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Archival Report|Articles in Press

Indirect Effects of Racial Discrimination on Health Outcomes Through Prefrontal Cortical White Matter Integrity

      Abstract

      Background

      Racial discrimination is consistently associated with adverse health outcomes and has been linked to structural decrements in brain white matter. However, it is unclear whether discrimination-related neuroplastic changes could indirectly affect health outcomes. Our goal was to evaluate indirect associations of racial discrimination on health outcomes through white matter microstructure in a sample of trauma-exposed Black women.

      Methods

      A trauma study in an urban hospital setting recruited 79 Black women who received a history and physical examination to assess medical disorders (compiled into a summed total of disorder types). Participants reported on experiences of racial discrimination and underwent diffusion tensor imaging; fractional anisotropy values were extracted from white matter pathways previously linked to racial discrimination (corpus callosum, including the body and genu; anterior cingulum bundle; and superior longitudinal fasciculus) and entered into mediational models.

      Results

      Indirect effects of racial discrimination on medical disorders through left anterior cingulum bundle fractional anisotropy were significant (β = 0.07, SE = 0.04, 95% CI [0.003, 0.14]) after accounting for trauma and economic disadvantage. Indirect effects of racial discrimination on medical disorders through corpus callosum genu fractional anisotropy were also significant (β = 0.08, SE = 0.04, 95% CI [0.01, 0.16]).

      Conclusions

      Racial discrimination may increase risk for medical disorders via neuroplastic effects on microstructural integrity of stress-sensitive prefrontal white matter tracts. Racial discrimination–related changes in these tracts may affect health behaviors, which, in turn, influence vulnerability for medical disorders. These data highlight the connections between racial discrimination, prefrontal white matter connections, and incidence of medical disorders in Black Americans.

