Oncolytic viral kinetics mechanistic modeling of Talimogene Laherparepvec (T-VEC) a first-in-class oncolytic viral therapy in patients with advanced melanoma.
Malidi AhamadiJohannes KastPo-Wei ChenXiaojun HuangSandeep DuttaVijay V UpretiPublished in: CPT: pharmacometrics & systems pharmacology (2023)
Talimogene Laherparepvec (T-VEC) is a first-in-class oncolytic virotherapy approved for the treatment of unresectable melanoma recurrent after initial surgery. Biodistribution data from a phase II study was used to develop a viral kinetic mechanistic model describing the interaction between cytokines such as granulocyte-macrophage colony-stimulating factor (GM-CSF), the immune system, and T-VEC treatment. Our analysis found that (1) the viral infection rate has a great influence on T-VEC treatment efficacy; (2) an increase in T-VEC dose of 10 2 plaque-forming units/ml 21 days and beyond after the initial dose of T-VEC resulted in an ~12% increase in response; and (3) at the systemic level, the ratio of resting innate immune cells to the death rate of innate immune impact T-VEC treatment efficacy. This analysis clarifies under which condition the immune system either assists in eliminating tumor cells or inhibits T-VEC treatment efficacy, which is critical to both efficiently design future oncolytic agents and understand cancer development.
Keyphrases
- immune response
- phase ii study
- sars cov
- clinical trial
- squamous cell carcinoma
- minimally invasive
- machine learning
- bone marrow
- radiation therapy
- computed tomography
- randomized controlled trial
- combination therapy
- artificial intelligence
- locally advanced
- innate immune
- smoking cessation
- replacement therapy
- heart rate
- percutaneous coronary intervention
- drug induced
- surgical site infection
- liver metastases