The Human Variable 

Infection-associated chronic conditions (IACCs) describe a single clinical terrain that appears under many labels—Long COVID, ME/CFS, POTS, MCAS, hEDS overlap, and post-infectious states following EBV, H1N1, Lyme, and Ebola. Triggers differ; downstream biology converges. Across cohorts, patients show immune dysregulation, autonomic instability, mitochondrial hypometabolism, mast-cell mediator sensitivity, connective-tissue fragility, and chronic neuroinflammation.

The CYNAERA Primary Chronic Trigger (PCT) framework embeds PEM as a probability-weighted conversion event inside a prevalence model that accounts for viral exposure, environmental load, climate volatility, and recovery suppression. Modeled remission rises from historical 12–18 percent toward 35–50 percent under PEM-aware, terrain-timed designs, with early-intervention subsets reaching 42–60 percent in best-case conditions.

VitalGuard™ is CYNAERA’s flagship environmental risk engine for infection-associated chronic conditions (IACCs) such as Long COVID, ME/CFS, POTS, MCAS, and Chronic Lyme. It transforms real-time atmospheric and environmental inputs into predictive flare scores that can inform FEMA incident operations, NIH-funded clinical trials, and CDC-aligned public health programs.

CYNAERA has the first clinical intelligence system designed to simulate and stratify patient response across the full complexity of infection-associated chronic conditions (IACCs) such as ME/CFS, Long COVID, POTS, MCAS, EDS, Lyme, CRPS, and related syndromes. Unlike traditional models that flatten patients into crude categories, CYNAERA builds individualized profiles across 11 stratification axes and integrates them with six mechanistic phenotyping domains.

CYNAERA’s AI simulations analyze 120+ therapeutic candidates across 6 mechanisms, weighting them by patient endotype, Pathos™ severity score, and predicted remission probability. This map provides the first public-facing mechanism reference, while full dosing logic, contraindication overlays, and trial-ready protocols remain licensed.

ME/CFS is a relapsing, multisystem condition characterized by immune disruption, neuroinflammation, autonomic dysfunction, and energy metabolism abnormalities. Trials should anchor in stabilization before pursuing cure.