1.Predictive model for anxiety symptoms among junior high school students based on machine learning algorithms
YANG Yinmei, FENG Haiyang, LIU Mingxiu, YU Qiurui, MA Xin, YAN Hong, YU Bin, YU Chengcheng
Chinese Journal of School Health 2026;47(5):690-694
Objective:
To explore the influencing factors of anxiety symptoms and to construct a predictive model based on machine learning algorithms, so as to provide support for the prevention and management of anxiety symptoms among junior high school students.
Methods:
From April to May 2023, a stratified random cluster sampling method was adopted to select 8 176 junior high school students from Zhengzhou and Shangqiu citys. All participants completed the Adolescent Self rating Life Events Checklist, the 10item Connor-Davidson Resilience Scale, the School Connectedness Scale, the Parent-Child Cohesion Questionnaire, and the 7 item Generalized Anxiety Disorder Scale. Logistic regression analysis identified the associated factors of anxiety symptoms among junior high school students. Predictive models were constructed using Logistic regression, Random Forest, and eXtreme Gradient Boosting (XGBoost) algorithms, with SHapley Additive exPlanations analysis explaining the optimal model.
Results:
The detection rate of anxiety symptoms among junior high school students was 16.3%. Logistic regression analysis showed that junior high school students who were female ( OR =1.22), in the ninth grade ( OR =1.27), living in urban areas ( OR =1.37), having a father with a college education or above ( OR =1.26), having a mother with a senior high school education ( OR =1.26), and experiencing higher levels of negative life events ( OR =1.05) reported a higher risk of anxiety symptoms(all P <0.05). In contrast, those with moderate family economic status ( OR =0.71), moderate academic burden ( OR =0.59), low academic burden ( OR =0.54), moderate sleep quality ( OR =0.46), good sleep quality ( OR =0.26), excellent sleep quality ( OR =0.15), higher levels of psychological resilience ( OR =0.96), higher levels of school connectedness ( OR =0.96), and higher levels of parent-child cohesion ( OR =0.98) reported a lower risk of anxiety symptoms (all P <0.05). Three machine learning models demonstrated good predictive performance for anxiety symptoms among junior high school students (all AUC>0.8), with the XGBoost model achieving the best predictive performance. SHAP analysis revealed that negative life events, sleep quality, school connectedness, psychological resilience and parent-child cohesion were the top five relevant factors for predicting anxiety symptoms.
Conclusions
The detection rate of anxiety symptoms among junior high school students is relatively high. The XGBoost model is the optimal predictive model for anxiety symptoms in the population. Negative life events, sleep quality, school connectedness, psychological resilience, and parent-child cohesion are significant correlates of anxiety symptoms among junior high school students.
2.Epidemiological investigation and analysis of a local dengue fever cluster outbreak in Qingpu District of Shanghai
Changpo LIN ; Wei WANG ; Zhangrui XU ; Yadong MA ; Zhicheng ZHANG ; Xueqin YU ; Chengcheng WANG ; Haoxuan WANG ; Yanli DAI ; Huanyu WU
Shanghai Journal of Preventive Medicine 2026;38(3):206-209
ObjectiveTo analyze the epidemiological characteristics of a local dengue fever cluster outbreak in Qingpu District of Shanghai in 2024, and to provide a reference for subsequent dengue fever prevention and control. MethodsSeven confirmed local dengue fever cases reported through the National Notifiable Infectious Diseases Surveillance System in Qingpu District of Shanghai in 2024 were selected as the research subjects. Descriptive epidemiological methods were used to conduct investigation and analysis from the aspects of onset, medical treatment and reporting, clinical symptoms, travel and contact history within 15 days before onset, and activity trajectories. ResultsA total of 7 cases were identified in this outbreak. None of the cases had a travel history to dengue-endemic areas within 15 days prior to onset, while all had shared exposure environments and mosquito bite histories, indicating a local clustered transmission pattern. The main clinical manifestations included fever (100.00%) and myalgia (42.86%). All 7 cases were positive for dengue virus serotype 2 (DENV-2) by nucleic acid testing. Genetic sequencing showed that the virus strains belonged to the Cosmopolitan genotype and were most closely related to the epidemic DENV strains circulating in southern China in recent years. ConclusionThis outbreak might be a local secondary infection caused by the short-term stay of dengue fever-infected individuals, and the possible source of importation was dengue fever endemic areas in southern China.
