Objective:To investigate the comorbidity rate of chronic diseases and prevalence of depressive symptoms among the middle-aged and elderly population,and explore the association between comorbidity with-chronic disease and depressive symptoms in middle-aged and older people.Methods:A cross-sectional study was conducted in Shandong Province.A total of 9 535 middle-aged and older people aged 45 years and over were recrui-ted.General information questionnaire,the chronic disease information questionnaire and Patient Health Question-naire were used for face-to-face interview to screen symptoms and collect information.Univariate analysis and mult-ivariate logistic regression analysis were employed to explore the association between comorbidity with chronic dis-ease and depressive symptoms.Results:The prevalence of depressive symptoms among middle-aged and older peo-ple was 8.7％,while among those with comorbid chronic diseases,the prevalence of depressive symptoms was 29.6％.Respectively,demonstrating an increasing trend with the number of chronic diseases(P＜0.001).Multiva-riate analysis revealed that comorbid chronic disease(OR=1.47,95％CI:1.22-1.78)were risk factors of depres-sive symptoms.Conclusion:Middle-aged and older people with multiple chronic conditions are more likely to be di-agnosed with depressive symptoms,and the detection rate of these symptoms increases with the number of comorbid chronic conditions.Therefore,it is recommended to strengthen mental health interventions for those with multiple chronic conditions.

Objective:To explore the association between perceived social support,TMEM161B gene rs768705 polymorphism,and their interaction with incidence of depressive symptoms in the freshmen.Methods:A total of 9928 freshmen from two medical universities were investigated at baseline and follow-up two years later during 2018-2020 by cluster sampling.A self-report demographic characteristics questionnaire was used to collect information of general demographic characteristics.Perceived Social Support Scale,Beck Depression Inventory,Beck Anxiety Inventory and Adolescent Self-Rating Life Events Check List were used to measure the level of perceived social support,depressive symptoms,anxiety symptoms and the number of negative life events of individuals.Blood sam-ples were collected and typed for DNA by professionals.Results:Family support and other support were all nega-tively associated with depressive symptoms in the freshmen(OR=0.96,95％CI:0.93-0.99;OR=0.94,95％CI:0.91-0.98).There was no correlation between friend support and depressive symptoms in the freshmen(OR=0.99,95％CI:0.95-1.02).TMEM161B gene rs768705 polymorphism(AG)was positively associated with de-pressive symptoms in the freshmen(OR=1.58,95％CI:1.12-2.23).The interactions of friend support with TMEM161B gene rs768705 polymorphism(AG)(OR=1.13,95％CI:1.02-1.26)and other support with TMEM161B gene rs768705 polymorphism(AG)(OR=1.13,95％CI:1.02-1.25)had significant effects on the incidence of depressive symptoms in the females and no significant effect in the males.Conclusion:The perceived social support,TMEM161B gene rs768705 polymorphism and their interaction are associated with influence of de-pressive symptoms,and have sex difference in the freshmen.

Objective:To explore relationships and differences of perceived social support and depression-anx-iety symptoms between rural-to-urban migrated residents and rural residents.Methods:A total of 5 958 rural-to-ur-ban migrated residents and 4 720 rural residents were recruited.The Patient Health Questionnaire-9,Generalized Anxiety Disorder-7,and Perceived Social Support Scale were used to assess symptoms of depression,anxiety,and social support,respectively.Network estimation,centrality and predictability measurement,accuracy and stability verification,and network comparison were conducted based on R 4.2.0 to compare the network structure differ-ences between the two groups of residents.Results:In rural-to-urban migrated residents,"lack of energy"in depres-sive symptoms and"inability to control worry"in anxiety symptoms were the nodes with the highest expected influ-ence(EI).In rural residents,"low self-evaluation"in depressive symptoms and"difficulty relaxing"in anxiety symptoms were the nodes with the highest EI.The highest node of perceived social support EI for both groups was"support from relatives/leaders."The bridge nodes were the same for rural-to-urban migrated residents and rural residents,with"be down in spirits"being the nodes with the highest bridge expected influence.The results of net-work comparison test showed that the overall network structure of rural-to-urban migrated residents and rural resi-dents was statistically different(P＜0.05).Conclusion:There are correlation and difference among depressive symptoms,anxiety symptoms,and perceived social support in rural-to-urban migrated and rural residents.

