1.Analysis of co-occurrence patterns of common mental health issues among college students
YAN Yulin, LUO Miyang, LUO Jiayou, MA Suiyi, LI Jia, CHEN Xi, WANG Feng, LIU Hao
Chinese Journal of School Health 2026;47(3):379-383
Objective:
The cross sectional study aimed to identify predominant co-occurrence patterns among six common mental health issues in college students, so as to provide empirical basis for designing targeted interventions.
Methods:
From October 2024, a total of 9 837 students from 4 universities in Xiangtan City, Hunan Province, participated in the current study by multistage random cluster sampling method. Participants completed self report measures, including the Patient Health Questionnaire-9 (PHQ-9), Generalized Anxiety Disorder 7 item Scale (GAD-7), Young s Internet Addiction Diagnostic Questionnaire, the Adolescent Insomnia Symptom Self rating Scale, the Ottawa Self injury Inventory, and the Brief Community Assessment of Psychic Experiences Questionnaire. Demographic and co-occurrence characteristics were first compared using Chi square or trend Chi-square tests, followed by application of the Apriori algorithm to mine association rules for primary co-occurrence patterns.
Results:
The detection rate of co-occuring the common mental health issues was 46.44%. The detection rate was significantly higher in female than in male students (50.42%, 43.61%; χ 2=44.46) and in students from rural versus urban areas (47.22%, 44.60%; χ 2=5.67) (both P <0.05). Significant differences were observed among freshmen, sophomores, juniors, and seniors (46.63%, 48.35%, 45.05% , 43.66%, respectively; χ 2=9.22, P <0.05), although no statistically significant trend was detected ( χ 2 trend =3.75, P = 0.05 ). Association rule mining identified “anxiety + depression” “anxiety + psychotic experiences + depression” and “anxiety + sleep disorder + depression” as the combinations with the highest support. In addition, “anxiety+depression+Internet addiction+psychotic experiences =>sleep disorder (>= refered to the occurrence of the latter item under the condition that the former item occurs)” and “anxiety + depression+Internet addiction=>sleep disorder” were combinations with relatively high confidence.
Conclusions
Co-occurrence of these mental health issues among college students is high and exhibits diverse patterns. Strategies to address this burden should prioritize integrated interventions that target these specific combinations of factors.
2.Prevalence and influencing factors of scoliosis among primary and secondary school students in Hunan Province, 2023.
Yang ZHOU ; Miyang LUO ; Jiayou LUO ; Shujuan XIAO ; Yanhua CHEN ; Yaqing TAN ; Fei WANG
Journal of Central South University(Medical Sciences) 2025;50(7):1202-1213
OBJECTIVES:
The detection rate of scoliosis among school-aged children has been rising annually, varying by region, and has become a major public health concern affecting both physical and mental health. Its onset is multifactorial, and early screening combined with targeted interventions can alter disease progression. This study aims to investigate the prevalence and influencing factors of scoliosis among primary and secondary school students in Hunan Province, providing scientific evidence for targeted prevention strategies.
METHODS:
A stratified, randomized cluster sampling method was used to select 281 401 students from 14 prefecture-level cities in Hunan Province for scoliosis screening, physical examination, and questionnaire survey. The chi-square test was used for group comparisons, and trend chi-square test analyzed differences in screening positive rate by age. A multilevel regression model was applied to identify influencing factors, and ArcGIS was used to visualize spatial distribution patterns of scoliosis.
