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Keenan A. Walker

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Open access Jul 2026

The proteomic and metabolomic signature of inherited chromosomally integrated HHV‐6 and its role in all‐cause dementia and mortality risk: The UK Biobank study

Abstract OBJECTIVE To examine associations of inherited chromosomally integrated human herpesvirus 6 (iciHHV‐6) with incident dementia and mortality, characterize proteomic and metabolomic correlates of carrier status, and evaluate whether these biomarkers relate to dementia and mortality risk. METHODS We analyzed UK Biobank participants ≥50 years of age with plasma metabolomics (N = 138,676) and proteomics (N ≤ 15,416) data and ≈15 years of follow‐up. Cox proportional hazards models adjusted for key confounding factors evaluated associations of iciHHV‐6 with dementia and mortality. Multivariable linear models assessed iciHHV‐6 associations with metabolomic and proteomic profiles. Mediation and interaction were evaluated using structural equation models and Cox models with biomarker interactions. Least absolute shrinkage and selection operator regression identified independent proteomic and metabolomic predictors using imputed biomarker data. RESULTS iciHHV‐6 was associated with higher dementia risk (hazard ratio [HR] = 1.32), particularly among women (HR = 1.66) and individuals with elevated Alzheimer's disease polygenic risk (HR = 1.49). Branched‐chain amino acids (leucine and isoleucine) were elevated among carriers without mediating dementia risk. Proteomic analyses identified 126 nominally associated iciHHV‐6–related proteins, many of which (Neurofilament Light Chain (NEFL), Glial Fibrillary Acidic Protein (GFAP), Yes‐Associated Protein 1 (YAP1), Sialic Acid‐binding Immunoglobulin‐like Lectin 5 (SIGLEC5), Interleukin 19 (IL19), A Disintegrin And Metalloproteinase with Thrombospondin Motifs 16 (ADAMTS16), Sphingomyelin Phosphodiesterase 1 (SMPD1)) were also associated with dementia and/or mortality. Exploratory pathway analyses suggested enrichment of proteins related to immune regulation and post‐translational modification. Predictive models identified NEFL, GFAP, Vascular Endothelial Growth Factor A (VEGF), Brevican (BCAN), remnant cholesterol, and polyunsaturated fatty acids as dementia predictors (area under the curve [AUC] = 0.83), whereas NEFL, Growth Differentiation Factor 15 (GDF15) Latent Transforming Growth Factor Beta Binding Protein 2 (LTBP2), Ectodysplasin A2 Receptor (EDA2R) and Advanced Glycosylation End‐product Specific Receptor (AGER) predicted mortality (AUC = 0.70). DISCUSSION iciHHV‐6 was associated with increased dementia risk, particularly among women and genetically susceptible individuals, with neuroimmune and metabolic biomarker profiles potentially relevant to brain aging and mortality risk.

M. Beydoun, Minkyo Song, Choa Yun et al. · 0 citations
Open access Jul 2026

Threshold Effects, Cognitive Decline, and Longitudinal Changes in White Matter Hyperintensity Volume

Background: Changes in ischemic white matter hyperintensities volume (WMH) on MRI over time are associated with cognitive decline. We investigated whether changes in WMH volume over time exhibit threshold effects of normalized WMH volume on declining cognitive performance and whether these effects on cognition differ between deep white matter hyperintensities (DWMH) and periventricular white matter hyperintensities (PVWMH). Methods: We followed 339 participants longitudinally from GeneSTAR with brain MRI and neuropsychological testing at baseline (2009–2013) and at 13-year follow-up (2023–present) (62% female, and 33% Black, mean baseline age 49.7±9.6). WMH were classified as PVWMH (within 2 mm of ventricles) or DWMH. Two-segment linear spline regression models using adjusted mixed linear regression identified test-specific thresholds longitudinally beyond which cognitive decline accelerated. Cognitive scores from both timepoints were treated as repeated measures, with WMH included as a time-varying predictor. Results: Declines in motor function and processing speed accelerated beyond thresholds of changing PVWMH and DWMH volumes. For Grooved Pegboard tests, changes in volume were associated with minimal effects below a threshold of changing volume (log-transformed ratio of lesion volume to intracranial volume for: PVWMH −9.42 to −9.29; and DWMH −11.8 to −11.7). Substantial declines in cognitive performance were observed above thresholds of increases in volume (slope differences: PVWMH; 14.5–15.1 seconds per log-unit, p < 0.001; and DWMH; 9.54–10.9, p < 0.001). Digit Symbol Substitution Test demonstrated paradoxical positive associations below changing volume thresholds (PVWMH; β=6.68, p=0.001 and DWMH; β=6.98, p < 0.001), reversing to decline above thresholds of increase in volume for PVWMH (Δβ=−11.2, p < 0.001) and DWMH (Δβ=−9.77, p < 0.001). Conclusion: Changes in WMH volume exhibit nonlinear threshold effects on changes in cognitive performance over time and differ by anatomic region. Minimal cognitive impact occurred below thresholds, with accelerated declines above. PVWMH demonstrate larger effects on declining cognitive function than DWMH, particularly for motor and processing speed functions and progress at a faster rate.

Sarvin Sasannia, M. Matsyuk, Shimeng Wang et al. · 0 citations

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