A hybrid Ornstein–Uhlenbeck–Branching framework unifies microbial and pediatric tumor evolution

Although Y is directly observed as log10 mutation frequency in LTEE, in tumors Y can represent a longitudinally measurable phenotypic state (e.g., drug-tolerance scores from single-cell data, MRD/VAF-derived burden proxies, or pathway activity states). The balance between stabilizing strength (θ) and stochastic variability (σ) provides a quantitative axis governing plasticity and persistence, motivating future calibration to clinical longitudinal data for evolution-aware, patient-specific modeling.

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Publication Details

Journal
Frontiers in Oncology
Published
2026-02-13
DOI
https://doi.org/10.3389/fonc.2026.1727973
Primary Topic
Evolution and Genetic Dynamics
Type
article
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article

A hybrid Ornstein–Uhlenbeck–Branching framework unifies microbial and pediatric tumor evolution

Seung-Hwan Kim
Frontiers in Oncology
Evolution and Genetic Dynamics
article

A hybrid Ornstein–Uhlenbeck–Branching framework unifies microbial and pediatric tumor evolution

Seung-Hwan Kim
article en

Abstract

Although Y is directly observed as log10 mutation frequency in LTEE, in tumors Y can represent a longitudinally measurable phenotypic state (e.g., drug-tolerance scores from single-cell data, MRD/VAF-derived burden proxies, or pathway activity states). The balance between stabilizing strength (θ) and stochastic variability (σ) provides a quantitative axis governing plasticity and persistence, motivating future calibration to clinical longitudinal data for evolution-aware, patient-specific modeling.

Frontiers in OncologyVol. 16
Fisher College (US)
Openalex Percentile: Top 54%
Evolution and Genetic Dynamics
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