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.Exploring Mechanism of Yijing Decoction in Treating Decreased Ovarian Reserve Based on Oxidative Stress Mediated by Chronic Iron Overload
Jing YU ; Chengcheng LIANG ; Heng HU ; Zhe LI ; Haijing CHU ; Jijun CHU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(18):77-87
ObjectiveTo investigate the mechanism of Yijing decoction to inhibit oxidative stress induced by chronic iron overload and improve ovarian reserve hypofunction in mice. MethodsSeventy-two female C57BL/6J mice with normal estrous cycles were randomly divided into six groups (n=12 per group):blank group,model group,Yijing decoction(YJD) low-dose group,medium-dose group,high-dose group,and dehydroepiandrosterone (DHEA) group. Mice in the blank group received intraperitoneal injections of normal saline,while those in all other groups were administered iron dextran (Sigma-Aldrich) at a dose of 0.5 g·kg-1 once weekly for 8 weeks to establish a chronic iron overload model. Following the final injection,interventions were initiated and continued for 4 weeks. The low,medium,and high dose groups of YJD received oral gavage of Yijing decoction aqueous solution at doses of 18.165, 36.33,and 72.66 g·kg-1·d-1,respectively. The DHEA group received DHEA aqueous solution at 10.812 5 mg·kg-1·d-1. The blank and model groups received an equivalent volume of distilled water by gavage once daily. Body weight was recorded weekly,and food intake was monitored throughout the treatment period. Vaginal smears were collected daily and stained with hematoxylin-eosin (HE) to assess estrous cycle regularity. At the end of the experiment,mice were euthanized,and bilateral ovaries and uteri were rapidly excised and weighed to calculate ovarian and uterine indices (mg·g-1). Ovarian tissues were fixed,embedded,and sectioned for hematoxylin and eosin (HE) staining to evaluate histopathological changes. Iron deposition in ovarian tissue was visualized using Prussian blue staining. Serum levels of follicle-stimulating hormone (FSH),luteinizing hormone (LH),estradiol (E2),and anti-Müllerian hormone (AMH) were measured by enzyme-linked immunosorbent assay (ELISA). Malondialdehyde (MDA) content and superoxide dismutase (SOD) activity in ovarian homogenates were determined using commercial biochemical assay kits. Reactive oxygen species (ROS) levels in ovarian tissue were assessed by ROS fluorescence staining on frozen sections. Mitochondrial ultrastructure in ovarian tissue was examined by transmission electron microscopy (TEM). Total RNA was extracted from ovarian tissue for real-time quantitative polymerase chain reaction (Real-time PCR) to quantify mRNA expression of ferritin heavy chain 1 (Fth1),ferritin light chain (Ftl),transferrin (Tf),transferrin receptor 1 (Tfr1),catalase (Cat),and glutathione peroxidase 1 (GPX1). Protein expression levels of Fth1,Ftl,Tf,Tfr1,and glutathione peroxidase 4 (GPX4) were analyzed by Western blot. ResultsCompared with the blank group,mice in the model group exhibited significantly reduced body weight and severe estrous cycle disruption (P<0.01),a markedly increased uterine index (P<0.01),and a significantly decreased ovarian index (P<0.01). The number of antral follicles was significantly reduced,while atretic follicles were markedly increased,accompanied by pronounced iron deposition in the ovarian stroma. Serum levels of AMH and E2,as well as ovarian SOD activity,protein and mRNA expression of Tf and Tfr1,and mRNA levels of GPX1 and Cat were all significantly downregulated (P<0.05,P<0.01). Conversely,serum FSH and LH levels,MDA content,protein and mRNA expression of Fth1 and Ftl,and ROS fluorescence intensity were significantly elevated (P<0.05,P<0.01),along with a marked decrease in GPX4 protein expression (P<0.01). TEM revealed an increased number of damaged mitochondria in ovarian tissue,characterized by loss or disappearance of mitochondrial cristae. Compared with the model group,treatment with low,medium,and high doses of YJD and DHEA significantly improved body weight and ameliorated estrous cycle irregularities (P<0.05,P<0.01),decreased the uterine index (P<0.05),and increased the ovarian index (P<0.05,P<0.01). These groups also showed increased numbers of antral follicles,reduced atretic follicles,and significantly diminished iron deposition in the ovarian stroma. Serum AMH and E2 levels,ovarian SOD activity,protein and mRNA expression of Tf and Tfr1,and mRNA levels of GPX1 and Cat were all significantly upregulated (P<0.05,P<0.01). In contrast,serum FSH and LH levels,MDA content,protein and mRNA expression of Fth1 and Ftl,and ROS fluorescence intensity were significantly reduced (P<0.05,P<0.01),while GPX4 protein expression was markedly increased (P<0.01). Moreover,mitochondrial damage was alleviated,and mitochondrial ultrastructure was notably restored in ovarian tissue. ConclusionYijing decoction ameliorates ovarian reserve function in mice with chronic iron overload by upregulating the expression of Tf,Tfr1,and GPX4,downregulating the expression of Ft,Fth1,and Ftl,thereby alleviating systemic iron metabolism disorders,reducing oxidative stress in ovarian tissue,and restoring mitochondrial morphology and structure.
