Associations of immunometabolic risk factors with symptoms of depression and anxiety: The role of cardiac vagal activity
- PMID: 29920329
- PMCID: PMC7066576
- DOI: 10.1016/j.bbi.2018.06.013
Associations of immunometabolic risk factors with symptoms of depression and anxiety: The role of cardiac vagal activity
Abstract
Objectives: This study examined 1) the cross-sectional relationships between symptoms of depression/anxiety and immunometabolic risk factors, and 2) whether these relationships might be explained in part by cardiac vagal activity.
Methods: Data were drawn from the Adult Health and Behavior registries (n = 1785), comprised of community dwelling adults (52.8% women, aged 30-54). Depressive symptoms were measured with the Center for Epidemiological Studies Depression Scale (CES-D) and the Beck Depression Inventory-II (BDI-II), and anxious symptoms with the Trait Anxiety scale of the State-Trait Anxiety Inventory (STAI-T). Immunometabolic risk factors included fasting levels of triglycerides, high-density lipoproteins, glucose, and insulin, as well as blood pressure, waist circumference, body mass index, C-reactive protein, and interleukin-6. Measures of cardiac autonomic activity were high- and low-frequency indicators of heart rate variability (HRV), standard deviation of normal-to-normal R-R intervals, and the mean of absolute and successive differences in R-R intervals.
Results: Higher BDI-II scores, in contrast to CES-D and STAI-T scores, were associated with increased immunometabolic risk and decreased HRV, especially HRV likely reflecting cardiac vagal activity. Decreased HRV was also associated with increased immunometabolic risk. Structural equation models indicated that BDI-II scores may relate to immunometabolic risk via cardiac vagal activity (indirect effect: β = .012, p = .046) or to vagal activity via immunometabolic risk (indirect effect: β = -.015, p = .021).
Conclusions: Depressive symptoms, as measured by the BDI-II, but not anxious symptoms, were related to elevated levels of immunometabolic risk factors and low cardiac vagal activity. The latter may exhibit bidirectional influences on one another in a meditational framework. Future longitudinal, intervention, an nonhuman animal work is needed to elucidate the precise and mechanistic pathways linking depressive symptoms to immune, metabolic, and autonomic parameters of physiology that predispose to cardiovascular disease risk.
Keywords: Anxiety; Autonomic nervous system; Cardiac vagal activity; Depression; Inflammation; Metabolic syndrome.
Copyright © 2018 Elsevier Inc. All rights reserved.
Conflict of interest statement
Declaration of interest
Figures

Similar articles
-
[Heart rate variability. Applications in psychiatry].Encephale. 2009 Oct;35(5):423-8. doi: 10.1016/j.encep.2008.06.016. Epub 2008 Dec 18. Encephale. 2009. PMID: 19853714 Review. French.
-
Trait negative affect: toward an integrated model of understanding psychological risk for impairment in cardiac autonomic function.Psychosom Med. 2008 Apr;70(3):328-37. doi: 10.1097/PSY.0b013e31816baefa. Epub 2008 Mar 31. Psychosom Med. 2008. PMID: 18378862
-
Age-specific associations between cardiac vagal activity and functional somatic symptoms: a population-based study.Psychother Psychosom. 2010;79(3):179-87. doi: 10.1159/000296136. Epub 2010 Mar 17. Psychother Psychosom. 2010. PMID: 20234148
-
The Heart´s rhythm 'n' blues: Sex differences in circadian variation patterns of vagal activity vary by depressive symptoms in predominantly healthy employees.Chronobiol Int. 2018 Jul;35(7):896-909. doi: 10.1080/07420528.2018.1439499. Epub 2018 Mar 15. Chronobiol Int. 2018. PMID: 29543518
-
An autonomic flexibility-neurovisceral integration model of anxiety and cardiac vagal tone.Biol Psychol. 2007 Feb;74(2):185-99. doi: 10.1016/j.biopsycho.2005.08.009. Epub 2006 Oct 27. Biol Psychol. 2007. PMID: 17069959 Review.
Cited by
-
Alteration of Autonomic Nervous System Is Associated With Severity and Outcomes in Patients With COVID-19.Front Physiol. 2021 May 19;12:630038. doi: 10.3389/fphys.2021.630038. eCollection 2021. Front Physiol. 2021. PMID: 34093217 Free PMC article.
-
The association of depression and anxiety with cardiac autonomic activity: The role of confounding effects of antidepressants.Depress Anxiety. 2019 Dec;36(12):1163-1172. doi: 10.1002/da.22966. Epub 2019 Oct 17. Depress Anxiety. 2019. PMID: 31622521 Free PMC article.
-
Cardiac and behavioral effects of social isolation and experimental manipulation of autonomic balance.Auton Neurosci. 2018 Nov;214:1-8. doi: 10.1016/j.autneu.2018.08.002. Epub 2018 Aug 15. Auton Neurosci. 2018. PMID: 30177218 Free PMC article.
-
A chicken and egg scenario in psychoneuroimmunology: Bidirectional mechanisms linking cytokines and depression.J Affect Disord Rep. 2021 Dec;6:100177. doi: 10.1016/j.jadr.2021.100177. Epub 2021 Jun 19. J Affect Disord Rep. 2021. PMID: 35992016 Free PMC article.
-
Lipids in Psychiatric Disorders: Functional and Potential Diagnostic Role as Blood Biomarkers.Metabolites. 2024 Jan 23;14(2):80. doi: 10.3390/metabo14020080. Metabolites. 2024. PMID: 38392971 Free PMC article. Review.
References
-
- Allen J, Chambers A, Towers D, 2007. The many metrics of cardiac chronotropy: a pragmatic primer and a brief comparison of metrics. Biol. Psychiatry 74, 243–262. - PubMed
-
- Araújo F, Antelmi I, Pereira AC, Latorre M, do RDO, Grupi CJ, Krieger JE, Mansur AJ, 2006. Lower heart rate variability is associated with higher serum high-sensitivity C-reactive protein concentration in healthy individuals aged 46 years or more. Int. J. Cardiol 107, 333–337. 10.1016/j.ijcard.2005.03.044. - DOI - PubMed
-
- Baune B, Smith E, Reppermund S, Air T, Samaras K, Lux O, Brodaty H, Sachdev P, Trollor J, 2012. Inflammatory biomarkers predict depressive, but not anxiety symptoms during aging: the prospective Sydney Memory and Aging Study. Psychoneuroendocrinology 37, 1521–1530. 10.1016/J.PSYNEUEN.2012.02.006. - DOI - PubMed
-
- Beck A, Ward C, Mendelson M, 1961. Beck depression inventory (BDI). Arch. Gen. Psychiatry 4, 561–571. - PubMed
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Research Materials