Guided learning

Relationship-first immunology tracks

Beginner

From immune parts to immune states

Cell identity

Cytokine source and target logic

Barrier tissue context

Resolution versus chronicity

Intermediate

Clinical pattern recognition

TH2 pattern

Inflammasome pattern

Tolerance pattern

Neuroimmune amplification

Advanced

Dynamic immune modeling

Thresholds

Trained immunity

Metabolic exhaustion

Digital twin architecture

Visual Lessons

Guided pathway lessons connect stage-by-stage immune dynamics with tissue context and pattern recognition.

Open lessons

Pattern Drills

TH2 / Allergic Pattern

A type 2 pattern suggests barrier alarm, parasite-style defense, allergic sensitization, or repair programs that have become self-amplifying.

Inflammasome Pattern

An inflammasome pattern indicates primed innate sensing with mitochondrial, crystal, pathogen, or sterile damage triggers.

Tolerance / Resolution Pattern

A tolerance pattern reflects active restraint, not absence of immunity. It protects tissue function while preserving readiness.

Antiviral / Interferon Pattern

An antiviral interferon pattern reflects intracellular pathogen or tumor-surveillance logic: early innate sensing, interferon amplification, cytotoxic recruitment, and possible chronic antigen exhaustion.

Neutrophilic / Pyogenic Pattern

A neutrophilic pyogenic pattern reflects extracellular bacterial defense, barrier breach containment, complement-opsonic logic, and marrow demand for short-lived innate effectors.

TH17 / Fungal Barrier Pattern

A TH17 fungal barrier pattern links epithelial stress, Candida/fungal defense, dysbiosis, neutrophil recruitment, and autoimmune-style tissue amplification when regulation fails.

Pattern matrix

Clinical pattern comparison

Pattern	Signals	Cells	Tissues	Counter-regulation
TH2 / Allergic Pattern	IL-4, IL-5, IL-13, TSLP, IL-33, IgE, histamine	mast cells, eosinophils, basophils, T cell subsets, ILC2	lung, skin, gut	IL-10, Tregs, SCFAs, vagal tone, barrier restoration
Inflammasome Pattern	IL-1beta, IL-6, TNF-alpha, CRP, ROS	macrophages, neutrophils, monocytes	adipose, liver, gut, vasculature	IL-10, AMPK, autophagy, efferocytosis, resolvins
Tolerance / Resolution Pattern	IL-10, TGF-beta, SCFAs, adenosine, resolvins	T cell subsets, macrophages, dendritic cells, Bregs	gut, lung, lymphoid tissue	costimulation, IL-12, IFN-gamma, danger signals
Antiviral / Interferon Pattern	IFN-gamma, type I interferons, IL-12, CXCL10, TNF-alpha	dendritic cells, NK cells, CD8 T cells, TH1 cells, macrophages	lung, mucosal lymphoid, spleen, CNS	IL-10, Tregs, checkpoint pathways, antigen clearance, tissue repair programs
Neutrophilic / Pyogenic Pattern	CXCL8/IL-8, IL-1beta, TNF-alpha, IL-6, G-CSF, complement	neutrophils, macrophages, monocytes, dendritic cells	bone marrow, skin, lung, spleen, vasculature	efferocytosis, IL-10, resolvins, barrier repair, source control
TH17 / Fungal Barrier Pattern	IL-17, IL-6, IL-1beta, TGF-beta, CXCL8/IL-8	TH17 cells, neutrophils, dendritic cells, macrophages	gut, skin, mucosal lymphoid, lung	Tregs, IL-10, barrier restoration, microbiome resilience, controlled neutrophil resolution

Relationship testing

Dynamic pathway drills

0/4 correct

A patient pattern shows IL-4, IL-5, eosinophils, mast cells, IgE, itch, and airway mucus. Which systems pattern fits best?

Microbiome disruption plus epithelial stress increases IL-6 and TGF-beta context, with neutrophil recruitment at the barrier. What shift is most likely?

Chronic antigen exposure produces high PD-1, mitochondrial strain, reduced effector function, and persistent inflammatory context. Which adaptive state is this?

Efferocytosis, IL-10, TGF-beta, SCFAs, and vagal tone are all rising. Which direction is the system moving?

Flashcards