Full-length Article
Associations between perceived discrimination and immune cell composition in the Jackson Heart Study

https://doi.org/10.1016/j.bbi.2022.03.017Get rights and content

Highlights

  • Poor health outcomes among African American adults are well-documented.

  • The impact of discriminatory experiences might be a contributing factor.

  • Biological pathways incompletely understood, but might involve immune function.

  • Associations were tested between perceived discrimination and leukocyte composition.

  • Perceived discrimination burden predicted a higher neutrophil-to-lymphocyte ratio.

Abstract

African American adults suffer disproportionately from several non-communicable and infectious diseases. Among numerous contributing factors, perceived discrimination is considered a stressor for members of historically marginalized groups that contributes to health risk, although biological pathways are incompletely understood. Previous studies have reported associations between stress and both an up-regulation of non-specific (innate) inflammation and down-regulation of specific (adaptive) immunity. While associations between perceived discrimination and markers of inflammation have been explored, it is unclear if this is part of an overall shift that also includes down-regulated adaptive immunity. Relying on a large cross-section of African American adults (n = 3,319) from the Jackson Heart Study (JHS) in Jackson, Mississippi, we tested whether perceived everyday and lifetime discrimination as well as perceived burden from lifetime discrimination were associated with counts of neutrophils (innate), monocytes (innate), lymphocytes (adaptive), and the neutrophil-to-lymphocyte ratio (NLR), derived from complete white blood cell counts with differential. In addition, DNA methylation (DNAm) was measured on the EPIC array in a sub-sample (n = 1,023) of participants, allowing estimation of CD4T, CD8T and B lymphocyte proportions. Unexpectedly, high lifetime discrimination compared to low was significantly associated with lower neutrophils (b : -0.14, [95% CI: -0.24, -0.04]) and a lower NLR (b : -0.15, [95% CI: -0.25, -0.05]) after controlling for confounders. However, high perceived burden from lifetime discrimination was significantly associated with higher neutrophils (b : 0.17, [95% CI: 0.05, 0.30]) and a higher NLR (b : 0.16, [95% CI: 0.03, 0.29]). High perceived burden was also associated with lower lymphocytes among older men, which our analysis suggested might have been attributable to differences in CD4T cells. These findings highlight immune function as a potentially important pathway linking perceived discrimination to health outcomes.

Introduction

Black-White health disparities in the United States are well-documented across numerous health outcomes, particularly chronic non-communicable diseases such as cardiovascular disease (CVD) (Gravlee, 2009, Hunt and Whitman, 2015, Orsi et al., 2010). However, COVID-19 has also heightened awareness of disparities in infectious diseases, which have existed long before the pandemic (Evans, 2020, Feigenbaum et al., 2019, McLaren, 2021, Tirupathi et al., 2020). While there are numerous contributors to these health disparities, a growing body of evidence has indicated the importance of psychosocial stress experienced by members of historically marginalized groups (Boen, 2020, Cardel et al., 2021, Forde et al., 2020, Gravlee, 2009, McLaren, 2021, Sims et al., 2012, Sims et al., 2016). For example, reported experiences of discrimination predict morbidity and mortality risk independent of other life stressors such as socioeconomic status (SES) (Barnes et al., 2008, Boen, 2020, Cardel et al., 2021, Forde et al., 2020, Sims et al., 2012, Thoits, 2010). The biological pathways through which discrimination-related stress can become embedded and impact health are not well understood; however, research has increasingly highlighted the immune system (Baune et al., 2011, Black and Garbutt, 2002, Liu et al., 2017, Simons et al., 2017, Wirtz and von Känel, 2017).

