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张量值扩散 MRI 检测到认知障碍的 HIV 感染个体的脑微观结构异常。

Tensor-valued diffusion MRI detects brain microstructural abnormalities in HIV infected individuals with cognitive impairment.

机构信息

Department of Neurology, University of Rochester, 601 Elmwood Ave, Rochester, NY, 14642, USA.

Department of Biomedical Engineering, University of Rochester, Rochester, NY, USA.

出版信息

Sci Rep. 2024 Nov 21;14(1):28839. doi: 10.1038/s41598-024-80372-8.

Abstract

Despite advancements, the prevalence of HIV-associated neurocognitive impairment remains at approximately 40%, attributed to factors like pre-cART (combination antiretroviral therapy) irreversible brain injury. People with HIV (PWH) treated with cART do not show significant neurocognitive changes over relatively short follow-up periods. However, quantitative neuroimaging may be able to detect ongoing subtle microstructural changes. In this study, we hypothesized that tensor-valued diffusion encoding metrics would provide greater sensitivity than conventional diffusion tensor imaging (DTI) metrics in detecting HIV-associated brain microstructural injury. We further hypothesized that tensor-valued metrics would exhibit stronger associations with blood markers of neuronal and glial injury, such as neurofilament light chain (NFL) and glial fibrillary acidic protein (GFAP), as well as with cognitive performance. Using MRI at 3T, 24 PWH and 31 healthy controls underwent cross-sectional examination. The results revealed significant variations in tensor-valued diffusion encoding metrics across white matter regions, with associations observed between these metrics, cognitive performance, NFL and GFAP. Moreover, a significant interaction between HIV status and imaging metrics in gray and white matter was observed, particularly impacting total cognitive scores. Of interest, DTI metrics were less likely to be associated with HIV status than tensor-valued diffusion metrics. These findings suggest that tensor-valued diffusion encoding metrics offer heightened sensitivity in detecting subtle changes associated with axonal injury in HIV infection. Longitudinal studies are needed to further evaluate responsiveness of tensor-valued diffusion b-tensor encoding metrics in the contest HIV-associate mild chronic neuroinflammation.

摘要

尽管取得了进展,但 HIV 相关神经认知障碍的患病率仍约为 40%,这归因于 cART(联合抗逆转录病毒疗法)前不可逆的脑损伤等因素。接受 cART 治疗的 HIV 感染者(PWH)在相对较短的随访期间不会出现明显的神经认知变化。然而,定量神经影像学可能能够检测到持续存在的细微结构变化。在这项研究中,我们假设张量值扩散编码指标将比传统的扩散张量成像(DTI)指标更能敏感地检测到与 HIV 相关的脑微结构损伤。我们进一步假设张量值指标将与神经元和神经胶质损伤的血液标志物(如神经丝轻链(NFL)和胶质纤维酸性蛋白(GFAP))以及认知表现具有更强的相关性。使用 3T MRI,对 24 名 PWH 和 31 名健康对照者进行了横断面检查。结果显示,张量值扩散编码指标在白质区域存在显著差异,这些指标与认知表现、NFL 和 GFAP 之间存在相关性。此外,还观察到 HIV 状态与灰质和白质中的影像指标之间存在显著的相互作用,这对总认知评分有明显影响。有趣的是,DTI 指标与 HIV 状态的相关性不如张量值扩散指标。这些发现表明,张量值扩散编码指标在检测与 HIV 感染相关的轴突损伤的细微变化方面具有更高的敏感性。需要进行纵向研究以进一步评估张量值扩散 b-张量编码指标在 HIV 相关轻度慢性神经炎症背景下的反应性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9e67/11582667/5cc3815bca1b/41598_2024_80372_Fig1_HTML.jpg

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