Parametric mathematical engine links somatic mutations to organelle-level stress in cancer cells, suggesting new analytical frameworks.
Gene Mutation Corelated With Citology Engine A parametric mathematical engine that links somatic mutation profiles — quantified by variant allele frequencies (VAFs) — to organelle-level stress equilibria in cancer cells. The core claim is that genomic instability can be treated as a *spectral property* of a cell-fidelity network matrix, and that perturbations to that matrix from specific mutations propagate analytically to subcellular structures. The framework is cancer-type agnostic. All biological constants are injected through a `CancerProfile` parameter object, making the same equations applicable to any cancer type by swapping the parameter object. Test Results, Tests Scripts, Graphs , Tumor Math Scripts, Data Used From Literature, Digital Program Derived From the Architecture For Data Pipeline Analisis etc.
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Ionut Alexandru Stefan (2026) studied this question.
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