Omics‐derived biological modules reflect metabolic brain changes in Alzheimer's disease
INTRODUCTION Brain glucose hypometabolism, indexed by the fluorodeoxyglucose positron emission tomography ([18F]FDG‐PET) imaging, is a metabolic signature of Alzheimer's disease (AD). However, the underlying biological pathways involved in these metabolic changes remain elusive. METHODS Here, w...
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Veröffentlicht in: | Alzheimer's & dementia 2024-10, Vol.20 (10), p.6709-6721 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | INTRODUCTION
Brain glucose hypometabolism, indexed by the fluorodeoxyglucose positron emission tomography ([18F]FDG‐PET) imaging, is a metabolic signature of Alzheimer's disease (AD). However, the underlying biological pathways involved in these metabolic changes remain elusive.
METHODS
Here, we integrated [18F]FDG‐PET images with blood and hippocampal transcriptomic data from cognitively unimpaired (CU, n = 445) and cognitively impaired (CI, n = 749) individuals using modular dimension reduction techniques and voxel‐wise linear regression analysis.
RESULTS
Our results showed that multiple transcriptomic modules are associated with brain [18F]FDG‐PET metabolism, with the top hits being a protein serine/threonine kinase activity gene cluster (peak‐t(223) = 4.86, P value |
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ISSN: | 1552-5260 1552-5279 1552-5279 |
DOI: | 10.1002/alz.14095 |