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Ultra-Slow Component Model

Author: Sofia Korneva


Overview

This repository presents the Ultra-Slow Component Model (USC-Model) — an ODE-based quantitative model describing DNA double-strand break (DSB) repair kinetics and ATM/γH2AX signaling in human stem cells.

The model extends the baseline Bi-Component Repair Model (BCRM) by introducing an ultraslow fraction of complex DNA damage that reproduces the persistent γH2AX / pATM “tail” observed at 24 h.

Biological interpretation

The ultraslow pool corresponds to damage that persists for tens of hours:

Clustered / dirty-end DSBs requiring long enzymatic processing (PNKP, Artemis).

Heterochromatin-associated breaks (H3K9me3 / HP1α) repairing via delayed HR.

Stable ATM microdomains around unrepaired DSBs or telomeres.

Thus Model C⁺ provides a mechanistic—not phenomenological—explanation of long-lived DNA damage signaling.

About

ODE-based model of DNA double-strand break repair with an ultraslow damage pool. Simulates γH2AX and pATM kinetics after γ and 14.1 MeV neutron irradiation.

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