Development of a Probability-Based In Vitro Eye Irritation Screening Platform.
Seep Arora1, Anna Goralczyk1, Sujana Andra1
1Department of Biomedical Engineering, National University of Singapore, Singapore 117583, Singapore.
Bioengineering (Basel, Switzerland)
|April 27, 2024
Summary
This study introduces a new high-throughput method for eye irritation testing using cell micropatterns. It combines apoptosis and nociceptor activation data for more accurate prediction of chemical eye irritation potential.
Area of Science:
- Ophthalmology
- Toxicology
- Biotechnology
Background:
- Traditional eye irritation tests using animal models or ex vivo tissues present ethical and throughput limitations.
- Existing in vitro methods struggle to balance high throughput with accurate prediction of irritation potential due to complex mechanisms.
- Simple cell models lack mechanistic depth, while complex tissue models are not scalable for high-throughput screening.
Purpose of the Study:
- To develop a novel strategy for enhancing the predictive accuracy of simple cell models in eye irritation testing.
- To integrate multiple mechanistic readouts into a single index for reliable eye irritation potential assessment.
- To create a high-throughput screening-compatible method for eye irritation testing.
Main Methods:
- Utilized micropatterned chips to create numerous discrete small populations of human corneal epithelial cells.
- Combined results from two in vitro assays: cell apoptosis and nociceptor (TRPV1) activation.
- Measured apoptosis and nociceptor activation responses after compound exposure and analyzed large datasets for statistical fitting.
Main Results:
- Developed a mathematical probability model based on binarized and statistically fitted data from cell micropatterns.
- Enabled the amalgamation of multiple mechanistic readouts into a singular index.
- Demonstrated a method amenable to high-throughput screening for eye irritation potential.
Conclusions:
- The novel strategy enhances the predictive accuracy of screening-compatible simple cell models for eye irritation.
- This approach offers a more accurate and reliable prediction of eye irritation potential in a high-throughput format.
- The method successfully integrates multiple mechanistic insights for improved eye safety assessments.
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To learn more about the function of a gene, researchers can observe what happens when the gene is inactivated or “knocked out,” by creating genetically engineered knockout animals. Knockout mice have been particularly useful as models for human diseases such as cancer, Parkinson’s disease, and diabetes.