RESULTS:
The overall screening positive rate for scoliosis among Hunan students was 1.61%. Urban areas had a significantly higher rate than rural counties (2.81% vs 0.98%; P<0.01). The rate was equal between boys and girls (1.61% each). Underweight students had a higher rate than those with normal weight, overweight, or obesity (P<0.01). Stratified by age, urban students aged 6-18 years consistently showed higher positive rates than rural peers (P<0.001). No significant gender differences were observed at most ages (all P>0.05), except at age 11, where the females had a higher rate (1.28% vs 1.02%; P=0.048). After age 11, underweight students exhibited significantly higher positive rates than those with normal or higher BMI(all P<0.05). Across all groups, urban/rural, male/female, underweight/normal/overweight/obese, the scoliosis rate increased with age. By region, the screening positive rate ranged from 0.38% to 3.36%, with the top three being Chenzhou (3.36%), Xiangtan (2.78%), and Hengyang (2.71%), while the lowest was Xiangxi Tujia and Miao Autonomous Prefecture (0.38%). Multilevel regression analysis revealed that age (OR=1.160, 95% CI 1.135 to 1.186) and urban residence (OR=2.497, 95% CI 1.946 to 3.205) were positively associated with scoliosis risk (both P<0.01). Conversely, female gender (OR=0.931, 95% CI 0.874 to 0.993), normal nutritional status (OR=0.751, 95% CI 0.671 to 0.840), overweight (OR=0.513, 95% CI 0.447 to 0.590), obesity (OR=0.418, 95% CI 0.358 to 0.489), and engaging in ≥ 60 minutes of moderate-to-vigorous physical activity 2 to 4 days (OR=0.928, 95% CI 0.865 to 0.996) or 5 to 7 days per week (OR=0.912, 95% CI 0.833 to 0.998) were negatively associated with scoliosis risk (all P<0.05).
CONCLUSIONS
The prevalence of scoliosis among primary and secondary school students in Hunan Province is relatively high and is significantly associated with age, gender, urban-rural status, nutritional condition, and physical activity frequency. Targeted interventions and enhanced monitoring in high-risk regions and populations are essential to prevent and control scoliosis.
Humans
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Scoliosis/epidemiology*
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Male
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Female
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Adolescent
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China/epidemiology*
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Prevalence
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Child
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Students/statistics & numerical data*
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Rural Population/statistics & numerical data*
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Urban Population/statistics & numerical data*
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Surveys and Questionnaires
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Risk Factors
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Thinness/epidemiology*
3.The association between secondhand smoke exposure and overweight/obesity among children and adolescents
Jia WEI ; Jiayou LUO ; Yanhua CHEN ; Fei WANG ; Yaqing TAN ; Miyang LUO ; Xiaojun LI
Chinese Journal of Preventive Medicine 2025;59(1):69-75
This study aimed to investigate the association between secondhand smoke exposure in different places and overweight/obesity among children and adolescents. Children and adolescents aged 7 to 18 years old in Hunan Province were recruited for questionnaire surveys and physical examinations using a multi-stage stratified cluster sampling method. Secondhand smoke exposure was evaluated according to the answer to the question, "Has someone smoked in front of you in the last 7 days?". Overweight and obesity were determined using BMI-for-age and BMI-for-sex according to the national standard WS/T586-2018. Multivariate logistic regression was used to explore the association between secondhand smoke exposure in different places and overweight/obesity among children and adolescents. A total of 187 863 participants were included in this study, with a prevalence of overweight and obesity of 28.4%. The prevalence of secondhand smoke exposure at home, school and other public places was 25.5%, 12.6% and 32.3%, respectively. Children and adolescents with secondhand smoke exposure at home, school and other public places had a higher prevalence of overweight and obesity than those without exposure. After adjusting for confounding factors, secondhand smoke exposure was positively associated with overweight and obesity among children and adolescents, and exposure at home showed the closest association ( OR=1.091; 95% CI: 1.066-1.117). In conclusion, secondhand smoke exposure, especially at home, significantly increases the risk of overweight and obesity among children and adolescents. Comprehensive strategies should be implemented to avoid secondhand smoke exposure and protect children and adolescents from overweight and obesity.
