yoonalimsuwan/EVOLUTION-ONE: Evolution ONE : Multi‑Level Cancer Evolution & Structural Impact Engine

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Auteur principal: Yoon A Limsuwan
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Publié: Zenodo 2026
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author Yoon A Limsuwan
author_facet Yoon A Limsuwan
contents <p>Evolution ONE is a standalone, vendor‑neutral platform that models cancer progression through the lens of Self‑Organised Criticality (SOC), duon biology, and physics‑based structural refinement. It ingests genomic mutation data (MAF, VCF) and outputs a complete oncological profile:</p> <p>the evolutionary regime of the tumour (stable, critical, or collapsing),</p> <p>future escape mutations likely to destabilise key proteins,</p> <p>CRISPR‑Cas editing designs (gRNA + repair templates),</p> <p>epigenetic targets for methylation editing,</p> <p>personalised drug and stabiliser recommendations,</p> <p>correlations between lifestyle factors and mutation load.</p> <p>The engine can operate entirely on its own, or optionally leverage REAL FOLD ONE and REAL FOLD ONE HT for atomic‑resolution ΔΔG calculation and high‑throughput mutation scanning.</p>
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publishDate 2026
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spellingShingle yoonalimsuwan/EVOLUTION-ONE: Evolution ONE : Multi‑Level Cancer Evolution & Structural Impact Engine
Yoon A Limsuwan
<p>Evolution ONE is a standalone, vendor‑neutral platform that models cancer progression through the lens of Self‑Organised Criticality (SOC), duon biology, and physics‑based structural refinement. It ingests genomic mutation data (MAF, VCF) and outputs a complete oncological profile:</p> <p>the evolutionary regime of the tumour (stable, critical, or collapsing),</p> <p>future escape mutations likely to destabilise key proteins,</p> <p>CRISPR‑Cas editing designs (gRNA + repair templates),</p> <p>epigenetic targets for methylation editing,</p> <p>personalised drug and stabiliser recommendations,</p> <p>correlations between lifestyle factors and mutation load.</p> <p>The engine can operate entirely on its own, or optionally leverage REAL FOLD ONE and REAL FOLD ONE HT for atomic‑resolution ΔΔG calculation and high‑throughput mutation scanning.</p>
title yoonalimsuwan/EVOLUTION-ONE: Evolution ONE : Multi‑Level Cancer Evolution & Structural Impact Engine
url https://doi.org/10.5281/zenodo.20283534