Predicting depressive symptom by cardiometabolic indicators in mid-aged and older adults in China: a population-based cross-sectional study

被引:22
作者
Wang, Ying [1 ]
Zhang, Xiaoyun [1 ]
Li, Yuqing [1 ]
Gui, Jiaofeng [1 ]
Mei, Yujin [1 ]
Yang, Xue [1 ]
Liu, Haiyang [2 ]
Guo, Lei-lei [3 ]
Li, Jinlong [4 ]
Lei, Yunxiao [5 ]
Li, Xiaoping [6 ]
Sun, Lu [6 ]
Yang, Liu [7 ]
Yuan, Ting [5 ]
Wang, Congzhi [7 ]
Zhang, Dongmei [8 ]
Li, Jing [9 ]
Liu, Mingming [9 ]
Hua, Ying [10 ]
Zhang, Lin [7 ]
机构
[1] Wannan Med Coll, Dept Grad Sch, Wuhu, An Hui, Peoples R China
[2] Wannan Med Coll, Student Hlth Ctr, Wuhu, An Hui, Peoples R China
[3] Jinzhou Med Univ, Sch Nursing, Dept Surg Nursing, Jinzhou, Liaoning, Peoples R China
[4] North China Univ Sci & Technol, Sch Publ Hlth, Dept Occupat & Environm Hlth, Key Lab Occupat Hlth & Safety Coal Ind Hebei Prov, Tangshan, Hebei, Peoples R China
[5] Wannan Med Coll, Sch Nursing, Obstet & Gynecol Nursing, Wuhu, An Hui, Peoples R China
[6] Wannan Med Coll, Sch Nursing, Dept Emergency & Crit Care Nursing, Wuhu, An Hui, Peoples R China
[7] Wannan Med Coll, Sch Nursing, Dept Internal Med Nursing, Wuhu, An Hui, Peoples R China
[8] Wannan Med Coll, Sch Nursing, Dept Pediat Nursing, Wuhu, An Hui, Peoples R China
[9] Wannan Med Coll, Sch Nursing, Dept Surg Nursing, Wuhu, An Hui, Peoples R China
[10] Wanna Med Coll, Sch Nursing, Rehabil Nursing, Wuhu, An Hui, Peoples R China
基金
中国国家自然科学基金;
关键词
depressive symptom; cross-sectional study; cardiometabolic indicators; middle-aged and older adults; obesity; BODY-MASS INDEX; VISCERAL ADIPOSITY INDEX; WAIST CIRCUMFERENCE; OBESITY; ASSOCIATION; HEALTH; RISK; BMI; FAT; METAANALYSIS;
D O I
10.3389/fpsyt.2023.1153316
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
ObjectiveDepressive symptom is a serious mental illness often accompanied by physical and emotional problems. The prevalence of depressive symptom in older adults has become an increasingly important public health priority. Our study used cardiometabolic indicators to predict depressive symptom in middle-aged and older adults in China. MethodsThe data came from the China Health and Retirement Longitudinal Study 2011 (CHARLS2011), which was a cross-sectional study. The analytic sample included 8,942 participants aged 45 years or above. The study evaluated the relationship between cardiometabolic indicators and depression by measuring 13 indicators, including body mass index (BMI), waist circumference, waist-height ratio (WHtR), conicity index, visceral adiposity index (VAI), Chinese visceral adiposity index (CVAI), lipid accumulation product (LAP), a body shape index (ABSI), body roundness index (BRI), triglyceride glucose index (TyG-index) and its correlation index (TyG-BMI, TyG-waist circumference, TyG-WHtR). Binary logistic regression analysis was used to examine the association between thirteen cardiometabolic indicators and depressive symptom. In addition, the receiver operating characteristic (ROC) curve analysis and area under curve (AUC) were used to evaluate the predictive anthropometric index and to determine the optimum cut-off value. ResultsThe study included 8,942 participants, of whom 4,146 (46.37%) and 4,796 (53.63%) were male and female. The prevalence of depressive symptom in mid-aged and older adults in China was 41.12% in males and 55.05% in females. The results revealed that BMI [AUC = 0.440, 95%CI: 0.422-0.457], waist circumference [AUC = 0.443, 95%CI: 0.425-0.460], WHtR [AUC = 0.459, 95%CI: 0.441-0.476], LAP [AUC = 0.455, 95%CI: 0.437-0.472], BRI [AUC = 0.459, 95%CI: 0.441-0.476], CVAI [AUC = 0.449, 95%CI: 0.432-0.467], TyG-BMI [AUC = 0.447, 95%CI: 0.429-0.465], and TyG-waist circumference [AUC =0.452, 95%CI: 0.434-0.470] were weak predictors of depressive symptom (p < 0.05) in males. In females, BMI [AUC = 0.470, 95%CI: 0.453-0.486], LAP [AUC = 0.484, 95%CI: 0.467-0.500], TyG-BMI [AUC = 0.470, 95%CI: 0.454-0.487], and TyG-waist circumference [AUC =0.481, 95%CI: 0.465-0.498] were weak predictors of depressive symptom (p < 0.05). On the other side, VAI, ABSI, conicity index and TyG index could not predict depressive symptom in middle-aged and older adults. ConclusionMost cardiometabolic indicators have important value in predicting depressive symptom. Our results can provide measures for the early identification of depressive symptom in middle-aged and older adults in China to reduce the prevalence of depressive symptom and improve health.
