Overview
Cross-system analysis of mental health conditions has generated hypotheses about inflammation links, drug response, and novel treatment approaches. These build on decades of psychiatric and neuroscience research, while opening new avenues for investigation.
Mental health conditions affect over a billion people globally, yet treatment often involves trial-and-error. Better predictors of response could transform care and prevent countless tragedies.
The Hypotheses
Depression-Inflammation Axis
SSRI Response Clustering
22q-Schizophrenia Pathway
Antipsychotic-Receptor Matching
CV-Mental Health Bidirectionality
Novel Antidepressant Targets
Mood Stabilizer Optimization
Research Priority Matrix
| Hypothesis | Data Required | Feasibility | Impact |
|---|---|---|---|
| H1: Depression-inflammation | Trial stratification | High | Very High |
| H2: SSRI clustering | Switch studies | High | Moderate |
| H3: 22q-schizophrenia | GWAS analysis | Moderate | Very High |
| H4: Antipsychotic matching | Binding + response | Moderate | High |
| H5: CV-mental health | CV trial data | High | High |
| H6: Novel mechanisms | Ketamine trials | Moderate | High |
| H7: Mood stabilizer optimization | Registry data | Moderate | High |
Potential Impact
1 billion+ people have mental health conditions. 700,000 die by suicide annually.
If these hypotheses improve treatment:
- Prevent tens of thousands of suicides
- Reduce treatment-resistant cases
- Transform quality of life for hundreds of millions
The gut-brain axis connects directly to depression and anxiety through vagus nerve signaling, microbial neurotransmitter production, and inflammatory cytokines. See our Microbiome & Immunity hypotheses for testable predictions on psychobiotics and dysbiosis-depression connections.
Collaboration Invitation
We seek partnerships with:
- Depression/schizophrenia clinical trial networks
- Biomarker databases (inflammation + mental health)
- 22q research centers
- Novel treatment (psychedelic) research groups