      Keywords

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      References

        • Boutwell B.B.
        • Nedelec J.L.
        • Winegard B.
        • Shackelford T.
        • Beaver K.M.
        • Vaughn M.
        • et al.
        The prevalence of discrimination across racial groups in contemporary America: Results from a nationally representative sample of adults.
        PLoS One. 2017; 12e0183356
        • Williams D.R.
        • Lawrence J.A.
        • Davis B.A.
        Racism and health: Evidence and needed research.
        Annu Rev Public Health. 2019; 40: 105-125
        • Pascoe E.A.
        • Smart Richman L.
        Perceived discrimination and health: A meta-analytic review.
        Psychol Bull. 2009; 135: 531-554
        • Chinn J.J.
        • Martin I.K.
        • Redmond N.
        Health equity among Black women in the United States.
        J Womens Health (Larchmt). 2021; 30: 212-219
        • National Center for Health Statistics
        (Available at:)
        https://stacks.cdc.gov/view/cdc/106273
        Date accessed: March 11, 2022
        • Gee G.C.
        • Spencer M.S.
        • Chen J.
        • Takeuchi D.
        A nationwide study of discrimination and chronic health conditions among Asian Americans.
        Am J Public Health. 2007; 97: 1275-1282
        • McEwen B.S.
        Brain on stress: How the social environment gets under the skin.
        Proc Natl Acad Sci U S Am. 2012; 109: 17180-17185
        • Berger M.
        • Sarnyai Z.
        “More than skin deep”: Stress neurobiology and mental health consequences of racial discrimination.
        Stress. 2015; 18: 1-10
        • Radley J.J.
        • Kabbaj M.
        • Jacobson L.
        • Heydendael W.
        • Yehuda R.
        • Herman J.P.
        Stress risk factors and stress-related pathology: Neuroplasticity, epigenetics and endophenotypes.
        Stress. 2011; 14: 481-497
        • Lupien S.J.
        • Juster R.P.
        • Raymond C.
        • Marin M.F.
        The effects of chronic stress on the human brain: From neurotoxicity, to vulnerability, to opportunity.
        Front Neuroendocrinol. 2018; 49: 91-105
        • Siehl S.
        • King J.A.
        • Burgess N.
        • Flor H.
        • Nees F.
        Structural white matter changes in adults and children with posttraumatic stress disorder: A systematic review and meta-analysis.
        Neuroimage Clin. 2018; 19: 581-598
        • Daniels J.K.
        • Lamke J.P.
        • Gaebler M.
        • Walter H.
        • Scheel M.
        White matter integrity and its relationship to PTSD and childhood trauma—a systematic review and meta-analysis.
        Depress Anxiety. 2013; 30: 207-216
        • Jones D.K.
        Studying connections in the living human brain with diffusion MRI.
        Cortex. 2008; 44: 936-952
        • Antontseva E.
        • Bondar N.
        • Reshetnikov V.
        • Merkulova T.
        The effects of chronic stress on brain myelination in humans and in various rodent models.
        Neuroscience. 2020; 441: 226-238
        • Meyer C.S.
        • Schreiner P.J.
        • Lim K.
        • Battapady H.
        • Launer L.J.
        Depressive symptomatology, racial discrimination experience, and brain tissue volumes observed on magnetic resonance imaging.
        Am J Epidemiol. 2019; 188: 656-663
        • Fani N.
        • Harnett N.G.
        • Bradley B.
        • Mekawi Y.
        • Powers A.
        • Stevens J.S.
        • et al.
        Racial discrimination and white matter microstructure in trauma-exposed Black women.
        Biol Psychiatry. 2022; 91: 254-261
        • Verstynen T.D.
        • Weinstein A.M.
        • Schneider W.W.
        • Jakicic J.M.
        • Rofey D.L.
        • Erickson K.I.
        Increased body mass index is associated with a global and distributed decrease in white matter microstructural integrity.
        Psychosom Med. 2012; 74: 682-690
        • Porter A.
        • Leckie R.
        • Verstynen T.
        White matter pathways as both a target and mediator of health behaviors.
        Ann N Y Acad Sci. 2018; 1428: 71-88
        • Kelly M.M.
        • Forsyth J.P.
        Sex differences in response to an observational fear conditioning procedure.
        Behav Ther. 2007; 38: 340-349
        • Bjorntorp P.
        Do stress reactions cause abdominal obesity and comorbidities?.
        Obes Rev. 2001; 2: 73-86
        • Sparrenberger F.
        • Cichelero F.T.
        • Ascoli A.M.
        • Fonseca F.P.
        • Weiss G.
        • Berwanger O.
        • et al.
