Ben Spielberg

Verbal and spatial working memory among drug-using hiv-infected men and women

  • Authors Details :  
  • Eileen Martin,  
  • M. K. Keutmann,  
  • J. S. Fogel,  
  • P. M. Maki,  
  • R. Gonzalez,  
  • J. Vassileva,  
  • D. Hardy,  
  • L. H. Rubin

Journal title : Journal of NeuroVirology

Publisher : Springer Science and Business Media LLC

Online ISSN : 1538-2443

Page Number : 488-497

Journal volume : 24

Journal issue : 4

255 Views Research reports

Working memory (WM) is a critical component of many neurocognitive functions. The literature has demonstrated consistently that WM impairment is more frequent and severe among substance-dependent individuals (SDIs) infected with HIV compared with uninfected SDIs; however, the SDIs who participated in these previous studies were primarily male. There are few published data on WM performance among HIV+ women with or without substance use disorders, and essentially no direct comparisons of WM performance between HIV+ men and women, regardless of substance use. We investigated potential sex and serostatus effects on WM among a sample of 360 SDIs (114 with HIV; 66% female) verified abstinent from alcohol and drugs of abuse at testing and generally comparable on substance use and comorbid characteristics. Participants were tested with the n-back task, a well-established WM measure that is sensitive to HIV-associated cognitive impairment. HIV+ men and women performed spatial and verbal versions of the n-back significantly less accurately compared with HIV− participants. Women showed slower response times compared with men on both versions, regardless of HIV serostatus. Individuals dependent on cocaine showed faster RTs compared with non-dependent users, but this effect was not apparent among opioid- or alcohol-dependent groups. Findings on n-back accuracy are consistent with our previous proposal that WM impairment represents a signature deficit among HIV+ SDIs; however, WM impairment appears less common among HIV+ women without a substance use history. The pattern of sex differences in response speed but serostatus effects on response accuracy is comparable to a recent report by our group of sex differences in learning speed but serostatus effects on delayed recall.

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DOI : https://doi.org/10.1007/s13365-018-0639-z

