What question did this study set out to answer?

This research aims to understand the connections between gene mutations, organelle structure, and cellular mechanics.

May 12, 2026Open Access

12 Gene Mutation Corelated with Organelle Geometry & Phisics

Key Points

This research aims to understand the connections between gene mutations, organelle structure, and cellular mechanics.
Developed BioEngine v2, a multi-scale biophysical simulator for eukaryotic cell dynamics.
Utilized a coupled parameter-bus architecture to link gene expression with biochemical and mechanical processes.
Measured outputs in calibrated physiological units.
Demonstrated significant relationships between gene expression and organelle distribution.
Found that mechanobiological feedback impacts biochemical dynamics and structural deformations.
Outputs indicated measurable changes in organelle geometry based on genomic modulation.

Abstract

BioEngine v2 is a deterministic, multi-scale biophysical simulator that modelsthe coupled dynamics of a single eukaryotic cell across four hierarchical levels:genomic parameter modulation (M1), biochemical ODE dynamics (M2), structuralmechanical deformation (M3), and organelle spatial geometry (M4). The scientific problem addressed is the integration of causal links between geneexpression, metabolic state, nuclear mechanics, and organelle distribution — fourdomains measured separately in experimental biology but physiologically inseparablein living cells. The approach is a coupled parameter-bus architecture: a shared data structure(GenomicParameterBus) carries scalar modifiers derived from genomic or biochemicalinputs, which propagate through M2→M3→M4 in sequence, with an explicit mechano-biochemical feedback loop (YAP/TAZ, M3→M2). All outputs are expressed inphysically meaningful units (Pa, nM, μm, J), anchored to calibrated literaturevalues. Test Results, Tests Scripts, Graphs , Tumor Math Scripts, Data Used From Literature, Digital Program Derived From the Architecture For Data Pipeline Analisis etc.Research Pupose, Open Invite Open Source Project

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