Metabolic associations with stroke, dementia, and imaging markers of cerebral small vessel disease: a comprehensive metabolomics study
Harshfield, E. L.; Markus, H.
Show abstract
BackgroundCerebral small vessel disease is a major cause of ischemic stroke and vascular dementia, which are among the leading causes of death and disability worldwide. Metabolomics can help identify novel risk factors to better understand pathogenesis, predict disease progression and severity, and identify therapeutic targets. MethodsWe analyzed metabolomics profiles from 118,021 UK Biobank participants with baseline metabolomics measurements (baseline surveys, 2006-2010; latest follow-up, March 2022). We examined cross-sectional associations of 325 metabolites with clinical diagnoses of stroke and dementia and MRI markers of small vessel disease. We also evaluated relationships between metabolites and future risk of stroke and dementia and performed Mendelian randomization to ascertain causal relationships. ResultsAmong 118,021 participants (54% women; mean recruitment age, 56.5 years), 2,477 stroke and 1,785 dementia events were recorded (median follow-up, 13.1 years). In cross-sectional analyses, lower levels of apolipoproteins, free cholesterol, cholesteryl esters, fatty acids, lipoprotein particle concentrations, phospholipids, and triglycerides were associated with increased white matter microstructural damage on diffusion tensor MRI. Lower levels of amino acids and fatty acids and higher levels of ketone bodies were associated with increased risk of dementia. In longitudinal analyses, lipoprotein subclasses of very large HDL were associated with increased risk of stroke, and acetate, 3-hydroxybutyrate, and relative lipoprotein lipid concentrations were associated with increased risk of dementia. Mendelian randomization analyses identified strong evidence supporting causal relationships for many associations. Conclusionsbiomarker profiling platform and experimentation In this large-scale metabolomics study, we found multiple metabolites associated with stroke, dementia, and MRI markers of small vessel disease. Further studies may help develop personalized prediction models for patients at increased risk of stroke and dementia and provide insights into mechanistic pathways and future treatment approaches. Key PointsO_ST_ABSQuestionC_ST_ABSAre metabolites associated with stroke, dementia, and MRI markers of cerebral small vessel disease? FindingsIn an analysis of individual-participant data from 118,021 participants, we identified 289 metabolites that were significantly associated with stroke, dementia, and MRI markers of small vessel disease. MeaningMetabolic markers were associated with risk of stroke, dementia, and MRI markers of small vessel disease, which could be used to develop personalized prediction models and novel treatment approaches for patients at increased risk of vascular-related conditions.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Genetically predicted on-statin LDL response is associated with higher intracerebral hemorrhage risk 94%
- Educational attainment, structural brain reserve, and Alzheimer’s disease: a Mendelian randomization analysis 94%
- Glucose metabolism reflects local atrophy and tau pathology in symptomatic Alzheimer’s disease 93%
Similar papers in this journal
- Polygenic Susceptibility to Diabetes and Poor Glycemic Control in Stroke Survivors 92%
- Lesions in putative language and attention regions are linked to more severe strokes in patients with higher white matter hyperintensity burden 91%
- CSF Aβ38 levels are associated with Alzheimer-related decline: implications for γ-secretase modulators 90%
Similar papers in this journal
- Polygenic coronary artery disease association with brain atrophy in the cognitively impaired 93%
- Assessment of white matter hyperintensity severity using multimodal MRI in Alzheimer's Disease 93%
- Longitudinal Evaluation of Magnetic Resonance Spectroscopy Metabolites as Biomarkers in Huntington’s Disease 93%
Similar papers in this journal
- Whole Exome Sequencing Analyses Support a Role of Vitamin D Metabolism in Ischemic Stroke 94%
- A Genomic Risk Score Identifies Individuals at High Risk for Intracerebral Hemorrhage 93%
- Association of Baseline Cerebrovascular Reactivity and Longitudinal Development of Enlarged Perivascular Spaces in the Basal Ganglia 92%