A mathematical model to investigate the effects of ceralasertib and olaparib in targeting the cellular DNA Damage responses pathway.
Kira PughMichael DaviesGibin G PowathilPublished in: The Journal of pharmacology and experimental therapeutics (2023)
The ataxia-telangiectasia and Rad3-related (ATR) inhibitor ceralasertib and the poly (ADP-ribose) polymerase (PARP) inhibitor olaparib have shown synergistic activity, in vitro, in the FaDu ATM-KO cell line. It was found that combining these drugs with lower doses and for shorter treatment periods induced greater or equal toxicity in cancer cells than using either as a single agent. Here, we develop a biologically-motivated mathematical model governed by a set of ordinary differential equations, considering the cell cycle-specific interactions of olaparib and ceralasertib. By exploring a range of different possible drug mechanisms, we have studied the effects of their combination as well as which drug interactions are the most prominent. After careful model selection, the model was calibrated and compared to relevant experimental data. We have used this developed model further to investigate other doses of olaparib and ceralasertib in combination, which can be potentially helpful in exploring optimised dosage and delivery. Significance Statement Drugs that target cellular DNA damage repair pathways are now being used as new ways to maximise the effect of multimodality treatments such as radiotherapy. Here, we develop a mathematical model to investigate the effects of ceralasertib and olaparib, two drugs that target DNA damage response pathways.
Keyphrases
- dna damage
- dna repair
- dna damage response
- cell cycle
- oxidative stress
- drug induced
- cell proliferation
- diabetic rats
- emergency department
- cancer therapy
- radiation therapy
- radiation induced
- squamous cell carcinoma
- early onset
- locally advanced
- deep learning
- combination therapy
- drug delivery
- endothelial cells
- smoking cessation
- replacement therapy