3.Investigation of parasitic infection in food on market in Qingpu District of Shanghai during 2015‒2023
Chengcheng WANG ; Changpo LIN ; Yanli DAI ; Zhicheng ZHANG ; Qunqun LIU ; Yadong MA ; Xueqin YU
Shanghai Journal of Preventive Medicine 2025;37(3):260-264
ObjectiveTo understand the status of parasitic infection in the food sold on market in Qingpu District of Shanghai, and to provide an evidence for the development of prevention and control strategies for parasitic infection applicable to Qingpu District. MethodsAquatic products, meat products and other foodstuffs sold on online shops, at farm product markets, supermarkets/foodstores and restaurants were sampled in Qingpu District, Shanghai, during 2015‒2023, based on the administrative division of Qingpu District. The parasitic infection in the food samples were examined using pressing method and digestion for detecting metacercariae in freshwater products and pickled products, using dissection microscopy for Anisakis larvae in seawater products, Taenia cysticercus and Trichinella encysted larvae in meat products. ResultsA total of 1 079 samples of food products were examined during 2015‒2023, with a total parasite infection rate of 13.44%. The total parasite infection rate of freshwater fish products was 3.40% (16/471), and the difference of parasite infection rates between different freshwater fish species was statistically significant (χ2=229.609, P=0.001). The total infection rate of Clonorchis sinensis was 3.18% (15/471), which had been detected in Pseudorasbora parva, Cyprinidae rhodeus, and Carassius auratus, with a positive rate of 77.78% (7/9), 50.00% (5/10) and 3.90% (3/77), respectively. Metorchis orientalis was detected in in Pseudorasbora parva, with a positive rate of 33.33% (3/9). The positive rate of Gnathostoma spinigerum (third-stage larvae) was 0.81%. Paragonimus metacercariae were not detected in the freshwater shrimps and crabs. The infection rate of seawater fish products was 26.46%. The difference of parasite infection rate in seawater fishes was statistically significant (χ2=109.181, P=0.001). A total of 53 pork and beef samples were tested, none was detected with Trichinella larva cysts, Taenia solium metacercariae, and Taenia saginata metacercariae. The total infection rate of pickled yellow mud snail products was 58.11% (43/74). Paragonimus metacercariae was not detected in any of the pickled aquatic product samples. ConclusionThere are different degrees of parasitic infection in freshwater products, seawater products and pickled aquatic products in Qingpu District of Shanghai. The risk of parasite infection from raw or undercooked foods is high. Health education on healthy dietary practices such as throughly cooked food should be strengthened for local residents.
4.Research progress on the role of methylation modifications in periodontitis
JIANG Yu ; ZHANG Yuwei ; LIU Chengcheng ; DING Yi
Journal of Prevention and Treatment for Stomatological Diseases 2025;33(10):884-895
Periodontitis is a chronic inflammatory disease that affects the tooth-supporting tissues, and it constitutes a major global public health concern. Methylation modifications, including DNA methylation, histone methylation, and RNA m6A modification, represent reversible processes coordinately regulated by methyltransferases, demethylases, and binding proteins. In periodontitis, aberrant methylation modifications suppress Toll-like receptor 2 expression, leading to oral microbial dysbiosis. These modifications further disrupt normal immune regulatory functions through C-C motif chemokine ligands, Fc-γ receptor-mediated phagocytosis, and NF-κB signaling pathways, resulting in localized immune-inflammatory imbalance in periodontal tissues. In addition, various methylation modifications regulate the expression of Runt-related transcription factor 2 (RUNX2), osteoblast-specific transcription factor Osterix (OSX), and receptor activator of nuclear factor-κB ligand (RANKL), thereby interfering with osteoclast and osteoblast differentiation, disrupting bone homeostasis, and ultimately driving alveolar bone resorption. Methylation-related biomarkers demonstrate promising potential for periodontitis screening and prognostic evaluation. While numerous abnormally methylated sites have been identified in periodontitis, the precise signaling pathways and comprehensive epigenetic regulatory networks remain to be fully elucidated. This review systematically summarizes the functional roles of DNA methylation modifications in the pathogenesis of periodontitis and explores their potential value in etiological studies, diagnostic biomarker discovery, and targeted therapeutic interventions, with the aim of providing novel perspectives for periodontitis prevention and treatment strategies.
