Neurogenetic contributions to amyloid beta and tau spreading in the human cortex.
Jorge SepulcreMichel J GrotheFederico d'Oleire UquillasLaura Ortiz-TeránIbai DiezHyun-Sik YangHeidi I L JacobsBernard J HanseeuwQuanzheng LiGeorges El-FakhriReisa A SperlingKeith A JohnsonPublished in: Nature medicine (2018)
Tau and amyloid beta (Aβ) proteins accumulate along neuronal circuits in Alzheimer's disease. Unraveling the genetic background for the regional vulnerability of these proteinopathies can help in understanding the mechanisms of pathology progression. To that end, we developed a novel graph theory approach and used it to investigate the intersection of longitudinal Aβ and tau positron emission tomography imaging of healthy adult individuals and the genetic transcriptome of the Allen Human Brain Atlas. We identified distinctive pathways for tau and Aβ accumulation, of which the tau pathways correlated with cognitive levels. We found that tau propagation and Aβ propagation patterns were associated with a common genetic profile related to lipid metabolism, in which APOE played a central role, whereas the tau-specific genetic profile was classified as 'axon related' and the Aβ profile as 'dendrite related'. This study reveals distinct genetic profiles that may confer vulnerability to tau and Aβ in vivo propagation in the human brain.
Keyphrases
- cerebrospinal fluid
- genome wide
- positron emission tomography
- computed tomography
- climate change
- copy number
- endothelial cells
- gene expression
- type diabetes
- high resolution
- cognitive decline
- metabolic syndrome
- machine learning
- rna seq
- young adults
- pet imaging
- skeletal muscle
- high fat diet
- fatty acid
- mild cognitive impairment
- deep learning
- cerebral ischemia
- insulin resistance
- convolutional neural network