4.Research on the value of different calcification conditions in the diagnosis of thyroid diseases
Wenxi YU ; Xianji WU ; Siqi XIAO ; Chengcheng DUAN ; Jingyue ZHONG ; Xinran WEI ; Guang ZHANG
International Journal of Surgery 2025;52(1):68-72
The incidence rate of thyroid cancer has been rising in recent years. How to accurately distinguish malignant and benign thyroid nodules before surgery has become an important research direction. Ultrasound, as a non-invasive and fast examination method, has been widely used in clinical practice. Some typical ultrasound features, such as calcification, unclear boundaries, multiple lesions, low echo, and aspect ratio>1, can indicate the occurrence of thyroid cancer before surgery. Further analysis of these ultrasound features is still a focus of current research. This article will review the expression and distribution of calcification, a typical ultrasound feature, in benign and malignant thyroid nodules, in order to provide a basis for predicting the malignancy of thyroid nodules based on the characteristics of calcification under preoperative ultrasound.
5.Exploration on effects of Bushen Antai Mixture on placental oxidative damage in mice with RSA investigation based on Nrf2/HO-1/NF-κB signaling pathways
Haijing CHU ; Chengcheng LIANG ; Zhe LI ; Heng HU ; Jing YU ; Jijun CHU
International Journal of Traditional Chinese Medicine 2025;47(4):494-500
Objective:To observe the effects of Bushen Antai Mixture on nuclear transcription factor E2-related factor 2 (Nrf2)/heme oxygenase-1 (HO-1)/nuclear transcription factor-κB (NF-κB) in placental tissue of recurrent spontaneous abortion (RSA) mice.Methods:The CBA/J mice (female) and DBA/2 (male), CBA/J mice (female) and BALB/c (male) were caged at a ratio of 2 : 1 to establish RSA and normal pregnant mice, respectively. The next morning, the vaginal plug was found or the sperm was seen under the microscope as the successful modeling, which was counted as the first day of pregnancy. CBA/J×BALB/c mice were set as normal group, and the RSA model pregnant mice were divided into model group, progesterone group, and Bushen Antai Mixture low-, medium-, and high-dosage groups using a random number table method, with 6 mice in each group. The normal group and the model group were given distilled water by gavage. Bushen Antai Mixture low-, medium-, and high-dosage groups were given 3.9 g/kg, 11.7 g/kg and 23.4 g/kg Bushen Antai Mixture by gavage. The progesterone group was given progesterone capsule aqueous solution 26 mg/kg by gavage for 14 consecutive days. The embryo loss rate of mice was calculated. The pathological changes of placental tissues were observed by HE staining. The expressions of Nrf2, HO-1 and NF-κB protein and mRNA in placental tissues were detected by Western blot and RT-qPCR.Results:Compared with the model group, the embryo loss rate of mice in the Bushen Antai Mixture low-, medium-, and high-dosage groups and the progesterone group significantly decreased ( P<0.05, P<0.01); the pathological morphology of placental tissue improved; the expressions of Nrf2, HO-1 protein and mRNA in placental tissue significantly increased ( P<0.05, P<0.01), and the expression of NF-κB protein and mRNA significantly decreased ( P<0.05, P<0.01). Conclusion:Bushen Antai Mixture may may treat RSA by activating the Nrf2/HO-1 pathway, inhibiting NF - κB expression, and improving oxidative stress and inflammatory response in the placental tissue of RSA pregnant mice.