Recent research on stress and immune function has focused primarily on chronic inflammation, which is linked to stress and implicated in a host of chronic non-communicable diseases, including CVD, type II diabetes and Alzheimer’s (Black and Garbutt, 2002, Liu et al., 2017, Wirtz and von Känel, 2017). Studies focusing specifically on discrimination-related stress have reported associations with elevated markers of chronic inflammation, such as C-reactive protein (CRP) and interleukin (IL)-6 (Brody et al., 2015, Cuevas et al., 2020, Lewis et al., 2010, McClendon et al., 2021, Saban et al., 2018, Sims et al., 2020). However, the recent pandemic has highlighted the importance of considering how discrimination-related stress might be related to immune function more broadly, potentially influencing vulnerability to infectious disease (Evans, 2020, Feigenbaum et al., 2019) .

In contrast to the up-regulated inflammatory activity that has been the recent focus in stress research, earlier studies focused on immunosuppressive effects (Herbert and Cohen, 1993, Liu et al., 2017, Segerstrom and Miller, 2004). Such seemingly contradictory findings of both suppression and heightened activity can be explained by considering the separate arms of the immune system, which include non-specific (often called innate) defense and specific (often called adaptive/acquired) defense. The innate arm is the faster acting first line of defense, responding to a host of bodily disturbances by initiating an inflammatory response (Kindt et al., 2007, McDade et al., 2016, Paul, 2013). Commonly used markers of innate inflammatory activity include CRP and IL-6, measured either in an unstimulated condition or following a laboratory-induced response (Cohen et al., 2012, Gouin et al., 2012, Kiecolt-Glaser et al., 2003, Miller et al., 2014, Saban et al., 2018). In contrast, the adaptive arm is the slower acting second line of defense, targeting specific pathogens and developing memory for more efficient future protection (Kindt et al., 2007, McDade et al., 2016, Paul, 2013). Measures of adaptive immune function include lymphocyte counts and proliferation following challenge (Herbert and Cohen, 1993, Segerstrom and Miller, 2004). Collectively, research findings suggest that stress is associated with an overall shift in immune function toward reduced adaptive and heightened innate activity, which is thought to increase morbidity and mortality risk across both non-communicable and infectious diseases (Fu et al., 2020, Herbert and Cohen, 1993, Liu et al., 2017, Segerstrom and Miller, 2004, Simons et al., 2017). While perceived discrimination has been associated with elevated markers of innate inflammation (Brody et al., 2015, Cuevas et al., 2020, Saban et al., 2018), it is unclear if this is also part of a larger shift in immune function that includes the down-regulation of adaptive immunity.

This study examines associations between perceived discrimination and measures of immune function across both innate and adaptive immunity among African American men and women in the Jackson Heart Study (JHS) (Sempos et al., 1999, Sims et al., 2009). Perceived everyday and lifetime discrimination, as well as perceived burden of lifetime discrimination, were measured along with the prevalence of innate and adaptive cells, including innate neutrophils and monocytes and adaptive lymphocytes. Further, DNA methylation (DNAm) was measured in peripheral blood mononuclear cells (PBMC’s) for a subsample of participants, which allowed estimation of proportions of different types of lymphocytes in circulation, including CD4T, CD8T, and B cells (Salas et al., 2018). DNAm also allowed estimation of accelerated aging of the immune system (Horvath, 2013). Up-regulation of the innate arm and down-regulation of the adaptive arm occurs during normal aging (Fülöp et al., 2018), while perceived discrimination has been associated with accelerated biological aging (Brody et al., 2016); Lee et al., 2017, Liu and Kawachi, 2017). Thus, we wanted to clarify this indirect pathway from perceived discrimination to immune function (Fig. 1). Using these data, we hypothesized that perceived discrimination and burden would be associated with a greater proportion of innate cells and lower proportion of adaptive cells in circulation. In addition, we hypothesized that perceived discrimination and burden would be associated with markers of accelerated immune system aging, and that accelerated aging would mediate the association between perceived discrimination and immune cell counts.