Objective:To explore the risk factors of suicidal ideation in community residents in Shandong province,China,and to establish a prediction model and a nomogram for the risk of suicidal ideation.Methods:To-tally 11 087 community residents in Jining City,Zoucheng City,and Weifang City,Shandong Province,were recrui-ted as the study subjects.The general information questionnaire,Composite International Diagnostic Interview-3.0,General Anxiety Disorder-7,were used to collect demographic information,mental health status,family information,and lifestyle using a computer-assisted interview system to conduct face-to-face interview.LASSO regression and binary logistic regression analyses were used to develop a nomogram model of the risk of suicidal ideation.Results:Young people,female,smoking,non-new town residents,no physical exercise,difficulty approaching people,anxiety symptoms and depression were effective predictors of suicidal ideation.The area under the curve(AUC)of the training set(AUC)was 0.89(95％CI:0.85-0.93)and AUC of the validation set(AUC)was 0.83(95％CI:0.75-0.92).Conclusion:The nomogram prediction model constructed in this study on suicidal ideation in com-munity residents has a high degree of differentiation and accuracy.It could be used to screen people at high risk of suicide and provide intervention to suicidal ideation in community residents.

Objective:To investigate the comorbidity rate of chronic diseases and prevalence of depressive symptoms among the middle-aged and elderly population,and explore the association between comorbidity with-chronic disease and depressive symptoms in middle-aged and older people.Methods:A cross-sectional study was conducted in Shandong Province.A total of 9 535 middle-aged and older people aged 45 years and over were recrui-ted.General information questionnaire,the chronic disease information questionnaire and Patient Health Question-naire were used for face-to-face interview to screen symptoms and collect information.Univariate analysis and mult-ivariate logistic regression analysis were employed to explore the association between comorbidity with chronic dis-ease and depressive symptoms.Results:The prevalence of depressive symptoms among middle-aged and older peo-ple was 8.7％,while among those with comorbid chronic diseases,the prevalence of depressive symptoms was 29.6％.Respectively,demonstrating an increasing trend with the number of chronic diseases(P＜0.001).Multiva-riate analysis revealed that comorbid chronic disease(OR=1.47,95％CI:1.22-1.78)were risk factors of depres-sive symptoms.Conclusion:Middle-aged and older people with multiple chronic conditions are more likely to be di-agnosed with depressive symptoms,and the detection rate of these symptoms increases with the number of comorbid chronic conditions.Therefore,it is recommended to strengthen mental health interventions for those with multiple chronic conditions.

Objective:To explore the association between perceived social support,TMEM161B gene rs768705 polymorphism,and their interaction with incidence of depressive symptoms in the freshmen.Methods:A total of 9928 freshmen from two medical universities were investigated at baseline and follow-up two years later during 2018-2020 by cluster sampling.A self-report demographic characteristics questionnaire was used to collect information of general demographic characteristics.Perceived Social Support Scale,Beck Depression Inventory,Beck Anxiety Inventory and Adolescent Self-Rating Life Events Check List were used to measure the level of perceived social support,depressive symptoms,anxiety symptoms and the number of negative life events of individuals.Blood sam-ples were collected and typed for DNA by professionals.Results:Family support and other support were all nega-tively associated with depressive symptoms in the freshmen(OR=0.96,95％CI:0.93-0.99;OR=0.94,95％CI:0.91-0.98).There was no correlation between friend support and depressive symptoms in the freshmen(OR=0.99,95％CI:0.95-1.02).TMEM161B gene rs768705 polymorphism(AG)was positively associated with de-pressive symptoms in the freshmen(OR=1.58,95％CI:1.12-2.23).The interactions of friend support with TMEM161B gene rs768705 polymorphism(AG)(OR=1.13,95％CI:1.02-1.26)and other support with TMEM161B gene rs768705 polymorphism(AG)(OR=1.13,95％CI:1.02-1.25)had significant effects on the incidence of depressive symptoms in the females and no significant effect in the males.Conclusion:The perceived social support,TMEM161B gene rs768705 polymorphism and their interaction are associated with influence of de-pressive symptoms,and have sex difference in the freshmen.

