Elsevier

Journal of Affective Disorders

Volume 164, 1 August 2014, Pages 165-170
Journal of Affective Disorders

Research report
Association of subsyndromal and depressive symptoms with inflammatory markers among different ethnic groups: The multi-ethnic study of atherosclerosis (MESA)

https://doi.org/10.1016/j.jad.2014.04.018Get rights and content

Abstract

Objective

Depressive symptoms are associated with inflammation yet the association between inflammation and different levels of depression remains unclear. Therefore, we studied the association of subsyndromal and depressive symptoms with inflammatory markers in a large multi-ethnic cohort.

Methods

C-reactive protein (CRP) (n=6269), interleukin-6 (IL-6) (n=6135) and tumor necrosis factor-alpha (TNF-α) (n=1830) were measured in selected participants from the multi-ethnic study of atherosclerosis (MESA). Subsyndromal depressive symptoms were defined as a CES-D value from 8 to 15, depressive symptoms as a CES-D≥16 and normal as a CES-D≤7. Depressive states (subsyndromal and depressed) were entered into multivariable linear regression models incrementally adjusting for demographic, behavioral, biologic and comorbidities.

Results

Among 6289 participants not taking antidepressants and free from CVD, the mean age was 62.2, while 52% were women, 36.4% were Caucasian, 28.9% African-American, 22.3% Hispanics and 12.4% Chinese-American. Of the total, 24.2% had subsyndromal depression and 11.8% had depressive symptoms. Compared to the non-depressed group and after controlling for demographics, there was no association between both subsyndromal and depressive symptoms with log CRP (β=−0.01, p=0.80 and β=−0.05, p=0.25 respectively), log IL-6 (β=0.01, p=0.71 and β=−0.04, p=0.07 respectively) and log TNF-α (β=−0.03, p=0.29 and β=0.06, p=0.18 respectively). Moreover, fully adjusted models showed no significant associations for log IL-6 and log TNF-α and the different depressive categories. However, with full adjustment, we found a significant inverse association between depressive symptoms and ln CRP (β=−0.10, p=0.01) that was not present for subsyndromal depression (β=−0.05, p=0.11).

Conclusion

Among participants not taking anti-depressants, subsyndromal depression is not associated with inflammation. However, depressive symptoms measured by CES-D≥16 are associated with a lower inflammation (CRP).

Introduction

For more than 5 decades, research has identified that inflammation and negative emotional states are recognized risk factors for the development of cardiovascular disease (CVD) (Amyre Morris et al., 2011, Libby and Ridker, 1999, Dinan, 2009, Musselman et al., 1998). Notably, depression is associated with inflammation among patients without CVD and studies have postulated that depression could be an inflammatory condition (Whooley et al., 2007, Dinan, 2009, Tiemeier et al., 2003, Kop et al., 2002, Maes et al., 2009, Camacho, 2013). For instance, in the Third National Health and Nutrition Examination Survey (NHANES), men with a history of major depression had a 2.77 higher adjusted odds (95% CI; 1.43–5.26) of elevated C-reactive protein compared to controls (Danner et al., 2003).

Subsyndromal depression is a condition where depressive symptoms are present, yet the full criteria for a major depressive episode have not been met. Subsyndromal depression affects 15–20% of patients older than 65 years, is undertreated and frequently associated with functional disability and chronic medical conditions comparable to major depressive disorder (Judd et al., 2002, Vahia et al., 2010, VanItallie, 2005, Bruce, 2010). Subsyndromal depressive symptoms are measured categorically by lowering the established cut-off point from validated scales that screen for depression, such as the center for epidemiologic scale for depression (CES-D) (Vahia et al., 2010). For example, subsyndromal depressive states have scores between 8 and 16 in the CES-D scale (Vahia et al., 2010). Other studies report that subsyndromal depression could also be defined by the presence of only one or two symptoms of depression (Vahia et al., 2010, Judd et al., 2002). Furthermore, the core symptoms required to diagnose a major depressive episode, which are depressed mood and anhedonia, are not required to define subsyndromal depression (Vahia et al., 2010, American Psychiatric Association, 2000).

To understand the association of different depressive states with chronic medical conditions such as cardiovascular disease, studies have examined the role of inflammation as a possible common pathway (Ranjit et al., 2007, Ross, 1999). Proinflamatory cytokines and acute phase proteins, such as CRP, interleukin-6 (IL-6) and tumor necrosis factor-alpha (TNF-α), are higher among individuals with depressive states and cardiovascular disease (Liukkonen et al., 2006, Amyre Morris et al., 2011, Matthews et al., 2007), although results are inconsistent. Even though the literature has frequently reported an association between depression and inflammation (Dinan, 2009, Amyre Morris et al., 2011, Miller et al., 2009), several studies found no associations between depression and inflammation (Whooley et al., 2007, Janszky et al., 2005, Schins et al., 2005). Different methodological approaches for defining depression (depressive symptoms/states vs. major depressive disorder) might account for the different results (Steptoe et al., 2003, Amyre Morris et al., 2011, Matthews et al., 2007, Whooley et al., 2007).

