Quantitative systems pharmacology of the eye: Tools and data for ocular QSP.
Lars KuepferGeorg FuellenThomas StahnkePublished in: CPT: pharmacometrics & systems pharmacology (2023)
Good eyesight belongs to the most-valued attributes of health, and diseases of the eye are a significant healthcare burden. Case numbers are expected to further increase in the next decades due to an aging society. The development of drugs in ophthalmology, however, is difficult due to limited accessibility of the eye, in terms of drug administration and in terms of sampling of tissues for drug pharmacokinetics (PKs) and pharmacodynamics (PDs). Ocular quantitative systems pharmacology models provide the opportunity to describe the distribution of drugs in the eye as well as the resulting drug-response in specific segments of the eye. In particular, ocular physiologically-based PK (PBPK) models are necessary to describe drug concentration levels in different regions of the eye. Further, ocular effect models using molecular data from specific cellular systems are needed to develop dose-response correlations. We here describe the current status of PK/PBPK as well as PD models for the eyes and discuss cellular systems, data repositories, as well as animal models in ophthalmology. The application of the various concepts is highlighted for the development of new treatments for postoperative fibrosis after glaucoma surgery.
Keyphrases
- healthcare
- electronic health record
- optic nerve
- big data
- artificial intelligence
- minimally invasive
- public health
- drug induced
- gene expression
- emergency department
- high resolution
- patients undergoing
- optical coherence tomography
- risk assessment
- health information
- mass spectrometry
- social media
- surgical site infection