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.Population composition and seasonal distribution of mosquitoes in Laoshan District, Qingdao City
Zi-long TANG ; Na YU ; Yang YU ; Fan YIN ; Bing-hui LI ; Hong-yu WANG ; Ke-jia HUANG
Acta Parasitologica et Medica Entomologica Sinica 2026;33(2):114-120
Objective The study aimed to elucidate the population composition and seasonal distribution characteristics of mosquitoes in Laoshan District, Qingdao City, providing a scientific basis for the prevention and control of mosquito-borne infectious diseases. Methods Mosquito surveillance was conducted in Laoshan District in Qingdao City using light traps from April to November 2020-2022. Dominant mosquito species were identified using the Berger-Parker dominance index(I)and mosquito density was compared using the Kruskal-Wallis H test. The seasonal distribution characteristics of adult mosquitoes were analyzed using concentration and circular distribution method. Spearman rank correlation analysis was used to study the relationship between mosquito populations and meteorological factors with mean monthly temperature, mean monthly relative humidity, and mean monthly rainfall. Results The mean mosquito density for the trapping period was 9.771 females/(trap·night)in 2020,9.771 in 2021, and 9.427 in 2022. There was no statistically significant difference in mosquito density between different years(H = 0.095, P = 0.954). In total, 2 781 adult female mosquitoes comprising five species from four genera were captured over three years. Culex pipiens(I = 0.654), Aedes albopictus(I = 0.202), and Aedes aegypti(I = 0.118)were identified as dominant species. Seasonal fluctuations in the adult mosquitoes were unimodal, and primarily concentrated from June to September. The peak period of adult mosquito varied between years with statistical significance. (F = 3.838, P < 0.05). Mosquito density was highly correlated with mean monthly temperature, mean monthly relative humidity and mean monthly precipitation(P< 0.05). Conclusions Cx. pipiens pallens, Ae. albopictus, and Ar. inamoratus are the dominant mosquito species in the Laoshan District of Qingdao City. The activity of adult mosquitoes is seasonal, and primarily concentrated in summer and autumn, during which the risk of mosquito-borne diseases such as dengue fever is increased.
3.Heterogeneity of Adipose Tissue From a Single-cell Transcriptomics Perspective
Yong-Lang WANG ; Si-Si CHEN ; Qi-Long LI ; Yu GONG ; Xin-Yue DUAN ; Ye-Hui DUAN ; Qiu-Ping GUO ; Feng-Na LI
Progress in Biochemistry and Biophysics 2025;52(4):820-835
Adipose tissue is a critical energy reservoir in animals and humans, with multifaceted roles in endocrine regulation, immune response, and providing mechanical protection. Based on anatomical location and functional characteristics, adipose tissue can be categorized into distinct types, including white adipose tissue (WAT), brown adipose tissue (BAT), beige adipose tissue, and pink adipose tissue. Traditionally, adipose tissue research has centered on its morphological and functional properties as a whole. However, with the advent of single-cell transcriptomics, a new level of complexity in adipose tissue has been unveiled, showing that even under identical conditions, cells of the same type may exhibit significant variation in morphology, structure, function, and gene expression——phenomena collectively referred to as cellular heterogeneity. Single-cell transcriptomics, including techniques like single-cell RNA sequencing (scRNA-seq) and single-nucleus RNA sequencing (snRNA-seq), enables in-depth analysis of the diversity and heterogeneity of adipocytes at the single-cell level. This high-resolution approach has not only deepened our understanding of adipocyte functionality but also facilitated the discovery of previously unidentified cell types and gene expression patterns that may play key roles in adipose tissue function. This review delves into the latest advances in the application of single-cell transcriptomics in elucidating the heterogeneity and diversity within adipose tissue, highlighting how these findings have redefined the understanding of cell subpopulations within different adipose depots. Moreover, the review explores how single-cell transcriptomic technologies have enabled the study of cellular communication pathways and differentiation trajectories among adipose cell subgroups. By mapping these interactions and differentiation processes, researchers gain insights into how distinct cellular subpopulations coordinate within adipose tissues, which is crucial for maintaining tissue homeostasis and function. Understanding these mechanisms is essential, as dysregulation in adipose cell interactions and differentiation underlies a range of metabolic disorders, including obesity and diabetes mellitus type 2. Furthermore, single-cell transcriptomics holds promising implications for identifying therapeutic targets; by pinpointing specific cell types and gene pathways involved in adipose tissue dysfunction, these technologies pave the way for developing targeted interventions aimed at modulating specific adipose subpopulations. In summary, this review provides a comprehensive analysis of the role of single-cell transcriptomic technologies in uncovering the heterogeneity and functional diversity of adipose tissues.
