The mediating role of obesity in the development of depression in individuals with diabetes: A population-based study from NHANES 2005-2014

被引:14
作者
Nong, Yuxin [1 ]
Wu, Guangyu [2 ]
Lu, Junquan [1 ]
Wei, Xuebiao [3 ]
Yu, Danqing [1 ]
机构
[1] Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Cardiovasc Inst, Dept Cardiol,Guangdong Prov Key Lab Coronary Heart, Guangzhou 510080, Peoples R China
[2] Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Neurosci Inst, Guangdong Cardiovasc Inst,Dept Neurol,Guangzhou Ke, Guangzhou 510080, Peoples R China
[3] Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Guangdong Prov Geriatr Inst, Dept Geriatr Intens Med, Guangzhou 51080, Peoples R China
基金
中国国家自然科学基金;
关键词
Diabetes; Depression; Obesity; Mediating effect; WEIGHT; ADULTS;
D O I
10.1016/j.jad.2024.02.036
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective: Depression is one of the common manifestations of diabetes population, and previous studies have shown that there is a correlation between depression and diabetes. This study was conducted retrospectively through the large National Health and Nutrition Examination Survey (NHANES) to explore the risk of depression in different individuals with diabetes. Methods: We collected data on a total of 33,001 individuals in 5 cycles of NHANES and compared the incidence of depression in the individuals with diabetes, pre -diabetes or without diabetes groups after weighting. A weighted logistic review was used to assess the association between diabetes and depression at different BMI, sex, and age levels. Mediating analysis was used to assess the risk of depression in people with obesity -mediated diabetes. In addition, the non-linear relationship between BMI and depression at different factor levels was evaluated using restricted cubic strips (RCS). Results: Diabetes was significantly associated with depression in obesity, especially for female (OR: 1.45, 95 % CI: 1.20-1.75, P < 0.001) and young (60 years old) (OR: 2.03, 95 % CI: 1.31-3.15, P = 0.002). Mediating analysis showed that obesity explained 28.6 % of the risk of depression in people with diabetes. The RCS curve further confirms the non-linear relationship between BMI and depression risk, that is, regardless of age, sex, and diabetes, the risk of depression increases with BMI. At the same BMI level, diabetes, youth (age < 60) and women have a higher risk of depression. Conclusions: There is a significant correlation between diabetes and depression, and obesity as a mediating variable mediates the correlation between diabetes and depression. Especially in obese, young (age < 60) and women, the phenomenon is more pronounced.
引用
收藏
页码:977 / 982
页数:6
相关论文
共 50 条
[41]   Type 2 diabetes, obesity, and risk of amyotrophic lateral sclerosis: A population-based cohort study [J].
Skajaa, Nils ;
Riahi, Emil Bjerregaard ;
Szepligeti, Szimonetta Komjathine ;
Horvath-Puho, Erzsebet ;
Sorensen, Trine Toft ;
Henderson, Victor W. ;
Sorensen, Henrik Toft .
BRAIN AND BEHAVIOR, 2023, 13 (06)
[42]   Cancers Attributable to Overweight and Obesity From 2012 to 2014 in Nigeria: A Population-Based Cancer Registry Study [J].
Odutola, Michael K. ;
Olukomogbon, Temitope ;
Igbinoba, Festus ;
Otu, Theresa, I ;
Ezeome, Emmanuel ;
Hassan, Ramatu ;
Jedy-Agba, Elima ;
Adebamowo, Sally N. .
FRONTIERS IN ONCOLOGY, 2019, 9
[43]   Prevalence of atherosclerosis in individuals with prediabetes and diabetes compared to normoglycaemic individuals—a Swedish population-based study [J].
Carl Johan Östgren ;
Julia Otten ;
Karin Festin ;
Oskar Angerås ;
Göran Bergström ;
Kerstin Cederlund ;
Gunnar Engström ;
Maria J. Eriksson ;
Mats Eriksson ;
Tove Fall ;
Anders Gummesson ;
Emil Hagström ;
Urban Hellman ;
Stefan K. James ;
Tomas Jernberg ;
Johan Kihlberg ;
David Kylhammar ;
Hanna Markstad ;
Peter Nilsson ;
Anders Persson ;
Margaretha Persson ;
Carlo Pirazzi ;
Rebecka Renklint ;
Annika Rosengren ;
Stefan Söderberg ;
Johan Sundström .
Cardiovascular Diabetology, 22
[44]   Prevalence and incidence of diagnosed depression disorders in patients with diabetes: a national population-based cohort study [J].
Huang, Chun-Jen ;
Lin, Ching-Hua ;
Lee, Mei-Hsuan ;
Chang, Kao-Ping ;
Chiu, Herng-Chia .
GENERAL HOSPITAL PSYCHIATRY, 2012, 34 (03) :242-248
[45]   The mediating role of depression in the association between socioeconomic status and cardiovascular disease: A nationwide cross-sectional study from NHANES 2005-2018 [J].
Hua, Jinghai ;
Shen, Ruihuan ;
Guo, Xuantong ;
Yu, Ling ;
Qiu, Minzi ;
Ma, Lihong ;
Peng, Xiaoping .
JOURNAL OF AFFECTIVE DISORDERS, 2024, 366 :466-473
[46]   Association of Brain-Derived Neurotrophic Factor and Vitamin D with Depression and Obesity: A Population-Based Study [J].
Goltz, Annemarie ;
Janowitz, Deborah ;
Hannemann, Anke ;
Nauck, Matthias ;
Hoffmann, Johanna ;
Seyfart, Tom ;
Voelzke, Henry ;
Terock, Jan ;
Grabe, Hans Joergen .
NEUROPSYCHOBIOLOGY, 2018, 76 (04) :171-181
[47]   Prevalence of smoking in Sudanese individuals with diabetes and associated complications: Population-based study [J].
Awadalla, Heitham ;
Almobarak, Ahmed O. ;
Ahmed, Mohamed H. .
DIABETES & METABOLIC SYNDROME-CLINICAL RESEARCH & REVIEWS, 2018, 12 (05) :749-751
[48]   Factors Associated with Depression, Anxiety, and Stress in Men and Women: Findings from a Population-Based Study in Iran [J].
Mehrabi, Fahimeh ;
Amiri, Parisa ;
Naseri, Parisa ;
Azizi, Fereidoun .
ARCHIVES OF IRANIAN MEDICINE, 2022, 25 (08) :533-541
[49]   Are normoglycaemic individuals at risk of depression? The depression-dysglycaemic phenotype from a European population-based cross-sectional study [J].
Cuschieri, Sarah ;
Mamo, Julian .
ARCHIVES OF PUBLIC HEALTH, 2020, 78 (01)
[50]   Are normoglycaemic individuals at risk of depression? The depression-dysglycaemic phenotype from a European population-based cross-sectional study [J].
Sarah Cuschieri ;
Julian Mamo .
Archives of Public Health, 78