4.The association between secondhand smoke exposure and overweight/obesity among children and adolescents
Jia WEI ; Jiayou LUO ; Yanhua CHEN ; Fei WANG ; Yaqing TAN ; Miyang LUO ; Xiaojun LI
Chinese Journal of Preventive Medicine 2025;59(1):69-75
This study aimed to investigate the association between secondhand smoke exposure in different places and overweight/obesity among children and adolescents. Children and adolescents aged 7 to 18 years old in Hunan Province were recruited for questionnaire surveys and physical examinations using a multi-stage stratified cluster sampling method. Secondhand smoke exposure was evaluated according to the answer to the question, "Has someone smoked in front of you in the last 7 days?". Overweight and obesity were determined using BMI-for-age and BMI-for-sex according to the national standard WS/T586-2018. Multivariate logistic regression was used to explore the association between secondhand smoke exposure in different places and overweight/obesity among children and adolescents. A total of 187 863 participants were included in this study, with a prevalence of overweight and obesity of 28.4%. The prevalence of secondhand smoke exposure at home, school and other public places was 25.5%, 12.6% and 32.3%, respectively. Children and adolescents with secondhand smoke exposure at home, school and other public places had a higher prevalence of overweight and obesity than those without exposure. After adjusting for confounding factors, secondhand smoke exposure was positively associated with overweight and obesity among children and adolescents, and exposure at home showed the closest association ( OR=1.091; 95% CI: 1.066-1.117). In conclusion, secondhand smoke exposure, especially at home, significantly increases the risk of overweight and obesity among children and adolescents. Comprehensive strategies should be implemented to avoid secondhand smoke exposure and protect children and adolescents from overweight and obesity.
5.Association of adipocytokine pathway gene polymorphisms with NAFLD in obese children
Jie WANG ; Xiongfeng PAN ; Jia WEI ; Xiongwei LI ; Haixiang ZHOU ; Ning'an XU ; Rutong KANG ; Yan ZHONG ; Jiayou LUO
Journal of Central South University(Medical Sciences) 2024;49(5):775-783
Objective:Non-alcoholic fatty liver disease(NAFLD)has significant genetic susceptibility.Adipocytokines play a crucial role in NAFLD development by participating in insulin resistance and hepatic steatosis.However,the association between adipocytokine pathway genes and NAFLD remains unclear.This study aims to explore the association of gene polymorphisms in the adipocytokine pathway and their interactions with NAFLD in obese children. Methods:A case-control study was conducted,dividing obese children into NAFLD and control groups.Peripheral venous blood(2 mL)was collected from each participant for DNA extraction.A total of 14 single nucleotide polymorphisms(SNP)in the adipocytokine pathway were genotyped using multiplex PCR and high-throughput sequencing.Univariate and multivariate Logistic regression analyses were used to assess the association between SNP and NAFLD in obese children.Dominant models were used to analyze additive and multiplicative interactions via crossover analysis and Logistic regression.Generalized multifactor dimensionality reduction(GMDR)was used to detect gene-gene interactions among the 14 SNPs and their association with NAFLD in obese children. Results:A total of 1 022 children were included,with 511 in the NAFLD group and 511 in the control group.After adjusting for age,gender,and BMI,multivariate Logistic regression showed that PPARG rs1801282 was associated with NAFLD in the obese children in 3 genetic models:heterozygote model(CG vs CC,OR=0.58,95%CI 0.36 to 0.95,P=0.029),dominant model(GG+CG vs CC,OR=0.62,95%CI 0.38 to 1.00,P=0.049),and overdominant model(CC+GG vs CG,OR=1.72,95%CI 1.06 to 2.80,P=0.028).PRKAG2 rs12703159 was associated with NAFLD in 4 genetic models:heterozygous model(CT vs CC,OR=1.51,95%CI 1.10 to 2.07,P=0.011),dominant model(CT+TT vs CC,OR=1.50,95%CI 1.10 to 2.03,P=0.010),overdominant model(CC+TT vs CT,OR=0.67,95%CI 0.49 to 0.92,P=0.012),and additive model(CC vs CT vs TT,OR=1.40,95%CI 1.07 to 1.83,P=0.015).No significant multiplicative or additive interaction between PPARG rs1801282 and PRKAG2 rs12703159 was found in association with NAFLD.GMDR analysis,adjusted for age,gender,and BMI,revealed no statistically significant interactions among the 14 SNPs(all P>0.05). Conclusion:Mutations in PPARG rs1801282 and PRKAG2 rs12703159 are associated with NAFLD in obese children.However,no gene-gene interactions among the SNP are found to be associated with NAFLD in obese children.
