Abstract
Pain remains highly prevalent in HIV-seropositive (HIV+) patients despite their well-suppressed viremia with combined antiretroviral therapy. Investigating brain abnormalities within the pain matrix, and in relation to pain symptoms, in HIV+ participants may provide objective biomarkers and insights regarding their pain symptoms. We used Patient-Reported Outcome Measurement Information System (PROMIS®) pain questionnaire to evaluate pain symptoms (pain intensity, pain interference and pain behavior), and structural MRI to assess brain morphometry using FreeSurfer (cortical area, cortical thickness and subcortical volumes were evaluated in 12 regions within the pain matrix). Compared to seronegative (SN) controls, HIV+ participants had smaller surface areas in prefrontal pars triangularis (right: p = 0.04, left: p = 0.007) and right anterior cingulate cortex (p = 0.03) and smaller subcortical regions (thalamus: p ≤ 0.003 bilaterally; right putamen: p = 0.01), as well as higher pain scores (pain intensity-p = 0.005; pain interference-p = 0.008; pain-behavior-p = 0.04). Furthermore, higher pain scores were associated with larger cortical areas, thinner cortices and larger subcortical volumes in HIV+ participants; but smaller cortical areas, thicker cortices and smaller subcortical volumes in SN controls (interaction-p = 0.009 to p = 0.04). These group differences in the pain-associated brain abnormalities suggest that HIV+ individuals have abnormal pain responses. Since these abnormal pain-associated brain regions belong to the affective component of the pain matrix, affective symptoms may influence pain perception in HIV+ patients and should be treated along with their physical pain symptoms. Lastly, associations of lower pain scores with better physical or mental health scores, regardless of HIV-serostatus (p < 0.001), suggest adequate pain treatment would lead to better quality of life in all participants.
Similar content being viewed by others
References
Adle-Biassette H, Levy Y, Colombel M, Poron F, Natchev S, Keohane C, Gray F (1995) Neuronal apoptosis in HIV infection in adults. Neuropathol Appl Neurobiol 21:218–227
Adle-Biassette H, Chrétien F, Wingertsmann L, Héry C, Ereau T, Scaravilli F, Tardieu M, Gray F (1999) Neuronal apoptosis does not correlate with dementia in HIV infection but is related to microglial activation and axonal damage. Neuropathol Appl Neurobiol 25:123–133
Amtmann D, Cook KF, Jensen MP, Chen WH, Choi S, Revicki D, Cella D, Rothrock N, Keefe F, Callahan L, Lai JS (2010) Development of a PROMIS item bank to measure pain interference. Pain 150:173–182
Apkarian V, Scholz J (2006) Shared mechanisms between chronic pain and neurodegenerative disease 3:319–326
Apkarian AV, Bushnell MC, Treede RD, Zubieta JK (2005) Human brain mechanisms of pain perception and regulation in health and disease. Eur J Pain 9:463–484
Atlas LY, Lindquist MA, Bolger N, Wager TD (2014) Brain mediators of the effects of noxious heat on pain. Pain 155:1632–1648
Baliki MN, Schnitzer TJ, Bauer WR, Apkarian AV (2011) Brain morphological signatures for chronic pain. PLoS One 6:e26010
Barnes J, Ridgway GR, Bartlett J, Henley SM, Lehmann M, Hobbs N, Clarkson MJ, MacManus DG, Ourselin S, Fox NC (2010) Head size, age and gender adjustment in MRI studies: a necessary nuisance? NeuroImage 53:1244–1255
Barthas F, Sellmeijer J, Hugel S, Waltisperger E, Barrot M, Yalcin I (2015) The anterior cingulate cortex is a critical hub for pain-induced depression. Biol Psychiatry 77:236–245
