Literature DB >> 33679577

Patterns and Predictors of Cognitive Function Among Virally Suppressed Women With HIV.

Raha M Dastgheyb1, Alison S Buchholz2, Kathryn C Fitzgerald1, Yanxun Xu3,4, Dionna W Williams5,6, Gayle Springer7, Kathryn Anastos8, Deborah R Gustafson9, Amanda B Spence10, Adaora A Adimora11, Drenna Waldrop12, David E Vance13, Joel Milam14, Hector Bolivar15, Kathleen M Weber16, Norman J Haughey1,2, Pauline M Maki17, Leah H Rubin1,2,7.   

Abstract

Cognitive impairment remains frequent and heterogeneous in presentation and severity among virally suppressed (VS) women with HIV (WWH). We identified cognitive profiles among 929 VS-WWH and 717 HIV-uninfected women from 11 Women's Interagency HIV Study sites at their first neuropsychological (NP) test battery completion comprised of: Hopkins Verbal Learning Test-Revised, Trail Making, Symbol Digit Modalities, Grooved Pegboard, Stroop, Letter/Animal Fluency, and Letter-Number Sequencing. Using 17 NP performance metrics (T-scores), we used Kohonen self-organizing maps to identify patterns of high-dimensional data by mapping participants to similar nodes based on T-scores and clustering those nodes. Among VS-WWH, nine clusters were identified (entropy = 0.990) with four having average T-scores ≥45 for all metrics and thus combined into an "unimpaired" profile (n = 311). Impaired profiles consisted of weaknesses in: (1) sequencing (Profile-1; n = 129), (2) speed (Profile-2; n = 144), (3) learning + recognition (Profile-3; n = 137), (4) learning + memory (Profile-4; n = 86), and (5) learning + processing speed + attention + executive function (Profile-5; n = 122). Sociodemographic, behavioral, and clinical variables differentiated profile membership using Random Forest models. The top 10 variables distinguishing the combined impaired vs. unimpaired profiles were: clinic site, age, education, race, illicit substance use, current and nadir CD4 count, duration of effective antiretrovirals, and protease inhibitor use. Additional variables differentiating each impaired from unimpaired profile included: depression, stress-symptoms, income (Profile-1); depression, employment (Profile 2); depression, integrase inhibitor (INSTI) use (Profile-3); employment, INSTI use, income, atazanavir use, non-ART medications with anticholinergic properties (Profile-4); and marijuana use (Profile-5). Findings highlight consideration of NP profile heterogeneity and potential modifiable factors contributing to impaired profiles.
Copyright © 2021 Dastgheyb, Buchholz, Fitzgerald, Xu, Williams, Springer, Anastos, Gustafson, Spence, Adimora, Waldrop, Vance, Milam, Bolivar, Weber, Haughey, Maki and Rubin.

Entities:  

Keywords:  HIV; cognition; heterogeneity; machine learning; phenotypes; random forest; women

Year:  2021        PMID: 33679577      PMCID: PMC7928382          DOI: 10.3389/fneur.2021.604984

Source DB:  PubMed          Journal:  Front Neurol        ISSN: 1664-2295            Impact factor:   4.003


  51 in total

1.  Neurocognitive SuperAging in Older Adults Living With HIV: Demographic, Neuromedical and Everyday Functioning Correlates.

Authors:  Rowan Saloner; Laura M Campbell; Vanessa Serrano; Jessica L Montoya; Elizabeth Pasipanodya; Emily W Paolillo; Donald Franklin; Ronald J Ellis; Scott L Letendre; Ann C Collier; David B Clifford; Benjamin B Gelman; Christina M Marra; J Allen McCutchan; Susan Morgello; Ned Sacktor; Dilip V Jeste; Igor Grant; Robert K Heaton; David J Moore
Journal:  J Int Neuropsychol Soc       Date:  2019-03-20       Impact factor: 2.892

2.  Response inhibition and set shifting in patients with frontal lobe epilepsy or temporal lobe epilepsy.

Authors:  Carrie R McDonald; Dean C Delis; Marc A Norman; Spencer R Wetter; Evelyn S Tecoma; Vicente J Iragui
Journal:  Epilepsy Behav       Date:  2005-08-08       Impact factor: 2.937

Review 3.  Neurological complications of HIV infection.