5.Effects of Bushen Antai Mixture on Maternal and Foetal Interface Angiogenesis in Recurrent Spontaneous Abortion Mice Based on the VEGF/Hippo/YAP Pathway
Zhe LI ; Chengcheng LIANG ; Haijing CHU ; Heng HU ; Jing YU ; Jijun CHU
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(4):107-112
Objective To observe the effects of Bushen Antai Mixture on angiogenesis at the maternal fetal interface in recurrent spontaneous abortion(RSA)mice;To explore its mechanism in treating RSA based on the VEGF/Hippo/YAP pathway.Methods RSA mouse model and normal pregnancy mouse were constructed using Clark classic method.RSA model mice were randomly divided into model group,progesterone group,Bushen Antai Mixture low-,medium-and high-dosage groups,and normal pregnant mice were used as normal group,with 10 mice in each group.Starting from the first day of pregnancy,each medication group was given the corresponding medication by gavage for 15 days.The absorption rate of mouse embryos was calculated,the morphology of decidual tissue were observed by HE staining,the mRNA and protein expression of VEGF and Hippo/YAP pathway-related molecules of decidual tissue were detected by RT-qPCR and Western blot.Results Compared with the normal group,the absorption rate of embryos in the model group significantly increased(P<0.01),the arrangement of decidual tissue cells were disordered,edematous and degenerated,some nuclei disappeared,the vascular density decreased,the mRNA expressions of VEGF,Yes associated protein(YAP),large tumor suppressor factor(LATS)1 and LATS2 in decidual tissue significantly decreased(P<0.01),the protein expression of VEGF decreased(P<0.01),and the protein expressions of p-YAP/YAP and p-LATS/LATS significantly increased(P<0.01).Compared with the model group,the absorption rate of embryos in each dosage group of Bushen Antai Mixture was significantly reduced(P<0.05,P<0.01),the cells in the decidual tissue were arranged in an orderly manner,and edema degeneration was reduced,the mRNA expressions of VEGF,YAP,LATS1 and LATS2 in decidual tissue significantly increased(P<0.05,P<0.01),and the protein expression of VEGF significantly increased(P<0.05,P<0.01),the protein expressions of p-YAP/YAP and p-LATS/LATS decreased(P<0.05,P<0.01).Conclusion Bushen Antai Mixture can promote the expressions of VEGF,YAP,LATS by activating VEGF/Hippo/YAP signaling pathway,promote angiogenesis at the maternal-fetal interface,reduce the pregnancy loss rate,and play a therapeutic effect of RSA.
6.Cloning,expression,and functional analysis of capsule-specific depolymerase targeting carbapenem-resistant Klebsiella pneumoniae
Tao YAN ; Na WANG ; Qiuyan WANG ; Chengcheng MA ; Xuan TENG ; Kexue YU ; Honghua GE ; Zhou LIU
Acta Universitatis Medicinalis Anhui 2025;60(7):1251-1257
Objective To construct the K64 capsule depolymerase recombinant protein,Dep44,and investigate its potential application against carbapenem-resistant Klebsiella pneumoniae(CRKP)infections.Methods The de-polymerase-encoding phage vB_Kpn_HF1013(GenBank:PP803128)was isolated and genomically analyzed to screen for candidate depolymerases.The recombinant protein Dep44 was constructed and functionally verified for depolymerase activity.Dep44 sensitive range was validated and Dep44 antimicrobial activity was assessed by bio-film disruption and serum sterilization assays.Results The tail spike protein of phage vB_Kpn_HF1013 exhibited depolymerase activity and recombinant protein Dep44 specifically degraded K64 CRKP capsule.Biofilm eradication assays demonstrated that recombinant Dep44 at both 2 μg/mL and 10 μg/mL significantly disrupted bacterial bio-films relative to the control.Serum bactericidal assays showed that Dep44 exhibited synergistic activity with serum,dependent on the complement system,as Dep44 alone lacked bactericidal properties.Conclusion Dep44 effec-tively targets and degrades K64 CRKP capsule,disrupts biofilms,and enhances serum bactericidal activity,high-lighting its potential for managing K64 CRKP infections and clearing biofilms from medical devices.
