Access ethically-sourced, anonymized real-world data from autoimmune disease patients. Lab results, medication journeys, symptoms, and AI-powered sentiment — all HIPAA compliant.
Traditional research aggregates patients into cohorts, reducing individual experiences to statistical summaries. Valuable for patterns, but it loses the human story.
PathwayBio data comes from Ethia — a personal health companion where patients track their real journey. You get authentic patient experiences, not survey artifacts.
Learn about EthiaFrom cohort discovery to sentiment analysis, access the tools you need to understand real patient experiences at scale.
Find patient populations matching your exact criteria. Filter by condition, medications, lab values, demographics, and more.
Track inflammatory markers, metabolic panels, and autoimmune antibodies over time to understand disease progression.
Understand treatment patterns, switching behaviors, and real-world medication effectiveness across patient populations.
Access de-identified insights from patient-AI conversations, revealing concerns, hopes, and lived experiences.
Connect with pre-qualified patients interested in clinical trial participation. Ethical, consent-based outreach.
All data is de-identified using Safe Harbor guidelines. BAA available. Patient consent at every step.
Access multiple dimensions of the patient experience through our standardized, research-ready data formats.
Inflammatory markers, metabolic panels, autoimmune antibodies
Daily check-ins, severity scores, symptom correlations
Treatment history, dosing, switching patterns, adherence
AI conversation analysis, emotional trends, patient concerns
A clean, RESTful API with comprehensive documentation. Get up and running in minutes with your preferred language or platform.
Credit-based pricing with 50% of transaction revenue shared with patients — aligning incentives for ethical data access.
For academic researchers and non-profit institutions
For pharmaceutical and biotech research teams
For large-scale research initiatives and partnerships
Join leading pharmaceutical companies and research institutions using PathwayBio to understand the real patient experience.