What are the precise temporal dynamics of astrocyte ketone production decline during neurodegeneration progression? — Analysis Notebook

CI-generated notebook stub for analysis SDA-2026-04-15-gap-debate-20260410-112330-9abf86eb. The debate identified a critical therapeutic window when astrocytic ketone production declines but neurons retain oxidation capacity, but the exact timing and molecular triggers re