Becker JT, Sanders J, Madsen SK, Ragin A, Kingsley L, Maruca V, Cohen B, Goodkin K, Martin E, Miller EN, Sacktor N, Alger JR, Barker PB, Saharan P, Carmichael OT, Thompson PM, Multicenter AIDS Cohort Study (2011) Subcortical brain atrophy persists even in HAART-regulated HIV disease. Brain imaging and behavior 5:77–85
Borsook D, Erpelding N, Becerra L (2013) Losses and gains: chronic pain and altered brain morphology. Expert Rev Neurother 13:1221–1234
Breitbart W, McDonald MV, Rosenfeld B, Passik SD, Hewitt D, Thaler H, Portenoy RK (1996) Pain in ambulatory AIDS patients. I: Pain characteristics and medical correlates Pain 68:315–321
Buckner RL, Head D, Parker J, Fotenos AF, Marcus D, Morris JC, Snyder AZ (2004) A unified approach for morphometric and functional data analysis in young, old, and demented adults using automated atlas-based head size normalization: reliability and validation against manual measurement of total intracranial volume. NeuroImage 23:724–738
Bushnell MC, Duncan GH, Hofbauer RK, Ha B, Chen JI, Carrier B (1999) Pain perception: is there a role for primary somatosensory cortex? Proc Natl Acad Sci U S A 96:7705–7709
Carr D (2004) Pain in HIV/AIDS: a major health problem. In: International Association for the Study of Pain (Carr D, ed)
Ceko M, Bushnell MC, Fitzcharles MA, Schweinhardt P (2013) Fibromyalgia interacts with age to change the brain. NeuroImage Clinical 3:249–260
Cella D et al (2010) The patient-reported outcomes measurement information system (PROMIS) developed and tested its first wave of adult self-reported health outcome item banks: 2005-2008. J Clin Epidemiol 63:1179–1194
Chang L, Andres M, Sadino J, Jiang CS, Nakama H, Miller E, Ernst T (2011) Impact of apolipoprotein E epsilon4 and HIV on cognition and brain atrophy: antagonistic pleiotropy and premature brain aging. NeuroImage 58:1017–1027
Chang L, Jiang C, Cunningham E, Buchthal S, Douet V, Andres M, Ernst T (2014) Effects of APOE ε4, age, and HIV on glial metabolites and cognitive deficits. Neurology 82:2213–2222
Chang L, Lohaugen GC, Douet V, Miller EN, Skranes J, Ernst T (2016) Neural correlates of working memory training in HIV patients: study protocol for a randomized controlled trial. Trials 17(1):62
Chang L, Løhaugen GC, Andres T, Jiang CS, Douet V, Tanizaki N, Walker C, Castillo D, Lim A, Skranes J, Otoshi C, Miller EN, Ernst TM (2017) Adaptive working memory training improved brain function in human immunodeficiency virus-seropositive patients. Ann Neurol 81(1):17–34
Cleary DR, Heinricher MM (2013) Adaptations in responsiveness of brainstem pain-modulating neurons in acute compared with chronic inflammation. Pain 154:845–855
Corasaniti MT, Rotiroti D, Nappi G, Bagetta G (2003) Neurobiological mediators of neuronal apoptosis in experimental neuroAIDS. Toxicol Lett 139:199–206
Dale AM, Fischl B, Sereno MI (1999) Cortical surface-based analysis I: segmentation and surface reconstruction. NeuroImage 9:179–194
Desouza DD, Moayedi M, Chen DQ, Davis KD, Hodaie M (2013) Sensorimotor and pain modulation brain abnormalities in trigeminal neuralgia: a paroxysmal, sensory-triggered neuropathic pain. PLoS One 8:e66340
Ekenze OS, Nwosu CM, Ogunniyi A (2014) Frequency and risk factors for distal sensory polyneuropathy in HIV infection in a developing country. Int J STD AIDS 25:178–183
