Christopher Jackson, Narayan Rai, Charlee K McLean, Maria Mananita S Hipolito, Flora Terrell Hamilton, Suad Kapetanovic, Evaristus A Nwulia
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Constructs of olfactory ability and decision-making were examined through confirmatory factor analysis (CFA). Structural equation models (SEMs) were used to evaluate the validity of the path relationship between these two constructs.</p><p><strong>Result: </strong>The 100 HIV+ participants (56% female; 96% African Americans; median age = 48 years) had median CD4 count of 576 cells/μl and median HIV RNA viral load <48 copies per milliliter. Majority of HIV+ participants performed randomly throughout the course of IGT tasks, and failed to demonstrate a learning curve. Confirmatory factor analysis provided support for a unidimensional factor underlying poor performances on IGT. Nomological validity for correlations between olfactory ability and IGT performance was confirmed through SEM. Finally, factor scores of olfactory ability and IGT performance strongly predicted 6 months history of drug use, while olfaction additionally predicted hallucinogen use.</p><p><strong>Conclusion: </strong>This study suggests that combination of simple, office-based tasks of olfaction and decision-making may identify those HIV+ individuals who are more prone to risky decision-making. 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引用次数: 0
摘要
研究目的鉴于有神经影像学证据表明决策和嗅觉处理回路存在重叠,我们研究了这样一个假设:在美国艾滋病病毒感染者(HIV+)队列中,嗅觉心理物理任务的损伤将独立预测爱荷华赌博任务(IGT)的不良表现,这是一项与现实生活中的决策密切相关的实验室任务:方法:对华盛顿特区的一组主要为非裔美国人的 HIV 感染者(100 人)和来自另一项研究的少量人口统计学匹配的非 HIV 健康对照者(43 人)进行了 IGT 和嗅觉心理物理任务测试。通过确证因子分析(CFA)对嗅觉能力和决策的结构进行了研究。结构方程模型(SEM)用于评估这两个构念之间路径关系的有效性:结果:100 名 HIV 感染者(56% 为女性;96% 为非裔美国人;年龄中位数为 48 岁)的 CD4 细胞计数中位数为 576 cells/μl,HIV RNA 病毒载量中位数为 576 cells/μl:这项研究表明,将简单的办公室嗅觉和决策任务相结合,可以识别出那些更容易做出危险决策的 HIV 感染者。如果嗅觉和 IGT 任务的共同损伤与决策相关脑区活动的减少相关联,那么这一发现可能具有重要的临床和公共卫生价值。
Overlapping Risky Decision-Making and Olfactory Processing Ability in HIV-Infected Individuals.
Objective: Given neuroimaging evidences of overlap in the circuitries for decision-making and olfactory processing, we examined the hypothesis that impairment in psychophysical tasks of olfaction would independently predict poor performances on Iowa Gambling Task (IGT), a laboratory task that closely mimics real-life decision-making, in a US cohort of HIV-infected (HIV+) individuals.
Method: IGT and psychophysical tasks of olfaction were administered to a Washington DC-based cohort of largely African American HIV+ subjects (N=100), and to a small number of demographically-matched non-HIV healthy controls (N=43) from a different study. Constructs of olfactory ability and decision-making were examined through confirmatory factor analysis (CFA). Structural equation models (SEMs) were used to evaluate the validity of the path relationship between these two constructs.
Result: The 100 HIV+ participants (56% female; 96% African Americans; median age = 48 years) had median CD4 count of 576 cells/μl and median HIV RNA viral load <48 copies per milliliter. Majority of HIV+ participants performed randomly throughout the course of IGT tasks, and failed to demonstrate a learning curve. Confirmatory factor analysis provided support for a unidimensional factor underlying poor performances on IGT. Nomological validity for correlations between olfactory ability and IGT performance was confirmed through SEM. Finally, factor scores of olfactory ability and IGT performance strongly predicted 6 months history of drug use, while olfaction additionally predicted hallucinogen use.
Conclusion: This study suggests that combination of simple, office-based tasks of olfaction and decision-making may identify those HIV+ individuals who are more prone to risky decision-making. This finding may have significant clinical, public health value if joint impairments in olfaction and IGT task correlates with more decreased activity in brain regions relevant to decision-making.