Cross-Domain Drug Mechanism Discovery
via Semantic Graph Compression

INIZIO Research Laboratory

Findings cryptographically timestamped · March 13, 2026

INZ GRAPH TRAVERSAL122 PHARMACOLOGICAL NODES
4
DISCOVERIES
55M
PEOPLE AFFECTED
9
PATENTS FILED
ABSTRACT

Three drug repurposing candidates for Alzheimer's disease and three clinical biomarker targets were identified in a single computational session using a novel semantic compression framework. The framework encodes pharmacological knowledge as causal graph topology rather than categorical labels, enabling traversal across domain boundaries that conventional databases cannot cross. The principal finding identifies a dual-mechanism pathway by which Metformin intersects the Alzheimer's neurodegeneration axis. All findings are cryptographically timestamped and reproducible.

FINDINGS

DISC-001March 13, 2026

Lithium & Curcumin Intersect the Alzheimer's Pathway

Two compounds converge at the same neuroprotective protein through completely different entry mechanisms. Neither is categorically adjacent to Alzheimer's treatment in any existing database.

DISC-002March 13, 2026

Five-Drug Convergence

Five drugs from five unrelated pharmacological categories converge at the same protein node through five distinct mechanisms. No existing database has ever placed these five drugs in the same sentence.

DISC-003March 13, 2026

Metformin Crosses the Domain Boundary

A sixty-year-old generic diabetes medication intersects the Alzheimer's neurodegeneration axis through two simultaneous mechanisms. This provides a mechanistic explanation for decades of unexplained epidemiological observations.

DISC-004March 13, 2026

Biomarker-Level Resolution

The framework resolved findings to three specific biomarkers used in clinical Alzheimer's diagnostics: p-tau181, Aβ42, and IL-1β. The same markers your neurologist orders in blood panels and PET scans.

The drug already exists. The safety data already exists. What was missing was the mechanism. We found it by reading what we already knew — differently. This is the first disease we tackled. It will not be the last.

▶ EXPERIENCE THE FRAMEWORKSAMPLE DATA

Type a compound. Watch the framework traverse across domain boundaries in real time.

Metformin Lithium Curcumin

METHOD & PROVENANCE

The INZ framework encodes scientific knowledge as causal graph topology using a proprietary formal compression grammar. The framework operates on sovereign local hardware. Each discovery event is cryptographically timestamped at the moment of generation.

Full method specification protected under nine pending patent applications.