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  • (1). Anderson-Schmidt H, Jogia J, Fast K, Christodoulou T, Haldane M, Kumari V, Frangou S (2009) No gender differences in brain activation during the N-back task: an fMRI study in healthy individuals. Hum Br Map 30:3609–3615
  • (2). Bartok JA, Martin EM, Pitrak DL, Novak RM, Pursell KJ, Mullane KM, Harrow M (1997) Working memory deficits in HIV-seropositive drug users. J Int Neuropsychol Soc 3:451–456
  • (3). Behrman-Lay AM, Paul RH, Heaps-Woodruff J, Baker LM, Usher C, Ances BM (2016) Human immunodeficiency virus has similar effects on brain volumetrics and cognition in males and females. J Neuro Virol 22:93–103
  • (4). Bickel WK, Moody L, Quisenberry A (2014) Computerized working-memory training as a candidate adjunctive treatment for addiction. Alc Res 36:123–126
  • (5). Caldwell JZK, Gongvatana A, Navia BA, Sweet LH, Tashima K, Ding M, Cohen, RA (2014) Neural dysregulation during a working memory task in human immunodeficiency virus-seropositive and hepatitis C coinfected individuals. J NeuroVirol 20:398–411
  • (6). Chang L, Speck O, Miller EN, Braun J, Jovicich J, Koch C, Itti L, Ernst T (2001) Neural correlates of attention and working memory deficits in HIV patients. Neurology 57:1001–1007
  • (7). 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 81:17–34
  • (8). Duff SJ, Hampson E (2001) A sex difference on a novel spatial working memory task in humans. Br Cog 47:470–493
  • (9). Evans KL, Hampson E (2015) Sex differences on prefrontally-dependent cognitive tasks. Br Cog 93:42–53
  • (10). Farinpour R, Martin EM, Seidenberg M, Pitrak DL, Pursell KJ, Mullane KM, Harrow M (2000) Verbal working memory in HIV-seropositive drug users. J Int Neuropsychol Soc 6:548–555
  • (11). First MB, Gibbon M (2004) The Structured Clinical Interview for DSM-IV Axis I Disorders (SCID-I) and the Structured Clinical Interview for DSM-IV Axis II Disorders (SCID-II). New York State Psychiatric Institute, New York
  • (12). Fogel J, Rubin LH, Maki PM, Keutmann M, Gonzalez R, Vassileva J, Martin EM (2017) Effects of sex and HIV serostatus on spatial navigational learning and memory among cocaine users. J NeuroVirol 23:855–863
  • (13). Goldman-Rakic PS (1991) Cellular and circuit basis of working memory in prefrontal cortex of nonhuman primates. Prog Br Res 83:325–336
  • (14). Goldman-Rakic PS (1995) Architecture of the prefrontal cortex and the central executive. Ann N Y Acad Sci 769:71–83
  • (15). Hardy DJ, Hinkin CH (2002) Reaction time performance in adults with HIV/AIDS. J Clin Exp Neuropsychol 24:912–929
  • (16). Haut KM, Barch DM (2006) Sex influences on material-sensitive functional lateralization in working and episodic memory: men and women are not all that different. NeuroImage 32:411–422
  • (17). Hestad KA, Menon JA, Silalukey-Ngoma M, Franklin DR, Imasiku ML, Kalima K, Heaton RK (2012) Sex differences in neuropsychological performance as an effect of human immunodeficiency virus infection: a pilot study in Zambia, Africa. J Nerv Ment Dis 200:71–83
  • (18). Hester R, Garavan H (2004) Executive dysfunction in cocaine addiction: evidence for discordant frontal, cingulate, and cerebellar activity. J Neurosci 24:11017–11022
  • (19). Hinkin CH, Hardy DJ, Mason KI, Castellon SA, Lam MN, Stefaniak M, Zolnikov B (2002) Verbal and spatial working memory performance among HIV-infected adults. J Int Neuropsychol Soc 8:532–538
  • (20). Keane TM, Wolfe J, Taylor KL (1987) Post-traumatic stress disorder: evidence for diagnostic validity and methods of psychological assessment. J Clin Psychol 43:32–43
  • (21). Kellogg SH, McHugh PF, Bell K, Schluger JH, Schluger RP, LaForge KS, Ho A, Kreek MJ (2003) The Kreek–McHugh–Schluger–Kellogg scale: a new, rapid method for quantifying substance abuse and its possible applications. Drug Alc Depend 69:137–150
  • (22). Keutmann M, Gonzalez R, Maki PM, Rubin LH, Vassileva J, Martin E (2017) Sex differences in HIV effects on visual memory among substance-dependent individuals. J Clin Exp Neuropsychol 39:574–586
  • (23). Lejbak L, Crossley M, Vrbancic M (2011) A male advantage for spatial and object but not verbal working memory using the n-back task. Br Cog 76:191–196
  • (24). Letendre S, Marquie-Beck J, Capparelli E, Best B, Clifford D, Collier AC, Gelman BB, McArthur JC, McCutchan JA, Morgello S, Simpson D (2008) Validation of the CNS Penetration-Effectiveness rank for quantifying antiretroviral penetration into the central nervous system. Arch Neurol 65:65–70
  • (25). Levenson MR, Kiehl KA, Fitzpatrick CM (1995) Assessing psychopathic attributes in a noninstitutionalized population. J Pers Soc Psychol 68:151