Ellis RJ, Rosario D, Clifford DB, McArthur JC, Simpson D, Alexander T, Gelman BB, Vaida F, Collier A, Marra CM, Ances B, Atkinson JH, Dworkin RH, Morgello S, Grant I (2010) Continued high prevalence and adverse clinical impact of human immunodeficiency virus-associated sensory neuropathy in the era of combination antiretroviral therapy: the CHARTER study. Arch Neurol 67:552–558
Erpelding N, Moayedi M, Davis KD (2012) Cortical thickness correlates of pain and temperature sensitivity. Pain 153:1602–1609
Evans S, Weinberg BA, Spielman L, Fishman B (2003) Assessing negative thoughts in response to pain among people with HIV. Pain 105:239–245
Fischer CP, Jorgen G, Gundersen H, Pakkenberg B (1999) Preferential loss of large neocortical neurons during HIV infection: a study of the size distribution of neocortical neurons in the human brain. Brain Res 828:119–126
Freund P, Weiskopf N, Ward NS, Hutton C, Gall A, Ciccarelli O, Craggs M, Friston K, Thompson AJ (2011) Disability, atrophy and cortical reorganization following spinal cord injury. Brain 134:1610–1622
Fritz HC, McAuley JH, Wittfeld K, Hegenscheid K, Schmidt CO, Langner S, Lotze M (2016) Chronic back pain is associated with decreased prefrontal and anterior insular gray matter: results from a population-based cohort study. J Pain 17:111–118
Frøkjær JB, Bouwense SA, Olesen SS, Lundager FH, Eskildsen SF, van Goor H, Wilder-Smith OH, Drewes AM (2012) Reduced cortical thickness of brain areas involved in pain processing in patients with chronic pancreatitis. Clinical gastroenterology and hepatology: the official clinical practice journal of the American Gastroenterological Association 10:434-438.e431
Glare PA (2001) Pain in patients with HIV infection: issues for the new millennium. Eur J pain 5 Suppl a:43-48
Gray F, Adle-Biassette H, Chretien F, Lorin de la Grandmaison G, Force G, Keohane C (2001) Neuropathology and neurodegeneration in human immunodeficiency virus infection. Pathogenesis of HIV-induced lesions of the brain, correlations with HIV-associated disorders and modifications according to treatments. Clin Neuropathol 20:146–155
Grovit-Ferbas K, Harris-White ME (2010) Thinking about HIV: the intersection of virus, neuroinflammation and cognitive dysfunction. Immunol Res 48:40–58
Gustin SM, Peck CC, Wilcox SL, Nash PG, Murray GM, Henderson LA (2011) Different pain, different brain: thalamic anatomy in neuropathic and non-neuropathic chronic pain syndromes. The Journal of neuroscience: the official journal of the Society for Neuroscience 31:5956–5964
Hao S (2013) The molecular and pharmacological mechanisms of HIV-related neuropathic pain. Curr Neuropharmacol 11:499–512
Hashmi JA, Baliki MN, Huang L, Baria AT, Torbey S, Hermann KM, Schnitzer TJ, Apkarian AV (2013) Shape shifting pain: chronification of back pain shifts brain representation from nociceptive to emotional circuits. Brain 136:2751–2768
Hong S, Banks WA (2015) Role of the immune system in HIV-associated neuroinflammation and neurocognitive implications. Brain Behav Immun 45:1–12
Huang KT, Owino C, Gramelspacher GP, Monahan PO, Tabbey R, Hagembe M, Strother RM, Njuguna F, Vreeman RC (2013) Prevalence and correlates of pain and pain treatment in a western Kenya referral hospital. J Palliat Med 16:1260–1267
Iannetti GD, Salomons TV, Moayedi M, Mouraux A, Davis KD (2013) Beyond metaphor: contrasting mechanisms of social and physical pain. Trends Cogn Sci 17:371–378
