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Open Access 01-12-2023 | Research

Childhood socioeconomic position and cardiometabolic risk in young adulthood- the impact of mental health

Authors: Mia Klinkvort Kempel, Trine Nøhr Winding, Morten Böttcher, Stefan Nygaard Hansen, Johan Hviid Andersen

Published in: BMC Public Health | Issue 1/2023

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Abstract

Background

Low socioeconomic position in childhood is associated with greater cardiometabolic disease risk later in life. The aim of the current study is to examine the mediating impact of mental health on the association between childhood socioeconomic position and cardiometabolic disease risk in young adulthood.

Methods

We used a combination of national registers, longitudinal questionnaire-data and clinical measurements from a sub-sample (N = 259) of a Danish youth cohort. Childhood socioeconomic position was indicated by the educational level of the mother and the father at age 14. Mental health was measured by four different symptom scales at four age-points (age 15, 18, 21 and 28), and combined into one global score. Cardiometabolic disease risk was measured by nine biomarkers at age 28–30 and combined into one global score by sample-specific z-scores. We conducted analyses within the causal inference framework and evaluated the associations using nested counterfactuals.

Results

We found an inverse association between childhood socioeconomic position and cardiometabolic disease risk in young adulthood. The proportion of the association which was mediated by mental health was 10 (95% CI: -4; 24) % and 12 (95% CI: -4; 28) % using educational level of the mother and the father as indicator, respectively.

