Mathematical modeling for novel treatment approaches to open-angle glaucoma

Josh C. Gross, Alon Harris, Brent A. Siesky, Riccardo Sacco, Aaditya Shah, Giovanna Guidoboni

Research output: Contribution to journalReview articlepeer-review

3 Scopus citations

Abstract

Introduction: Reduction of intraocular pressure, the only currently approved therapy for Open-angle glaucoma (OAG), has yet to fully arrest the disease process in many individuals, therefore it is critical to develop novel treatment approaches for OAG. Due to the multifactorial and complex nature of the disease, mathematical modeling may provide an effective tool to advance our understanding of glaucoma risk for a given individual. Areas covered: Herein we discuss the impactful role that mathematical modeling and Big Data hold for the future of OAG treatment. Previous work on biophysical modeling in OAG is considered along with exploring how the combination of statistical and biophysical modeling with demographic and clinical data improves individualized risk assessment allowing for earlier and more effective OAG management. Literature search methods included PubMed, Medline, and cross-matching of relevant article literature sources. Expert commentary: Mathematical modeling in OAG offers novel and promising improvements for OAG risk assessment. With further development mathematical modeling may allow for individualized risk assessments that will lead to more specific and earlier diagnostic and treatment interventions. Additionally, innovative drug development and treatment targets are conceivable through employment of biophysical modeling and tissue targeting.

Original languageEnglish (US)
Pages (from-to)443-455
Number of pages13
JournalExpert Review of Ophthalmology
Volume12
Issue number6
DOIs
StatePublished - Nov 2 2017

Keywords

  • Open angle glaucoma
  • aqueous humor
  • big data
  • glaucoma treatment
  • intraocular pressure
  • mathematical modeling
  • risk profile

ASJC Scopus subject areas

  • Biomedical Engineering
  • Ophthalmology
  • Optometry

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