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Digital dementia and testing of cognitive intervention for degenerating neural networks

2 weeks ago
The development of effective interventions for neurodegenerative disorders, such as posterior cortical atrophy (a visual Alzheimer's variant), remains to be a significant clinical challenge. We introduce a computational framework using convolutional neural networks (CNNs) as in silico models to simulate visual system degeneration and evaluate intervention strategies. By modeling controlled synaptic decay and comparing three distinct retraining approaches, random data (control), accuracy-based,...
Jasmine A Moore

APOE4 to APOE2 allelic switching in mice improves Alzheimer's disease-related metabolic signatures, neuropathology and cognition

2 weeks ago
Compared to individuals carrying two copies of the ε4 allele of apolipoprotein E (APOE), ε2 homozygotes have an approximate 99% reduction in late-onset Alzheimer's disease (AD) risk. Here we develop a knock-in model that allows for an inducible 'switch' between risk and protective alleles (APOE4s2). Gene expression and proteomic analyses confirm that APOE4s2 mice synthesize E4 at baseline and E2 after tamoxifen administration. A whole-body allelic switch results in a metabolic profile resembling...
Lesley R Golden