Lifestyle factors as mediators in the relationship between depression, obesity, and blood pressure in the post-pandemic era

Sheng-Hao Zuo , Chen-Yang Liu , Rui-Yu Wang , Gui-Lin Hu , Yue Sun , Ming-Ke Chang , Zi-Yue Man , Hao Jia , Teng Zhang , Ming-Fei Du , Xi Zhang , Yang Wang , Jian-Jun Mu

Metabolism and Target Organ Damage ›› 2025, Vol. 5 ›› Issue (3) : 39

PDF
Metabolism and Target Organ Damage ›› 2025, Vol. 5 ›› Issue (3) :39 DOI: 10.20517/mtod.2025.11
Original Article

Lifestyle factors as mediators in the relationship between depression, obesity, and blood pressure in the post-pandemic era

Author information +
History +
PDF

Abstract

Aim: The post-COVID-19 pandemic era has witnessed changes in psychological states and lifestyles. This study aims to explore the associations between depression, obesity, and hypertension, and further assess the mediating effects of lifestyle factors such as sleep duration, working hours, and physical activity on these disease relationships.

Methods: Using data from the National Health and Nutrition Examination Survey (NHANES) from 2005 to 2023, we calculated long-term trends in depression, sleep duration, working hours, metabolic equivalent of exercise, obesity, and blood pressure. Data from 42,395 (sleep duration), 23,101 (working hours), and 20,435 participants (physical activity) were used to evaluate the relationships between lifestyle factors, depression, obesity, and blood pressure.

Results: Between 2021 and 2023, the average depression score in the U.S. increased to 4.13 (4.74), with prevalence rising to 13.2%. Over the past 18 years, national body mass index (BMI), waist circumference (WC), waist-to-height ratio (WHtR), and sleep duration increased (P < 0.001), while working hours decreased (P < 0.001) and physical activity declined post-pandemic (P < 0.001). Depression was positively correlated with BMI, WC, WHtR, and diastolic blood pressure (DBP) (P < 0.0001), and negatively correlated with systolic blood pressure, sleep duration, and physical activity (P < 0.0001). Sleep duration and physical activity mediated 1.72%-4.52% and 9.28%-14.79%, respectively, of the positive correlation between depression and obesity. Physical activity mediated 5.49%-9.96% of the positive correlation between depression and DBP. No mediating effect of working hours was found between depression and obesity or blood pressure (P = 0.500-0.936).

Conclusion: In the post-COVID-19 pandemic era, this study advocates for increased attention to lifestyle factors. Moderate extensions in sleep duration, reductions in working hours, and increased physical activity may help alleviate the burdens of depression, obesity, and blood pressure.

Keywords

Depression / lifestyle / sleep duration / worktime / physical activity / obesity / blood pressure / COVID-19

Cite this article

Download citation ▾
Sheng-Hao Zuo, Chen-Yang Liu, Rui-Yu Wang, Gui-Lin Hu, Yue Sun, Ming-Ke Chang, Zi-Yue Man, Hao Jia, Teng Zhang, Ming-Fei Du, Xi Zhang, Yang Wang, Jian-Jun Mu. Lifestyle factors as mediators in the relationship between depression, obesity, and blood pressure in the post-pandemic era. Metabolism and Target Organ Damage, 2025, 5(3): 39 DOI:10.20517/mtod.2025.11

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

2021 Diseases and Injuries Collaborators. Global incidence, prevalence, years lived with disability (YLDs), disability-adjusted life-years (DALYs), and healthy life expectancy (HALE) for 371 diseases and injuries in 204 countries and territories and 811 subnational locations, 1990-2021: a systematic analysis for the Global Burden of Disease Study 2021.Lancet2024;403:2133-61 PMCID:PMC11122111

[2]

Seighali N,Shafiee A.The global prevalence of depression, anxiety, and sleep disorder among patients coping with Post COVID-19 syndrome (long COVID): a systematic review and meta-analysis.BMC Psychiatry2024;24:105 PMCID:PMC10848453

