A time-resolved experimental-mathematical model for predicting the response of glioma cells to single-dose radiation therapy.

ABSTRACT:

Purpose

To develop and validate a mechanism-based, mathematical model that characterizes 9L and C6 glioma cells' temporal response to single-dose radiation therapy in vitro by explicitly incorporating time-dependent biological interactions with radiation.

Methods

We employed time-resolved microscopy to track the confluence of 9L and C6 glioma cells receiving radiation doses of 0, 2, 4, 6, 8, 10, 12, 14 or 16 Gy. DNA repair kinetics are measured by γH2AX expression via flow cytometry. The microscopy data (814 replicates for 9L, 540 replicates for C6 at various seeding densities receiving doses above) were divided into training (75%) and validation (25%) sets. A mechanistic model was developed, and model parameters were calibrated to the training data. The model was then used

SUBMITTER: Liu J 

PROVIDER: S-EPMC8271006 | biostudies-literature | 2021 Jul

REPOSITORIES: biostudies-literature