7.Association between plasma complement levels and white matter microstructural abnormalities in first-episode schizophrenia
Lingqi JIAN ; Shiyi HU ; Hua YU ; Peiyan NI ; Junzhe RAN ; Wei WEI ; Liansheng ZHAO ; Chengcheng ZHANG ; Tao LI
Chinese Journal of Nervous and Mental Diseases 2025;51(8):469-474
Objective To investigate alterations in plasma complement levels and white matter imaging characteristics,along with their relationship in patients with first-episode schizophrenia(SCZ).Methods Thirty-eight patients with first-episode schizophrenia and 42 healthy controls were enrolled.Whole-brain diffusion tensor imaging(DTI)was performed using a Philips 3.0 T MRI scanner.Tract-based spatial statistics(TBSS)combined with the Johns Hopkins University(JHU)white matter labels atlas was used to extract and compare white matter characteristics between the two groups.Plasma levels of complement components(C1q,C3,C4,factor B,factor H,and factor P)were measured using the MILLIPLEX? human complement assay kit via multiplex analysis.Spearman correlation analysis was conducted to examine the association between plasma complement levels and white matter features.Results The radial diffusivity(RD)of the left fornix/stria terminalis was significantly higher in the patient group compared to the control group[(0.62±0.04)×10-3mm2/s vs.(0.60±0.03)×10-3mm2/s,PFDR=0.048)].Factor H[677.71(551.58,846.21)ng/mL vs.582.76(513.93,729.71)ng/mL,P=0.041]and factor P[71.36(57.30,95.99)ng/mL vs.60.08(46.67,80.03)ng/mL,P=0.011]were both significantly elevated compared to the control group.Moreover,RD values in the left fornix/stria terminalis were negatively correlated with plasma C3 levels in the patient group(r=-0.362,P=0.025).Conclusion Patients with first-episode schizophrenia exhibit white matter microstructural abnormalities in left fornix/stria terminalis,which are significantly associated with plasma complement levels.
8.Application of Cytb and 12S rRNA in wildlife species identification for forensic science
Dezhi JIANG ; Yaxin ZHANG ; Yu ZANG ; Maolei AN ; Zan ZHANG ; Chengcheng QIU ; Yaoheng JIANG ; Wei SONG ; Hong ZHAO ; Kun XIE ; Jiayi CHEN ; Riga WU
Chinese Journal of Forensic Medicine 2025;40(3):308-311,322
Objective To analyze and compare the efficacy of DNA barcode,i.e.,Cytochrome b(Cytb)and 12S ribosomal RNA(12S rRNA)gene sequences,in the species identification of wildlife.Methods DNA extraction,quantification,PCR amplification of Cytb and 12S rRNA gene fragments,Sanger sequencing,and sequence alignment analysis were performed on ten wildlife samples.Results Both gene fragments were successfully amplified in six samples,while Cytb alone was successfully amplified in 1 sample,and 12S rRNA alone in 3 samples.Sequence analysis indicated that Cytb enabled species-level identification for 6 samples(Gallinula chloropus,Streptopelia orientalis,Phasianus colchicus,Falco naumanni,Myiopsitta monachus and Lynx lynx)and genus-level identification for 1 sample(Lepus).In contrast,12S rRNA achieved species-level identificaggion for 8 samples(Gallinula chloropus,Lepus sinensis,Phasianus colchicus,Myiopsitta monachus,Muntiacus reevesi,Macaca mulatta and Lynx lynx),representing seven species,and genus-level identification for 1 sample(Falco).However,by combining Cytb and 12S rRNA,all samples could be identified to the species level.Conclusion When applying DNA barcodes to wildlife identification,the Cytb and 12S rRNA gene regions analyzed here can effectively identify common species such as Gallinula chloropus and Streptopelia orientalis,but face difficulties in distinguishing closely related species within the same genus.Therefore,when conducting wildlife species identification,it is recommended to use two or more DNA barcode markers.