Conclusions

Accumulated poorer mental health in childhood, youth and early adulthood partially explained the association between low childhood socioeconomic position and increased cardiometabolic disease risk in young adulthood. The results of the causal inference analyses rely on the underlying assumptions and correct depiction of the DAG. Since these are not all testable, we cannot exclude violations that potentially could bias the estimates. If the findings can be replicated, this would support a causal relationship and direct potentials for intervention. However, the findings point to a potential for intervention in young age in order to impede the translation of childhood social stratification into later cardiometabolic disease risk disparities.
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Literature
1.
go back to reference Kaplan GA, Keil JE. Socioeconomic factors and cardiovascular disease: a review of the literature. Circulation. 1993;88(4 Pt 1):1973–98.CrossRefPubMed Kaplan GA, Keil JE. Socioeconomic factors and cardiovascular disease: a review of the literature. Circulation. 1993;88(4 Pt 1):1973–98.CrossRefPubMed
4.
go back to reference Galobardes B, Smith GD, Lynch JW. Systematic review of the influence of childhood socioeconomic circumstances on risk for cardiovascular disease in adulthood. Ann Epidemiol. 2006;16(2):91–104. doi: S1047-2797(05)00250-4 [pii].CrossRefPubMed Galobardes B, Smith GD, Lynch JW. Systematic review of the influence of childhood socioeconomic circumstances on risk for cardiovascular disease in adulthood. Ann Epidemiol. 2006;16(2):91–104. doi: S1047-2797(05)00250-4 [pii].CrossRefPubMed
6.
go back to reference Foster HME, Celis-Morales CA, Nicholl BI, Petermann-Rocha F, Pell JP, Gill JMR, et al. The effect of socioeconomic deprivation on the association between an extended measurement of unhealthy lifestyle factors and health outcomes: a prospective analysis of the UK Biobank cohort. The LancetPublic health. 2018;3(12):e576–e85. doi: S2468-2667(18)30200-7 [pii]. Foster HME, Celis-Morales CA, Nicholl BI, Petermann-Rocha F, Pell JP, Gill JMR, et al. The effect of socioeconomic deprivation on the association between an extended measurement of unhealthy lifestyle factors and health outcomes: a prospective analysis of the UK Biobank cohort. The LancetPublic health. 2018;3(12):e576–e85. doi: S2468-2667(18)30200-7 [pii].
9.
go back to reference Pikhart H, Pikhartova J, WHO Health Evidence Network Synthesis Reports. The Relationship Between Psychosocial Risk Factors and Health Outcomes of Chronic Diseases: A Review of the Evidence for Cancer and Cardiovascular Diseases. Copenhagen: WHO Regional Office for Europe Copyright © World Health Organization 2015.; 2015. Pikhart H, Pikhartova J, WHO Health Evidence Network Synthesis Reports. The Relationship Between Psychosocial Risk Factors and Health Outcomes of Chronic Diseases: A Review of the Evidence for Cancer and Cardiovascular Diseases. Copenhagen: WHO Regional Office for Europe Copyright © World Health Organization 2015.; 2015.
13.
go back to reference Crimmins EM, Seeman TE. Integrating Biology into the study of Health Disparities. Popul Dev Rev. 2004;30:89–107. Crimmins EM, Seeman TE. Integrating Biology into the study of Health Disparities. Popul Dev Rev. 2004;30:89–107.
21.
go back to reference Jensen VM, Rasmussen AW. Danish Education Registers. Scand J Public Health. 2011;39(7 Suppl):91 – 4. Epub 2011/08/04. doi: 10.1177/1403494810394715. PubMed PMID: 21775362. Jensen VM, Rasmussen AW. Danish Education Registers. Scand J Public Health. 2011;39(7 Suppl):91 – 4. Epub 2011/08/04. doi: 10.1177/1403494810394715. PubMed PMID: 21775362.
22.
go back to reference Doom JR, Mason SM, Suglia SF, Clark CJ. Pathways between childhood/adolescent adversity, adolescent socioeconomic status, and long-term cardiovascular disease risk in young adulthood. Social science & medicine (1982). 2017;188:166 – 75. doi: S0277-9536(17)30420-3 [pii]. Doom JR, Mason SM, Suglia SF, Clark CJ. Pathways between childhood/adolescent adversity, adolescent socioeconomic status, and long-term cardiovascular disease risk in young adulthood. Social science & medicine (1982). 2017;188:166 – 75. doi: S0277-9536(17)30420-3 [pii].
23.
go back to reference Antonovsky A. Unraveling the mystery of health: How people manage stress and stay well. San Francisco, CA, US: Jossey-Bass; 1987. xx, 218-xx, p. Antonovsky A. Unraveling the mystery of health: How people manage stress and stay well. San Francisco, CA, US: Jossey-Bass; 1987. xx, 218-xx, p.
24.
go back to reference Rosenberg M. Society and the adolescent self-image. Princeton University Press; 2015. Rosenberg M. Society and the adolescent self-image. Princeton University Press; 2015.
26.
go back to reference Cohen S, Kamarck T, Mermelstein R. A global measure of perceived stress. J Health Soc Behav. 1983;24(4):385–96. Epub 1983/12/01. PubMed PMID: 6668417.CrossRefPubMed Cohen S, Kamarck T, Mermelstein R. A global measure of perceived stress. J Health Soc Behav. 1983;24(4):385–96. Epub 1983/12/01. PubMed PMID: 6668417.CrossRefPubMed
