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The relationship between synaptodendritic neuropathology and HIV-associated neurocognitive disorders is moderated by cognitive reserve

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Abstract

We examined whether cognitive reserve moderated the relationship between neurodegeneration and cognition in 67 postmortem persons with HIV (PWH) who were cognitively assessed within 1 year of death. Cognitive reserve was measured via the Wide Range Achievement Test-4 reading subtest (WRAT4). Synaptodendritic neurodegeneration was based on densities of synaptophysin and microtubule-associated protein 2 immunohistochemical reactivity in frontal cortex, and categorized as minimal, moderate, or severe (tertile-split). T-Scores from 15 cognitive tests were averaged into a global cognitive T-score. Among those with low cognitive reserve (based on WRAT4 median split), the moderate neurodegeneration group showed cognition that was poorer than the minimal neurodegeneration group and comparable to the severe neurodegeneration group. Among those with high cognitive reserve, the moderate neurodegeneration group showed cognition comparable to the minimal neurodegeneration group and better than the severe neurodegeneration group. High cognitive reserve may buffer against cognitive impairment among PWH with moderate, but not severe, neurodegeneration.

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Data availability

Biospecimens and clinical data collected as part of the NNTC protocols are available from the NNTC by request. Selected clinical data variables are available through the NNTC Query Tools to help requestors shape data and tissue requests and identify subpopulations of interest. Additional clinical data, beyond what is available from the Query Tools, is available from the NNTC cohorts and can be requested from the NNTC using the Data Request Application. Specimens or data obtained from the NNTC cannot be distributed to third-party companies or institutions without prior consent from the NNTC Steering Committee.

References

  • Antinori A, Arendt G, Becker JT, Brew BJ, Byrd DA, Cherner M, Clifford DB, Cinque P, Epstein LG, Goodkin K, Gisslen M, Grant I, Heaton RK, Joseph J, Marder K, Marra CM, McArthur JC, Nunn M, Price RW, Pulliam L, Robertson KR, Sacktor N, Valcour V, Wojna VE (2007) Updated research nosology for HIV-associated neurocognitive disorders. J Neurol 69(18):1789–1799

    CAS  Google Scholar 

  • Benedict RH, Morrow SA, Weinstock Guttman B, Cookfair D, Schretlen DJ (2010) Cognitive reserve moderates decline in information processing speed in multiple sclerosis patients. J Int Neuropsychol Soc 16(5):829–835

    Article  PubMed  Google Scholar 

  • Brown LA, ** J, Ferrell D, Sadic E, Obregon D, Smith AJ, Tan J, Giunta B (2014) Efavirenz promotes β-secretase expression and increased Aβ1-40,42 via oxidative stress and reduced microglial phagocytosis: implications for HIV associated neurocognitive disorders (HAND). PLoS ONE 9(4):e95500

    Article  PubMed  PubMed Central  Google Scholar 

  • Casaletto KB, Weber E, Iudicello JE, Woods SP (2017) Real-world impact of HIV-associated neurocognitive impairment. Changes in the brain: impact on daily life. J Neurovirol: 211–45

  • Chapko D, McCormack R, Black C, Staff R, Murray A (2018) Life-course determinants of cognitive reserve (CR) in cognitive aging and dementia - a systematic literature review. Aging Ment Health 22(8):915–926

    Article  PubMed  Google Scholar 

  • Cysique LA, Franklin D, Jr., Abramson I, Ellis RJ, Letendre S, Collier A, Clifford D, Gelman B, McArthur J, Morgello S, Simpson D, McCutchan JA, Grant I, Heaton RK, Group C, Group H (2011) Normative data and validation of a regression based summary score for assessing meaningful neuropsychological change. J Clin Exp Neuropsychol 33(5):505–522

    Article  Google Scholar 

  • Ellis RJ, Calero P, Stockin MD (2009) HIV infection and the central nervous system: a primer. Neuropsychol Rev 19(2):144–151

    Article  PubMed  PubMed Central  Google Scholar 

  • Foley JM, Ettenhofer ML, Kim MS, Behdin N, Castellon SA, Hinkin CH (2012) Cognitive reserve as a protective factor in older HIV-positive patients at risk for cognitive decline. Appl Neuropsychol Adult 19(1):16–25

    Article  PubMed  PubMed Central  Google Scholar 

  • Hall CB, Derby C, LeValley A, Katz MJ, Verghese J, Lipton RB (2007) Education delays accelerated decline on a memory test in persons who develop dementia. J Neurol 69(17):1657–1664

    CAS  Google Scholar 

  • Heaton RK, Franklin DR, Ellis RJ, McCutchan JA, Letendre SL, Leblanc S, Corkran SH, Duarte NA, Clifford DB, Woods SP, Collier AC, Marra CM, Morgello S, Mindt MR, Taylor MJ, Marcotte TD, Atkinson JH, Wolfson T, Gelman BB, McArthur JC, Simpson DM, Abramson I, Gamst A, Fennema-Notestine C, Jernigan TL, Wong J, Grant I (2011) HIV-associated neurocognitive disorders before and during the era of combination antiretroviral therapy: differences in rates, nature, and predictors. J Neurovirol 17(1):3–16

