Kinases are enzymes that transfer a phosphate group from ATP onto target proteins — a single chemical switch that turns biological signals on or off, controlling nearly every process in a living cell. KinaDB brings together 8,626 structures, their activation states, and inhibitor drugs for the human kinome in one searchable place.
Every figure below is computed directly from the 8,626 structures and 85 drugs currently in KinaDB.
Every structure in KinaDB is classified into one of the standard kinome groups. The distribution below reflects the 8,626 structures currently in the database — tyrosine kinases (TYR) and the CMGC group are the most heavily represented.
A geometry-based approach to Active / Inactive labeling.
Every protein kinase has an activation segment — a short, flexible stretch that acts like a molecular switch. When a kinase is "on," this segment folds into a specific shape that lines up the machinery needed to transfer a phosphate group; when it's "off," the segment collapses into a different, incompatible shape.
We represent the activation segment as a simple path through 3D space, one point per residue, and compute the vectors and angles between consecutive residues — describing how the backbone bends and twists at each step. A model trained on this geometric fingerprint, rather than manual inspection, produces the Active / Inactive call shown on every structure page.
A machine-learning approach to reconciling conflicting Active / Inactive activity labels across kinase structures — closely related to the activation-state classification methodology used throughout KinaDB.
doi.org/10.20944/preprints202506.0609.v1 ↗Browse every structure and search approved kinase inhibitor drugs.