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Association between Past Body Mass Index, Weight Change and Self-reported Depression in the Health Examinees Study (HEXA) : 대도시 코호트에서 과거 체질량지수, 체중변화와 자가보고 우울증과의 연관성

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dc.contributor.advisor강대희-
dc.contributor.author정선재-
dc.date.accessioned2017-07-14T01:44:43Z-
dc.date.available2017-07-14T01:44:43Z-
dc.date.issued2016-02-
dc.identifier.other000000132817-
dc.identifier.urihttps://hdl.handle.net/10371/122304-
dc.description학위논문 (박사)-- 서울대학교 대학원 : 의과대학 의과학과 의과학전공, 2016. 2. 강대희.-
dc.description.abstractBackground: Although several studies have focused on the relationship between obesity and depression, far fewer studies have examined underweight or weight change and depression over time. Furthermore, the association between body size, weight change and depression has not been systematically summarized, particularly for underweight individuals.
Objective: This study consists of a meta-analysis that evaluates the association between indices for body size and depression. Furthermore, this study assesses the relationship between weight change and subsequent depression. In a Health Examinees (HEXA) study, our objective was to explore the association between body mass index (BMI), weight change and depression considering the interaction between baseline BMI and consequent weight change and this interactions effect on depression.
Materials and methods: A computerized systematic literature search was conducted in PubMed, EMBASE and the Cochrane Library for studies published before March 10, 2015
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dc.description.abstractno language restrictions were applied. A total of 183 studies focusing on the relationship between body size, weight change and depression were selected by 5 individual researchers with crosschecking. Fully adjusted hazard ratios (HRs) or odds ratios (ORs) were extracted. Random-effect models were used to synthesize the data from the studies, and we performed subgroup analyses to examine the effects of potential moderators (gender, age, continent of residence and comorbidities). In the HEXA study, a total of 168,123 out of 170,087 participants were included in the final analysis. Every participant was interviewed regarding their demographic factors, medical histories, health behaviors and diet. The participants were required to recall their weight at various time points. Trained staff measured the participants weight and height. BMI at each time point was calculated, and weight change was measured in 2 manners: 1) from age 18-20 to the present time, and 2) from lowest to highest weight considering age at which that weight occurred. The outcome was measured using 2 working definitions: 1) depression diagnosis by a physician after the weight recall, and 2) the Center for Epidemiological Studies-Depression Scale. ORs were calculated utilizing multivariate logistic regression. Possible interactions between baseline BMI and consequent weight change were assessed.
Results: In a meta-analysis of the cohort studies, being underweight (BMI<18.5 kg/m2) at baseline increased the risk of subsequent depression (OR 1.16, 95% CI 1.08-1.24). Overweight participants (BMI 25-29.9 kg/m2) showed no statistically significant results overall
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dc.description.abstracthowever, the subgroup analyses presented different results according to gender. In men, the pooled ORs showed a protective effect of being overweight on depression (OR 0.84, 95% CI 0.72-0.97), whereas women presented opposite results (OR 1.16, 95% CI 1.07-1.25). The risk for depression marginally increased (OR 1.13, 95% CI 0.96-1.34) in the obese (BMI≥30 kg/m2). Participants with a greater waist circumference (WC, >102 cm [men] and >88 cm [women]) presented a significantly increased risk of depression (OR 1.38, 95% CI 1.17-1.62). In the cross-sectional studies, obesity with a BMI of over 40 kg/m2 showed a greater pooled OR (OR 1.59, 95% CI 1.12-2.24) than obesity with a BMI of over 30 kg/m2 (OR 1.18, 95% CI 1.11-1.26). Both weight gain and weight loss showed marginally significant ORs for subsequent depression. In the HEXA results, 2.2% (3,623/168,123) of participants reported ever having been diagnosed with depression. Men in the underweight population mostly showed a significantly increased OR (OR 3.08, 95% CI 1.22-7.79 at age 50). Women who were underweight at age 35 showed an increased OR (OR 1.27, 95% CI 1.08-1.50). The OR was significantly decreased in obese I men (OR 0.61, 95% CI 0.42-0.88 at 2 years before the survey), overweight at risk women (OR 0.88, 95% CI 0.79-0.98 at age 35) and obese I women (OR 0.86, 95% CI 0.76-0.97 at age 35). The participants who gained large amounts weight or the women who lost weight showed a significantly increased OR. Assessing the joint association showed significantly increased likelihoods among 1) participants who were underweight at age 18-20 with relatively stable weight (men: OR 2.11, 95% CI 1.31-3.38-
dc.description.abstractwomen: OR 1.21, 95% CI 1.04-1.40) and 2) women who had a normal BMI at age 18-20 with subsequent weight loss (OR 1.39, 95% CI 1.14-1.70).
Conclusions: In the results of both the meta-analysis and the HEXA study, underweight people were associated with an increased likelihood of later depression. Additionally, people who gained large amounts of weight and women who lost weight had increased ORs for depression. The likelihood for depression increased for people who were underweight in early adulthood (age 18-20) and maintained a relatively stable weight.
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dc.description.tableofcontents1. INTRODUCTION 1
1.1 Epidemiology of the depression 1
1.2 Pathophysiology 3
1.3 Known risk factors for depression 4
1.3.1 Gender 4
1.3.2 Age 7
1.3.3 Race and ethnicity 8
1.3.4 Socioeconomic and employment status 8
1.3.5 Marital status 9
1.3.6 Urban-rural residence 9
1.3.7 Family history and genetics 10
1.4 Defining depression 12
1.5 Distribution of certain levels of body size 20
1.6 The relationship between body size and depression: Epidemiological studies 24
1.6.1 No relationship between body size and depression 24
1.6.2 The increased likelihood of depression in the obese population 25
1.6.3 Other associations between depression and body weight 25
1.6.4 Weight change and depression 27
1.6.5 A systematic review and meta-analysis 28