Ji RR, Xu ZZ, Gao YJ (2014) Emerging targets in neuroinflammation-driven chronic pain. Nat Rev Drug Discov 13:533–548
Johansen JP, Fields HL, Manning BH (2001) The affective component of pain in rodents: direct evidence for a contribution of the anterior cingulate cortex. Proc Natl Acad Sci U S A 98:8077–8082
Kaul M, Garden GA, Lipton SA (2001) Pathways to neuronal injury and apoptosis in HIV-associated dementia. Nature 410:988–994
Keltner JR et al (2014) HIV-associated distal neuropathic pain is associated with smaller total cerebral cortical gray matter. J Neuro-Oncol 20:209–218
Kemp WL, Burns DK, Brown TG (2008) Pathology:the big picture. In: inflammation and repair, 1st edition (2 C, ed). The McGraw-Hill Companies, New York
Krashin DL, Merrill JO, Trescot AM (2012) Opioids in the management of HIV-related pain. Pain Physician 15:ES157–ES168
Küper M, Rabe K, Esser S, Gizewski ER, Husstedt IW, Maschke M, Obermann M (2011) Structural gray and white matter changes in patients with HIV. J Neurol 258:1066–1075
Lawson E, Sabin C, Perry N, Richardson D, Gilleece Y, Churchill D, Dean G, Williams D, Fisher M, Walker-Bone K (2014) Is HIV painful? An epidemiologic study of the prevalence and risk factors for pain in HIV-infected patients. The Clinical journal of pain
Liu B, Liu X, Tang SJ (2016) Interactions of opioids and HIV infection in the pathogenesis of chronic pain. Front Microbiol 7:103
Lloyd DM, Helbig T, Findlay G, Roberts N, Nurmikko T (2016) Brain areas involved in anticipation of clinically relevant pain in low back pain populations with high levels of pain behavior. J Pain 17:577–587
Malone IB, Leung KK, Clegg S, Barnes J, Whitwell JL, Ashburner J, Fox NC, Ridgway GR (2015) Accurate automatic estimation of total intracranial volume: a nuisance variable with less nuisance. NeuroImage 104:366–372
Malvar J, Vaida F, Sanders CF, Atkinson JH, Bohannon W, Keltner J, Robinson-Papp J, Simpson DM, Marra CM, Clifford DB, Gelman B, Fan J, Grant I, Ellis RJ, Group C (2015) Predictors of new-onset distal neuropathic pain in HIV-infected individuals in the era of combination antiretroviral therapy. Pain 156:731–739
Mann R, Sadosky A, Schaefer C, Baik R, Parsons B, Nieshoff E, Stacey BR, Tuchman M, Nalamachu S (2016) Burden of HIV-related neuropathic pain in the United States. J Int Assoc Provid AIDS Care 15:114–125
Masliah E, Achim CL, Ge N, DeTeresa R, Terry RD, Wiley CA (1992) Spectrum of human immunodeficiency virus-associated neocortical damage. Ann Neurol 32:321–329
May A (2008) Chronic pain may change the structure of the brain. Pain 137:7–15
Melzack R (2005) Evolution of the neuromatrix theory of pain. The Prithvi raj lecture: presented at the third world congress of world Institute of Pain, Barcelona 2004. Pain Pract 5:85–94
Merlin JS (2015) Chronic pain in patients with HIV infection: what clinicians need to know. Top Antivir Med 23:120–124
Merlin JS, Cen L, Praestgaard A, Turner M, Obando A, Alpert C, Woolston S, Casarett D, Kostman J, Gross R, Frank I (2012) Pain and physical and psychological symptoms in ambulatory HIV patients in the current treatment era. J Pain Symptom Manag 43:638–645
Merlin JS, Westfall AO, Chamot E, Overton ET, Willig JH, Ritchie C, Saag MS, Mugavero MJ (2013) Pain is independently associated with impaired physical function in HIV-infected patients. Pain Med 14:1985–1993
Moayedi M, Weissman-Fogel I, Salomons TV, Crawley AP, Goldberg MB, Freeman BV, Tenenbaum HC, Davis KD (2012) Abnormal gray matter aging in chronic pain patients. Brain Res 1456:82–93
