Racial/ethnic differences in experimental pain sensitivity and associated factors - Cardiovascular responsiveness and psychological status

Hee Jun Kim, Joel D Greenspan, Richard Ohrbach, Roger B Fillingim, William Maixner, Cynthia L Renn, Meg Johantgen, Shijun Zhu, Susan G Dorsey, Hee Jun Kim, Joel D Greenspan, Richard Ohrbach, Roger B Fillingim, William Maixner, Cynthia L Renn, Meg Johantgen, Shijun Zhu, Susan G Dorsey

Abstract

This study evaluated the contributions of psychological status and cardiovascular responsiveness to racial/ethnic differences in experimental pain sensitivity. The baseline measures of 3,159 healthy individuals-non-Hispanic white (NHW): 1,637, African-American (AA): 1,012, Asian: 299, and Hispanic: 211-from the OPPERA prospective cohort study were used. Cardiovascular responsiveness measures and psychological status were included in structural equation modeling based mediation analyses. Pain catastrophizing was a significant mediator for the associations between race/ethnicity and heat pain tolerance, heat pain ratings, heat pain aftersensations, mechanical cutaneous pain ratings and aftersensations, and mechanical cutaneous pain temporal summation for both Asians and AAs compared to NHWs. HR/MAP index showed a significant inconsistent (mitigating) mediating effect on the association between race/ethnicity (AAs vs. NHWs) and heat pain tolerance. Similarly, coping inconsistently mediated the association between race/ethnicity and mechanical cutaneous pain temporal summation in both AAs and Asians, compared to NHWs. The factor encompassing depression, anxiety, and stress was a significant mediator for the associations between race/ethnicity (Asians vs. NHWs) and heat pain aftersensations. Thus, while pain catastrophizing mediated racial/ethnic differences in many of the QST measures, the psychological and cardiovascular mediators were distinctly restrictive, signifying multiple independent mechanisms in racial/ethnic differences in pain.

Conflict of interest statement

The authors have declared that no competing interests exist.

Figures

Fig 1. Components resulting from principal component…
Fig 1. Components resulting from principal component analysis (red lines) and parallel analysis (black lines).
Note. Upper left: pain sensitivity data, Upper right: cardiovascular responsiveness data, Bottom: psychological status data.
Fig 2. Mediation model for AA-NHW differences…
Fig 2. Mediation model for AA-NHW differences in heat pain tolerance.
Note. Pain Catastrophizing (PC) partially mediated the association between AA-NHW differences in heat pain tolerance, indicating that AA-NHW differences in heat pain tolerance were partially explained by higher PC in AAs; HR/MAP index negatively mediated the association, indicating that lower HR/MAP index (higher baroreflex set point) in AAs partially suppressed AA-NHW differences in heat pain tolerance. Path values represent standardized beta coefficients (*p Mk=a0+akX+covariates+εk;k=1,2,…,4 Y=b0+bkMk+c′X+covariates+ε;k=1,2,…,4 Where age, gender, BMI, study site, and education and income level were entered as covariates. The product of akbk represents the indirect effect for kth mediator and c’ the direct effect.
Fig 3. Mediation model for Asian-NHW differences…
Fig 3. Mediation model for Asian-NHW differences in heat pain aftersensations.
Note. Depression, Anxiety, and Stress (DAS) and Pain Catastrophizing (PC) partially mediated the association between Asian-NHW and heat pain ratings, indicating that Asian-NHW differences in heat pain aftersensations were partially explained by higher levels of DAS and PC in Asians. Path values represent standardized beta coefficients (*p