4.Analysis of influencing factors of symptomatic cerebral infarction in patients with spontaneous intracerebral hemorrhage
Mengyang REN ; Ailing ZHANG ; Long TIAN ; Na DING
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(4):340-345
Objective:To analyze the risk factors for symptomatic cerebral infarction (SCI) in patients with spontaneous intracerebral hemorrhage (ICH).Methods:A total of 337 patients with spontaneous ICH admitted to the stroke center of Zhengzhou People’s Hospital were consecutively collected from May 2019 to March 2023. Patients were divided into the SCI group and without SCI group according to whether the presence of new neurological deficits consistent with diffusion-weighted imaging hyperintense lesions distant from the hematoma. Magnetic resonance was used to quantify cerebral small vessel disease imaging markers and the degree of cerebral artery stenosis (CAS). SPSS 25.0 software was used for data analysis. Univariate and multivariable Logistic regression models were adopted to assess risk factors associated with concomitant SCI. Subgroup analysis stratified by mean arterial pressure (MAP) tertiles was performed.Results:Compared with patients without SCI, patients with SCI have more histories of ischemic stroke, higher rates of complication of pneumonia and deep venous thrombosis, higher baseline systolic blood pressure, greater MAP change, higher periventricular white matter hyperintensities score and deep white matter hyperintensities (DWMHs) score, and more severe CAS (all P<0.05). Multivariable regression analysis showed that, the degree of CAS ( B=1.095, OR=2.989, 95% CI=1.645-5.432, P<0.001) and DWMHs score ( B=0.789, OR=2.201, 95% CI=1.163-4.166, P=0.015) were risk factors for ICH patients with SCI. Compared with patients with mild CAS, the proportion of SCI significantly increased in patients with moderate and severe CAS in the maximum MAP change group (both P<0.05). Compared with patients with mild DWMHs, the proportion of SCI in patients with severe DWMHs in the maximum MAP change group significantly increased ( P=0.002). Conclusion:Severe CAS and DWMHs are independent risk factors for SCI after ICH, especially with greater fluctuations in MAP change.
5.Construction and rescue of Chikungunya virus infectious clone
Heng CAO ; Na LIU ; Yong-kang WANG ; Man-xi WANG ; Gang LONG
Fudan University Journal of Medical Sciences 2025;52(6):811-818
Objective To rescue a strain of Chikungunya virus(CHIKV)using reverse genetics system.Methods Molecular cloning experiments,including PCR,agarose gel electrophoresis and homologous recombination were employed to generate an infectious cDNA clone(pFK-CHIKV-LN)derived from the isolated Caribbean Chikungunya strain(Caribbean strain,isolate M100,Genbank LN898083.1).The mRNA obtained from vitro transcription were transfected into BHK-21 to rescue the CHIKV.The viral titer was determined by 50%tissue culture infection dose(TCID50),with calculations performed using the Reed-Muench method.Western blot(WB)and real time quantitative polymerase chain reaction(RT-qPCR)were employed to assess the levels of viral protein and mRNA at various time points during infection.Results The full-length cDNA clone of CHIKV was successfully constructed,enabling the rescue of CHIKV progeny.RT-qPCR and WB confirmed the significant increasing expression levels of NS1 mRNA and proteins(NS3,E1)of BHK-21 during the infection process.Conclusion The full-length infectious clone of CHIKV has been constructed successfully,which provides a good tool for subsequent studies on the gene structure,protein function and pathogenic mechanism of CHIKV.