2. HYPOTHESES AND OBJECTIVES 34
2.1 Hypotheses 34
2.2 Objectives 34

3. MATERIALS AND METHODS 38
3.1 Systematic review and meta-analysis 38
3.1.1 Literature search 38
3.1.2 Inclusion and exclusion criteria 41
3.1.3 Statistical Analysis 42
3.1.4 Quality assessment 43
3.2 The HEXA study 46
3.2.1 Study population 46
3.2.2 Baseline data collection and measurements 50
3.2.3 Statistical analysis 57

4. RESULTS 62
4.1 Systematic review and meta-analysis 62
4.1.1 Included and excluded studies 62
4.1.2 BMI affecting subsequent depression 113
4.1.2.1 RCT design 113
4.1.2.2 Cohort design 115
4.1.2.3 Cross-sectional design 138
4.1.3 Results of the quality assessment 162
4.2 The HEXA study 172
4.2.1 Distribution of baseline characteristics 172
4.2.2 Distribution of BMI and weight change by age group 188
4.2.3 The association between BMI at each time point and depression 195
4.2.4 Stratification by menopause status in women 210
4.2.5 Weight change and depression 219
4.2.6 The joint correlation between BMI at ages 18-20, weight change and depression 238

5. DISCUSSION 241
5.1 Interpretation of the results 241
5.1.1 The systematic review and meta-analysis 241
5.1.1.1 Summary of the results 241
5.1.1.2 Study designs in the meta-analysis 242
5.1.1.3 Being underweight and the risk/likelihood of depression 242
5.1.1.4 Obesity and the risk/likelihood of depression 243
5.1.1.5 Effect modifiers and subgroup analysis 243
5.1.1.6 Weight change and depression 246
5.1.2 From the HEXA study 247
5.1.2.1 Summary of the results 247
5.1.2.2 Interpretation of the results 248
5.2 Validation of exposure and outcome 252
5.2.1 Validity of the exposure 252
5.2.1.1 Comparison of HEXA data 252
5.2.1.2 The validity of self-reported weight in other studies 253
5.2.2 Validity of the outcome 256
5.2.2.1 Comparison of prevalence with other studies 256
5.2.2.2 The validity of self-reported, doctor-diagnosed depression in other studies 256
5.2.2.3 Cross-analysis of self-reported depression and depression measured with the CES-D in the HEXA study 258
5.2.2.4 The prevalence of self-reported depression by year, age and centers in the HEXA 259
5.2.3. Interpretation of the results considering the validity of exposure and outcome 261
5.3 Mechanisms for how body size affects depression 263
5.3.1 Obesity and depression 263
5.3.2 Underweight and depression 266
5.4 Interpretation of the data in regard to causality 268
5.4.1 Temporality 268
5.4.2 Strength of association 269
5.4.3 Consistency of association 269
5.4.4 Specificity of association 269
5.4.5 Dose-response relationship 270
5.4.6 Biological plausibility 270
5.4.7 Coherence of the evidence 271
5.4.8 Experimental evidence 271
5.4.9 Analogy 272
5.5 Strengths and limitations 273
5.5.1 The systemic review and meta-analysis 273
5.5.1.1 Strengths 273
5.5.1.2 Limitations 274
5.5.2 The HEXA study 275
5.5.2.1 Strengths 275
5.5.2.2 Limitations 276
5.6. Conclusion 279

6. REFERENCES 281

7. APPENDIX 335

국문 초록 357
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dc.formatapplication/pdf-
dc.format.extent22129597 bytes-
dc.format.mediumapplication/pdf-
dc.language.isoen-
dc.publisher서울대학교 대학원-
dc.subject우울증-
dc.subject체질량지수-
dc.subject체중변화-
dc.subject저체중-
dc.subject.ddc610-
dc.titleAssociation between Past Body Mass Index, Weight Change and Self-reported Depression in the Health Examinees Study (HEXA)-
dc.title.alternative대도시 코호트에서 과거 체질량지수, 체중변화와 자가보고 우울증과의 연관성-
dc.typeThesis-
dc.contributor.AlternativeAuthorSun Jae Jung-
dc.description.degreeDoctor-
dc.citation.pages362-
dc.contributor.affiliation의과대학 의과학과-
dc.date.awarded2016-02-
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