[3]

Kim S,Lee JH.Psychosocial alterations during the COVID-19 pandemic and the global burden of anxiety and major depressive disorders in adolescents, 1990-2021: challenges in mental health amid socioeconomic disparities.World J Pediatr2024;20:1003-16

[4]

Vindegaard N.COVID-19 pandemic and mental health consequences: systematic review of the current evidence.Brain Behav Immun2020;89:531-42 PMCID:PMC7260522

[5]

Mazza MG, De Lorenzo R, Conte C, et al; COVID-19 BioB Outpatient Clinic Study group. Anxiety and depression in COVID-19 survivors: role of inflammatory and clinical predictors. Brain Behav Immun. 2020;89:594-600. PMCID:PMC7390748

[6]

Ettman CK,Cohen GH,Vivier PM.Prevalence of depression symptoms in US adults before and during the COVID-19 pandemic.JAMA Netw Open2020;3:e2019686 PMCID:PMC7489837

[7]

Fernandez-de-Las-Peñas C,Macasaet R.Persistence of post-COVID symptoms in the general population two years after SARS-CoV-2 infection: a systematic review and meta-analysis.J Infect2024;88:77-88

[8]

Koskinas KC, Van Craenenbroeck EM, Antoniades C, et al; ESC Scientific Document Group. Obesity and cardiovascular disease: an ESC clinical consensus statement. Eur Heart J. 2024;45:4063-98.

[9]

NCD Risk Factor Collaboration (NCD-RisC). Worldwide trends in underweight and obesity from 1990 to 2022: a pooled analysis of 3663 population-representative studies with 222 million children, adolescents, and adults.Lancet2024;403:1027-50 PMCID:PMC7615769

[10]

McEvoy JW, McCarthy CP, Bruno RM, et al; ESC Scientific Document Group. 2024 ESC Guidelines for the management of elevated blood pressure and hypertension. Eur Heart J. 2024;45:3912-4018.

[11]

Risk Factor Collaboration (NCD-RisC). Worldwide trends in hypertension prevalence and progress in treatment and control from 1990 to 2019: a pooled analysis of 1201 population-representative studies with 104 million participants.Lancet2021;398:957-80 PMCID:PMC8446938

[12]

Moussa OM,Kulatilake P.Effect of body mass index on depression in a UK cohort of 363 037 obese patients: a longitudinal analysis of transition.Clin Obes2019;9:e12305

[13]

Wiltink J,Wild PS.Associations between depression and different measures of obesity (BMI, WC, WHtR, WHR).BMC Psychiatry2013;13:223 PMCID:PMC3849983

[14]

Zhou J,He L.The association of depressive symptoms with adverse clinical outcomes in hypertension: data from SPRINT randomized trail.J Affect Disord2024;359:59-69

[15]

Yu J,Fox A,Horowitz C.Stress eating and sleep disturbance as mediators in the relationship between depression and obesity in low-income, minority women.Obes Res Clin Pract2016;10:283-90 PMCID:PMC4769965

[16]

Michels N.Poor mental health is related to excess weight via lifestyle: a cross-sectional gender- and age-dependent mediation analysis.Nutrients2021;13:406 PMCID:PMC7912087

[17]

Konttinen H,Sarlio-Lähteenkorva S,Haukkala A.Emotional eating and physical activity self-efficacy as pathways in the association between depressive symptoms and adiposity indicators.Am J Clin Nutr2010;92:1031-9

[18]

Premraj L,Briggs J.Mid and long-term neurological and neuropsychiatric manifestations of post-COVID-19 syndrome: a meta-analysis.J Neurol Sci2022;434:120162 PMCID:PMC8798975

[19]

Jaywant A,Oberlin LE.Cognitive symptoms of post-COVID-19 condition and daily functioning.JAMA Netw Open2024;7:e2356098 PMCID:PMC10867690

[20]