Section snippets

Sample

The JHS is a single-site, longitudinal, community-based cohort study of the determinants of CVD among African American adults in the tri-county area of Jackson, Mississippi (Sempos et al., 1999). The present study focused on cross-sectional data from the first visit (2000–2004), for which data on perceived discrimination, immune cell counts and DNAm were available. The analysis sample included individuals with complete data across all study variables of interest, including perceived

Results

Table 1 shows descriptive statistics for the full analysis sample alongside the methylation sub-sample, indicating no major systematic differences. There were slightly more women than men in the sample. The most prevalent cell type in circulation on average was neutrophils, followed by lymphocytes and monocytes. CD4T cells were the most prevalent type of lymphocyte in the methylation sub-sample, followed by CD8T and B cells. In addition, all discrimination measures were positively correlated

Discussion

It is well documented that African American adults suffer disproportionately from both chronic non-communicable and infectious diseases, and while previous research has highlighted experiences of discrimination as a possible contributor, biological pathways are not fully understood. Therefore, we tested whether perceived discrimination was associated with immune profiles thought to increase vulnerability to both chronic non-communicable and infectious diseases, including higher prevalence of

Acknowledgements

The Jackson Heart Study (JHS) is supported and conducted in collaboration with Jackson State University (HHSN268201800013I), Tougaloo College (HHSN268201800014I), the Mississippi State Department of Health (HHSN268201800015I) and the University of Mississippi Medical Center (HHSN268201800010I, HHSN268201800011I and HHSN268201800012I) contracts from the National Heart, Lung, and Blood Institute (NHLBI) and the National Institute for Minority Health and Health Disparities (NIMHD). The authors

Disclaimer

The views expressed in this manuscript are those of the authors and do not necessarily represent the views of the National Heart, Lung, and Blood Institute; the National Institutes of Health; or the U.S. Department of Health and Human Services.

Declaration of Competing Interest

The authors declare no competing interests.

References (98)

  • B. Major et al.

    Attributions to discrimination and self-esteem: Impact of group identification and situational ambiguity

    J. Exp. Soc. Psychol.

    (2003)
  • J. McClendon et al.

    Black-White racial health disparities in inflammation and physical health: cumulative stress, social isolation, and health behaviors

    Psychoneuroendocrinology

    (2021)
  • L.M. Mielniczuk et al.

    Estimated glomerular filtration rate, inflammation, and cardiovascular events after an acute coronary syndrome

    Am. Heart J.

    (2008)
  • G.E. Miller et al.

    Greater inflammatory activity and blunted glucocorticoid signaling in monocytes of chronically stressed caregivers

    Brain Behav. Immun.

    (2014)
  • K.L. Saban et al.

    Perceived discrimination is associated with the inflammatory response to acute laboratory stress in women at risk for cardiovascular disease

    Brain Behav. Immun.

    (2018)
  • D. Schmidt et al.

    Chronic psychosocial stress promotes systemic immune activation and the development of inflammatory Th cell responses

    Brain Behav. Immun.

    (2010)
  • C.T. Sempos et al.

    Overview of the Jackson Heart Study: A study of cardiovascular diseases in African American men and women

    Am. J. Med. Sci.

    (1999)
  • R.L. Simons et al.

    An index of the ratio of inflammatory to antiviral cell types mediates the effects of social adversity and age on chronic illness

    Soc. Sci. Med.

    (2017)
  • K.D. Sims et al.

    Perceived discrimination and trajectories of C-reactive protein: the Jackson Heart Study

    Am. J. Prev. Med.

    (2020)
  • M.V. Thoma et al.

    Stronger hypothalamus-pituitary-adrenal axis habituation predicts lesser sensitization of inflammatory response to repeated acute stress exposures in healthy young adults

    Brain Behav. Immun.

    (2017)
  • R. Tirupathi et al.

    COVID-19 disparity among racial and ethnic minorities in the US: A cross sectional analysis

    Travel Med. Infect. Dis.

    (2020)
  • R. von Känel et al.

    Delayed response and lack of habituation in plasma interleukin-6 to acute mental stress in men

    Brain Behav. Immun.

    (2006)
  • T. Angkananard et al.

    Neutrophil lymphocyte ratio and cardiovascular disease risk: a systematic review and meta-analysis

    Biomed Res. Int.