    Article  CAS  PubMed  Google Scholar 

  • Heaton RK, Miller SW, Taylor MJ, Grant I (2004) Revised comprehensive norms for an expanded Halstead-Reitan Battery: demographically adjusted neuropsychological norms for African American and Caucasian adults. Psychological Assessment Resources Lutz, FL

  • Hindle J, Martyr A, Clare L (2014) Cognitive reserve in Parkinson’s disease: a systematic review and meta-analysis. Parkinsonism Relat Disord 20:1–7

    Article  PubMed  Google Scholar 

  • Kamal S, Locatelli I, Wandeler G, Sehhat A, Bugnon O, Metral M, Du Pasquier R, Gutbrod K, Cavassini M, Schneider MP (2017) The presence of human immunodeficiency virus-associated neurocognitive disorders is associated with a lower adherence to combined antiretroviral treatment. Open Forum Infect Dis 4(2):ofx070

  • Kaur N, Dendukuri N, Fellows LK, Brouillette MJ, Mayo N (2020) Association between cognitive reserve and cognitive performance in people with HIV: a systematic review and meta-analysis. AIDS Care 32(1):1–11

    Article  PubMed  Google Scholar 

  • Kesler SR, Adams HF, Blasey CM, Bigler ED (2003) Premorbid intellectual functioning, education, and brain size in traumatic brain injury: an investigation of the cognitive reserve hypothesis. Appl Neuropsychol 10(3):153–162

    Article  PubMed  Google Scholar 

  • Levine AJ, Soontornniyomkij V, Achim CL, Masliah E, Gelman BB, Sinsheimer JS, Singer EJ, Moore DJ (2016) Multilevel analysis of neuropathogenesis of neurocognitive impairment in HIV. J Neurovirol 22(4):431–441

    Article  CAS  PubMed  Google Scholar 

  • Manly JJ, Touradji P, Tang MX, Stern Y (2003) Literacy and memory decline among ethnically diverse elders. J Clin Exp Neuropsychol 25(5):680–690

    Article  PubMed  Google Scholar 

  • Martin-Thormeyer EM, Paul RH (2009) Drug abuse and hepatitis C infection as comorbid features of HIV associated neurocognitive disorder: neurocognitive and neuroimaging features. Neuropsychol Rev 19(2):215–231

    Article  PubMed  PubMed Central  Google Scholar 

  • Masliah E, Heaton RK, Marcotte TD, Ellis RJ, Wiley CA, Mallory M, Achim CL, McCutchan JA, Nelson JA, Atkinson JH, Grant I (1997) Dendritic injury is a pathological substrate for human immunodeficiency virus-related cognitive disorders. HNRC Group. The HIV Neurobehavioral Research Center. Ann Neurol 42(6):963–72

  • Milanini B, Ciccarelli N, Fabbiani M, Limiti S, Grima P, Rossetti B, Visconti E, Tamburrini E, Cauda R, Di Giambenedetto S (2016) Cognitive reserve and neuropsychological functioning in older HIV-infected people. J Neurovirol 22(5):575–583

    Article  PubMed  Google Scholar 

  • Moore DJ, Masliah E, Rippeth JD, Gonzalez R, Carey CL, Cherner M, Ellis RJ, Achim CL, Marcotte TD, Heaton RK, Grant I (2006) Cortical and subcortical neurodegeneration is associated with HIV neurocognitive impairment. AIDS 20(6):879–887

    Article  PubMed  Google Scholar 

  • Morgan EE, Woods SP, Smith C, Weber E, Scott JC, Grant I (2012) Lower cognitive reserve among individuals with syndromic HIV-associated neurocognitive disorders (HAND). AIDS Behav 16(8):2279–2285

    Article  PubMed  PubMed Central  Google Scholar 

  • Narsi K, Tomita A, Ramlall S (2020) Cognitive reserve and its determinants in newly HIV diagnosed antiretroviral-naive adults from periurban and informal settlements: evidence from an HIV hyperendemic South African setting. J Acquir Immune Defic Syndr 85(3):387–393

    Article  PubMed  Google Scholar 

  • Norman MA, Moore DJ, Taylor M, Franklin D, Jr., Cysique L, Ake C, Lazarretto D, Vaida F, Heaton RK, Group H (2011) Demographically corrected norms for African Americans and Caucasians on the Hopkins Verbal Learning Test-Revised, Brief Visuospatial Memory Test-Revised, Stroop Color and Word Test, and Wisconsin Card Sorting Test 64-Card Version. J Clin Exp Neuropsycho 33(7):793–804

    Article  Google Scholar 

  • Patel SM, Thames AD, Arbid N, Panos SE, Castellon S, Hinkin CH (2013) The aggregate effects of multiple comorbid risk factors on cognition among HIV-infected individuals. J Clin Exp Neuropsychol 35(4):421–434

