Clinical pattern recognition

Patterns as immune state signatures

Learn to read immune behavior through recurring constellations of cytokines, cells, tissues, suppressive signals, and longitudinal context.

TH2 / Allergic Pattern

IgE, mast cells, eosinophils, epithelial alarmins, and type 2 repair biology

IL-1beta, macrophage priming, danger sensing, and metabolic stress

Tregs, IL-10, TGF-beta, SCFAs, efferocytosis, and neural restraint

Interferon tone, NK/CD8 surveillance, macrophage activation, and exhaustion risk

CXCL8, IL-1beta, TNF-alpha, emergency myelopoiesis, and tissue containment

IL-17 barrier recruitment, neutrophil support, mucocutaneous defense, and dysbiosis loops