1.Association between negative life events and smartphone addiction among middle school students
Chinese Journal of School Health 2025;46(5):619-623
Objective:
To explore the association between negative life events and smartphone addiction among middle school students, so as to provide theoretical support and practical guidance for prevention and intervention of smartphone addiction among middle school students.
Methods:
Using cluster sampling, 8 890 students were selected to survey from 27 junior high schools and 3 senior high schools in a district of Shenzhen in 2022 (baseline) and 2023 (followup). Data were collected through selfresigned questionnaires on basic information, the Smartphone Addiction Scale-Short Version, and the Adolescent Selfrating Life Events Checklist. Mixedeffects models were employed to analyze the association.
Results:
Compared to 2022, the punishment scores of middle school students in 2023 [1.00 (0.00, 6.00) and 1.00 (0.00, 6.00)] decreased (Z=4.27), while the scores of interpersonal stress, learning stress and adaptation [4.00(0.00, 8.00), 4.00(0.00, 8.00); 4.00(1.00, 8.00), 5.00(2.00, 9.00); 2.00 (0.00, 6.00), 3.00 (0.00, 7.00)] increased (Z=-3.04, -8.36, -6.80) (P<0.01). Mixedeffects models revealed a positive doseresponse relationship between negative life events and smartphone addiction (OR=1.08-1.17, P<0.01). Stepwise regression showed independent positive effects of interpersonal stress (OR=1.05), academic stress (OR=1.03), and adaptation stress (OR=1.11) on smartphone addiction (P<0.01). Subgroup analysis of nonaddicted students in 2022 confirmed persistent associations for academic stress (OR=1.03) and adaptation (OR=1.07) (P<0.01).
Conclusion
Negative life events exhibit a positive doseresponse relationship with smartphone addiction, particularly interpersonal stress, academic stress, and adaptationrelated events.
2.Longitudinal association between only-child status and smartphone addiction in middle school students
Chinese Journal of School Health 2025;46(5):630-633
Objective:
To explore the longitudinal association between only-child status and smartphone addiction among middle school students, so as to provide a basis for establishing family intervention measures for smartphone addiction in middle school students.
Methods:
In October 2022 and October 2023, a preliminary survey and follow-up were conducted among 8 759 middle and high school students from 30 schools in a district of Shenzhen. A self-designed questionnaire was used to determine whether the students were the only-child, and the Chinese Version of the Smartphone Addiction Scale-Short Version (C-SAS-SV) was utilized to assess the students smartphone addiction status. A multilevel mixed-effects model and subgroup analysis were applied to examine the association between only-child status and smartphone addiction among middle school students.
Results:
During 2022 to 2023, the prevalence of smartphone addiction in the cohort of middle school students increased from 24.1% to 25.2%. Compared with only-child, non-only child were more likely to be addicted to smartphones (adjusted model: OR =1.2, 95% CI =1.1-1.4) and also scored higher on smartphone addiction (adjusted model: β =0.9, 95% CI =0.2-1.5)( P <0.05). Subgroup analysis further revealed that compared to baseline, non-only child demonstrated an increased prevalence of smartphone addiction (adjusted model: OR = 1.2 , 95% CI =1.0-1.5) and higher addiction scores (adjusted model: β =0.8, 95% CI =0.2-1.5) after one year( P <0.05).
Conclusions
Non-only child face higher risk of smartphone addiction. Under the current population policy, it is crucial to address smartphone addiction among middle school students who is not only child.
3.Longitudinal association between compulsive behaviour and smartphone addiction in middle school students
Chinese Journal of School Health 2025;46(5):638-641
Objective:
To explore the potential causal association between adolescent compulsive behaviour and smartphone addiction based on longitudinal data, so as to provide reference for the establishment of adolescent smartphone addiction interventions.
Methods:
A preliminary survey and follow-up were conducted on 8 907 middle and high school students in a district of Shenzhen in 2022 and 2023, respectively. Compulsive behaviours were measured by using the Mental Health Inventory for Middle School Students-60 Items (MMHI-60), smartphone addiction was assessed by using the Smartphone Addiction Scale-Short Version ( SAS- SV), and the associations between compulsive behaviours and smartphone addiction were analysed by using multilevel mixed-effects models and subgroup analyses.
Results:
Smartphone addiction detection rates among middle school students were significantly associated with genders, father s education level, mother s education level, study load subgroups, and whether or not they were single-parent families, and there were statistical differences ( χ 2=17.21-175.34, P <0.05). Students with compulsive behaviours were 2.98 times more likely to develop smartphone addiction than those without compulsive behaviours ( OR=2.98, 95%CI=2.77-3.22, P <0.05). Subgroup analysis of middle school students without smartphone addiction in the first year found that compulsive behaviours significantly predicted smartphone addiction ( OR= 1.76 , 95%CI=1.54-2.01, P <0.05).
