2017
DOI: 10.1016/j.ultrasmedbio.2017.01.013
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Model for Porosity Changes Occurring during Ultrasound-Enhanced Transcorneal Drug Delivery

Abstract: Ultrasound-enhanced drug delivery through the cornea has considerable therapeutic potential. However, our understanding of how ultrasound enhances drug transport is poor, as is our ability to predict the increased level of transport for given ultrasound parameters. This paper describes a computational model for quantifying changes in corneal porosity during ultrasound exposure. The model is calibrated through experiments involving sodium fluorescein transport through rabbit cornea. Validation was performed usi… Show more

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Cited by 11 publications
(5 citation statements)
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References 32 publications
(40 reference statements)
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“…In a previous modeling study, 5.5 minutes of ultrasound treatment time was observed to be the length of time for the human eye model to reach the desired cumulative drug concentration. 38 Further, a previously published in vitro study which utilized ultrasound parameters similar to our current parameters showed that 5 minutes of ultrasound application enhanced the delivery of small molecules through the cornea without any significant corneal damage. 23 Therefore, we have selected 5 minutes of treatment time in the current study.…”
Section: Methodssupporting
confidence: 63%
See 2 more Smart Citations
“…In a previous modeling study, 5.5 minutes of ultrasound treatment time was observed to be the length of time for the human eye model to reach the desired cumulative drug concentration. 38 Further, a previously published in vitro study which utilized ultrasound parameters similar to our current parameters showed that 5 minutes of ultrasound application enhanced the delivery of small molecules through the cornea without any significant corneal damage. 23 Therefore, we have selected 5 minutes of treatment time in the current study.…”
Section: Methodssupporting
confidence: 63%
“… 50 , 51 The most critical mechanism in corneal transport is the diffusion of compounds in the epithelium, namely, the porosity. 38 In addition to cavitation, ultrasound-induced thermal changes may play a role in enhancing corneal permeability, although they raise a safety concern. 34 Our previous ocular thermal safety modeling studies that utilized similar ultrasound parameters demonstrated maximal temperature increases in the cornea of 1.0°C at 400 kHz and 1.5°C at 600 kHz with intensities of 1.0 and 0.8 W/cm 2 , respectively.…”
Section: Discussionmentioning
confidence: 99%
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“…In a previous modeling study, 5.5 minutes of ultrasound treatment time was observed to be the length of time for the human eye model to reach the desired cumulative drug concentration. 58 The ultrasound transducer was then removed, and the rabbit sclera was incubated for 55 minutes in the water bath at 34.6°C. A total of 60 minutes of drug exposure was applied for both ultrasound- and sham-treated cases; however, ultrasound-treated samples were first exposed to ultrasound for 5 minutes at the beginning of drug exposure.…”
Section: Methodsmentioning
confidence: 99%
“…A part of OSEL's mission is to improve CDRH's ability to evaluate medical devices and support the regulatory approval of innovative medical devices more efficiently without sacrificing safety. Therefore, some of the research efforts involve demonstrating through examples that the output from computational modeling is a viable source of regulatory-grade evidence , i.e., sufficiently-credible digital evidence that can support regulatory applications ( 43 – 45 ); developing frameworks ( 46 , 47 ) and metrics ( 48 ) for assessing the trustworthiness of models, and studying workflows for creating reproducible models 11 ( 48 ), and identifying considerations for computational patient models for autonomous medical devices ( 49 ).…”
Section: Computational Modeling Researchmentioning
confidence: 99%