6.Effects of hyperthermic intraperitoneal chemotherapy on immune cells and PD-L1 in patients with post-surgery of advanced adenocarcinoma of esophagogastric junction
Zetian ZHANG ; Tongling WANG ; Jielin YANG ; Na WU ; Na LIANG ; Long TIAN
Chinese Journal of Immunology 2025;41(5):1114-1121
Objective:To investigate the effect of immune cells in blood and PD-L1 expression in tissues on prognosis of patients with post-surgery of advanced adenocarcinoma of esophagogastric junction(AEGJ)and hyperthermic intraperitoneal chemotherapy(HIPEC)treatment,and to explore the relationship between immune cells and PD-L1 level in patients with post-surgery and HIPEC treatments.Methods:A total of 46 patients with advanced AEGJ surgery and adjuvant HIPEC in the First Affiliated Hospital of Hebei North University from January 2018 to June 2019 were enrolled.Transcriptome sequencing technology was used to examine levels of blood immune cells in patients with AEGJ postoperative adjuvant HIPEC.Immunohistochemistry was applied to detect expression of PD-L1 in tissues of AEGJ,and corresponding statistical methods were used to observe the prediction of immune cells and PD-L1 levels on prognosis of patients with AEGJ,and correlation with each other.Results:As of June 30,2022,the cancer-specific survival rate(CSS),relapse free survival rate(RFS),median CSS and median RFS were 28.26%,45.65%,31 months and 24 months,respective-ly.Positive expression of PD-L1 was 52.17%,ratios of RFS and CSS between positive and negative level of PD-L1 were 16.67%,77.27%and 54.17%,90.91%,respectively;the median time of RFS(12 months vs 37 months)and CSS(24 months vs 37 months)in PD-L1 positive expression was less than those in PD-L1 negative expression separately.A total of 22 kinds of immune cells were exam-ined in this study,compared with CPS<1 group,levels of CD8+T cells,dendritic cells activated and resting NK cells were significantly decreased in CPS≥1 group(all P<0.05),while M2 macrophages in the former group were lower than those in the latter group(0.013±0.012 vs 0.033±0.003,P<0.001).Results of ROC curve showed that CD8+T cells and M2 macrophages were predictor of patients with AEGJ treatments prognosis(AUC=0.690 and 0.698,respectively).COX multivariate regression analysis revealed that CD8+T cell was an independent protective factor for CSS of AEGJ and HIPEC[HR=0.590,95%CI(0.248~0.7080],while M2 macrophage was the risk factors for AEGJ and HIPEC[HR=6.448,95%CI(1.440~9.165)].Positive expression of PD-L1 was positively correlated with level of M2 macrophages(R=0.44,P<0.01),while negatively associated with level of CD8+T cells(R=-0.47,P<0.05).Conclusion:Adjuvant HIPEC therapy maybe regulate the function of M2 macrophage and CD8+T cells,among which the level of M2 macrophage is positively related to PD-L1 expression.The increasing of M2 macrophage cells may be the risk factor for the prognosis of AEGJ patients with surgery and HIPEC-treatment.
7.Analysis of influencing factors of symptomatic cerebral infarction in patients with spontaneous intracerebral hemorrhage
Mengyang REN ; Ailing ZHANG ; Long TIAN ; Na DING
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(4):340-345
Objective:To analyze the risk factors for symptomatic cerebral infarction (SCI) in patients with spontaneous intracerebral hemorrhage (ICH).Methods:A total of 337 patients with spontaneous ICH admitted to the stroke center of Zhengzhou People’s Hospital were consecutively collected from May 2019 to March 2023. Patients were divided into the SCI group and without SCI group according to whether the presence of new neurological deficits consistent with diffusion-weighted imaging hyperintense lesions distant from the hematoma. Magnetic resonance was used to quantify cerebral small vessel disease imaging markers and the degree of cerebral artery stenosis (CAS). SPSS 25.0 software was used for data analysis. Univariate and multivariable Logistic regression models were adopted to assess risk factors associated with concomitant SCI. Subgroup analysis stratified by mean arterial pressure (MAP) tertiles was performed.Results:Compared with patients without SCI, patients with SCI have more histories of ischemic stroke, higher rates of complication of pneumonia and deep venous thrombosis, higher baseline systolic blood pressure, greater MAP change, higher periventricular white matter hyperintensities score and deep white matter hyperintensities (DWMHs) score, and more severe CAS (all P<0.05). Multivariable regression analysis showed that, the degree of CAS ( B=1.095, OR=2.989, 95% CI=1.645-5.432, P<0.001) and DWMHs score ( B=0.789, OR=2.201, 95% CI=1.163-4.166, P=0.015) were risk factors for ICH patients with SCI. Compared with patients with mild CAS, the proportion of SCI significantly increased in patients with moderate and severe CAS in the maximum MAP change group (both P<0.05). Compared with patients with mild DWMHs, the proportion of SCI in patients with severe DWMHs in the maximum MAP change group significantly increased ( P=0.002). Conclusion:Severe CAS and DWMHs are independent risk factors for SCI after ICH, especially with greater fluctuations in MAP change.
