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.
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页数:21
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