Conclusion
There is a potential causal association between obsessive-compulsive behaviours and smartphone addiction in middle school students, and obsessive-compulsive behaviours in middle school students could significantly predicted the occurrence of smartphone addiction.
4.Effects and mechanism of paeoniflorin on oxidative stress of ulcerative colitis mice
Xin DAI ; Ying WANG ; Xinyue REN ; Dingxing FAN ; Xianzhe LI ; Jiaxuan FENG ; Shilei LOU ; Hui YAN ; Cong SUN
China Pharmacy 2025;36(4):427-433
OBJECTIVE To investigate the effects and potential mechanism of paeoniflorin on oxidative stress of ulcerative colitis (UC) mice based on adenosine monophosphate-activated protein kinase (AMPK)/nuclear factor-erythroid 2-related factor 2 (Nrf2) pathway. METHODS Male BALB/c mice were randomly divided into control group, model group, inhibitor group (AMPK inhibitor Compound C 20 mg/kg), paeoniflorin low-, medium- and high-dose groups (paeoniflorin 12.5, 25, 50 mg/kg), high- dose of paeoniflorin+inhibitor group (paeoniflorin 50 mg/kg+Compound C 20 mg/kg), with 8 mice in each group. Except for the control group, mice in all other groups were given 4% dextran sulfate sodium solution for 5 days to establish the UC model. Subsequently, mice in each drug group were given the corresponding drug solution intragastrically or intraperitoneally, once a day, for 7 consecutive days. The changes in body weight of mice were recorded during the experiment. Twenty-four hours after the last administration, colon length, malondialdehyde (MDA) content, and activities of superoxide dismutase (SOD) and glutathione peroxidase (GSH-Px) in colon tissues were measured; histopathological morphology of colon tissues, tight junctions between intestinal epithelial cells, and histopathological scoring were all observed and evaluated; the mRNA expressions of AMPK and Nrf2, as well as the protein expressions of heme oxygenase-1(HO-1), occludin and claudin-1, were all determined in colon tissue. RESULTS Compared with model group, paeoniflorin groups exhibited recovery from pathological changes such as inflammatory cell infiltration and crypt damage in the colon tissue, as well as improved tight junction damage between intestinal epithelial cells. Additionally, significant increases or upregulations were observed in body weight, colon length, activities of SOD and GSH-Px, phosphorylation level of AMPK, and protein expression of Nrf2, HO-1, occludin, claudin-1, and mRNA expressions of AMPK and Nrf2; concurrently, MDA content and histopathological scores were significantly reduced (P< 0.05 or P<0.01). In contrast, the inhibitor group showed comparable (P>0.05) or worse (P<0.05 or P<0.01) indicators compared to the model group. Conversely, the addition of AMPK inhibitor could significantly reverse the improvement of high- dose paconiflorin (P<0.01). CONCLUSIONS Paeoniflorin can repair intestinal epithelial cell damage in mice, improve tight junctions between epithelial cells, upregulate the expression of related proteins, and promote the expression and secretion of antioxidant-promoting molecules, thereby ameliorating UC; its mechanism may be associated with activating AMPK/Nrf2 antioxidant pathway.
5.Development of the Family-School-Community Cooperation Dilemma Scale for Nutritional Education in Primary School Students and its reliability and validity
LUO Caifeng,WU Jing,XU Jianou,L Fei,SUN Jiaxuan,SHANG Bin,ZHANG Xuting
Chinese Journal of School Health 2024;45(6):775-779
Objective:
To develop the Family-School-Community Cooperation Dilemma Scale for Nutritional Education in Primary Schools Students, and to determine its reliability and validity, in order to provide a basis for developing targeted strategies to promote family-school-community cooperation in the area of nutritional education.
Methods:
Based on overlapping spheres of influence theory, the initial scale was developed through a qualitative and literature review, discussion with Delphi experts and a pilot survey from July 2022 to July 2023. From July to September 2023, a total of 125 primary school parents, 118 primary school teachers and 113 community personnel were selected from six cities in Jiangsu Province by convenient sampling methods, who were investigated to test the reliability and validity of the scale and to develop a formal scale.
Results:
The final Family-School-Community Cooperation Dilemma Scale for Nutritional Education in Primary School students consisted of 3 dimensions and 19 items. The exploratory analysis extracted three metric factors, with a contribution ratio of 69.07% to the accumulated variance. The mean scale component effectiveness was 0.94, and the coefficient of association between the respective dimensions and the scale ranged from 0.80 to 0.91.The overall Cronbach α coefficient for the scale was 0.95, the folded half reliability was 0.87, and the retest reliability was 0.98.
Conclusion
The Family-School-Community Cooperation Dilemma Scale for Nutritional Education in Primary School Students has good reliability and validity, and can be used to measure the degree of the family-school-community cooperation dilemma regarding nutritional education in primary school students.