References

    1. Nahin RL. Estimates of pain prevalence and severity in adults: United States, 2012. J PAIN 2015;16(8):769–780. 10.1016/j.jpain.2015.05.002
    1. Edwards RR, Doleys DM, Fillingim RB, Lowery D. Ethnic differences in pain tolerance: Clinical implications in a chronic pain population. Psychosom Med 2001;63(2):316–323.
    1. Glover TL, Goodin BR, Horgas AL, Kindler LL, King CD, Sibille KT, et al. Vitamin D, race, and experimental pain sensitivity in older adults with knee osteoarthritis. Arthritis Rheum 2012;64(12):3926–3935. 10.1002/art.37687
    1. Goodin BR, Bulls HW, Herbert MS, Schmidt J, King CD, Glover TL, et al. Temporal summation of pain as a prospective predictor of clinical pain severity in adults aged 45 years and older with knee osteoarthritis: Ethnic differences. Psychosom Med 2014;76(4):302–310. 10.1097/PSY.0000000000000058
    1. Anderson KO, Green CR, Payne R. Critical review: Racial and ethnic disparities in pain: Causes and consequences of Unequal care. Journal of Pain 2009;10:1187–1204. 10.1016/j.jpain.2009.10.002
    1. Green CR, Anderson KO, Baker TA, Campbell LC, Decker S, Fillingim RB, et al. The unequal burden of pain: Confronting racial and ethnic disparities in pain [corrected] [published erratum appears in PAIN MED 2005 Jan/Feb;6(1):99]. PAIN MED 2003;4(3):277–294.
    1. Bolen J, Schieb L, Hootman JM, Helmick CG, Theis K, Murphy LB. (2010). Differences in the prevalence and impact of arthritis among racial/ethnic groups in the United States, National Health Interview Survey, 2002, 2003, and 2006. Prev Chronic Dis 2010;7(3):1–5.
    1. Parmelee PA, Harralson TL, McPherron JA, DeCoster J, Schumacher HR. Pain, disability, and depression in osteoarthritis: Effects of race and sex. J Aging Health 2012;24(1):168–187. 10.1177/0898264311410425
    1. Tan G, Jensen MP, Thornby J, Anderson KO. Ethnicity, control appraisal, coping, and adjustment to chronic pain among black and white Americans. PAIN MED 2005;6(1):18–28. 10.1111/j.1526-4637.2005.05008.x
    1. Gagnon CM, Matsuura JT, Smith CC, Stanos SP. Ethnicity and interdisciplinary pain treatment. Pain Pract 2014;14(6):532–540. 10.1111/papr.12102
    1. Hooten WM, Knight-Brown M, Townsend CO, Laures HJ. Rehabilitation section: Clinical outcomes of multidisciplinary pain rehabilitation among African American compared with Caucasian patients with chronic pain. Pain Medicine 2012;13:1499–1508. 10.1111/j.1526-4637.2012.01489.x
    1. Krumova EK, Geber C, Westermann A, Maier C. Neuropathic pain: Is quantitative sensory testing helpful? Current Diabetes Reports 2012;12(4):393–402. 10.1007/s11892-012-0282-7
    1. Cruz-Almeida Y, Riley I J., Fillingim RB. Psychology, psychiatry & brain neuroscience section: Experimental pain phenotype profiles in a racially and ethnically diverse sample of healthy adults. Pain Medicine 2013;14:1708–1718. 10.1111/pme.12203
    1. Greenspan JD, Slade GD, Bair E, Dubner R., Fillingim RB, Ohrbach R, et al. Pain sensitivity risk factors for chronic TMD: Descriptive data and empirically identified domains from the OPPERA case control study. Journal of Pain 2011;12:T61–T74. 10.1016/j.jpain.2011.08.006
    1. Kim HJ, Yang GS, Greenspan JD, Downton KD, Griffith KA, Renn CL, et al. Racial and ethnic differences in experimental pain sensitivity: Systematic review and meta-analysis. Pain 2017;158(2):194–211. 10.1097/j.pain.0000000000000731
    1. Rahim-Williams B, Riley I, J., Williams AKK, Fillingim RB. Psychology, psychiatry & brain neuroscience section: A quantitative review of ethnic group differences in experimental pain response: Do biology, psychology, and culture matter? Pain Medicine 2012;13:522–540. 10.1111/j.1526-4637.2012.01336.x
