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. Lancet. 2024;403:2133-61.
2. Seighali N, Abdollahi A, Shafiee A, et al. 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 Psychiatry. 2024;24:105.
3. Kim S, Hwang J, Lee JH, et al. 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 Pediatr. 2024;20:1003-16.
4. Vindegaard N, Benros ME. COVID-19 pandemic and mental health consequences: systematic review of the current evidence. Brain Behav Immun. 2020;89:531-42.
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.
6. Ettman CK, Abdalla SM, Cohen GH, Sampson L, Vivier PM, Galea S. Prevalence of depression symptoms in US adults before and during the COVID-19 pandemic. JAMA Netw Open. 2020;3:e2019686.
7. Fernandez-de-Las-Peñas C, Notarte KI, Macasaet R, et al. Persistence of post-COVID symptoms in the general population two years after SARS-CoV-2 infection: a systematic review and meta-analysis. J Infect. 2024;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. Lancet. 2024;403:1027-50.
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. Lancet. 2021;398:957-80.
12. Moussa OM, Ardissino M, Kulatilake P, et al. Effect of body mass index on depression in a UK cohort of 363 037 obese patients: a longitudinal analysis of transition. Clin Obes. 2019;9:e12305.
13. Wiltink J, Michal M, Wild PS, et al. Associations between depression and different measures of obesity (BMI, WC, WHtR, WHR). BMC Psychiatry. 2013;13:223.
14. Zhou J, Zeng Z, He L, et al. The association of depressive symptoms with adverse clinical outcomes in hypertension: data from SPRINT randomized trail. J Affect Disord. 2024;359:59-69.
15. Yu J, Fei K, Fox A, Negron R, Horowitz C. Stress eating and sleep disturbance as mediators in the relationship between depression and obesity in low-income, minority women. Obes Res Clin Pract. 2016;10:283-90.
16. Michels N. Poor mental health is related to excess weight via lifestyle: a cross-sectional gender- and age-dependent mediation analysis. Nutrients. 2021;13:406.
17. Konttinen H, Silventoinen K, Sarlio-Lähteenkorva S, Männistö S, Haukkala A. Emotional eating and physical activity self-efficacy as pathways in the association between depressive symptoms and adiposity indicators. Am J Clin Nutr. 2010;92:1031-9.
18. Premraj L, Kannapadi NV, Briggs J, et al. Mid and long-term neurological and neuropsychiatric manifestations of post-COVID-19 syndrome: a meta-analysis. J Neurol Sci. 2022;434:120162.
19. Jaywant A, Gunning FM, Oberlin LE, et al. Cognitive symptoms of post-COVID-19 condition and daily functioning. JAMA Netw Open. 2024;7:e2356098.
20. Tison GH, Avram R, Kuhar P, et al. Worldwide effect of COVID-19 on physical activity: a descriptive study. Ann Intern Med. 2020;173:767-70.
21. Nyenhuis SM, Greiwe J, Zeiger JS, Nanda A, Cooke A. Exercise and fitness in the age of social distancing during the COVID-19 pandemic. J Allergy Clin Immunol Pract. 2020;8:2152-5.
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.
24. Ainsworth BE, Haskell WL, Leon AS, et al. Compendium of physical activities: classification of energy costs of human physical activities. Med Sci Sports Exerc. 1993;25:71-80.
25. Ainsworth BE, Haskell WL, Herrmann SD, et al. 2011 compendium of physical activities: a second update of codes and MET values. Med Sci Sports Exerc. 2011;43:1575-81.
26. Deng J, Zhou F, Hou W, et al. The prevalence of depression, anxiety, and sleep disturbances in COVID-19 patients: a meta-analysis. Ann N Y Acad Sci. 2021;1486:90-111.
27. Liu H, Tao TJ, Chan SKY, et al. 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 Med. 2024;22:49.
28. Ceolin C, Limongi F, Siviero P, et al. 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 Health. 2024;21:583.
29. Amo C, Almansour N, 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 Health. 2022;19:11230.
30. Zhou Y, Kivimäki M, Lim CCW, et al. Bidirectional associations between cardiometabolic multimorbidity and depression and mediation of lifestyles: a multicohort study. JACC Asia. 2024;4:657-71.
31. Qin H, Hu G, Liang Z, et al. 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 Res. 2024;335:115863.
32. Ma W, Yan Z, Wu W, Li D, Zheng S, Lyu J. Dose-response association of waist-to-height ratio plus BMI and risk of depression: evidence from the NHANES 05-16. Int J Gen Med. 2021;14:1283-91.
33. Chrzastek Z, Guligowska A, Soltysik B, et al. Association of lower nutritional status and education level with the severity of depression symptoms in older adults-a cross sectional survey. Nutrients. 2021;13:515.
34. Wang Y, Zhang X, Li Y, et al. Predicting depressive symptom by cardiometabolic indicators in mid-aged and older adults in China: a population-based cross-sectional study. Front Psychiatry. 2023;14:1153316.