6.Protective Mechanism of Paeoniflorin on Mice with Ulcerative Colitis Based on AMPK/mTOR Autophagy Pathway
Xin DAI ; Rou LI ; Yang HU ; Yuhang WANG ; Ruizhu ZHAO ; Jiaxuan FENG ; Shilei LOU ; Cong SUN
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(3):45-53
ObjectiveTo explore the protective mechanism of paeoniflorin on mice with ulcerative colitis (UC) through the adenosine monophosphate-activated protein kinase (AMPK)/mammalian target of rapamycin (mTOR) autophagy pathway. MethodUC mouse model was established by allowing mice freely drink 4% DSS, and 56 BALB/c male mice were randomly divided into model group, AMPK inhibitor group (20 mg·kg-1), paeoniflorin (50 mg·kg-1) + inhibitor (20 mg·kg-1) group, and high dose (50 mg·kg-1), medium dose (25 mg·kg-1), and low dose (12.5 mg·kg-1) paeoniflorin groups. After seven days of drug intervention, the protective effect of paeoniflorin on mice with UC was determined by comparing the body weight, disease activity index (DAI) changes, and Hematoxylin-eosin (HE) staining results. Enzyme linked immunosorbent assay (ELISA) was used to detect the levels of tumor necrosis factor-α (TNF-α) and interleukin-6 (IL-6) in the serum of mice in each group, and immunofluorescence was utilized to detect microtubule-associated protein 1 light chain 3 (LC3) content in the colon, AMPK, mTOR proteins, and their phosphorylated proteins including p-AMPK and p-mTOR in the colon tissue were detected by Western blot, and the mRNA expression levels of AMPK, mTOR, Beclin1, LC3, and p62 were detected by Real-time fluorescence quantitative polymerase chain reaction (Real-time PCR). ResultCompared with the blank group, the model group showed a decrease in body mass, an increase in DAI score, and severe pathological damage to the colon. The levels of inflammatory factors including TNF-α and IL-6 increased in serum (P<0.01), while the protein levels of LC3 and p-AMPK/AMPK were down-regulated in colon tissue, and those of p-mTOR/mTOR were up-regulated (P<0.01). The mRNA expression levels of AMPK and LC3 were down-regulated, while the mRNA expression levels of mTOR and p62 were up-regulated (P<0.01). Compared with the model group and the paeoniflorin + inhibitor group, the mice treated with paeoniflorin showed an increase in body mass, a decrease in DAI score, a reduction in pathological damage to colon tissue, and a reduction in the levels of inflammatory factors of TNF-α and IL-6 in serum (P<0.05). The protein levels of LC3 and p-AMPK/AMPK in colon tissue were up-regulated, while the protein levels of p-mTOR/mTOR were down-regulated (P<0.01). The mRNA expression levels of AMPK, Beclin1, and LC3 were up-regulated, while the mRNA expression of mTOR and p62 were down-regulated (P<0.01). The colon tissue of the inhibitor group was severely damaged, and the trend of various indicators was completely opposite to that of the high dose paeoniflorin group. ConclusionPaeoniflorin can enhance autophagy and reduce inflammatory damage in mice with UC by activating the AMPK/mTOR signaling pathway and thus play a protective role.
7.Effect of percutaneous nucleoplasty on intradiscal internal pressure in patients with discogenic low back pain
Heng LIU ; Chongzheng YANG ; Zhihao WU ; Kaihua HUANG ; Guantong WANG ; Jiaxuan WU ; Qiang SUN
Chongqing Medicine 2024;53(18):2820-2825
Objective To observe the changes in intradiscal internal internal pressure before and after percutaneous nucleoplasty (PN) in the patients with discogenic low back pain (DLBP),and to explore the mechanism of PN for alleviating DLBP.Methods Thirty patients definitely diagnosed as DLBP undergoing PN in the orthopedic department of this hospital from June 2023 to October 2023 were selected.The internal pressure of the lumbar disc was measured before and after the surgery.The visual analog scale (VAS),Japa-nese orthopedic association score (JOA) and Oswestry disability index (ODI) were used to assess the pain level of the patients before operation and at postoperative 1 d,1 month,3 months.The surgical efficacy was e-valuated by using the modified MacNab criteria.The linear correlation analysis was used to observe the relation-ship between the internal pressure of lumbar disc and changes in each pain score,and the factors possibly affecting postoperative effect was analyzed by using the multivariate logistic regression analysis.Results Compared with be-fore the surgery,the immediate postoperative internal pressure of lumbar disc in the patients was significantly decreased.The JOA scores at postoperative 1 d,1 month and 3 months were significantly increased,while the VAS and ODI scores were significantly decreased,and the differences were statistically significant (P<0.05). The excellent rates of surgical efficacy at postoperative 1 d,1 month and 3 months were 66.7%,73.3% and 63.3%,respectively.The internal pressure of lumbar disc difference value between before operation and on postoperative 1 d and internal pressure of lumbar disc decrease rate had no significant correlation with the change value of each pain score (P>0.05).The multivariate logistic regression analysis showed that the dis-ease duration and the decrease rate of internal pressure of lumbar disc were the influencing factors of clinical efficacy in PN (P<0.05).Conclusion The occurrence of DLBP may be related with the increase of internal pressure of lumbar disc.PN could effectively reduce internal pressure of lumbar disc and achieve the goal of pain relief.