        Does psychosocial stress cause hypertension? A systematic review of observational studies.
        J Hum Hypertens. 2009; 23: 12-19
        • Wersching H.
        • Duning T.
        • Lohmann H.
        • Mohammadi S.
        • Stehling C.
        • Fobker M.
        • et al.
        Serum C-reactive protein is linked to cerebral microstructural integrity and cognitive function.
        Neurology. 2010; 74: 1022-1029
        • Sheehan D.V.
        • Lecrubier Y.
        • Sheehan K.H.
        • Amorim P.
        • Janavs J.
        • Weiller E.
        • et al.
        The Mini-International Neuropsychiatric Interview (M.I.N.I.): The development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10.
        J Clin Psychiatry. 1998; 59 (quiz 34–57): 22-33
        • Lin C.
        • Michopoulos V.
        • Powers A.
        • Wingo A.P.
        • Schwartz A.
        • Bradley B.
        • et al.
        Affect, inflammation, and health in urban at-risk civilians.
        J Psychiatr Res. 2018; 104: 24-31
        • Krieger N.
        • Smith K.
        • Naishadham D.
        • Hartman C.
        • Barbeau E.M.
        Experiences of discrimination: Validity and reliability of a self-report measure for population health research on racism and health.
        Soc Sci Med. 2005; 61: 1576-1596
        • Jenkinson M.
        • Smith S.
        A global optimisation method for robust affine registration of brain images.
        Med Image Anal. 2001; 5: 143-156
        • Smith S.M.
        Fast robust automated brain extraction.
        Hum Brain Mapp. 2002; 17: 143-155
        • Smith S.M.
        • Jenkinson M.
        • Johansen-Berg H.
        • Rueckert D.
        • Nichols T.E.
        • Mackay C.E.
        • et al.
        Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data.
        Neuroimage. 2006; 31: 1487-1505
        • Fani N.
        • Gutman D.
        • Tone E.B.
        • Almli L.
        • Mercer K.B.
        • Davis J.
        • et al.
        FKBP5 and attention bias for threat: Associations with hippocampal function and shape.
        JAMA Psychiatry. 2013; 70: 392-400
        • Fani N.
        • Carter S.E.
        • Harnett N.G.
        • Ressler K.J.
        • Bradley B.
        Association of racial discrimination with neural response to threat in Black women in the US exposed to trauma.
        JAMA Psychiatry. 2021; 78: 1005-1012
        • Gunning-Dixon F.M.
        • Brickman A.M.
        • Cheng J.C.
        • Alexopoulos G.S.
        Aging of cerebral white matter: A review of MRI findings.
        Int J Geriatr Psychiatry. 2009; 24: 109-117
        • Lebel C.
        • Treit S.
        • Beaulieu C.
        A review of diffusion MRI of typical white matter development from early childhood to young adulthood.
        NMR Biomed. 2019; 32: e3778
        • McEwen B.S.
        • Morrison J.H.
        The brain on stress: Vulnerability and plasticity of the prefrontal cortex over the life course.
        Neuron. 2013; 79: 16-29
        • Georgy B.A.
        • Hesselink J.R.
        • Jernigan T.L.
        MR imaging of the corpus callosum.
        AJR Am J Roentgenol. 1993; 160 (949–155)
        • Jackowski A.P.
        • de Araújo C.M.
        • de Lacerda A.L.
        • Mari JeJ.
        • Kaufman J.
        Neurostructural imaging findings in children with post-traumatic stress disorder: Brief review.
        Psychiatry Clin Neurosci. 2009; 63: 1-8
        • Fineberg N.A.
        • Chamberlain S.R.
        • Goudriaan A.E.
        • Stein D.J.
        • Vanderschuren L.J.
        • Gillan C.M.
        • et al.
        New developments in human neurocognition: Clinical, genetic, and brain imaging correlates of impulsivity and compulsivity.
        CNS Spectr. 2014; 19: 69-89
        • Matsuo K.
        • Nielsen N.
        • Nicoletti M.A.
        • Hatch J.P.
        • Monkul E.S.
        • Watanabe Y.
        • et al.
        Anterior genu corpus callosum and impulsivity in suicidal patients with bipolar disorder.
        Neurosci Lett. 2010; 469: 75-80
        • Moeller F.G.
        • Hasan K.M.
        • Steinberg J.L.
        • Kramer L.A.
        • Dougherty D.M.
        • Santos R.M.
        • et al.
        Reduced anterior corpus callosum white matter integrity is related to increased impulsivity and reduced discriminability in cocaine-dependent subjects: Diffusion tensor imaging.
        Neuropsychopharmacology. 2005; 30: 610-617
        • Rüsch N.
        • Weber M.
        • Il’yasov K.A.
        • Lieb K.
        • Ebert D.
        • Hennig J.
        • et al.