In the current study, we tested the hypothesis that compared to individuals with no depressive symptoms, depressive states (subsyndromal and depressive symptoms) are associated with selected inflammatory markers among individuals from different ethnic groups participating in a large epidemiologic study. To our knowledge, this is the first study that looks at the association of subsyndromal depression with inflammatory markers in a large ethnically diverse cohort.

Section snippets

Study population

This study utilized data from the multi-ethnic study of atherosclerosis (MESA). Briefly, MESA is a multi-site cohort study with the objective of identifying risk factors for the presence and progression of subclinical atherosclerosis. The cohort includes men and women ages 45–84 years recruited from 6 field centers between 2000 and 2002. All participants were free from known CVD, chronic infections or psychiatric disorders at baseline (Ranjit et al., 2007, Bild et al., 2002). Details of the

Results

Among the 6289 subjects not taking antidepressants, 4021 (64%) had a normal CES-D score, 1519 (24.2%) were classified as subsyndromal and 744 (11.8%) had depressive symptoms. Table 1 summarizes the characteristics of the participants within the different categories of depressive symptoms. The mean age was 61.9 (10.4) among subsyndromal depressed participants, 61.3 (10.8) among depressed and 62.6 (10.1) among normals. Women comprised 47% of non-depressed, 55.2% of the subsyndromal group and

Discussion

In this cross-sectional analysis, we found that after adjustment for demographic, behavior, biologic and comorbid covariates there was a significant inverse association of depressive symptoms (CES-D≥16) with log CRP but the association with subsyndromal symptoms was non-significant. Conversely, there was no association of subsyndromal and depressive symptoms with log TNF-α or log IL-6 in the unadjusted and fully adjusted models. However, there was a significant interaction between ethnicity and

Role of funding source

The support provided by the National Heart Lung and Blood Institute served to dedicate the necessary time to review the existing literature, analyze the data, write the manuscript and have active communication with different authors.

Conflict of interest

No conflict declared.

Acknowledgments

This research was supported by contracts N01-HC-95159 through N01-HC-95169 and Grant no. T32HL079891 from the National Heart Lung and Blood Institute, National Institutes of Health. The authors thank the other investigators, the staff, and the participants of the MESA study for their valuable contributions. A full list of participating MESA investigators and institutions can be found at http://www.mesa-nhlbi.org.

References (51)

  • A.H. Miller et al.

    Inflammation and its discontents: the role of cytokines in the pathophysiology of major depression

    Biol. Psychiatry

    (2009)
  • C. Otte et al.

    Depression and 24-hour urinary cortisol in medical outpatients with coronary heart disease: the heart and soul study

    Biol. Psychiatry

    (2004)
  • B.W. Penninx et al.

    Inflammatory markers and depressed mood in older persons: results from the health, aging and body composition study

    Biol. Psychiatry

    (2003)
  • B.M. Psaty et al.

    Assessing the use of medications in the elderly: methods and initial experience in the cardiovascular health study: the cardiovascular

    J. Clin. Epidemiol.

    (1992)
  • I.V. Vahia et al.

    Subthreshold depression and successful aging in older women

    Am. J. Geriatr. Psychiatry

    (2010)
  • M.A. Whooley et al.

    Depression and inflammation in patients with coronary heart disease: findings from the heart and soul study

    Biol. Psychiatry

    (2007)
  • American Psychiatric Association

    Diagnostic and Statistical Manual of Mental Disorders

    (2000)
  • A. Amyre Morris et al.

    Association between depression and inflammation—differences by race and sex: the META-health study

    Psychosom. Med.

    (2011)
  • D.E. Bild et al.

    Multi-ethnic study of atherosclerosis: objectives and design

    Am. J. Epidemiol.

    (2002)
  • J. Breslau et al.

    Migration from Mexico to the United States and subsequent risk for depressive and anxiety disorders: a cross-national study

    Arch. Gen. Psychiatry

    (2011)
  • A. Danese et al.

    Elevated inflammation levels in depressed adults with a history of childhood maltreatment

    Arch. Gen. Psychiatry

    (2008)
  • M. Danner et al.

    Association between depression and elevated C-reactive protein

    Psychosom. Med.

    (2003)
  • J.A. Delaney et al.

    Estimating ethnic differences in self-reported new use of antidepressant medications: results from the multi-ethnic study of atherosclerosis

    Pharmacoepidemiol. Drug Saf.

    (2009)
  • T.G. Dinan

    Inflammatory markers in depression

    Curr. Opin. Psychiatry

    (2009)
  • C.P. Fagundes et al.

    Depressive symptoms enhance stress-induced inflammatory responses

    Brain, Behav., Immun.

    (2012)
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