6.Genetic Variations and Nonalcoholic Fatty Liver Disease:Field Synopsis,Systematic Meta-Analysis,and Epidemiological Evidence
Li YAMEI ; Xiao XIANG ; Wang JIE ; Liu YIXU ; Pan XIONGFENG ; Yu HAIBIN ; Luo JIAYOU ; Luo MIYANG
Biomedical and Environmental Sciences 2024;37(7):762-773
Objective To systematically summarize the published literature on the genetic variants associated with nonalcoholic fatty liver disease(NAFLD). Methods Literature from Web of Science,PubMed,and Embase between January 1980 and September 2022 was systematically searched.Meta-analyses of the genetic variants were conducted using at least five data sources.The epidemiologic credibility of the significant associations was graded using the Venice criteria. Results Based on literature screening,399 eligible studies were included,comprising 381 candidate gene association,16 genome-wide association,and 2 whole-exome sequencing studies.We identified 465 genetic variants in 173 genes in candidate gene association studies,and 25 genetic variants in 17 genes were included in the meta-analysis.The meta-analysis identified 11 variants in 10 genes that were significantly associated with NAFLD,with cumulative epidemiological evidence of an association graded as strong for two variants in two genes(HFE,TNF),moderate for four variants in three genes(TM6SF2,GCKR,and ADIPOQ),and weak for five variants in five genes(MBOAT7,PEMT,PNPLA3,LEPR,and MTHFR). Conclusion This study identified six variants in five genes that had moderate to strong evidence of an association with NAFLD,which may help understand the genetic architecture of NAFLD risk.
7.Transglutaminase 2 inhibits the proliferation of H1 subtype influenza virus in MDCK cells.
Shouqing GUO ; Yuejiao LIAO ; Zhenyu QIU ; Geng LIU ; Jiamin WANG ; Di YANG ; Jiayou ZHANG ; Zilin QIAO ; Zhongren MA ; Zhuo LI ; Zhenbin LIU
Chinese Journal of Biotechnology 2022;38(3):1124-1137
Transglutaminase 2 (TGM2) is a ubiquitous multifunctional protein, which is related to the adhesion of different cells and tumor formation. Previous studies found that TGM2 is involved in the interaction between host cells and viruses, but the effect of TGM2 on the proliferation of influenza virus in cells has not been reported. To explore the effect of TGM2 during H1N1 subtype influenza virus infection, a stable MDCK cell line with TGM2 overexpression and a knockout cell line were constructed. The mRNA and protein expression levels of NP and NS1 as well as the virus titer were measured at 48 hours after pot-infection with H1N1 subtype influenza virus. The results showed that overexpression of TGM2 effectively inhibited the expression of NP and NS1 genes of H1N1 subtype influenza virus, while knockout of TGM2 up-regulated the expression of the NP and NS1 genes, and the expression of the NP at protein level was consistent with that at mRNA level. Virus proliferation curve showed that the titer of H1N1 subtype influenza virus decreased significantly upon TGM2 overexpression. On the contrary, the virus titer in TGM2 knockout cells reached the peak at 48 h, which further proved that TGM2 was involved in the inhibition of H1N1 subtype influenza virus proliferation in MDCK cells. By analyzing the expression of genes downstream of influenza virus response signaling pathway, we found that TGM2 may inhibit the proliferation of H1N1 subtype influenza virus by promoting the activation of JAK-STAT molecular pathway and inhibiting RIG-1 signaling pathway. The above findings are of great significance for revealing the mechanism underlying the interactions between host cells and virus and establishing a genetically engineering cell line for high-yield influenza vaccine production of influenza virus.
