Utility of a Short Neuropsychological Protocol for Detecting HIV-Associated Neurocognitive Disorders in Patients with Asymptomatic HIV-1 Infection

被引:2
作者
Martinez-Banfi, Martha [1 ]
Velez, Jorge, I [2 ]
Mebarak Chams, Moises R. [3 ]
Arcos-Holzinger, Mauricio [4 ]
Acosta-Lopez, Johan E. [1 ]
Garcia, Ricardo [5 ]
Victoria Perea, Maria [5 ]
Arcos-Burgos, Mauricio [4 ]
Ladera, Valentina [5 ]
机构
[1] Univ Simon Bolivar, Fac Ciencias Jurid & Sociales, Barranquilla 080005, Colombia
[2] Univ Norte, Dept Ind Engn, Barranquilla 081007, Colombia
[3] Univ Norte, Dept Psychol, Barranquilla 081007, Colombia
[4] Univ Antioquia, Grp Invest Psiquiatria GIPSI, Dept Psiquiatria, Inst Invest Med,Fac Med, Medellin 050010, Colombia
[5] Univ Salamanca, Fac Psicol, Salamanca 37008, Spain
关键词
HIV; AIDS; HAND; neurocognitive disorder; predictive models; neuropsychological screening; machine learning; BRIEF SCREENING TOOLS; DEMENTIA SCALE; COGNITIVE IMPAIRMENT; PERFORMANCE; BATTERY; PATHOGENESIS; DIAGNOSIS; HIV/AIDS; TESTS; HAND;
D O I
10.3390/brainsci11081037
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Human Immunodeficiency Virus type 1 (HIV-1) infection is a chronic disease that affects similar to 40 million people worldwide. HIV-associated neurocognitive disorders (HAND) are common in individuals with HIV-1 Infection, and represent a recent public health problem. Here we evaluate the performance of a recently proposed short protocol for detecting HAND by studying 60 individuals with HIV-1-Infection and 60 seronegative controls from a Caribbean community in Barranquilla, Colombia. The short evaluation protocol used significant neuropsychological tests from a previous study of asymptomatic HIV-1 infected patients and a group of seronegative controls. Brief screening instruments, i.e., the Mini-mental State Examination (MMSE) and the International HIV Dementia Scale (IHDS), were also applied. Using machine-learning techniques, we derived predictive models of HAND status, and evaluated their performance with the ROC curves. The proposed short protocol performs exceptionally well yielding sensitivity, specificity, and overall prediction values >90%, and better predictive capacity than that of the MMSE and IHDS. Community-specific cut-off values for HAND diagnosis, based on the MMSE and IHDS, make this protocol suitable for HAND screening in individuals from this Caribbean community. This study shows the effectivity of a recently proposed short protocol to detect HAND in individuals with asymptomatic HIV-1-Infection. The application of community-specific cut-off values for HAND diagnosis in the clinical setting may improve HAND screening accuracy and facilitate patients' treatment and follow-up. Further studies are needed to assess the performance of this protocol in other Latin American populations.
引用
收藏
页数:21
相关论文
共 101 条
  • [1] Assessment and Management of HIV-Associated Cognitive Impairment: Experience from a Multidisciplinary Memory Service for People Living with HIV
    Alford, Kate
    Banerjee, Sube
    Nixon, Eileen
    O'Brien, Clara
    Pounds, Olivia
    Butler, Andrew
    Elphick, Claire
    Henshaw, Phillip
    Anderson, Stuart
    Vera, Jaime H.
    [J]. BRAIN SCIENCES, 2019, 9 (02)
  • [2] Lifetime antiretroviral exposure and neurocognitive impairment in HIV
    Amusan, Precious
    Power, Christopher
    Gill, M. John
    Gomez, Daniela
    Johnson, Erika
    Rubin, Leah H.
    Fujiwara, Esther
    [J]. JOURNAL OF NEUROVIROLOGY, 2020, 26 (05) : 743 - 753
  • [3] [Anonymous], 1991, Bull World Health Organ, V69, P243
  • [4] Updated research nosology for HIV-associated neurocognitive disorders
    Antinori, A.
    Arendt, G.
    Becker, J. T.
    Brew, B. J.
    Byrd, D. A.
    Cherner, M.
    Clifford, D. B.
    Cinque, P.
    Epstein, L. G.
    Goodkin, K.
    Gisslen, M.
    Grant, I.
    Heaton, R. K.
    Joseph, J.
    Marder, K.
    Marra, C. M.
    McArthur, J. C.
    Nunn, M.
    Price, R. W.
    Pulliam, L.
    Robertson, K. R.
    Sacktor, N.
    Valcour, V.
    Wojna, V. E.
    [J]. NEUROLOGY, 2007, 69 (18) : 1789 - 1799
  • [5] Assessment, Diagnosis, and Treatment of HIV-Associated Neurocognitive Disorder: A Consensus Report of the Mind Exchange Program
    Antinori, Andrea
    Arendt, Gabriele
    Grant, Igor
    Letendre, Scott
    Munoz-Moreno, Jose A.
    [J]. CLINICAL INFECTIOUS DISEASES, 2013, 56 (07) : 1004 - 1017
  • [6] Cortical and subcortical diseases: Do true neuropsychological differences exist?
    Arango-Lasprilla, JC
    Rogers, H
    Lengenfelder, J
    DeLuca, J
    Moreno, S
    Lopera, F
    [J]. ARCHIVES OF CLINICAL NEUROPSYCHOLOGY, 2006, 21 (01) : 29 - 40
  • [7] Humans a neuropsychological battery for evaluating HIV-1 infected patients
    Ardila-Ardila, A
    Goodkin, K
    Concha-Bartolini, M
    Lecusay-Ruiz, R
    O'Mellan-Fajardo, S
    Suárez-Bustamante, P
    Molina-Vásquez, R
    Lee, D
    Chayeb, G
    Wilkie, FL
    [J]. REVISTA DE NEUROLOGIA, 2003, 36 (08) : 756 - 762
  • [8] Multidimensional effects of acculturation on English-language neuropsychological test performance among HIV plus Caribbean Latinas/os
    Arentoft, Alyssa
    Byrd, Desiree
    Robbins, Reuben N.
    Monzones, Jennifer
    Miranda, Caitlin
    Rosario, Ana
    Coulehan, Kelly
    Fuentes, Armando
    Germano, Kaori Kubo
    D'Aquila, Erica
    Sheynin, Jacob
    Fraser, Felicia
    Morgello, Susan
    Mindt, Monica Rivera
    [J]. JOURNAL OF CLINICAL AND EXPERIMENTAL NEUROPSYCHOLOGY, 2012, 34 (08) : 814 - 825
  • [9] HIV-Associated Neurocognitive Impairment in the Modern ART Era: Are We Close to Discovering Reliable Biomarkers in the Setting of Virological Suppression?
    Bandera, Alessandra
    Taramasso, Lucia
    Bozzi, Giorgio
    Muscatello, Antonio
    Robinson, Jake A.
    Burdo, Tricia H.
    Gori, Andrea
    [J]. FRONTIERS IN AGING NEUROSCIENCE, 2019, 11
  • [10] Barragan Duarte J.L., 2007, MAPA GEN TICO COLOMB