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The Folding Game: Protein Structure as Nash Equilibrium in the Latent Algebra

Tamás Nagy, Ph.D. Updated 2026-04-04 Short Draft Core Theory Lean-Verified
Mathematics verified. Core theorems are machine-checked in Lean 4. Prose and presentation may not have been human-reviewed.
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Abstract

We establish an exact correspondence between protein folding dynamics and strategic game theory through the Latent algebra's grade decomposition. Under the Nash-Boltzmann duality, amino acid residues become players, dihedral angles become strategies, and the conformational energy function becomes the (negative) payoff. The Latent Number \(\rho\) — measuring the exponential decay rate of interaction grades — determines both the computational complexity of the resulting game and the thermodynamic stability of the native fold. We prove five structural results: (i) Levinthal's paradox resolves because proteins play grade-2 dominated games (\(\rho \gg 1\)), which admit polynomial-time approximate Nash equilibria; (ii) thermal denaturation corresponds to \(\rho\) crossing 1, a Nash equilibrium bifurcation from a unique pure equilibrium to a mixed ensemble; (iii) protein sequence design maps exactly to mechanism design, with stability \(\Delta G_{\text{fold}}\) playing the role of auction revenue; (iv) misfolding diseases correspond to \(\rho \to 1\), placing the folding game at the PPAD-hardness boundary; (v) molecular chaperones act as game moderators that increase \(\rho\), with quantifiable efficiency bounds. All results are formalized in the proof kernel (20 theorems, 0 sorry) and unify two previously independent kernel modules across game theory and structural biology.

Length
3,355 words
Claims
2 theorems
Status
Draft

Connects To

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