top of page
The Human Variable
Search


Best Practices for POTS Clinical Trials
POTS clinical trials often fail by treating a multi-system disorder as a narrow cardiovascular condition. This CYNAERA framework outlines stabilization, phenotype stratification, adaptive design, and real-world endpoints to improve outcomes and reduce trial failure.
2 days ago


Lyme Disease Prevalence Formula (US-CCUC™ Aligned)
The true U.S. burden of Lyme disease is estimated at 5 - 7 million Americans, according to CYNAERA’s US-CCUC™ 2026 prevalence model, substantially higher than the roughly 400,000 to 500,000 diagnoses recorded annually. By accounting for underdiagnosis, chronic illness, and fragmented surveillance, this paper reframes Lyme disease as a major chronic illness burden rather than a narrowly counted regional infection.
Apr 12


The Hidden Public Health Cost of AI Data Centers
AI-driven environmental amplification interacts with a large and growing population of individuals with infection-associated chronic conditions (e.g., Long COVID, ME/CFS), who exhibit heightened physiological sensitivity to environmental triggers such as fine particulate matter (PM₂.₅), heat stress, and atmospheric instability.
If you want an alternate tone that leans slightly more policy-facing:
Mar 8


FEMA Wildfire Response Addendum Protocols for IACC (2025-2026)
Climate accelerated wildfires, burning over 7.7 million acres in 2020–2021, threaten the 65–75 million Americans with Infection-Associated Chronic Conditions (IACCs), including Long COVID, Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS), Postural Orthostatic Tachycardia Syndrome (POTS), Mast Cell Activation Syndrome (MCAS), and Small Fiber Neuropathy (SFN)
If you want an alternate tone that leans slightly more policy-facing:
Mar 7


Autoimmune Disease: Patterns, Timing, and the Cost of Snapshot Diagnosis
Autoimmune and immune-mediated illness rarely begins with a clear diagnosis. More often, it begins with patterns that repeat long before medicine assigns a label. Symptoms rise, fall, and cluster. Tests come back “normal.” Patients are told to wait, monitor, or manage symptoms. Yet the immune system is already behaving abnormally. This paper refers to that early, overlooked phase as Stage Zero autoimmune illness.
Jan 9


Intimate Partner Violence Risk in Infection-Associated Chronic Conditions: The RAVYNS™ Projection Model
RAVYNS™ estimates how harm becomes invisible through coerced yielding, systemic neglect, and deliberate sabotage, translating survivor intuition into measurable evidence
Oct 30, 2025
bottom of page