Tison GH,Kuhar P.Worldwide effect of COVID-19 on physical activity: a descriptive study.Ann Intern Med2020;173:767-70 PMCID:PMC7384265

[21]

Nyenhuis SM,Zeiger JS,Cooke A.Exercise and fitness in the age of social distancing during the COVID-19 pandemic.J Allergy Clin Immunol Pract2020;8:2152-5 PMCID:PMC7187829

[22]

Prevention CfDCa. NHANES survey methods and analytic guidelines. Available https://wwwn.cdc.gov/nchs/nhanes/analyticguidelines.aspx. [Last accessed on 11 Aug 2025].

[23]

Levis B, Benedetti A, Thombs BD; DEPRESsion Screening Data (DEPRESSD) Collaboration. Accuracy of patient health questionnaire-9 (PHQ-9) for screening to detect major depression: individual participant data meta-analysis. BMJ. 2019;365:l1476. PMCID:PMC6454318

[24]

Ainsworth BE,Leon AS.Compendium of physical activities: classification of energy costs of human physical activities.Med Sci Sports Exerc1993;25:71-80

[25]

Ainsworth BE,Herrmann SD.2011 compendium of physical activities: a second update of codes and MET values.Med Sci Sports Exerc2011;43:1575-81

[26]

Deng J,Hou W.The prevalence of depression, anxiety, and sleep disturbances in COVID-19 patients: a meta-analysis.Ann N Y Acad Sci2021;1486:90-111 PMCID:PMC7675607

[27]

Liu H,Chan SKY.Daily routine disruptions and psychiatric symptoms amid COVID-19: a systematic review and meta-analysis of data from 0.9 million individuals in 32 countries.BMC Med2024;22:49 PMCID:PMC10835995

[28]

Ceolin C,Siviero P.Changes in sleep duration and sleep timing in the general population from before to during the first COVID-19 lockdown: a systematic review and meta-analysis.Int J Environ Res Public Health2024;21:583 PMCID:PMC11121433

[29]

Amo C,Harvey IS.Physical activity and mental health declined during the time of the COVID-19 pandemic: a narrative literature review.Int J Environ Res Public Health2022;19:11230 PMCID:PMC9517396

[30]

Zhou Y,Lim CCW.Bidirectional associations between cardiometabolic multimorbidity and depression and mediation of lifestyles: a multicohort study.JACC Asia2024;4:657-71 PMCID:PMC11450941

[31]

Qin H,Liang Z.Association of longitudinal trajectories of general and abdominal adiposity during middle age with mental health and well-being in late life: a prospective analysis.Psychiatry Res2024;335:115863

[32]

Ma W,Wu W,Zheng S.Dose-response association of waist-to-height ratio plus BMI and risk of depression: evidence from the NHANES 05-16.Int J Gen Med2021;14:1283-91 PMCID:PMC8055360

[33]

Chrzastek Z,Soltysik B.Association of lower nutritional status and education level with the severity of depression symptoms in older adults-a cross sectional survey.Nutrients2021;13:515 PMCID:PMC7914802

[34]

Wang Y,Li Y.Predicting depressive symptom by cardiometabolic indicators in mid-aged and older adults in China: a population-based cross-sectional study.Front Psychiatry2023;14:1153316 PMCID:PMC10282944

[35]

Liao W,Hou Y.Age and gender specific association between obesity and depressive symptoms: a large-scale cross-sectional study.BMC Public Health2020;20:1565 PMCID:PMC7568408

[36]

Hong GW.Relationships among body mass index, body image, and depression in Korean adults: Korea atouey 2014 and 2016.J Obes Metab Syndr2019;28:61-8 PMCID:PMC6484942

[37]

Hach I,Klotsche J,Jacobi F.Associations between waist circumference and depressive disorders.J Affect Disord2006;92:305-8

[38]

Milaneschi Y,van Rossum EFC.Depression and obesity: evidence of shared biological mechanisms.Mol Psychiatry2019;24:18-33