    1. Maixner W. Interactions between cardiovascular and pain modulatory systems: Physiological and pathophysiological implications. J Cardiovasc Electrophysiol 1991;2:S3 10.1111/j.1540-8167.1991.tb01366.x
    1. Maixner W, Fillingim R, Kincaid S, Sigurdsson A, Harris MB. Relationship between pain sensitivity and resting arterial blood pressure in patients with painful temporomandibular disorders. Psychosom Med 1997;59(5):503–511.
    1. Maixner W. Autonomic and somatosensory interactions: Physiological and pathophysiological implications. Proceedings of the Finnish Dental Society 1989;85(4–5):395–407.
    1. Randich A, Maixner W. Interactions between cardiovascular and pain regulatory systems. Neurosci Biobehav Rev 1984;8(3):343–367.
    1. al'Absi M, Petersen KL, Wittmers LE. Blood pressure but not parental history for hypertension predicts pain perception in women. Pain 2000;88:61–68.
    1. Bruehl S, Chung OY, Jirjis JN, Biridepalli S. Prevalence of clinical hypertension in patients with chronic pain compared to nonpain general medical patients. Clin J Pain 2005;21(2):147–153.
    1. Campbell TS, Hughes JW, Girdler SS, Maixner W, Sherwood A. Original report: Relationship of ethnicity, gender, and ambulatory blood pressure to pain sensitivity: Effects of individualized pain rating scales. Journal of Pain 2004;5:183–191. 10.1016/j.jpain.2004.02.305
    1. Bruehl S, Chung OY. Review: Interactions between the cardiovascular and pain regulatory systems: An updated review of mechanisms and possible alterations in chronic pain. Neurosci Biobehav Rev 2004;28:395–414. 10.1016/j.neubiorev.2004.06.004
    1. Appelhans BM, Luecken LJ. Heart rate variability and pain: Associations of two interrelated homeostatic processes. Biol Psychol 2008;77:174–182. 10.1016/j.biopsycho.2007.10.004
    1. Maixner W, Greenspan J, Dubner R, Bair E, Mulkey F, Miller V, et al. Potential autonomic risk factors for chronic TMD: Descriptive data and empirically identified domains from the OPPERA case-control study. Journal of Pain 2011;12(11 Suppl):T75–91.
    1. Guasti L, Zanotta D, Mainardi LT, Petrozzino MR, Crimoldi P, Garganico D, et al. Hypertension-related hypoalgesia, autonomic function and spontaneous baroreflex sensitivity. Autonomic Neuroscience: Basic & Clinical 2002;99(2):127.
    1. Mechlin B, Heymen S, Edwards CL, Girdler SS. Ethnic differences in cardiovascular-somatosensory interactions and in the central processing of noxious stimuli. Psychophysiology 2011;48(6):762–763 10.1111/j.1469-8986.2010.01140.x
    1. Gatchel R, Peng Y, Peters M, Fuchs P, Turk D. The biopsychosocial approach to chronic pain: Scientific advances and future directions. Psychol Bull. 2007;133(4):581–624. 10.1037/0033-2909.133.4.581
    1. Chan MYP, Hamamura T, Janschewitz K. Ethnic differences in physical pain sensitivity: Role of acculturation. Pain 2013;154:119–123. 10.1016/j.pain.2012.09.015
    1. Schwartz SJ, Unger JB, Zamboanga BL, Szapocznik J. Rethinking the concept of acculturation: Implications for theory and research. Am Psychol 2010;65:237–251. 10.1037/a0019330
    1. Forsythe LP, Thorn B, Day M, Shelby G. Race and sex differences in primary appraisals, catastrophizing, and experimental pain outcomes. Journal of Pain 2011;12(5):563–572. 10.1016/j.jpain.2010.11.003
    1. Hsieh AY, Tripp DA, Ji LJ, Sullivan MJ. Comparisons of catastrophizing, pain attitudes, and cold-pressor pain experience between Chinese and European Canadian young adults. J PAIN 2010;11(11):1187–1194. 10.1016/j.jpain.2010.02.015