8.Regulatory role of SLC30A6 in hepatocellular carcinoma and screening for traditional Chinese medicine small-molecule inhibitors
Yi-han LIU ; Long CUI ; Ying ZHANG ; Zhan-ge LI ; Li-na WANG ; Rui QIE
Chinese Pharmacological Bulletin 2025;41(2):283-289
Aim To explore the role of zinc transporter 6(SLC30A6)on the proliferation,migration and inva-sion capabilities of hepatocellular carcinoma(HCC)cell line Huh7,and to identify potential traditional Chi-nese medicine(TCM)small-molecule inhibitors targe-ting SLC30A6 from the China Natural Products Data-base(CNPD)using virtual screening techniques.Methods The expression levels,clinical characteris-ticsand prognostic value of SLC30A6 in HCC were pre-dicted based on TCGA and ICGC datasets.SLC30A6 was knocked down in Huh7 cells using lentiviral trans-fection.The effects on cell proliferation,migration,and invasion were assessed using CCK-8,EdU,wound heal-ing,and Transwell assays.The regulation of HCC cancer stem cell markers(CD44,CD133,CD90)by SLC30A6 was also examined.Based on the CNPD,a docking-based virtual screening strategy was employed,including high-throughput virtual screening,standard precision virtual screening,and high-precision virtual screening,to identify the potential drug candidates with high specificity and favorable drug-likeness.Results SLC30A6 expression was upregulated in HCC tissues.Higher SLC30A6 levels were associated with advanced pathological stages,histological grades,alpha-fetopro-tein(AFP)levels,vascular invasion,and poor progno-sis in HCC patients.SLC30A6 knockdown significantly inhibited the proliferation,migration,and invasion of Huh7 cells and reduced the levels of HCC cancer stem cell markers.Virtual screening identified six potential TCM small-molecule inhibitors.Conclusions SLC30A6 can regulate the proliferation,migrationand invasion of HCC cells.SLC30A6 may serve as a poten-tial prognostic biomarker and therapeutic target for HCC.
9.Effects of Bian-stone warming and ironing therapy on gastrointestinal blood flow in patients with severe cerebrovascular disease undergoing therapeutic hypothermia
Mengxian OU ; Jun WANG ; Yuanyuan JI ; Na WANG ; Mengqi YAN ; Shiyun SU ; Long CUI ; Chunfei LIU ; Li LI ; Chenguang ZHANG
Chinese Journal of Modern Nursing 2025;31(26):3580-3584
Objective:To explore the effect of Bian-stone warming and ironing therapy on gastrointestinal blood flow in patients with severe cerebrovascular disease undergoing therapeutic hypothermia.Methods:From January 2023 to October 2024, 92 patients with severe cerebrovascular disease in the Neurosurgical Intensive Care Unit of Xuanwu Hospital of Capital Medical University were selected for the study using convenience sampling method. The patients were divided into a control group and an experimental group of 46 cases each according to the randomized numerical table method. Control group was given routine nursing, and experimental group carried out Bian-stone warming and ironing therapy on the basis of control group. Peak systolic velocity (PSV), end-diastolic velocity (EDV), and time-averaged mean velocity (TAMV) of the superior mesenteric artery of the two groups of patients were monitored before and after five days of intervention, respectively, and the situation of gastric retention and bowel sounds were recorded and compared between the groups.Results:PSV was higher in experimental group than in control group after intervention, and the difference was statistically significant ( P<0.05). The difference in EDV between the two groups was not statistically significant ( P>0.05). TAMV of experimental group was higher than that of control group after intervention, and the difference in TAVM before and after intervention of experimental group was smaller than that of control group, and the differences were all statistically significant ( P<0.05). The number of cases of gastric retention and weakened or disappeared bowel sounds in experimental group was less than that in control group after intervention, and the differences were all statistically significant ( P<0.05) . Conclusions:Bian-stone warming and ironing therapy improves gastrointestinal blood flow rate and reduces feeding intolerance in patients with severe cerebrovascular disease undergoing therapeutic hypothermia.
10.Alleviating ulcerative colitis with Baitouweng decoction through Nrf2/HO-1 pathway activation and HMGB1 downregulation
Wei-na ZHU ; Chun-hua MA ; Jie RUAN ; Fu-qiong ZHOU ; Ya-jie ZHANG ; Hong-yan LONG
Chinese Pharmacological Bulletin 2025;41(1):186-192
Aim To explore the antioxidative effect of the Chinese medicine Baitouweng(BTW)on treating ulcerative colitis(UC).Methods Sixty male mice were randomly divided into six groups:control,dextran sulfate sodium(DSS)(3 g·105 L-1),BTW(20,10,and 5 g·kg-1),and 5-aminosalicylic acid(5-ASA)(800 mg·kg-1).UC model was constructed by 3%DSS for seven days,and the UC model was given by ga-vage once daily from the 5 th day of modeling for seven days.Results BTW effectively reduced the symptoms and histopathological scores of UC mice.Additionally,it downregulated the inflammatory factors,interleukin(IL)-6 and IL-1 β,the immunoglobulins vascular cell adhesion molecule 1 and intercellular adhesion mole-cule 1,and metalloprotease matrix metallopeptidase 9.Moreover,it downregulated high mobility group box 1 protein.Furthermore,it inhibited the nuclear factor er-ythroid 2-related factor 2(Nrf2)/heme oxygenase-1(HO-1)pathway.Conclusions BTW improves the general condition,inflammatory indexes and oxidative stress level,and its mechanism may be related to inhib-iting the level of HMGB1 to regulate the Nrf-2/HO-1 signaling pathway and rescue intestinal barrier-related protein expression.


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