Mole TB, MacIver K, Sluming V, Ridgway GR, Nurmikko TJ (2014) Specific brain morphometric changes in spinal cord injury with and without neuropathic pain. NeuroImage Clinical 5:28–35
Moont R, Crispel Y, Lev R, Pud D, Yarnitsky D (2011) Temporal changes in cortical activation during conditioned pain modulation (CPM), a LORETA study. Pain 152:1469–1477
Moore RD, Wong WM, Keruly JC, McArthur JC (2000) Incidence of neuropathy in HIV-infected patients on monotherapy versus those on combination therapy with didanosine, stavudine and hydroxyurea. AIDS 14:273–278
Mphahlele NR, Mitchell D, Kamerman PR (2012) Pain in ambulatory HIV-positive south Africans. Eur J Pain 16:447–458
Nair SN, Mary TR, Prarthana S, Harrison P (2009) Prevalence of pain in patients with HIV/AIDS: a cross-sectional survey in a south Indian state. Indian J Palliat Care 15:67–70
Oertel BG, Preibisch C, Martin T, Walter C, Gamer M, Deichmann R, Lötsch J (2012) Separating brain processing of pain from that of stimulus intensity. Hum Brain Mapp 33:883–894
Parker R, Stein DJ, Jelsma J (2014) Pain in people living with HIV/AIDS: a systematic review. J Int AIDS Soc 17:18719
Phillips TJ, Brown M, Ramirez JD, Perkins J, Woldeamanuel YW, Williams AC, Orengo C, Bennett DL, Bodi I, Cox S, Maier C, Krumova EK, Rice AS (2014) Sensory, psychological, and metabolic dysfunction in HIV-associated peripheral neuropathy: a cross-sectional deep profiling study. Pain 155:1846–1860
Price DD (1992) The affective-motivational dimension of pain. A two-stage model. APS Journal 1:229–239
Price DD (2000) Psychological and neural mechanisms of the affective dimension of pain. Science 288:1769–1772
Qu C, King T, Okun A, Lai J, Fields HL, Porreca F (2011) Lesion of the rostral anterior cingulate cortex eliminates the aversiveness of spontaneous neuropathic pain following partial or complete axotomy. Pain 152:1641–1648
Ranki A, Nyberg M, Ovod V, Haltia M, Elovaara I, Raininko R, Haapasalo H, Krohn K (1995) Abundant expression of HIV Nef and rev proteins in brain astrocytes in vivo is associated with dementia. AIDS 9:1001–1008
Robinson ME, Craggs JG, Price DD, Perlstein WM, Staud R (2011) Gray matter volumes of pain-related brain areas are decreased in fibromyalgia syndrome. J Pain 12:436–443
Rodriguez-Raecke R, Niemeier A, Ihle K, Ruether W, May A (2009) Brain gray matter decrease in chronic pain is the consequence and not the cause of pain. The Journal of neuroscience: the official journal of the Society for Neuroscience 29:13746–13750
RStudioTeam (2015) Integrated development for R studio. R Studio Inc., USA
Sargolzaei S, Sargolzaei A, Cabrerizo M, Chen G, Goryawala M, Pinzon-Ardila A, Gonzalez-Arias SM, Adjouadi M (2015) Estimating intracranial volume in brain research: an evaluation of methods. Neuroinformatics 13:427–441
Sarma MK, Nagarajan R, Keller MA, Kumar R, Nielsen-Saines K, Michalik DE, Deville J, Church JA, Thomas MA (2014) Regional brain gray and white matter changes in perinatally HIV-infected adolescents. NeuroImage Clinical 4:29–34
Schmidt-Wilcke T (2015) Neuroimaging of chronic pain. Best Pract Res Clin Rheumatol 29:29–41
Schütz SG, Robinson-Papp J (2013) HIV-related neuropathy: current perspectives. HIV AIDS (Auckl) 5:243–251
Schweinhardt P, Bushnell MC (2010) Pain imaging in health and disease--how far have we come? J Clin Invest 120:3788–3797