[39]

Fu X,Zhao F.Shared biological mechanisms of depression and obesity: focus on adipokines and lipokines.Aging2023;15:5917-50 PMCID:PMC10333059

[40]

Geraets AF,Schram MT.Vascular and metabolic risk factors of late-life depression.Vessel Plus2022;6:19

[41]

Fatade YA,Vatsa N.Obesity and diabetes in heart disease in women.Metab Target Organ Damage2024;4:22

[42]

Rubino F,Eckel RH.Definition and diagnostic criteria of clinical obesity.Lancet Diabetes Endocrinol2025;13:221-62 PMCID:PMC11870235

[43]

Farhadi A,Vahedparast H.Association between depression and blood pressure in community-dwelling older adults: focus on Bushehr elderly health (BEH) program.BMC Public Health2023;23:1565 PMCID:PMC10436588

[44]

Lenoir H,Dufouil C.Relationship between blood pressure and depression in the elderly. The Three-City study.J Hypertens2008;26:1765-72

[45]

Hildrum B,Stordal E,Dahl AA.Association of low blood pressure with anxiety and depression: the Nord-Trøndelag health study.J Epidemiol Community Health2007;61:53-8 PMCID:PMC2465598

[46]

Ng TP,Niti M.Low blood pressure and depressive symptoms among Chinese older subjects: a population-based study.Am J Med2010;123:342-9

[47]

Licht CM,Seldenrijk A.Depression is associated with decreased blood pressure, but antidepressant use increases the risk for hypertension.Hypertension2009;53:631-8

[48]

Hammerton G,Thapar A.Depression and blood pressure in high-risk children and adolescents: an investigation using two longitudinal cohorts.BMJ Open2013;3:e003206 PMCID:PMC3787406

[49]

Roane SJ,Mitchell AM.Associations of depression status and hopelessness with blood pressure: a 24-year follow-up study.Psychol Health Med2017;22:761-71 PMCID:PMC9004700

[50]

Zhang H,Xu Y.Association of diastolic and systolic blood pressure with depression: a cross-sectional study from NHANES 2005-2018.Front Psychiatry2024;15:1433990 PMCID:PMC11442334

[51]

Olive LS,Byrne D,Berk M.Depression, stress and vascular function from childhood to adolescence: a longitudinal investigation.Gen Hosp Psychiatry2020;62:6-12

[52]

Alhawari H,Alhawari H.Hypertension and depression among medical students: is there an association?.Heliyon2022;8:e12319 PMCID:PMC9792731

[53]

Cukrowicz KC,Hall J.Psychological symptoms and blood pressure among rural-dwellers.J Health Psychol2012;17:1203-11

[54]

Darling AM,Skow RJ.Sympathetic and blood pressure reactivity in young adults with major depressive disorder.J Affect Disord2024;361:322-32 PMCID:PMC11875015

[55]

Gong S.Renin-angiotensin system: the underlying mechanisms and promising therapeutical target for depression and anxiety.Front Immunol2022;13:1053136 PMCID:PMC9902382

[56]

Itani O,Watanabe N.Short sleep duration and health outcomes: a systematic review, meta-analysis, and meta-regression.Sleep Med2017;32:246-56

[57]

Trudel X,Gilbert-Ouimet M,Talbot D.Long working hours and the prevalence of masked and sustained hypertension.Hypertension2020;75:532-8

[58]

Artazcoz L,Borrell C,Cascant L.Gender perspective in the analysis of the relationship between long workhours, health and health-related behavior.Scand J Work Environ Health2007;33:344-50

[59]

Zhu Y,Jiang H.Are long working hours associated with weight-related outcomes?.Obes Rev2020;21:e12977

[60]

Hallgren M,Tee FY,Forsell Y.Somebody to lean on: social relationships predict post-treatment depression severity in adults.Psychiatry Res2017;249:261-7

AI Summary AI Mindmap
PDF

134

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/