pathway
Systems Lab Interpretation Engine
Trends, ratios, trajectories, resilience indicators, inflammatory load, metabolic adaptation, and immune phenotyping.
Review layer
Last reviewed 2026-05-17
Systems teaching draft. Content is structured for education and graph expansion, with formal source tagging ready for the next review pass.
core
Systems Frame
This module interprets biomarkers as network signals. Labs are never treated as isolated facts; they are mapped to trajectories, tissue context, and adaptive state.
Core Concepts
Key Interactions
ApoB, hsCRP, insulin, triglycerides, and HRV together describe immune-metabolic vascular pressure.
IgE, eosinophils, tryptase, and alarmin context describe type 2 and mast-cell-linked patterns.
IgG4 is modeled as contextual immune engagement and adaptation, not as a standalone food allergy marker.
Scenario Examples
TH2 dominant pattern
metabolic-inflammatory pattern
neuroimmune dysregulation
tolerance/recovery pattern