9.Observation on therapeutic effect of erigeron breviscapus injection combined with atorvastatin calcium in the treatment of acute ischemic stroke
Chengcheng LI ; Longxiang LI ; Liheng YU
Tianjin Medical Journal 2025;53(8):865-870
Objective To explore the clinical efficacy of erigeron breviscapus injection combined with atorvastatin calcium in patients with acute ischemic stroke(AIS)and its impact on systemic inflammatory markers.Methods A total of 151 AIS patients diagnosed and treated from January 2020 to December 2022 were selected and divided into the control group(n=75)and the study group(n=76)by random number method.The control group was given oral atorvastatin calcium treatment,and the study group was additionally treated with erigeron breviscapus injection on this basis.Before treatment,7 d and 14 d after treatment,neurological function[National Institutes of Health Stroke Scale(NIHSS)],motor function[Fugl-Meyer Assessment(FMA)],activities of daily living[Barthel Index(ADL)]and systemic inflammatory markers such as tumor necrosis factor-α(TNF-α),C-reactive protein(CRP),interleukin(IL)-6,lymphocytes(LYM),white blood cells(WBC),neutrophils(NEU)and platelets(PLT)were evaluated.Efficacy evaluation was conducted after 14 days of treatment.The adverse reactions of patients during the treatment period were recorded for safety assessment.Results The NIHSS score,TNF-α,CRP,IL-6,WBC,NEU and PLT levels were lower in the study group than those in the control group after 7 d and 14 d treatment,and decreased with the increase of treatment time(P<0.05).After 7 d and 14 d treatment,FMA score,ADL score and LYM level were higher in the study group than those in the control group,and increased with the prolongation of treatment time(P<0.05).TNF-α,CRP,IL-6,WBC,NEU and PLT were positively correlated with NIHSS score,and negatively correlated with FMA score and ADL score.LYM was negatively correlated with NIHSS score,and positively correlated with FMA score and ADL score(P<0.05).The total effective rate was higher in the study group than that of the control group(P<0.05).There was no significant difference in the incidence of total adverse reactions between the two groups(P>0.05).Conclusion After the combined treatment of AIS with erigeron breviscapus injection and atorvastatin calcium,the systemic inflammatory level of patients decreases significantly,the curative effect is good and the safety is high.
10.Effects of different dose dexmedetomidine combined with sufentanil on perioperative analgesia and sleep quality in patients with oral cancer
Xiaomei BAO ; Yu LIU ; Chengcheng JIN ; Luping WANG
The Journal of Practical Medicine 2025;41(14):2250-2257
Objective To investigate the effect of high,middle and low dose dexmedetomidine combined with sufentanil on perioperative analgesia and sleep quality in patients with oral cancer.Methods A total of 158 patients undergoing oral cancer surgery in the hospital from January 2023 to June 2024 were selected and divided into group A[n=53,0.6 μg/(kg h)dexmedetomidine+2 μg/kg sufentanil]and group B[n=53,0.4 μg/(kg h)dexmedetomidine+2 μg/kg sufentanil],Group C[n=52,0.2μg/(kg·h)dexmedetomidine+2 μg/kg sufentanil]by random number table method.Stress response indexes[brain-derived neurotrophic factor(BDNF),cortisol(Cor),interleukin-6(IL-6)],bifrequency index and analgcsia nociccption index(BIS,ANI),pain level,T lym-phocyte subsets CD3+,CD4+,CD8+levels,Richards Campbell Sleep Scale(RCSQ)score and adverse reactions were compared between the two groups.Results Compared with 12 h before surgery,serum levels of BDNF,Cor and IL-6 in 3 groups were decreased 48 h after surgery,group A was lower than group B,group C,group B was lower than group C(P<0.05).Compared with T0,BIS at T1~T3 were significantly different between the 3 groups(P<0.05),BIS at T1~T3 were lower than those at T0(P<0.05),and there was no significant difference in BIS at the same time between the 3 groups(P>0.05),from T,to T3,ANI was higher than that at T0,and ANI in group A was higher than that in group B and group C(P<0.05).Compared with the preoperative results,the pain scores of the 3 groups were decreased at 1 h,6 h,24 h and 48 h after operation,and the pain scores of group A were lower than those of group B and C,and the pain scores of group B were lower than those of group C(P<0.05).After operation,CD3+and CD4+were decreased in all 3 groups,group A was lower than group B and group C,group B was lower than group C(P<0.05),and CD8+was increased in all 3 groups,group A was higher than group B and group C,group B was higher than group C(P<0.05).Compared with 1 day before the operation,the sleep quality scores of the three groups on the night after the operation and the second night after the operation were all decreased,group A was lower than group B and group C,and group B was lower than group C(P<0.05).The incidence of hypotension and sinus bradycardia in group A was higher than that in group B and group C(P<0.05).There was no significant difference in the incidence of hypotension and sinus bradycardia between group B and group C(P>0.05).There was no significant difference in the incidence of nausea,vomiting and dizziness among the three groups(P>0.05).Conclusion The analgesic effect of 0.6 μg/(kg·h)dose dexmedetomidine com-bined with sufentanil can effectively reduce the body's stress response and immune suppression,improve sleep quality,but with a greater incidence of intraoperative hypotension and bradycardia.


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