28.
go back to reference Blumenshine P, Egerter S, Barclay CJ, Cubbin C, Braveman PA. Socioeconomic disparities in adverse birth outcomes: a systematic review. Am J Prev Med. 2010;39(3):263–72. PubMed PMID: 20709259.CrossRefPubMed Blumenshine P, Egerter S, Barclay CJ, Cubbin C, Braveman PA. Socioeconomic disparities in adverse birth outcomes: a systematic review. Am J Prev Med. 2010;39(3):263–72. PubMed PMID: 20709259.CrossRefPubMed
32.
go back to reference Martins J, Costa J, Sarmento H, Marques A, Farias C, Onofre M, et al. Adolescents’ perspectives on the barriers and facilitators of physical activity: an updated systematic review of qualitative studies. Int J Environ Res Public Health. 2021;18(9). https://doi.org/10.3390/ijerph18094954. Epub 2021/06/03. Martins J, Costa J, Sarmento H, Marques A, Farias C, Onofre M, et al. Adolescents’ perspectives on the barriers and facilitators of physical activity: an updated systematic review of qualitative studies. Int J Environ Res Public Health. 2021;18(9). https://​doi.​org/​10.​3390/​ijerph18094954. Epub 2021/06/03.
33.
go back to reference Weijmans M, van der Graaf Y, Reitsma JB, Visseren FL. Paternal or maternal history of cardiovascular disease and the risk of cardiovascular disease in offspring. A systematic review and meta-analysis. Int J Cardiol. 2015;179:409 – 16. Epub 2014/12/03. doi: 10.1016/j.ijcard.2014.11.017. PubMed PMID: 25464496. Weijmans M, van der Graaf Y, Reitsma JB, Visseren FL. Paternal or maternal history of cardiovascular disease and the risk of cardiovascular disease in offspring. A systematic review and meta-analysis. Int J Cardiol. 2015;179:409 – 16. Epub 2014/12/03. doi: 10.1016/j.ijcard.2014.11.017. PubMed PMID: 25464496.
34.
go back to reference Roth GA, Mensah GA, Johnson CO, Addolorato G, Ammirati E, Baddour LM, et al. Global Burden of Cardiovascular Diseases and Risk factors, 1990–2019: Update from the GBD 2019 study. J Am Coll Cardiol. 2020;76(25):2982–3021. PubMed PMID: 33309175; PubMed Central PMCID: PMCPMC7755038.CrossRefPubMedPubMedCentral Roth GA, Mensah GA, Johnson CO, Addolorato G, Ammirati E, Baddour LM, et al. Global Burden of Cardiovascular Diseases and Risk factors, 1990–2019: Update from the GBD 2019 study. J Am Coll Cardiol. 2020;76(25):2982–3021. PubMed PMID: 33309175; PubMed Central PMCID: PMCPMC7755038.CrossRefPubMedPubMedCentral
39.
go back to reference VanderWeele TJ, Vansteelandt S. Mediation analysis with multiple mediators. Epidemiol Methods. 2014;2(1):95–115. Epub 2015/01/13. doi: 10.1515/em-2012-0010. PubMed PMID: 25580377; PubMed Central PMCID: PMCPMC4287269.CrossRefPubMedPubMedCentral VanderWeele TJ, Vansteelandt S. Mediation analysis with multiple mediators. Epidemiol Methods. 2014;2(1):95–115. Epub 2015/01/13. doi: 10.1515/em-2012-0010. PubMed PMID: 25580377; PubMed Central PMCID: PMCPMC4287269.CrossRefPubMedPubMedCentral
40.
go back to reference Newson JJ, Thiagarajan TC. Assessment of Population Well-Being with the Mental Health Quotient (MHQ): Development and Usability Study. JMIR Ment Health. 2020;7(7):e17935. Epub 2020/07/25. doi: 10.2196/17935. PubMed PMID: 32706730; PubMed Central PMCID: PMCPMC7400040.CrossRefPubMedPubMedCentral Newson JJ, Thiagarajan TC. Assessment of Population Well-Being with the Mental Health Quotient (MHQ): Development and Usability Study. JMIR Ment Health. 2020;7(7):e17935. Epub 2020/07/25. doi: 10.2196/17935. PubMed PMID: 32706730; PubMed Central PMCID: PMCPMC7400040.CrossRefPubMedPubMedCentral
52.
go back to reference Rehkopf DH, Glymour MM, Osypuk TL. The consistency Assumption for Causal Inference in Social Epidemiology: when a rose is not a rose. Curr Epidemiol Rep. 2016;3(1):63–71. Epub 20160216. doi: 10.1007/s40471-016-0069-5. PubMed PMID: 27326386; PubMed Central PMCID: PMCPMC4912021.CrossRefPubMedPubMedCentral Rehkopf DH, Glymour MM, Osypuk TL. The consistency Assumption for Causal Inference in Social Epidemiology: when a rose is not a rose. Curr Epidemiol Rep. 2016;3(1):63–71. Epub 20160216. doi: 10.1007/s40471-016-0069-5. PubMed PMID: 27326386; PubMed Central PMCID: PMCPMC4912021.CrossRefPubMedPubMedCentral
53.
go back to reference Rothman KJ, Greenland S, Lash TL. Modern epidemiology. 3 ed. Philadelphia: Wolters Kluwer Health; 2015. Rothman KJ, Greenland S, Lash TL. Modern epidemiology. 3 ed. Philadelphia: Wolters Kluwer Health; 2015.
Metadata
Title
Childhood socioeconomic position and cardiometabolic risk in young adulthood- the impact of mental health
Authors
Mia Klinkvort Kempel
Trine Nøhr Winding
Morten Böttcher
Stefan Nygaard Hansen
Johan Hviid Andersen
Publication date
01-12-2023
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2023
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-023-15942-y

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