6.The efficacy of individualized endovascular interventional treatment for extracranial carotid artery pseudoaneurysms
Tengfei LI ; Chengcheng SHI ; Sun YU ; Ji MA ; Ling WANG ; Quanhui ZHANG ; Xinwei HAN
Chinese Journal of Radiology 2025;59(6):712-718
Objective:To investigate the efficacy and safety of different endovascular interventional treatments for extracranial carotid artery pseudoaneurysms.Method:The clinical data of 48 patients with extracranial carotid artery pseudoaneurysms treated with multiple endovascular procedures were retrospectively analyzed in the First Affiliated Hospital of Zhengzhou University from February 2012 to February 2024. The patients presented with a total of 48 extracranial carotid pseudoaneurysms, ranging in diameter from 2.5 to 34.2 mm [mean (12.0±9.6) mm]. The lesions were distributed as follows: 25 in the internal carotid artery, 16 in the external carotid artery and 7 in the common carotid artery. The selection of endovascular interventional techniques was tailored to individual cases according to the pseudoaneurysm size, anatomical location, morphological configuration, and specific features of the parent artery. Perioperative adverse events were monitored, and the efficacy of individualized endovascular interventional therapy was evaluated based on immediate postoperative and 6-month follow-up digital subtraction angiography (DSA) findings, including aneurysm occlusion and in-stent patency.Result:The treatment modalities included parent artery coiling occlusion ( n=16), overlapping braided carotid stent implantation ( n=3), covered stent placement ( n=23), combined implantation of covered stent and braided carotid stent implantation ( n=4) and flow-diverting stent implantation ( n=2) based on the characteristics of the pseudoaneurysms. Endovascular interventional procedures were successfully completed in 47 patients (technical success rate: 97.9%). Immediate postoperative DSA revealed residual pseudoaneurysm at the distal end of the stent in 1 case. Among the remaining cases, complete aneurysm obliteration or faint opacification was observed, with stent lumen patency confirmed in 31 cases and complete parent artery occlusion achieved in 16 cases. In one case involving a patient who underwent flow-diverting stent implantation, a pulsatile vascular murmur reappeared in the neck one week postoperatively. Follow-up DSA revealed stent migration into the aneurysm sac. After retrieval and removal of the displaced stent, combined implantation of a covered stent and a braided carotid artery stent was performed. Postoperative angiography confirmed complete aneurysm occlusion and patent parent artery blood flow. No severe perioperative adverse events (e.g., aneurysm rupture) were observed. During a postoperative follow-up period of 6.2-24.2 months, DSA at 6 months revealed mild in-stent or distal segment stenosis in 2 patients who underwent covered stent implantation. The remaining 46 patients exhibited complete aneurysm occlusion with no significant stenosis observed within the stent lumen. At the final follow-up, all patients demonstrated resolution or significant alleviation of clinical symptoms. Conclusion:Individualized endovascular interventional therapy demonstrates favorable safety and efficacy profiles in managing extracranial carotid artery pseudoaneurysms.
