ArticleScientific reports2024
Tensor-valued diffusion MRI detects brain microstructural abnormalities in HIV infected individuals with cognitive impairment.
Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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10 citing papers in PubMed.
- Brain MR Elastography Metrics Associated with Alterations in Learning and Memory in People with HIV.Research square · 2026Article
- Denoising strategies for higher resolution Q-space trajectory imaging with limited scanner hardware.Magma (New York, N.Y.) · 2026Article
- Tensor-Valued Diffusion MRI for Microstructural Assessment During Stereotactic Radiotherapy of Brain Metastases: A Feasibility Study.Tomography (Ann Arbor, Mich.) · 2026Article
- HIV-Associated Microstructural Abnormalities in Default Mode, Executive Control, and Salience Networks: Insights from Tensor-Valued Diffusion Encoding.Bioengineering (Basel, Switzerland) · 2026Article
- A rest-task fMRI study of spatial working memory in HIV-infected individuals across cognitive states.BMC medical imaging · 2026Article
- A multimodal imaging-based integrative framework for HIV-associated cognitive impairment and treatment response.Frontiers in neuroscience · 2026Article
- Model-based deep learning with fully connected neural networks for accelerated magnetic resonance parameter mapping.International journal of computer assisted radiology and surgery · 2025Article
- Article
- Update on neurological complications of HIV.Current opinion in HIV and AIDS · 2025Review
- Plasma Biomarkers and Cognitive Decline in HIV: Findings from Two U.S. Cohorts.TouchREVIEWS in infectious diseases · 2025Article
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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.
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