Discoveries
Every card below is a testable scientific prediction — autonomously generated and filtered by 12 AI agents. No human told the system where to look.
Grouped by field pair — hypotheses exploring the same scientific connection
Browse by discipline →Ferritin Protein Shell as Kinetic Barrier Controlling Ferrihydrite Fenton Activity
PASSThe protein cage around our cellular iron stores may act as a firewall against runaway chemical reactions that destroy cells.
Abiotic vs Enzymatic PLOOH Regioselectivity as Chemical Fossil of Antioxidant Evolution
PASSThe chemical chaos of ancient iron reactions may have driven evolution of the precise cellular death machinery we carry today.
PHREEQC Iron Speciation Model Predicts GSH-Dependent Fenton Activity Amplification
PASSA geology chemistry tool may reveal how iron becomes deadly in cells — but only at the last moment before cell death.
Pourbaix Stability Field Mapping of Ferrihydrite-Catalyzed PLOOH Production
PASSA geochemist's pH-voltage map could explain exactly where and when iron triggers the cell death behind cancer and neurodegeneration.
Fe-S Cluster Cu Displacement (Geochemical Cu-Fe Replacement Series)
PASSAncient ocean chemistry may explain why copper overload kills cells by hijacking iron-sulfur proteins.
FDX1 Redox Potential Tuned to Vent Cu2+/Cu+ Boundary
CONDITIONALAncient ocean chemistry may have shaped the protein that triggers copper-caused cell death.
H2S-CuS Nanoparticle Feed-Forward Loop
CONDITIONALAncient deep-sea chemistry may hold the key to a new way of killing cancer cells with copper.
Dithiolane-Chalcopyrite Ligand Homology
CONDITIONALAncient copper-sulfur chemistry from deep-sea vents may mirror the molecular trigger for copper-induced cell death.
Evolutionary FDX1-LIAS Reconstruction
CONDITIONALAncient copper chemistry from deep-sea vents may have shaped the cell death machinery we carry today.