    Article  PubMed  PubMed Central  Google Scholar 

  • Pope CN, Fazeli PL, Vance DE, Mrug S, Ball KK, Stavrinos D (2022) Cognitive reserve attenuates the association between HIV serostatus and cognitive performance in adults living in the deep South. Appl Neuropsychol Adult 29(5):993–1002

    Article  PubMed  Google Scholar 

  • Rohit M, Levine A, Hinkin C, Abramyan S, Saxton E, Valdes-Sueiras M, Singer E (2007) Education correction using years in school or reading grade-level equivalent? Comparing the accuracy of two methods in diagnosing HIV-associated neurocognitive impairment. J Int Neuropsychol Soc 13(3):462–470

    Article  PubMed  PubMed Central  Google Scholar 

  • Saloner R, Lobo JD, Paolillo EW, Campbell LM, Letendre SL, Cherner M, Grant I, Heaton RK, Ellis RJ, Moore DJ (2022) Cognitive and physiologic reserve independently relate to superior neurocognitive abilities in adults aging with HIV. J Acquir Immune Defic Syndr 90(4):440–448

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Scarmeas N, Zarahn E, Anderson KE, Habeck CG, Hilton J, Flynn J, Marder KS, Bell KL, Sackeim HA, Van Heertum RL, Moeller JR, Stern Y (2003) Association of life activities with cerebral blood flow in Alzheimer disease: implications for the cognitive reserve hypothesis. Arch Neurol 60(3):359–365

    Article  PubMed  PubMed Central  Google Scholar 

  • Stern Y (2012) Cognitive reserve in ageing and Alzheimer’s disease. Lancet Neurol 11(11):1006–1012

    Article  PubMed  PubMed Central  Google Scholar 

  • Stern Y (2013) Cognitive reserve: implications for assessment and intervention. Folia Phoniatr Logop 65(2):49–54

    Article  PubMed  Google Scholar 

  • Stern Y, Gurland B, Tatemichi TK, Tang MX, Wilder D, Mayeux R (1994) Influence of education and occupation on the incidence of Alzheimer’s disease. JAMA 271(13):1004–1010

    Article  CAS  PubMed  Google Scholar 

  • Stern RA, Silva SG, Chaisson N, Evans DL (1996) Influence of cognitive reserve on neuropsychological functioning in asymptomatic human immunodeficiency virus-1 infection. Arch Neurol 53(2):148–153

    Article  CAS  PubMed  Google Scholar 

  • Sumowski JF, Leavitt VM (2013) Cognitive reserve in multiple sclerosis. Mult Scler 19(9):1122–1127

    Article  PubMed  Google Scholar 

  • Sundermann EE, Heaton RK, Pasipanodya E, Moore RC, Paolillo EW, Rubin LH, Ellis R, Moore DJ (2018) Sex differences in HIV-associated cognitive impairment. AIDS 32(18):2719–2726

    Article  PubMed  Google Scholar 

  • Thames AD, Foley JM, Panos SE, Singer EJ, Hinkin CH (2011) Cognitive reserve masks the neurobehavioral expression of HIV neurological disorder in older adults. Neurobehav HIV Med 3:87–93

    Article  Google Scholar 

  • Thames AD, Arentoft A, Rivera-Mindt M, Hinkin CH (2013) Functional disability in medication management and driving among individuals with HIV: a 1-year follow-up study. J Clin Exp Neuropsychol 35(1):49–58

    Article  PubMed  Google Scholar 

  • Tucker AM, Stern Y (2011) Cognitive reserve in aging. Curr Alzheimer Res 8(4):354–360

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Vivithanaporn P, Heo G, Gamble J, Krentz HB, Hoke A, Gill MJ, Power C (2010) Neurologic disease burden in treated HIV/AIDS predicts survival: a population-based study. J Neurol 75(13):1150–1158

    CAS  Google Scholar 

  • Wilkinson GS, Robertson GJ (2006) Wide Range Achievement Test—Fourth Edition. Psychological Assessment Resources, Lutz, FL

    Google Scholar 

  • World Health Organization (1998) Composite International Diagnostic Interview (CIDI, version 2.1). Geneva, Switzerland: World Health Organization

  • Zhu W, Li X, Li X, Wang H, Li M, Gao Z, Wu X, Tian Y, Zhou S, Wang K, Yu Y (2021) The protective impact of education on brain structure and function in Alzheimer’s disease. BMC Neurol 21(1):423

    Article  PubMed  PubMed Central  Google Scholar 

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Funding

Primary funding supporting this study was from R01 MH096648 (MPIs: Levine and Moore). Additional funding was provided from the following National Institutes of Health awards: P30 MH062512, N01 MH22005, HHSN271201000036C and HHSN271201000030C, U24 MH100928, and T32 DA031098. The HIV Neurobehavioral Research Center (HNRC) is supported by Center award P30 MH062512 from NIMH.

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Correspondence to Erin E. Sundermann.

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Fisher, A., Moore, D.J., Levine, A.J. et al. The relationship between synaptodendritic neuropathology and HIV-associated neurocognitive disorders is moderated by cognitive reserve. J. Neurovirol. 29, 713–722 (2023). https://doi.org/10.1007/s13365-023-01177-5

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