8.Prognostic Analysis of Socioeconomic Factors in Multiple Myeloma Patients and Construction of A Myeloma-specific Survival Prediction Model
Jiaxuan XU ; Yifan ZUO ; Jingjing SUN ; Bing CHEN
Cancer Research on Prevention and Treatment 2023;50(4):370-377
Objective To investigate the effects of socioeconomic factors on the prognosis of multiple myeloma (MM) patients and construct a prediction model for evaluating myeloma-specific survival (MSS) rates. Methods A total of 32625 patients diagnosed with MM between January 2007 and December 2016 were included through the SEER database. Cox regression model was used to analyze the predictive indicators of MSS. The results of the multivariate subgroup analysis were presented as forest plots. The significant factors identified in the multivariate Cox analysis were used to construct a nomogram. The predictive performance of the nomogram was assessed using the AUC and calibration plots. A nomogram score-based risk stratification system was constructed using a restricted cubic spline. Results Patients were divided into five groups according to their socioeconomic status (SES). Groups with higher SES had relatively higher proportions of those part of the White, insured, married, and urban populations. Age, gender, race, marital status, insurance status, and SES were independent prognostic factors of MSS (all
9.Radiomics model based on contrast-enhanced CT images to predict pre-treatment regional lymph node metastasis in rectal cancer
Jiaxuan LIU ; Xi LU ; Ying DU ; Lingling SUN
Journal of Practical Radiology 2023;39(12):1985-1989
Objective To explore the value of a radiomics model based on contrast-enhanced CT at the arterial and venous phases in predicting the regional lymph node metastasis in rectal cancer.Methods The data of 303 patients with pathologically proven rectal cancer were analyzed retrospectively,and 1 648 CT radiomics features of the primary tumors were extracted from the arterial and venous phases,respectively.Four machine learning models were used including radiomics score(Rad-score),K-nearest neighbor(KNN),multi-layer perceptron(MLP)and support vector machine(SVM),and the model with the best diagnostic performance was selected.Taking the predicted probability of the best machine model in the arterial and venous phases as the input value,logistic regression algorithm was used to further construct a combined nomogram.Results The SVM model had been proved to be the most efficient among the four machine learning models,whether in arterial or venous phases.The combined nomogram based on ASVM and VSVM prediction probability further improved the ability to predict regional lymph node metastasis.The area under the curve(AUC)of the train group was 0.860,and that of the validation group was 0.801,which were higher than those of ASVM model(train group,AUC=0.822;validation group,AUC=0.777)and VSVM model(train group,AUC=0.832;validation group,AUC=0.786).Conclusion The arterial-venous phases radiomics combined nomogram model based on enhanced CT images performs well in predicting rectal cancer patients'pre-treatment lymph node metastasis.
10.Utilization of basic medical insurance data in cancer-related researches in China
Xiaolan WANG ; Yuge ZHANG ; Xubin ZHENG ; Beibei CHE ; Jiaxuan SUN ; Biao XU
Chinese Journal of Epidemiology 2023;44(9):1467-1472
Objective:To explore the utilization of cancer-related data from basic medical insurance databases in China, and promote the application of medical insurance data in cancer prevention and treatment.Methods:Database PubMed, Web of Science, Wanfang, and CNKI were used to select related research papers using data from basic medical insurance system in China published by December 2021. Descriptive analysis was conducted in terms of the number of publications, types of cancer, primary research contents and author affiliations.Results:A total of 65 papers were included in the study. The number of publications increased rapidly after 2016. The most studied cancer type was lung cancer, and healthcare costs were the most common research contents. Fujian, Beijing, and Anhui have made a better use of cancer-related medical insurance databases compared to other provincial regions. The accessibility of the New Rural Cooperative Medical Scheme data was limited due to the high regional barriers, while the accessibility of the urban basic medical insurance data was relatively high. The researchers from Peking University and Fudan University had higher utilization of basic medical insurance data compared with those from other institutions.Conclusions:The utilization of cancer-related data from basic medical insurance databases in China is limited because of poor accessibility, insufficient data sharing, and regional restrictions. Thus, it is urgent to improve data accessibility and promote the integration and utilization of regional medical insurance data.


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