35. Liao W, Luo Z, Hou Y, et al. Age and gender specific association between obesity and depressive symptoms: a large-scale cross-sectional study. BMC Public Health. 2020;20:1565.
36. Hong GW, Hong SM. Relationships among body mass index, body image, and depression in Korean adults: Korea atouey 2014 and 2016. J Obes Metab Syndr. 2019;28:61-8.
37. Hach I, Ruhl UE, Klotsche J, Klose M, Jacobi F. Associations between waist circumference and depressive disorders. J Affect Disord. 2006;92:305-8.
38. Milaneschi Y, Simmons WK, van Rossum EFC, Penninx BW. Depression and obesity: evidence of shared biological mechanisms. Mol Psychiatry. 2019;24:18-33.
39. Fu X, Wang Y, Zhao F, et al. Shared biological mechanisms of depression and obesity: focus on adipokines and lipokines. Aging. 2023;15:5917-50.
40. Geraets AF, Köhler S, Schram MT. Vascular and metabolic risk factors of late-life depression. Vessel Plus. 2022;6:19.
41. Fatade YA, Dave EK, Vatsa N, et al. Obesity and diabetes in heart disease in women. Metab Target Organ Damage. 2024;4:22.
42. Rubino F, Cummings DE, Eckel RH, et al. Definition and diagnostic criteria of clinical obesity. Lancet Diabetes Endocrinol. 2025;13:221-62.
43. Farhadi A, Javadian H, Vahedparast H, et al. Association between depression and blood pressure in community-dwelling older adults: focus on Bushehr elderly health (BEH) program. BMC Public Health. 2023;23:1565.
44. Lenoir H, Lacombe JM, Dufouil C, et al. Relationship between blood pressure and depression in the elderly. The Three-City study. J Hypertens. 2008;26:1765-72.
45. Hildrum B, Mykletun A, Stordal E, Bjelland I, Dahl AA, Holmen J. Association of low blood pressure with anxiety and depression: the Nord-Trøndelag health study. J Epidemiol Community Health. 2007;61:53-8.
46. Ng TP, Feng L, Niti M, Yap KB. Low blood pressure and depressive symptoms among Chinese older subjects: a population-based study. Am J Med. 2010;123:342-9.
47. Licht CM, de Geus EJ, Seldenrijk A, et al. Depression is associated with decreased blood pressure, but antidepressant use increases the risk for hypertension. Hypertension. 2009;53:631-8.
48. Hammerton G, Harold G, Thapar A, Thapar A. Depression and blood pressure in high-risk children and adolescents: an investigation using two longitudinal cohorts. BMJ Open. 2013;3:e003206.
49. Roane SJ, Pössel P, Mitchell AM, Eaton WW. Associations of depression status and hopelessness with blood pressure: a 24-year follow-up study. Psychol Health Med. 2017;22:761-71.
50. Zhang H, Xu Y, Xu Y. Association of diastolic and systolic blood pressure with depression: a cross-sectional study from NHANES 2005-2018. Front Psychiatry. 2024;15:1433990.
51. Olive LS, Abhayaratna WP, Byrne D, Telford RM, Berk M, Telford RD. Depression, stress and vascular function from childhood to adolescence: a longitudinal investigation. Gen Hosp Psychiatry. 2020;62:6-12.
52. Alhawari H, AlShelleh S, Alhawari H, et al. Hypertension and depression among medical students: is there an association? Heliyon. 2022;8:e12319.
53. Cukrowicz KC, Jahn DR, Hall J, O’Bryant S. Psychological symptoms and blood pressure among rural-dwellers. J Health Psychol. 2012;17:1203-11.
54. Darling AM, Young BE, Skow RJ, et al. Sympathetic and blood pressure reactivity in young adults with major depressive disorder. J Affect Disord. 2024;361:322-32.
55. Gong S, Deng F. Renin-angiotensin system: the underlying mechanisms and promising therapeutical target for depression and anxiety. Front Immunol. 2022;13:1053136.
56. Itani O, Jike M, Watanabe N, Kaneita Y. Short sleep duration and health outcomes: a systematic review, meta-analysis, and meta-regression. Sleep Med. 2017;32:246-56.
57. Trudel X, Brisson C, Gilbert-Ouimet M, Vézina M, Talbot D, Milot A. Long working hours and the prevalence of masked and sustained hypertension. Hypertension. 2020;75:532-8.
58. Artazcoz L, Cortès I, Borrell C, Escribà-Agüir V, Cascant L. Gender perspective in the analysis of the relationship between long workhours, health and health-related behavior. Scand J Work Environ Health. 2007;33:344-50.
59. Zhu Y, Liu J, Jiang H, et al. Are long working hours associated with weight-related outcomes? Obes Rev. 2020;21:e12977.
