Physics Nature Is Weird

Proteins fold into the right shapes because they follow a giant 'family tree' map that keeps them from getting lost in their own complexity.

arXiv · March 16, 2026 · 2603.13012

A.Kh. Bikulov, A.P. Zubarev

Why it matters

While most molecules move randomly, scientists found that protein energy states are organized in a strict hierarchy called ultrametricity. This means a protein can only transition between shapes by following specific 'branches' of a tree, explaining how these complex biological machines find their correct form in microseconds instead of wandering aimlessly.

From the abstract

A model for studying the ultrametricity of the energy landscape in a disordered heteropolymer is presented. It is treated as a simplified model of a protein molecule in which amino acid residues are modeled as point masses. Pairwise interactions include universal repulsion, the Lennard-Jones potential, the Coulomb potential with screening, and the elastic potential for bonds between adjacent residues. An analogy with spin glass models is used, allowing the application of replica theory methods.