Serchuck LK, Williams PL, Nachman S, Gadow KD, Chernoff M, Schwartz L, Team I (2010) Prevalence of pain and association with psychiatric symptom severity in perinatally HIV-infected children as compared to controls living in HIV-affected households. AIDS Care 22:640–648
Stewart GJ, Irvine SS, Scott M, Kelleher AD, Marriott DJ, McKnight I, Pethebridge AM, Wodak A, Ziegler J (1996) Managing HIV. Part 1: principles. 1.2 strategies of care in managing HIV. Med J Aust 164:99–104
Teutsch S, Herken W, Bingel U, Schoell E, May A (2008) Changes in brain gray matter due to repetitive painful stimulation. NeuroImage 42:845–849
Tracey I, Mantyh PW (2007) The cerebral signature for pain perception and its modulation. Neuron 55:377–391
Treede RD, Kenshalo DR, Gracely RH, Jones AK (1999) The cortical representation of pain. Pain 79:105–111
Uebelacker LA, Weisberg RB, Herman DS, Bailey GL, Pinkston-Camp MM, Stein MD (2015) Chronic pain in HIV-infected patients: relationship to depression, substance use, and mental health and pain treatment. Pain Med 16:1870–1881
Wade BS, Valcour VG, Wendelken-Riegelhaupt L, Esmaeili-Firidouni P, Joshi SH, Gutman BA, Thompson PM (2015) Mapping abnormal subcortical brain morphometry in an elderly HIV+ cohort. NeuroImage Clinical 9:564–573
Wang B, Liu Z, Liu J, Tang Z, Li H, Tian J (2016) Gray and white matter alterations in early HIV-infected patients: combined voxel-based morphometry and tract-based spatial statistics. Journal of magnetic resonance imaging: JMRI 43:1474–1483
Wiley CA, Masliah E, Morey M, Lemere C, DeTeresa R, Grafe M, Hansen L, Terry R (1991) Neocortical damage during HIV infection. Ann Neurol 29:651–657
Yan N, Cao B, Xu J, Hao C, Zhang X, Li Y (2012) Glutamatergic activation of anterior cingulate cortex mediates the affective component of visceral pain memory in rats. Neurobiol Learn Mem 97:156–164
Zou S, Fitting S, Hahn YK, Welch SP, El-Hage N, Hauser KF, Knapp PE (2011) Morphine potentiates neurodegenerative effects of HIV-1 tat through actions at μ-opioid receptor-expressing glia. Brain 134:3616–3631
Acknowledgements
This study was supported by grants from the National Institute on Drug Abuse (R01-DA-035659, K24-DA16170) and the National Institute on Minority Health and Health Disparities (G12MD-007601). We thank all the research participants for their participation in the study, the community providers who referred the participants, and all the clinical and technical research staff (especially Drs. Tamara Andres, Ahnate Lim and Vanessa Douet) at the University of Hawaii Neuroscience and MR Research Program at the Queen’s Medical Center, who assisted in data collection or provided advice on this project. We also thank the Masters in Clinical Research (MSCR) Program of the University of Hawaii – Manoa, led by Dr. Rosanne Harrigan, for the opportunity to conduct this thesis work. We thank Dr. Jim Davis, for his guidance in statistical analyses.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of Interest
None of the authors have any conflicts of interest regarding the data presented in this manuscript.
Electronic Supplementary Material
ESM 1
(DOCX 205 kb)
Rights and permissions
About this article
Cite this article
Castillo, D., Ernst, T., Cunningham, E. et al. Altered Associations between Pain Symptoms and Brain Morphometry in the Pain Matrix of HIV-Seropositive Individuals. J Neuroimmune Pharmacol 13, 77–89 (2018). https://doi.org/10.1007/s11481-017-9762-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11481-017-9762-5