        Inferior frontal white matter microstructure and patterns of psychopathology in women with borderline personality disorder and comorbid attention-deficit hyperactivity disorder.
        Neuroimage. 2007; 35: 738-747
        • Whalley H.C.
        • Nickson T.
        • Pope M.
        • Nicol K.
        • Romaniuk L.
        • Bastin M.E.
        • et al.
        White matter integrity and its association with affective and interpersonal symptoms in borderline personality disorder.
        Neuroimage Clin. 2015; 7: 476-481
        • Jones D.K.
        • Christiansen K.F.
        • Chapman R.J.
        • Aggleton J.P.
        Distinct subdivisions of the cingulum bundle revealed by diffusion MRI fibre tracking: Implications for neuropsychological investigations.
        Neuropsychologia. 2013; 51: 67-78
        • Kelly A.M.
        • Di Martino A.
        • Uddin L.Q.
        • Shehzad Z.
        • Gee D.G.
        • Reiss P.T.
        • et al.
        Development of anterior cingulate functional connectivity from late childhood to early adulthood.
        Cereb Cortex. 2009; 19: 640-657
        • Harnett N.G.
        • Ference E.W.
        • Knight A.J.
        • Knight D.C.
        White matter microstructure varies with post-traumatic stress severity following medical trauma.
        Brain Imaging Behav. 2020; 14: 1012-1024
        • Bubb E.J.
        • Metzler-Baddeley C.
        • Aggleton J.P.
        The cingulum bundle: Anatomy, function, and dysfunction.
        Neurosci Biobehav Rev. 2018; 92: 104-127
        • Margulies D.S.
        • Kelly A.M.
        • Uddin L.Q.
        • Biswal B.B.
        • Castellanos F.X.
        • Milham M.P.
        Mapping the functional connectivity of anterior cingulate cortex.
        Neuroimage. 2007; 37: 579-588
        • Mekawi Y.
        • Carter S.
        • Brown B.
        • Martinez de Andino A.
        • Fani N.
        • Michopoulos V.
        • et al.
        Interpersonal trauma and posttraumatic stress disorder among Black women: Does racial discrimination matter?.
        J Trauma Dissociation. 2021; 22: 154-169
        • Mekawi Y.
        • Watson-Singleton N.N.
        • Kuzyk E.
        • Dixon H.D.
        • Carter S.
        • Bradley-Davino B.
        • et al.
        Racial discrimination and posttraumatic stress: Examining emotion dysregulation as a mediator in an African American community sample.
        Eur J Psychotraumatol. 2020; 111824398
        • Papageorgiou I.
        • Astrakas L.G.
        • Xydis V.
        • Alexiou G.A.
        • Bargiotas P.
        • Tzarouchi L.
        • et al.
        Abnormalities of brain neural circuits related to obesity: A diffusion tensor imaging study.
        Magn Reson Imaging. 2017; 37: 116-121
        • Dallman M.F.
        • Pecoraro N.
        • Akana S.F.
        • La Fleur S.E.
        • Gomez F.
        • Houshyar H.
        • et al.
        Chronic stress and obesity: A new view of “comfort food.
        Proc Natl Acad Sci U S A. 2003; 100: 11696-11701
        • Tomiyama A.J.
        • Dallman M.F.
        • Epel E.S.
        Comfort food is comforting to those most stressed: Evidence of the chronic stress response network in high stress women.
        Psychoneuroendocrinology. 2011; 36: 1513-1519
        • Williams D.R.
        • Mohammed S.A.
        Discrimination and racial disparities in health: Evidence and needed research.
        J Behav Med. 2009; 32: 20-47
        • Harrell C.J.
        • Burford T.I.
        • Cage B.N.
        • Nelson T.M.
        • Shearon S.
        • Thompson A.
        • et al.
        Multiple pathways linking racism to health outcomes.
        Du Bois Rev. 2011; 8: 143-157
        • Zhang R.
        • Beyer F.
        • Lampe L.
        • Luck T.
        • Riedel-Heller S.G.
        • Loeffler M.
        • et al.
        White matter microstructural variability mediates the relation between obesity and cognition in healthy adults.
        Neuroimage. 2018; 172: 239-249
        • MacFarlane B.
        Management of gastroesophageal reflux disease in adults: A pharmacist’s perspective.
        Integr Pharm Res Pract. 2018; 7: 41-52
        • Dixon H.D.
        • Michopoulos V.
        • Gluck R.L.
        • Mendoza H.
        • Munoz A.P.
        • Wilson J.G.
        • et al.
        Trauma exposure and stress-related disorders in African-American women with diabetes mellitus.
        Endocrinol Diabetes Metab. 2020; 3e00111
        • Weiss T.
        • Skelton K.
        • Phifer J.
        • Jovanovic T.
        • Gillespie C.F.
        • Smith A.
        • et al.
        Posttraumatic stress disorder is a risk factor for metabolic syndrome in an impoverished urban population.