Animals
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Cell Proliferation
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Dogs
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Humans
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Influenza A Virus, H1N1 Subtype/genetics*
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Influenza, Human
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Madin Darby Canine Kidney Cells
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Protein Glutamine gamma Glutamyltransferase 2
8.Recent advance in diagnosis and treatment of optic nerve gliomas in children
Guanyi WANG ; Yibin JIA ; Jiayou WANG ; Xiaosheng HE
Chinese Journal of Neuromedicine 2021;20(7):751-755
Optic nerve gliomas (ONGs) are one type of optic pathway gliomas (OPGs), enjoying low incidence; they accounts for only 1% of intracranial tumors in children. They can either occur sporadically or complicate with neurofibromatosis type 1 (NF1). ONGs have unique clinical features, and the courses of diseases are variable and difficult to predict. Accurate diagnosis and reasonable treatment are controversial. This review focuses on the clinical features, diagnosis, and treatment of ONGs, in order to provide references for the treatment and follow-up research of ONGs.
9. Purification method for cell-cultured influenza virus H5N1
Zhegang ZHANG ; Dan LUO ; Jiayou ZHANG ; Wei ZHAO ; Ying WANG ; Ran QIU ; Ziyan MENG ; Tian HAN ; Zhiwu XIA ; Changgui LI ; Xiaoming YANG
Chinese Journal of Microbiology and Immunology 2019;39(12):933-936
Objective:
To reduce the residual proteins and DNA of host cells in the preparation of H5N1 influenza A virus.
Methods:
Core 700 was firstly used to remove residual host cell proteins, and then Capto Q was used to remove host cell DNA. Several batches of H5N1 influenza A virus cultured in Madin-Darby canine kidney (MDCK) cells were purified using this method. The efficiency of purification was evaluated using many methods including quantitative real-time PCR, hemagglutination (HA) test and single radial immunodiffusion assay. Moreover, Benzonase nuclease was used for comparison.
Results:
Without the use of Benzonase nuclease, the overall removal rates of host cell DNA and residual proteins were 99.62% and 98.1%, and the HA antigen recovery rate was 66.96%.
Conclusions
This study established a purification strategy with good effect for cell-based influenza vaccines. It can efficiently remove host cell DNA and proteins and achieve a high HA recovery rate. The purification result is no worse than that of adding Benzonase nuclease, suggesting the potential of its application in actual vaccine production.
10.Association between sibling violence experience and emotional and behavioral problemsamong children and adolescents aged 9-18 years in rural areas
Chang PENG ; Hong LIN ; Shu WANG ; Shujun LIU ; Jiayou LUO ; Keren SHENG ; Xiaoqun LIU
Chinese Mental Health Journal 2019;33(3):208-213
Objective:To explore the association between sibling violence experience and emotional and behavioral problems.Methods:A Multistage stratified cluster sampling was used in Hunan province, 1735 participants from multiple-child family were recruited to survey the prevalence of sibling violence and the occurrence of emotional and behavioral problems with the Strength and Difficulties Questionnaires (SDQ).Results:According to SDQ total score, the rate of abnormal emotion and behavior in children and adolescents involved in sibling violence was higher than that in students who were not experienced sibling violence [45.6% (236/518) vs.26.8% (326/1217) ], the rate in bully-victim was higher than that in pure-victim and pure-bully [52.8% (132/250) vs.37.9% (74/195) vs.41.1% (30/73) ].The rates in children and adolescents who were bullied and perpetrated more than 4 sub-types of sibling violence were 63.4% (53/93) and 76.9% (60/78).Conclusion:There is an association between sibling violence experience and emotional and behavioral problems among children and adolescents in rural areas.


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