  • (26). Maki PM, Martin-Thormeyer E (2009) HIV, cognition and women. Neuropsychol Rev 19:204–214
  • (27). Maki PM, Rubin LH, Valcour V, Martin E, Crystal H, Young M, Weber K, Manly J, Richardson J, Alden C, Anastos K (2015) Cognitive function in women with HIV: findings from the Women’s Interagency HIV Study. Neurology 8:231–240
  • (28). Martin EM, Robertson LC, Edelstein HE, Jagust WJ, Sorensen DJ, San Giovanni D, Chirurgi VA (1992) Performance of patients with early HIV-1 infection on the stroop task. J Clin Exp Neuropsychol 14:857–868
  • (29). Martin EM, Sullivan TS, Reed RA, Fletcher TA, Pitrak DL, Weddington W, Harrow M (2001) Auditory working memory in HIV-1 infection. J Intl Neuropsychol Soc 7:20–26
  • (30). Martin E, Gonzalez R, Vassileva J, Maki P (2011) HIV+ men and women show different performance patterns on procedural learning tasks. J Clin Exp Neuropsychol 33:112–120
  • (31). Martin E, Gonzalez R, Vassileva J, Maki PM, Bechara A, Brand M (2016) Sex and HIV serostatus differences in decision making under risk among substance-dependent individuals. J Clin Exp Neuropsychol 38:404–415
  • (32). 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 19:215–231
  • (33). McLellan AT, Luborsky L, Woody GE, O' Brien CP (1980). An improved diagnostic evaluation instrument for substance abuse patients: the addiction severity index. J Nerv Ment Dis 168:26–33
  • (34). Meyer VJ, Rubin LH, Martin E, Weber KM, Cohen MH, Golub ET, Valcour V, Young MA, Crystal H, Anastos K, Aouizerat BE (2013) HIV and recent illicit drug use interact to affect verbal memory in women. J Acquir Immune Defic Syndr 63:67–76
  • (35). Miller DI, Halpern DF (2014) The new science of cognitive sex differences. Trends Cog Sci 18:37–45
  • (36). Rapeli P, Kivisaari R, Autti T, Kähkönen S, Puuskari V, Jokela O, Kalska H (2006) Cognitive function during early abstinence from opioid dependence: a comparison to age, gender, and verbal intelligence matched controls. BMC Psychiatry 6:9
  • (37). Reed JL, Gallagher NM, Sullivan M, Callicott JH, Green AE (2017) Sex differences in verbal working memory performance emerge at very high loads of common neuroimaging tasks. Brain Cog 113:56–56
  • (38). Robertson KR, Kapoor C, Robertson WT, Fiscus S, Ford S, Hall CD (2004) No gender differences in the progression of nervous system disease in HIV infection. J Acquir Immune Defic Syndr 36:817–822
  • (39). Royal W III, Cherner M, Burdo TH, Umlauf A, Letendre SL, Jumare J, Abimiku A, Alabi P, Alkali N, Bwala S, Okwuasaba K, Eyzaguirre LM, Akolo C, Guo M, Williams KC, Blattner WA (2016) Associations between cognition, gender and monocyte activation among HIV infected individuals in Nigeria. PLoS One 11:e0147182
  • (40). Rubin LH, Maki PM, Springer G, Benning L, Anastos K, Gustafson D, Villacres MC, Jiang X, Adimora A, Waldrop-Valverde D, Vance DE, Bolivar H, Alden C, Martin EM, Valcour VG (2017) Cognitive trajectories over 4 years among HIV-infected women with optimal viral suppression. Neurology 89:1594–1603
  • (41). Stein MA, Sandoval R, Szumowski E, Roizen N, Reinecke MA, Blondis TA, Klein Z (1995) Psychometric characteristics of the Wender Utah Rating Scale (WURS): reliability and factor structure for men and women. Psychopharmacol Bull 31:425–433
  • (42). Stout JC, Salmon DP, Butters N, Taylor M, Peavy G, Heindel WC, Delis DC, Ryan L, Atkinson JH, Chandler JL, Grant I, the HNRC Group (1995) Decline in working memory associated with HIV infection. HNRC Group. Psychol Med 25:1221–1232
  • (43). Sundermann EE, Bishop JR, Rubin LH, Little DM, Meyer VJ, Martin E, Weber K, Cohen M, Maki PM (2015) Genetic predictor of working memory and prefrontal function in women with HIV. J Neuro Virol 21:81–91
  • (44). Walker KA, Brown GG (2017) HIV-associated executive dysfunction in the era of modern antiretroviral therapy: a systematic review and meta-analysis. J Clin Exp Neuropsychol July 9:1–20
  • (45). Wechsler D (2001) Wechsler Test of Adult Reading: WTAR. Psychological Corporation, San Antonio
  • (46). Wesley MJ, Bickel WK (2014) Remember the future II: meta-analyses and functional overlap of working memory and delay discounting. Biol Psychiatry 75:435–438
  • (47). Wetherington CL (2010) Sex differences and gonadal hormone influences in drug addiction and sexual behavior: progress and possibilities. Hormones Behav 58:2–7
  • (48). Yi JY, Bell RP, Ross T, Stein E, Daughters SB (2017) Poorer working memory performance among cocaine users accounted for by increased activation in the middle frontal gyrus. Drug Alc Depend 171:e220–e221



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