    1. Sullivan M, Thorn B, Haythornthwaite JA, Keef F, Martin M, Bradley LA, et al. Theoretical perspectives on the relation between catastrophizing and pain. Clin J Pain 2001;17(1):52–64.
    1. Hastie BA, Riley I, J., Fillingim RB. Original report: Ethnic differences in pain coping: Factor structure of the coping strategies questionnaire and coping strategies questionnaire-revised. Journal of Pain 2004;5:304–316. 10.1016/j.jpain.2004.05.004
    1. Meints SM, Hirsh AT. Original report: In Vivo praying and catastrophizing mediate the race differences in experimental pain sensitivity. Journal of Pain 2015;16:491–497. 10.1016/j.jpain.2015.02.005
    1. Baker T, Buchanan N, Corson N. Factors influencing chronic pain intensity in older black women: Examining depression, locus of control, and physical health. Journal of women's health 2008;17(5):869–78. 10.1089/jwh.2007.0452
    1. Baker TA, Buchanan NT, Small BJ, Hines RD, Whitfield KE. Identifying the relationship between chronic pain, depression, and life satisfaction in older African Americans. Res Aging 2011;33(4):426–443.
    1. Lee JE, Watson D, Frey-Law L. Psychological factors predict local and referred experimental muscle pain: A cluster analysis in healthy adults. European Journal of Pain 2013;17(6):903 10.1002/j.1532-2149.2012.00249.x
    1. Mok LC, Lee IF. Anxiety, depression and pain intensity in patients with low back pain who are admitted to acute care hospitals. J Clin Nurs 2008;17(11):1471–1480. 10.1111/j.1365-2702.2007.02037.x
    1. Sjors A, Larsson B, Persson AL, Gerdle B. An increased response to experimental muscle pain is related to psychological status in women with chronic non-traumatic neck-shoulder pain. BMC Musculoskeletal Disorders 2011;12(1):230–241.
    1. Kim HJ, Park E, Storr CL, Tran K, Juon H. Depression among Asian-American adults in the community: Systematic review and meta-analysis. PLoS ONE 2015;10(6):1–20.
    1. Slade GD, Bair E, By K, Mulkey F, Baraian C, Rothwell R, et al. Study methods, recruitment, sociodemographic findings, and demographic representativeness in the OPPERA study. Journal of Pain 2011;12:T12–T26. 10.1016/j.jpain.2011.08.001
    1. Rolke R, Baron R, Maier C, Tolle TR, Treede RD, Beyer A, et al. Quantitative sensory testing in the German Research Network on Neuropathic Pain (DFNS): Standardized protocol and reference values. PAIN 2006;123:231–243. 10.1016/j.pain.2006.01.041
    1. DiCarlo SE, Bishop VS. Central baroreflex resetting as a means of increasing and decreasing sympathetic outflow and arterial pressure. Annals New York Academy of Sciences 2001;940:324–337.
    1. Hyphantis T, Kroenke K, Papatheodorou E, Palka V, Theocharopoulos N, Ninou A, et al. Validity of the Greek version of the PHQ 15-item somatic symptom severity scale in patients with chronic medical conditions and correlations with emergency department use and illness perceptions. Compr Psychiatry 2014;55(8):1950–1959. 10.1016/j.comppsych.2014.08.042
    1. Naraghi M, Atari M. A comparison of depression scores between aesthetic and functional rhinoplasty patients. Asian Journal of Psychiatry 2015;14:28–30. 10.1016/j.ajp.2015.01.009
    1. Spielberger CD, Gorusch RL, Lushene R, Bagg PR, Jacos GA. Manual for the State-Trait Anxiety Inventory (Form Y1). Palo Alto, CA: Consulting Psychologists Press;1983.
    1. Cohen S, Kamarck T, Mermelstein R. A global measure of perceived stress. J Health Soc Behav 1983(4):385
    1. Riley JL III, Robinson ME. CSQ: Five factors or fiction? Clin J Pain 1997;13(2):156–162.
    1. Hastie BA III RJ, Fillingim RB, Osman A, Barrios FX, Gutierrez PM, et al. Ethnic differences in pain coping: Factor structure of the coping strategies questionnaire and coping strategies questionnaire-revised. Journal of Pain 2011;5;23; 0(6; 4; 3):304; 351;E39-316 13p;365;E55.
