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Integrative quantum and systems biology of cancer: From molecular fluctuations to ecological outcomes.

Abstract

This review treats cancer as a multiscale adaptive system, asks what the framework must predict to be worth adopting, and separates at each scale what the evidence establishes from what is proposed. It is an expert narrative synthesis, not a systematic review, and states the limits of that design. Proton transfer and tautomeric shifts contribute to spontaneous mispairing but do not license claims of directed or non-random mutation: replication timing, three-dimensional chromatin organization, sequence context and known mutagenic processes explain most mutational heterogeneity, leaving any quantum contribution as a residual against that baseline. The Waddington quasi-potential is bounded: outside detailed balance the dynamics are not gradient-derivable and require a probability-flux term. Hysteresis, rate-limited bimodality and return to state after perturbation distinguish an attractor from a transcriptomic cluster. Single-cell karyotype and live-imaging evidence supports whole-genome doubling as an unstable intermediate of heterogeneous origin and context-dependent consequence, not a uniform adaptive strategy. Systems and synthetic biology, virtual cells and digital twins are assessed against benchmarks, not promise. Tissue-scale ecology is reported with the spatial measurements now quantifying it, including evidence that stromal niche construction is not uniformly tumor-supporting. RNA modification is a layer in its own right, showing that the interpretation of a regulatory signal, not its magnitude, is biologically decisive. A dedicated section states the framework's commitments, the observable and evidence at each scale, and what would falsify them, asking what this adds to somatic mutation theory with clonal evolution and plasticity.

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Matheus C Casotti, Bárbara C Ferreira, Bianca P Campanharo, Camilly V Campanharo, Carolina de S C Delfino, Cezar A F Teixeira, Fellipe Pesente, Isabele P Pavan, Júlia de O Machado, Lorena S R Mauricio, Lorrayne E S de B Campos, Luíza S B de B Góes, Paula G P Silva, Sâmela da S Santos, Selena R Rocha, Taissa Dos S Uchiya, Iúri D Louro, Flavia de Paula, Débora D Meira. 2026-08-12. Integrative quantum and systems biology of cancer: From molecular fluctuations to ecological outcomes.. https://doi.org/10.1016/j.biosystems.2026.105923

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