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GlialSignalingEngine

Model glial cell signaling in neuroinflammation, comparing astrocyte and microglia activation in Alzheimer's disease.

Features

  • Astrocyte activation state quantification (AD vs control)
  • Microglia morphology and phagocytosis scoring
  • Neuroinflammatory cytokine network analysis
  • Glial-neuron interaction modeling
  • Statistical comparison across 200 brain samples

Results

200 brain samples; Astrocyte AD/Ctrl=9.31/4.34 (p=2.4e-40); Neuroinflammation p=4.3e-45

Usage

pip install numpy scipy matplotlib
python glial_signaling_engine.py

Tags

glial-signaling, astrocyte, microglia, neuroinflammation, neuroimmunology

About

Max-Biomni: GlialSignalingEngine — AI×Bio computational engine

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