7.Meta-analysis of the diagnostic value of 18F-FDG PET/CT in postoperative recurrence or metastasis of ovarian cancer patients with elevated CA125 levels
Chunyan MIAO ; Dapai LIU ; Fu GAO ; Chengcheng YU ; MANFEIDA·MAIMAITI ; Wutao PU ; Luhua XIA
China Medical Equipment 2025;22(5):33-37
Objective:To systematically review the diagnostic value of 18F-fluorodeoxyglucose positron emission tomography/computed tomography(18F-FDG PET/CT)on recurrence or metastasis of patients with ovarian cancer whose postoperative serum carbohydrate antigen 125(CA125)occurred abnormal elevation.Methods:A systematic search was conducted in foreign databases,including PubMed,Embase,Cochrane Library(Central)and Web of Science(SCI-Expanded),as well as Chinese databases,such as China National Knowledge Infrastructure(CNKI),VIP Network,Wanfang Database,and China Biology Medicine(CBM),for the studies that were published between January 2010 and January 2023 on the diagnostic value of 18F-FDG PET/CT on recurrence or metastasis of patients with ovarian cancer whose postoperative serum CA125 levels occurred abnormal elevation.The quality of the included studies was assessed by using the QUADAS-2 quality evaluation tool in Review Manager 5.4 software.The effective data were extracted,and effect quantities were merged,and heterogeneity test was conducted through Meta-Disc 1.4 software.Publication bias of the included studies was tested by using Stata 14.0 software.Results:A total of seven literatures were involved in this research,and 290 patients with ovarian cancer were included to conduct heterogeneity test,which revealed I2 values all were greater than 50%.Therefore,the a fixed-effect model was used to merge effect quantity.The results demonstrated that the diagnostic accuracy was higher,and the sensitivity,specificity,positive likelihood ratio,negative likelihood ratio,and diagnostic odds ratio(DOR)of the mergement were respectively 0.95(95%CI:0.91-0.98),0.83(95%CI:0.70-0.92),4.84(95%CI:2.82-8.31),0.07(95%CI:0.04-0.13)and 73.53(95%CI:28.00-187.90).The area under curve(AUC)value of receiver operating characteristic curve(AUC)was 0.9527,and the diagnostic accuracy of 18F-FDG PET/CT for metastasis or recurrence in patients with ovarian cancer,whose postoperative serum CA125 levels occurred elevation,reached to 95.27%.Publication bias testing showed there was no evidence of publication bias.Conclusion:18F-FDG PET/CT exhibits higher accuracy in diagnosing recurrence or metastasis in patients with ovarian cancer whose postoperative serum CA125 levels occurred elevation,which can sensitively and accurately confirmed postoperative recurrence or metastasis of patients with ovarian cancer,and early find the lesions of metastasis or recurrence of ovarian cancer.
8.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.
9.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.
10.Transition of body mass index and metabolic syndrome in patients with major depressive disorder
Han QI ; Chengcheng DONG ; Rui LIU ; Xuequan ZHU ; Xuzhou LIN ; Yanshu QIN ; Zibo YU ; Haining WANG ; Lei LI ; Yuan FENG ; Ling ZHANG ; Fang YAN
Journal of Capital Medical University 2025;46(2):202-209
Objective To evaluate the transition rules of normal body mass index(BMI),overweight and metabolic syndrome(MetS)in patients with major depressive disorder(MDD).Methods Patients with MDD who had multiple admission records between Jan 2016 and Nov 2021 in Beijing Anding Hospital,Capital Medical University were included.Based on the overweight and metabolic syndrome status assessed at each admission,the patients were categorized into three states:normal BMI,overweight and metabolic syndrome.A multi-state Markov model was used to analyze the transition intensity and transition frequency between three states and the influence of covariates on transitions.Results A total of 892 records of 398 subjects were included,with a median age of 56 years old and 31.4% males.The median follow-up period was 40 months.The multi-state model showed that there were 494 transitions between the three states,of which 5.1% moved from normal BMI to overweight and 5.5% moved from overweight to MetS.The intensity of transition was the highest from overweight to MetS,9.52 times greater than overweight to normal BMI.After 48.53 months,MDD patients with normal BMI began to transition to MetS.For overweight MDD patients,the transition to MetS started after 8.77 months.MDD patients with normal BMI or overweight had 31.4% and 50.4% probabilities of developing Mets after 36 months.For MDD patients comorbid with MetS,the probability of staying at MetS was 51.2% after 36 months.Multivariate analysis showed that being unmarried was a risk factor against developing overweight in normal BMI MDD patients,while a higher level of education was a protective factor against developing MetS in overweight MDD patients.Conclusion MDD patients exhibited a higher intensity and risk of developing MetS,and it is not easy to reverse MetS,suggesting that BMI management and MetS intervention should be strengthened in MDD patients.


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