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The Human Variable
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Socioeconomic Phenotype Index (SPI™): Reframing Social Determinants as Biological Terrain
The Socioeconomic Phenotype Index (SPI™) represents a paradigm shift in how health science conceptualizes the role of socioeconomic status. For decades, poverty, access barriers, and discrimination have been categorized as “social determinants of health” (SDOH). While this framing acknowledges their impact, it relegates them to the periphery of medical science.
SPI™ reframes these determinants as phenotypes — measurable biological terrains that directly influence disease o
Sep 29, 2025


PCT-Driven ME/CFS Prevalence Formula
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.
Sep 19, 2025


Reclassifying MCS and MCAS: Toward Multi-Chemical and Environmental Hypersensitivity Disorders (MCEHD)
This white paper argues that MCS and MCAS are vantage points on a shared hypersensitivity terrain, proposing a new classification, Multi-Chemical and Environmental Hypersensitivity Disorders (MCEHD), that unites them, honors patient ingenuity, and formalizes my frameworks.
Sep 13, 2025


CYNAERA's VitalGuard™ : Environmental Flare Risk Engine
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.
Aug 31, 2025


CYNAERA ESA™ Leveraging Local Clinics as Micro-ERs During Disasters
The CYNAERA ESA (Emergency Stabilization Authorization) framework presents a solution. During a declared emergency, ESA enables states and FEMA to pre-authorize qualified clinics to operate as temporary micro-ERs and reimburse those services as emergency protective measures. Critically, ESA does not require new legislation. It strategically aligns existing authorities under the Stafford Act for federal disaster declarations, FEMA Public Assistance Category B for emergency pro
Aug 31, 2025


Corrected National Prevalence Estimates for Infection-Associated Chronic Conditions (IACCs)
When corrected through the US-CCUC™ framework, the combined burden of the ten most prominent infection-associated chronic conditions is estimated to affect approximately 75–90 million Americans, with 25–35 million individuals experiencing multiple overlapping conditions. Long COVID alone likely affects a population approaching 65 million adults over time when accounting for diagnostic undercounting and relapsing disease trajectories.
Aug 29, 2025
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