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页数:15
相关论文
共 79 条
[31]   A New Body Shape Index Predicts Mortality Hazard Independently of Body Mass Index [J].
Krakauer, Nir Y. ;
Krakauer, Jesse C. .
PLOS ONE, 2012, 7 (07)
[32]   Multiple indexes of lipid availability are independently related to whole body insulin action in healthy humans [J].
Kriketos, AD ;
Furler, SM ;
Gan, SK ;
Poynten, AM ;
Chisholm, DJ ;
Campbell, LV .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2003, 88 (02) :793-798
[33]   Biological Sex Differences in Depression: A Systematic Review [J].
Labaka, Ainitze ;
Goni-Balentziaga, Olatz ;
Lebena, Andrea ;
Perez-Tejada, Joana .
BIOLOGICAL RESEARCH FOR NURSING, 2018, 20 (04) :383-392
[34]   The association between insulin resistance and depression in the Korean general population [J].
Lee, Jae-Hon ;
Park, Sung Keun ;
Ryoo, Jae-Hong ;
Oh, Chang-Mo ;
Mansur, Rodrigo B. ;
Alfonsi, Jeffrey E. ;
Cha, Danielle S. ;
Lee, Yena ;
McIntyre, Roger S. ;
Jung, Ju Young .
JOURNAL OF AFFECTIVE DISORDERS, 2017, 208 :553-559
[35]   Visceral Adiposity Index Is a Measure of the Likelihood of Developing Depression Among Adults in the United States [J].
Lei, Jun ;
Luo, Yaoyue ;
Xie, Yude ;
Wang, Xiaoju .
FRONTIERS IN PSYCHOLOGY, 2022, 13
[36]   Gender differences and determinants of late-life depression in China: A cross-sectional study based on CHARLS [J].
Li, Huijun ;
Liu, Xiaoling ;
Zheng, Qingyong ;
Zeng, Siyuan ;
Luo, Xiaofeng .
JOURNAL OF AFFECTIVE DISORDERS, 2022, 309 :178-185
[37]   Age and gender specific association between obesity and depressive symptoms: a large-scale cross-sectional study [J].
Liao, Wei ;
Luo, Zhicheng ;
Hou, Yitan ;
Cui, Ningning ;
Liu, Xiaotian ;
Huo, Wenqian ;
Wang, Fang ;
Wang, Chongjian .
BMC PUBLIC HEALTH, 2020, 20 (01)
[38]   The mediating role of psychological capital on the association between occupational stress and depressive symptoms among Chinese physicians: a cross-sectional study [J].
Liu, Li ;
Chang, Ying ;
Fu, Jialiang ;
Wang, Jiana ;
Wang, Lie .
BMC PUBLIC HEALTH, 2012, 12
[39]   A Body Shape Index and Body Roundness Index in Relation to Anxiety, Depression, and Psychological Distress in Adults [J].
Lotfi, Keyhan ;
Keshteli, Ammar Hassanzadeh ;
Saneei, Parvane ;
Afshar, Hamid ;
Esmaillzadeh, Ahmad ;
Adibi, Peyman .
FRONTIERS IN NUTRITION, 2022, 9
[40]   Dose-Response Association of Waist-to-Height Ratio Plus BMI and Risk of Depression: Evidence from the NHANES 05-16 [J].
Ma, Wen ;
Yan, Zhengwei ;
Wu, Wentao ;
Li, Daning ;
Zheng, Shuai ;
Lyu, Jun .
INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2021, 14 :1283-1291