    (2018)
  • M.J. Aryee et al.

    Minfi: A flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays

    Bioinformatics

    (2014)
  • T. Bal et al.

    Lymphocyte-to-C-reactive protein ratio may serve as an effective biomarker to determine COVID-19 disease severity

    Turkish J. Biochem.

    (2021)
  • L.L. Barnes et al.

    Perceived discrimination and mortality in a population-based study of older adults

    Am. J. Public Health

    (2008)
  • B.T. Baune et al.

    Systemic inflammation (Interleukin 6) predicts all-cause mortality in men: results from a 9-year follow-up of the MEMO Study

    Age

    (2011)
  • J.M. Bennett et al.

    Biopsychosocial approach to understanding resilience: Stress habituation and where to intervene

    J. Eval. Clin. Practice

    (2018)
  • A.H. Berg et al.

    Adipose tissue, inflammation, and cardiovascular disease

    Circ. Res.

    (2005)
  • C. Boen

    Death by a thousand cuts: stress exposure and black–white disparities in physiological functioning in late life

    J. Gerontol.: Series B

    (2020)
  • G.H. Brody et al.

    Supportive family environments ameliorate the link between racial discrimination and epigenetic aging: A replication across two longitudinal cohorts

    Psychol. Sci.

    (2016)
  • M.I. Cardel et al.

    Experiences of discrimination are associated with worse metabolic syndrome severity among African Americans in the Jackson Heart Study

    Ann. Behav. Med.

    (2021)
  • J.M. Carethers

    Insights into disparities observed with COVID-19

    J. Intern. Med.

    (2021)
  • C.U. Chae et al.

    Blood pressure and inflammation in apparently healthy men

    Hypertension

    (2001)
  • S. Cohen et al.

    Chronic stress, glucocorticoid receptor resistance, inflammation, and disease risk

    Proc. Natl. Acad. Sci.

    (2012)
  • F. Cribari-Neto et al.

    Beta regression in R

    J. Stat. Softw.

    (2010)
  • J. Crocker et al.

    Social stigma and self-esteem: the self-protective properties of stigma

    Psychol. Rev.

    (1989)
  • J. Crocker et al.

    Social stigma: the affective consequences of attributional ambiguity

    J. Pers. Soc. Psychol.

    (1991)
  • W.J. Dixon

    Simplified estimation from censored normal samples

    Ann. Math. Stat.

    (1960)
  • C.H. do Prado et al.

    Evidence for immune activation and resistance to glucocorticoids following childhood maltreatment in adolescents without psychopathology

    Neuropsychopharmacology

    (2017)
  • M.K. Evans

    Covid’s color line—infectious disease, inequity, and racial justice

    N. Engl. J. Med.

    (2020)
  • J.L. Fahey et al.

    The prognostic value of cellular and serologic markers in infection with human immunodeficiency virus type 1

    N. Engl. J. Med.

    (1990)
  • J.J. Feigenbaum et al.

    Regional and racial inequality in infectious disease mortality in US cities, 1900–1948

    Demography

    (2019)
  • Y.Z. Foo et al.

    The effects of sex hormones on immune function: a meta-analysis

    Biol. Rev.

    (2017)
  • A.T. Forde et al.

    Discrimination and hypertension risk among African Americans in the Jackson heart study

    Hypertension

    (2020)
  • Fox, J., Weisberg, S., Adler, D., Bates, D., Baud-Bovy, G., Ellison, S., et al., 2012. Package ‘car’. Vienna: R...
  • Y.-Q. Fu et al.

    Effect of blood analysis and immune function on the prognosis of patients with COVID-19

    PLoS ONE

    (2020)
  • T. Fülöp et al.

    Immunosenescence and inflamm-aging as two sides of the same coin: Friends or foes?

    Front. Immunol.

    (2018)
  • L.M. Glover et al.

    Discrimination and leukocyte telomere length by depressive symptomatology: the Jackson Heart Study

    Healthcare

    (2021)
  • Cited by (0)

    View full text