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Published Online: 24 January 2024

Associations Between General and Specific Mental Health Conditions in Young Adulthood and Cardiometabolic Complications in Middle Adulthood: A 40-Year Longitudinal Familial Coaggregation Study of 672,823 Swedish Individuals

Publication: American Journal of Psychiatry

Abstract

Objective:

Most mental disorders, when examined individually, are associated with an increased risk of cardiometabolic complications. However, these associations might be attributed to a general liability to psychopathology or confounded by unmeasured familial factors. The authors investigated the association between psychiatric conditions in young adulthood and the risk of cardiometabolic complications in middle adulthood, up to 40 years later.

Methods:

This cohort study (N=672,823) identified all individuals and their siblings born in Sweden between 1955 and 1962 and followed the cohort through 2013. Logistic regression models were used to estimate the bivariate associations between 10 psychiatric conditions or criminal convictions and five cardiometabolic complications in individuals. A general factor model was used to identify general, internalizing, externalizing, and psychotic factors based on the comorbidity among psychiatric conditions and criminal convictions. The cardiometabolic complications were then regressed on the latent general factor and three uncorrelated specific factors within a structural equation modeling framework in individuals and across sibling pairs.

Results:

Each psychiatric condition significantly increased the risk of cardiometabolic complications. These associations appeared nonspecific, as multivariate models indicated that most were attributable to the general factor of psychopathology, rather than to specific psychiatric conditions. There were no or only small associations between individuals’ general psychopathology and their siblings’ cardiometabolic complications. The same pattern was evident for the specific internalizing and psychotic factors.

Conclusions:

Associations between mental disorders in early life and later long-term risk of cardiometabolic complications appeared to be attributable to a general liability to psychopathology. Familial coaggregation analyses suggested that the elevated risk could not be attributed to confounders shared within families. One possibility is that lifestyle-based interventions may reduce the risk of later cardiometabolic complications for patients with several mental disorders.

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Supplementary Material

File (appi.ajp.20220951.ds001.pdf)

Information & Authors

Information

Published In

Go to American Journal of Psychiatry
Go to American Journal of Psychiatry
American Journal of Psychiatry
Pages: 651 - 657
PubMed: 38263878

History

Received: 15 November 2022
Revision received: 20 February 2023
Revision received: 27 June 2023
Accepted: 1 August 2023
Published online: 24 January 2024
Published in print: July 01, 2024

Keywords

  1. Mental Disorders
  2. Comorbidity
  3. General Psychopathology Model
  4. Metabolic Syndrome
  5. Cardiovascular Disease
  6. Familial Coaggregation

Authors

Affiliations

Cen Chen, Ph.D. [email protected]
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden (Chen, Chang, Kuja-Halkola, D’Onofrio, Larsson, Lichtenstein, Pettersson); Department of Psychological and Brain Sciences, Indiana University, Bloomington (D’Onofrio); School of Medical Sciences, Örebro University, Örebro, Sweden (Larsson); Unit of Cardiology, Department of Medicine, Karolinska Institutet, and Heart and Vascular Division, Karolinska University Hospital, Stockholm (Andell).
Zheng Chang, Ph.D.
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden (Chen, Chang, Kuja-Halkola, D’Onofrio, Larsson, Lichtenstein, Pettersson); Department of Psychological and Brain Sciences, Indiana University, Bloomington (D’Onofrio); School of Medical Sciences, Örebro University, Örebro, Sweden (Larsson); Unit of Cardiology, Department of Medicine, Karolinska Institutet, and Heart and Vascular Division, Karolinska University Hospital, Stockholm (Andell).
Ralf Kuja-Halkola, Ph.D.
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden (Chen, Chang, Kuja-Halkola, D’Onofrio, Larsson, Lichtenstein, Pettersson); Department of Psychological and Brain Sciences, Indiana University, Bloomington (D’Onofrio); School of Medical Sciences, Örebro University, Örebro, Sweden (Larsson); Unit of Cardiology, Department of Medicine, Karolinska Institutet, and Heart and Vascular Division, Karolinska University Hospital, Stockholm (Andell).
Brian M. D’Onofrio, Ph.D.
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden (Chen, Chang, Kuja-Halkola, D’Onofrio, Larsson, Lichtenstein, Pettersson); Department of Psychological and Brain Sciences, Indiana University, Bloomington (D’Onofrio); School of Medical Sciences, Örebro University, Örebro, Sweden (Larsson); Unit of Cardiology, Department of Medicine, Karolinska Institutet, and Heart and Vascular Division, Karolinska University Hospital, Stockholm (Andell).
Henrik Larsson, Ph.D.
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden (Chen, Chang, Kuja-Halkola, D’Onofrio, Larsson, Lichtenstein, Pettersson); Department of Psychological and Brain Sciences, Indiana University, Bloomington (D’Onofrio); School of Medical Sciences, Örebro University, Örebro, Sweden (Larsson); Unit of Cardiology, Department of Medicine, Karolinska Institutet, and Heart and Vascular Division, Karolinska University Hospital, Stockholm (Andell).
Pontus Andell, M.D., Ph.D.
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden (Chen, Chang, Kuja-Halkola, D’Onofrio, Larsson, Lichtenstein, Pettersson); Department of Psychological and Brain Sciences, Indiana University, Bloomington (D’Onofrio); School of Medical Sciences, Örebro University, Örebro, Sweden (Larsson); Unit of Cardiology, Department of Medicine, Karolinska Institutet, and Heart and Vascular Division, Karolinska University Hospital, Stockholm (Andell).
Paul Lichtenstein, Ph.D.
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden (Chen, Chang, Kuja-Halkola, D’Onofrio, Larsson, Lichtenstein, Pettersson); Department of Psychological and Brain Sciences, Indiana University, Bloomington (D’Onofrio); School of Medical Sciences, Örebro University, Örebro, Sweden (Larsson); Unit of Cardiology, Department of Medicine, Karolinska Institutet, and Heart and Vascular Division, Karolinska University Hospital, Stockholm (Andell).
Erik Pettersson, Ph.D.
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden (Chen, Chang, Kuja-Halkola, D’Onofrio, Larsson, Lichtenstein, Pettersson); Department of Psychological and Brain Sciences, Indiana University, Bloomington (D’Onofrio); School of Medical Sciences, Örebro University, Örebro, Sweden (Larsson); Unit of Cardiology, Department of Medicine, Karolinska Institutet, and Heart and Vascular Division, Karolinska University Hospital, Stockholm (Andell).

Notes

Send correspondence to Dr. Chen ([email protected]).

Competing Interests

Dr. Larsson has received grants from Shire Pharmaceuticals; he has served as a speaker for Evolan Pharma, Medice, and Shire/Takeda Pharmaceuticals; he has received conference sponsorship from Shire/Takeda Pharmaceuticals and Evolan Pharma; and he is editor-in-chief of JCPP Advances. The other authors report no financial relationships with commercial interests.

Funding Information

Supported by the Swedish Research Council for Health (grant 2017-01358), ALF Funding from the Stockholm Region (grant 20190712), and the China Scholarship Council.

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