effect,and the mediating effect value was 0.150,accounting for 18.70%,9.42%and 10.39%of the total effect value,respectively.Conclusion The self-management behavior of patients with cervical spondylotic radiculopathy has an important impact on their postoperative rehabilitation,in which mental toughness and self-efficacy play a chain intermediary role.Nursing intervention can enhance the self-management behavior and mental toughness of patients with cervical spondylotic radiculopathy and improve their self-efficacy,so as to improve their postoperative rehabilitation level.
10.Clinical Study on Acupuncture Treatment of Liver Depression Type Insomnia in Young and Middle-Aged Women with the Liver-soothing and Mind-regulating Method
Xiaofeng LI ; Shifen XU ; Xuan YIN ; Meiqing LIU ; Guancheng LI
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(12):136-141
Objective To observe the safety and effectiveness of acupuncture in young and middle-aged women suffering from insomnia with liver-depression using liver-soothing and mind-regulating method.Methods Totally 76 female patients with insomnia of liver-depression were randomly divided to the acupuncture group and the sham-acupuncture group,with 38 cases in each group.The treatment group received acupuncture with the method of liver-soothing and mind-regulating,while the sham-acupuncture group used the same acupoints with simulated stimulation using blunt-tip needles.Treatment lasted 8 weeks,with a total of 18 sessions,as well as a 3-month follow-up period.The Pittsburgh Sleep Quality Index(PSQI),Insomnia Severity Index(ISI),and Self-Rating Anxiety Scale(SAS)were measured before treatment,at the week 4 and week 8,and at 1-and 3-month follow-ups.The adverse reaction of both groups were monitored.Results Four cases in the acupuncture group and 2 cases in the sham-acupuncture group were lost.Compared with before treatment,the total score and factor scores of PSQI,ISI and SAS of the two groups at 4 and 8 weeks of treatment and the first and third months of follow-up significantly decreased(P<0.05);compared with the sham-acupuncture group at the same time point,the total score of PSQI,ISI and SAS in the acupuncture group decreased significantly at 8 weeks of treatment(P<0.05).No serious adverse events occurred in the two groups during the treatment.Conclusion The acupuncture of liver-soothing and mind-regulating method is a safe and effective treatment for improving sleep quality and anxious mood of young and middle-aged female patients with liver-depression type of insomnia.

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