        Gen Hosp Psychiatry. 2011; 33: 135-142
        • Oberlin L.E.
        • Verstynen T.D.
        • Burzynska A.Z.
        • Voss M.W.
        • Prakash R.S.
        • Chaddock-Heyman L.
        • et al.
        White matter microstructure mediates the relationship between cardiorespiratory fitness and spatial working memory in older adults.
        Neuroimage. 2016; 131: 91-101
        • Umene-Nakano W.
        • Yoshimura R.
        • Kakeda S.
        • Watanabe K.
        • Hayashi K.
        • Nishimura J.
        • et al.
        Abnormal white matter integrity in the corpus callosum among smokers: Tract-based spatial statistics.
        PLoS One. 2014; 9e87890
        • Kochunov P.
        • Du X.
        • Moran L.V.
        • Sampath H.
        • Wijtenburg S.A.
        • Yang Y.
        • et al.
        Acute nicotine administration effects on fractional anisotropy of cerebral white matter and associated attention performance.
        Front Pharmacol. 2013; 4: 117
        • Steffen P.R.
        • McNeilly M.
        • Anderson N.
        • Sherwood A.
        Effects of perceived racism and anger inhibition on ambulatory blood pressure in African Americans.
        Psychosom Med. 2003; 65: 746-750
        • Surachman A.
        • Jenkins A.I.C.
        • Santos A.R.
        • Almeida D.M.
        Socioeconomic status trajectories across the life course, daily discrimination, and inflammation among Black and white adults.
        Psychoneuroendocrinology. 2021; 127105193
        • Gillespie S.L.
        • Bose-Brill S.
        • Giurgescu C.
        • Gondwe K.W.
        • Nolan T.S.
        • Spurlock E.J.
        • et al.
        Racial discrimination and stress across the life course: Associations with prenatal inflammation, perceived stress, and depressive symptoms.
        Nurs Res. 2021; 70: S21-S30
        • Cuevas A.G.
        • Ong A.D.
        • Carvalho K.
        • Ho T.
        • Chan S.W.C.
        • Allen J.D.
        • et al.
        Discrimination and systemic inflammation: A critical review and synthesis.
        Brain Behav Immun. 2020; 89: 465-479
        • Hicken M.T.
        • Lee H.
        • Morenoff J.
        • House J.S.
        • Williams D.R.
        Racial/ethnic disparities in hypertension prevalence: Reconsidering the role of chronic stress.
        Am J Public Health. 2014; 104: 117-123
        • Powers K.E.
        • Somerville L.H.
        • Kelley W.M.
        • Heatherton T.F.
        Rejection sensitivity polarizes striatal-medial prefrontal activity when anticipating social feedback.
        J Cogn Neurosci. 2013; 25: 1887-1895
        • Mensah G.A.
        • Mokdad A.H.
        • Ford E.S.
        • Greenlund K.J.
        • Croft J.B.
        State of disparities in cardiovascular health in the United States.
        Circulation. 2005; 111: 1233-1241
        • Sharma S.
        • Malarcher A.M.
        • Giles W.H.
        • Myers G.
        Racial, ethnic and socioeconomic disparities in the clustering of cardiovascular disease risk factors.
        Ethn Dis. 2004; 14: 43-48
        • Clark R.
        • Anderson N.B.
        • Clark V.R.
        • Williams D.R.
        Racism as a stressor for African Americans. A biopsychosocial model.
        Am Psychol. 1999; 54: 805-816
        • Stadelmann C.
        • Wegner C.
        • Brück W.
        Inflammation, demyelination, and degeneration—recent insights from MS pathology.
        Biochim Biophys Acta. 2011; 1812: 275-282
        • Taib T.
        • Leconte C.
        • Van Steenwinckel J.
        • Cho A.H.
        • Palmier B.
        • Torsello E.
        • et al.
        Neuroinflammation, myelin and behavior: Temporal patterns following mild traumatic brain injury in mice.
        PLoS One. 2017; 12e0184811
        • Aktas O.
        • Ullrich O.
        • Infante-Duarte C.
        • Nitsch R.
        • Zipp F.
        Neuronal damage in brain inflammation.
        Arch Neurol. 2007; 64: 185-189
        • Fuhrmann D.
        • Nesbitt D.
        • Shafto M.
        • Rowe J.B.
        • Price D.
        • Gadie A.
        • et al.
        Strong and specific associations between cardiovascular risk factors and white matter micro- and macrostructure in healthy aging.
        Neurobiol Aging. 2019; 74: 46-55
        • Fani N.
        • King T.Z.
        • Jovanovic T.
        • Glover E.M.
        • Bradley B.
        • Choi K.
        • et al.
        White matter integrity in highly traumatized adults with and without post-traumatic stress disorder.
        Neuropsychopharmacology. 2012; 37: 2740-2746