    1. Osman A, Barrios FX, Gutierrez PM, Kopper BA, Merrifield T, Grittmann L. The pain catastrophizing scale: Further psychometric evaluation with adult samples. J Behav Med 2000;23:351–365
    1. Sullivan MJL, Bishop SR, Pivik J, Preacher KJ, Hayes AF. The pain catastrophizing scale: Development and validation. Psychol Assess 1995;7:524–532.
    1. Fillingim RB, Ohrbach R, Greenspan JD, Knott C, Dubner R, Bair E, et al. Potential psychosocial risk factors for chronic TMD: Descriptive data and empirically identified domains from the OPPERA case-control study. Journal of Pain 2011;12:T46–T60. 10.1016/j.jpain.2011.08.007
    1. MacKinnon EP, Fairchild AJ, Fritz MS, Mediation analysis, Annu Rev Psychol 2007, 58:593 10.1146/annurev.psych.58.110405.085542
    1. Gunzler D, Chen T, Pan WU, Zhang H. Introduction to mediation analysis with structural equation modeling. Shanghai Archives of Psychiatry 2013;25(6):390–394. 10.3969/j.issn.1002-0829.2013.06.009
    1. Hooper D, Coughlan J, Mullen MR. Structural equation modelling: Guidelines for determining model fit. Electronic Journal of Business Research Methods 2008;6(1):53–59.
    1. Preacher KJ, Hayes AF. SPSS and SAS procedures for estimating indirect effects in simple mediation models. Behavior Research Methods Instruments & Computers 2004;36(4):717–731.
    1. Thompson B, Daniel LG. Factor analytic evidence for the construct validity of scores: a historical overview and some guidelines. Educ Psychol Meas 1996;56:197–208.
    1. Fabian LA, McGuire L, Goodin BR, Edwards RR. Acute pain section: Ethnicity, catastrophizing, and qualities of the pain experience. Pain Medicine 2011;12:314–321. 10.1111/j.1526-4637.2010.01015.x
    1. Meints SM, Stout M, Abplanalp S, Hirsh AT. Pain-Related Rumination, But Not Magnification or Helplessness, Mediates Race and Sex Differences in Experimental Pain. Journal of Pain 2017;18(3):332–339. 10.1016/j.jpain.2016.11.005
    1. Gracely RH, Geisser ME, Giesecke T, Grant MAB, Petzke F, Williams DA, et al. Pain catastrophizing and neural responses to pain among persons with fibromyalgia. Brain 2004;127(4):835–843
    1. Seminowicz DA, Davis KD. Cortical responses to pain in healthy individuals depends on pain catastrophizing. Pain 2006;120:297–306. 10.1016/j.pain.2005.11.008
    1. Ahn H, Weaver M, Lyon D, Choi E, Fillingim RB. Depression and pain in Asian and white Americans with knee osteoarthritis. Journal of Pain 2017. 10.1016/j.jpain.2017.05.007
    1. Pollatos O, Dietel A, Herbert BM, Wankner S, Wachsmuth C, Henningsen P, et al. Blunted autonomic reactivity and increased pain tolerance in somatoform patients. Pain 2011;152:2157–2164. 10.1016/j.pain.2011.05.024
    1. Duschek S, Mück I, Reyes dP. Relationship between baroreceptor cardiac reflex sensitivity and pain experience in normotensive individuals. International Journal of Psychophysiology 2007;65:193–200. 10.1016/j.ijpsycho.2007.03.012
    1. La Rovere M.T., Bigger JT, J., Marcus FI, Mortara A, Schwartz PJ. Baroreflex sensitivity and heart-rate variability in prediction of total cardiac mortality after myocardial infarction. ATRAMI (autonomic tone and reflexes after myocardial infarction) investigators. Lancet 1998;351(9101):478–484.
    1. Meghani SH. Corporatization of pain medicine: Implications for widening pain care disparities. Pain Medicine 2011;12(4):634–644. 10.1111/j.1526-4637.2011.01074.x
    1. Riley JL, Wade JB, Myers CD, Sheffield D, Papas RK, Price DD. Racial/ethnic differences in the experience of chronic pain. Pain 2002;100:291–298.

Source: PubMed

3
Abonner