<i>In silico</i> trials in ocular drug development: a new frontier in ophthalmology

The ophthalmic community stands at a critical juncture, where transitioning from traditional drug development paradigms to more integrative approaches, including computational methods, may profoundly reshape clinical practice. Nevertheless, there a several important limitations that must be overcome; these limitations include dependency on the quality and completeness of input data, accounting for complex biological systems, particularly in ophthalmology, and the variability in patient responses due to genetic, environmental, or lifestyle factors. The issue of silico model validation is also important, especially where the extensive real-world clinical data is not available for comparison. Another important concern is the limited regulatory acceptance of in silico trials to date while standardized guidelines and validation frameworks are still in development. All these issues will need to be addressed for future meaningful progression in the field.

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Publication Details

Journal
Expert Opinion on Drug Discovery
Published
2025-09-05
DOI
https://doi.org/10.1080/17460441.2025.2556863
Citations
1
Primary Topic
Glaucoma and retinal disorders
Type
article
Field-Weighted Citation Impact
1.71
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article

In silico trials in ocular drug development: a new frontier in ophthalmology

Georgios D. Panos, Gordon N. Dutton, Anastasios-Georgios Konstas, Theodoros Empeslidis
1 citations
Expert Opinion on Drug Discovery
Glaucoma and retinal disorders
1.71
article

In silico trials in ocular drug development: a new frontier in ophthalmology

Georgios D. Panos, Gordon N. Dutton, Anastasios-Georgios Konstas, Theodoros Empeslidis
article en
1 citations

Abstract

The ophthalmic community stands at a critical juncture, where transitioning from traditional drug development paradigms to more integrative approaches, including computational methods, may profoundly reshape clinical practice. Nevertheless, there a several important limitations that must be overcome; these limitations include dependency on the quality and completeness of input data, accounting for complex biological systems, particularly in ophthalmology, and the variability in patient responses due to genetic, environmental, or lifestyle factors. The issue of silico model validation is also important, especially where the extensive real-world clinical data is not available for comparison. Another important concern is the limited regulatory acceptance of in silico trials to date while standardized guidelines and validation frameworks are still in development. All these issues will need to be addressed for future meaningful progression in the field.

Expert Opinion on Drug DiscoveryVol. 20(11)
University of Nottingham (GB), Glasgow Caledonian University (GB), Aristotle University of Thessaloniki (GR), AHEPA University Hospital (GR), He Eye Hospital (CN)
Openalex Percentile: Top 14%
Glaucoma and retinal disorders
1.71
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<i>In silico</i> trials in ocular drug development: a new frontier in ophthalmology — Georgios D. Panos, Gordon N. Dutton, et al. · Expert Opinion on Drug Discovery (2025) | TGRS Research Map | TGRS