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.Evolution-guided design of mini-protein for high-contrast in vivo imaging.
Nongyu HUANG ; Yang CAO ; Guangjun XIONG ; Suwen CHEN ; Juan CHENG ; Yifan ZHOU ; Chengxin ZHANG ; Xiaoqiong WEI ; Wenling WU ; Yawen HU ; Pei ZHOU ; Guolin LI ; Fulei ZHAO ; Fanlian ZENG ; Xiaoyan WANG ; Jiadong YU ; Chengcheng YUE ; Xinai CUI ; Kaijun CUI ; Huawei CAI ; Yuquan WEI ; Yang ZHANG ; Jiong LI
Acta Pharmaceutica Sinica B 2025;15(10):5327-5345
Traditional development of small protein scaffolds has relied on display technologies and mutation-based engineering, which limit sequence and functional diversity, thereby constraining their therapeutic and application potential. Protein design tools have significantly advanced the creation of novel protein sequences, structures, and functions. However, further improvements in design strategies are still needed to more efficiently optimize the functional performance of protein-based drugs and enhance their druggability. Here, we extended an evolution-based design protocol to create a novel minibinder, BindHer, against the human epidermal growth factor receptor 2 (HER2). It not only exhibits super stability and binding selectivity but also demonstrates remarkable properties in tissue specificity. Radiolabeling experiments with 99mTc, 68Ga, and 18F revealed that BindHer efficiently targets tumors in HER2-positive breast cancer mouse models, with minimal nonspecific liver absorption, outperforming scaffolds designed through traditional engineering. These findings highlight a new rational approach to automated protein design, offering significant potential for large-scale applications in therapeutic mini-protein development.
5.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.
6.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.
7.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.
8.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.
9.Clinical characteristic analysis and detection of bla KPC gene subtype variations in ST11-KL64 CRKP isolates based on whole genome sequencing
Chengcheng MA ; Na WANG ; Yuanli DUAN ; Rongrong YAN ; Tao YAN ; Qiuyan WANG ; Xuan TENG ; Kexue YU ; Zhou LIU
Chinese Journal of Laboratory Medicine 2025;48(9):1172-1178
Objective:To analyze the evolution of ceftazidime/avibactam (CZA) resistance phenotyes and clinical features of 11 ST11-KL64 carbapenem-resistant Klebsiella pneumoniae (CRKP) isolates carrying bla KPC. Methods:Eleven CRKP isolates, designated K01 to K11, obtained from infected liver transplant patients from June to September 2024 were retrospectively studied. Broth microdilution method, whole genome sequencing (WGS) and plasmid conjugation assays were employed to investigate the antimicrobial susceptibility, resistance mechanisms, and genetic structural characteristics of these CRKP isolates. Clinical data were simultaneously collected and organized to analyze the correlation between bla KPC gene mutations and the clinical efficacy of antimicrobial therapy. Results:All eleven isolates of CRKP exhibited multidrug resistance phenotypes. Among them, K01-K09 and K11 were sensitive to CZA and resistant to carbapenems, while K10 was resistant to CZA and displayed sensitivity or intermediate resistance to carbapenems. WGS analysis showed that all 11 CRKP isolates belonged to the ST11-KL64 clonal type. Among these isolates, the K01-K09 and K11 isolates carry the bla KPC-2 gene, whereas the K10 isolate carries the bla KPC-33 gene. A single nucleotide mutation in bla KPC-2 (G532T) resulted in a substitution of tyrosine (Y) for aspartic acid (D) at Ambler position 179 (D179Y), causing resistance of CRKP to CZA and reduced sensitivity to Imipenem and Meropenem. The conjugative plasmid was successfully constructed, and compared to the parental strain, its minimum inhibitory concentration (MIC) to CZA increased 32 folds. Clinical data revealed that the patient developed the bla KPC-33 mutation after 51 days of CZA treatment. Conclusions:The bla KPC-33 mutation following CZA treatment for CRKP infection exhibits a considerable delay. It is essential to dynamically monitor the evolution of CRKP resistance to ensure timely adjustment of therapeutic strategies in case of the occurrence of mutations such as bla KPC-33.
10.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.


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