Objective:To explore relationships and differences of perceived social support and depression-anx-iety symptoms between rural-to-urban migrated residents and rural residents.Methods:A total of 5 958 rural-to-ur-ban migrated residents and 4 720 rural residents were recruited.The Patient Health Questionnaire-9,Generalized Anxiety Disorder-7,and Perceived Social Support Scale were used to assess symptoms of depression,anxiety,and social support,respectively.Network estimation,centrality and predictability measurement,accuracy and stability verification,and network comparison were conducted based on R 4.2.0 to compare the network structure differ-ences between the two groups of residents.Results:In rural-to-urban migrated residents,"lack of energy"in depres-sive symptoms and"inability to control worry"in anxiety symptoms were the nodes with the highest expected influ-ence(EI).In rural residents,"low self-evaluation"in depressive symptoms and"difficulty relaxing"in anxiety symptoms were the nodes with the highest EI.The highest node of perceived social support EI for both groups was"support from relatives/leaders."The bridge nodes were the same for rural-to-urban migrated residents and rural residents,with"be down in spirits"being the nodes with the highest bridge expected influence.The results of net-work comparison test showed that the overall network structure of rural-to-urban migrated residents and rural resi-dents was statistically different(P＜0.05).Conclusion:There are correlation and difference among depressive symptoms,anxiety symptoms,and perceived social support in rural-to-urban migrated and rural residents.

Objective:To explore the risk factors of suicidal ideation in community residents in Shandong province,China,and to establish a prediction model and a nomogram for the risk of suicidal ideation.Methods:To-tally 11 087 community residents in Jining City,Zoucheng City,and Weifang City,Shandong Province,were recrui-ted as the study subjects.The general information questionnaire,Composite International Diagnostic Interview-3.0,General Anxiety Disorder-7,were used to collect demographic information,mental health status,family information,and lifestyle using a computer-assisted interview system to conduct face-to-face interview.LASSO regression and binary logistic regression analyses were used to develop a nomogram model of the risk of suicidal ideation.Results:Young people,female,smoking,non-new town residents,no physical exercise,difficulty approaching people,anxiety symptoms and depression were effective predictors of suicidal ideation.The area under the curve(AUC)of the training set(AUC)was 0.89(95％CI:0.85-0.93)and AUC of the validation set(AUC)was 0.83(95％CI:0.75-0.92).Conclusion:The nomogram prediction model constructed in this study on suicidal ideation in com-munity residents has a high degree of differentiation and accuracy.It could be used to screen people at high risk of suicide and provide intervention to suicidal ideation in community residents.

Objective:To explore stigma and related factors among family members of patients with mental disorders in psychiatric hospitals.Methods:Totally 1 365 family members of inpatients with mental disorders were-surveyed,and were assessed with the Perceived Devaluation-Discrimination Scale and a self-made demographic characteristics questionnaire.Results:The screening rate of stigma among the patient's family members was 61.5％.Males(OR=2.26,95％CI:1.06-5.01),age group of 18-29 years(OR=1.91,95％CI:1.15-3.20),monthly income ≥500 yuan(P＜0.05),disease duration of 0.5-＜lyear(OR=3.14,95％CI:1.66-6.03),care for patients within＜lyear(P＜0.05),teachers(OR=2.32,95％CI:1.24-3.44),self-employed person(OR=1.63,95％CI:1.02-2.24),civil servants(OR=1.77,95％CI:1.09-2.45),schizophrenia(OR=1.87,95％CI:1.32-2.42),affective disorders(OR=1.52,95％CI:1.03-2.016)were the main riskfactors of stigma.Conclusions:Family members of patients with mental disorders generally have a severe stigma,especially of patients with schizophrenia and affective disorders.