接受治疗的HIV疾病患者大脑预测衰老加剧。

Increased brain-predicted aging in treated HIV disease.

作者信息

Cole James H, Underwood Jonathan, Caan Matthan W A, De Francesco Davide, van Zoest Rosan A, Leech Robert, Wit Ferdinand W N M, Portegies Peter, Geurtsen Gert J, Schmand Ben A, Schim van der Loeff Maarten F, Franceschi Claudio, Sabin Caroline A, Majoie Charles B L M, Winston Alan, Reiss Peter, Sharp David J

机构信息

From the Computational, Cognitive & Clinical Neuroimaging Laboratory, Division of Brain Sciences, Department of Medicine (J.H.C., R.L., D.J.S.), and Division of Infectious Diseases (J.U., A.W.), Imperial College London, UK; Departments of Radiology (M.W.A.C., C.B.L.M.M.), Global Health, Amsterdam Institute for Global Health and Development (AIGHD) (R.A.v.Z., F.W.N.M.W., P.R.), Neurology (P.P., B.A.S.), and Medical Psychology (G.J.G., B.A.S.), Academic Medical Center, Amsterdam, the Netherlands; Department of Infection & Population Health (D.D.F., C.A.S.), University College London, UK; Dutch HIV Monitoring Foundation (F.W.N.M.W., P.R.); Department of Neurology (P.P.), OLVG Hospital; Public Health Service of Amsterdam (M.F.S.v.d.L.), the Netherlands; and Alma Mater Studiorum (C.F.), University of Bologna, Italy.

出版信息

Neurology. 2017 Apr 4;88(14):1349-1357. doi: 10.1212/WNL.0000000000003790. Epub 2017 Mar 3.

Abstract

OBJECTIVE

To establish whether HIV disease is associated with abnormal levels of age-related brain atrophy, by estimating apparent brain age using neuroimaging and exploring whether these estimates related to HIV status, age, cognitive performance, and HIV-related clinical parameters.

METHODS

A large sample of virologically suppressed HIV-positive adults (n = 162, age 45-82 years) and highly comparable HIV-negative controls (n = 105) were recruited as part of the Comorbidity in Relation to AIDS (COBRA) collaboration. Using T1-weighted MRI scans, a machine-learning model of healthy brain aging was defined in an independent cohort (n = 2,001, aged 18-90 years). Neuroimaging data from HIV-positive and HIV-negative individuals were then used to estimate brain-predicted age; then brain-predicted age difference (brain-PAD = brain-predicted brain age - chronological age) scores were calculated. Neuropsychological and clinical assessments were also carried out.

RESULTS

HIV-positive individuals had greater brain-PAD score (mean ± SD 2.15 ± 7.79 years) compared to HIV-negative individuals (-0.87 ± 8.40 years; = 3.48, < 0.01). Increased brain-PAD score was associated with decreased performance in multiple cognitive domains (information processing speed, executive function, memory) and general cognitive performance across all participants. Brain-PAD score was not associated with age, duration of HIV infection, or other HIV-related measures.

CONCLUSION

Increased apparent brain aging, predicted using neuroimaging, was observed in HIV-positive adults, despite effective viral suppression. Furthermore, the magnitude of increased apparent brain aging related to cognitive deficits. However, predicted brain age difference did not correlate with chronological age or duration of HIV infection, suggesting that HIV disease may accentuate rather than accelerate brain aging.

摘要

目的

通过使用神经影像学估计表观脑龄,并探究这些估计值是否与HIV状态、年龄、认知表现以及HIV相关临床参数相关,以确定HIV疾病是否与年龄相关的脑萎缩异常水平有关。

方法

作为艾滋病合并症(COBRA)合作项目的一部分,招募了大量病毒学抑制的HIV阳性成年人(n = 162,年龄45 - 82岁)和高度可比的HIV阴性对照者(n = 105)。使用T1加权MRI扫描,在一个独立队列(n = 2,001,年龄18 - 90岁)中定义了健康脑老化的机器学习模型。然后使用来自HIV阳性和HIV阴性个体的神经影像学数据来估计脑预测年龄;接着计算脑预测年龄差(脑-PAD = 脑预测脑龄 - 实际年龄)得分。还进行了神经心理学和临床评估。

结果

与HIV阴性个体(-0.87 ± 8.40岁;t = 3.48,P < 0.01)相比,HIV阳性个体的脑-PAD得分更高(均值 ± 标准差 2.15 ± 7.79岁)。在所有参与者中,脑-PAD得分增加与多个认知领域(信息处理速度、执行功能、记忆)和一般认知表现的下降有关。脑-PAD得分与年龄、HIV感染持续时间或其他HIV相关指标无关。

结论

尽管病毒得到有效抑制,但在HIV阳性成年人中观察到使用神经影像学预测的表观脑老化增加。此外,表观脑老化增加的程度与认知缺陷有关。然而,预测的脑年龄差与实际年龄或HIV感染持续时间无关,这表明HIV疾病可能加剧而非加速脑老化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db86/5379929/17420d4973c1/NEUROLOGY2016764233FF1.jpg

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