Authors:  Justin C McArthur; Bruce J Brew; Avi Nath
Journal:  Lancet Neurol       Date:  2005-09       Impact factor: 44.182

Review 4.  The synergistic effects of HIV, diabetes, and aging on cognition: implications for practice and research.

Authors:  David E Vance; Pariya L Fazeli; Joan E Dodson; Michelle Ackerman; Michele Talley; Susan J Appel
Journal:  J Neurosci Nurs       Date:  2014-10       Impact factor: 1.230

5.  Verbal working memory impairments in individuals with schizophrenia and their first-degree relatives: findings from the Consortium on the Genetics of Schizophrenia.

Authors:  William P Horan; David L Braff; Keith H Nuechterlein; Catherine A Sugar; Kristin S Cadenhead; Monica E Calkins; Dorcas J Dobie; Robert Freedman; Tiffany A Greenwood; Raquel E Gur; Ruben C Gur; Gregory A Light; James Mintz; Ann Olincy; Allan D Radant; Nicholas J Schork; Larry J Seidman; Larry J Siever; Jeremy M Silverman; William S Stone; Neal R Swerdlow; Debbie W Tsuang; Ming T Tsuang; Bruce I Turetsky; Michael F Green
Journal:  Schizophr Res       Date:  2008-04-11       Impact factor: 4.939

6.  Post-traumatic stress is associated with verbal learning, memory, and psychomotor speed in HIV-infected and HIV-uninfected women.

Authors:  Leah H Rubin; Maria Pyra; Judith A Cook; Kathleen M Weber; Mardge H Cohen; Eileen Martin; Victor Valcour; Joel Milam; Kathryn Anastos; Mary A Young; Christine Alden; Deborah R Gustafson; Pauline M Maki
Journal:  J Neurovirol       Date:  2015-09-24       Impact factor: 2.643

7.  Investigation of menopausal stage and symptoms on cognition in human immunodeficiency virus-infected women.

Authors:  Leah H Rubin; Erin E Sundermann; Judith A Cook; Eileen M Martin; Elizabeth T Golub; Kathleen M Weber; Mardge H Cohen; Howard Crystal; Julie A Cederbaum; Kathyrn Anastos; Mary Young; Ruth M Greenblatt; Pauline M Maki
Journal:  Menopause       Date:  2014-09       Impact factor: 2.953

8.  Neurocognitive consequences of HIV infection in older adults: an evaluation of the "cortical" hypothesis.

Authors:  J Cobb Scott; Steven Paul Woods; Catherine L Carey; Erica Weber; Mark W Bondi; Igor Grant
Journal:  AIDS Behav       Date:  2011-08

9.  Midlife adiposity predicts cognitive decline in the prospective Multicenter AIDS Cohort Study.

Authors:  Leah H Rubin; Deborah Gustafson; Kellie L Hawkins; Long Zhang; Lisa P Jacobson; James T Becker; Cynthia A Munro; Jordan E Lake; Eileen Martin; Andrew Levine; Todd T Brown; Ned Sacktor; Kristine M Erlandson
Journal:  Neurology       Date:  2019-06-14       Impact factor: 11.800

10.  Cognitive trajectories over 4 years among HIV-infected women with optimal viral suppression.

Authors:  Leah H Rubin; Pauline M Maki; Gayle Springer; Lorie Benning; Kathryn Anastos; Deborah Gustafson; Maria C Villacres; Xiong Jiang; Adaora A Adimora; Drenna Waldrop-Valverde; David E Vance; Hector Bolivar; Christine Alden; Eileen M Martin; Victor G Valcour
Journal:  Neurology       Date:  2017-09-13       Impact factor: 9.910

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