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Electrowetting-based Digital Microfluidics Platform for Automated Enzyme-linked Immunosorbent Assay
Published on: February 23, 2020
Cellphone-Based Hand-Held Microplate Reader for Point-of-Care Testing of Enzyme-Linked Immunosorbent Assays
Brandon Berg1,2, Bingen Cortazar1, Derek Tseng1,3
1Electrical Engineering Department, University of California , Los Angeles, California 90095, United States.
A new cellphone-based colorimetric microplate reader offers cost-effective, high-throughput disease screening. This portable device uses a machine learning algorithm for rapid diagnostics, enabling point-of-care testing even in resource-limited settings.
Area of Science:
- Biomedical Engineering
- Point-of-Care Diagnostics
- Medical Device Technology
Background:
- Standard enzyme-linked immunosorbent assays (ELISA) are crucial for disease screening but require expensive equipment, limiting their use in resource-limited settings.
- Existing diagnostic tools often necessitate large, costly readout instruments, hindering accessibility in field applications and low-resource environments.
Purpose of the Study:
- To develop a cost-effective, hand-held cellphone-based colorimetric microplate reader for high-throughput ELISA testing.
- To enable rapid and accessible disease screening at the point-of-care, overcoming limitations of traditional laboratory-based assays.
Main Methods:
- A 3D-printed opto-mechanical attachment was designed to hold and illuminate a 96-well microplate with an LED array.
- Optical fibers collected transmitted light, and captured images were processed via a custom mobile app using a machine learning algorithm.
- The platform was validated using FDA-approved ELISA tests for mumps IgG, measles IgG, and herpes simplex virus IgG (HSV-1 and HSV-2).
Main Results:
- The cellphone-based reader achieved high accuracy in diagnosing mumps IgG (99.6%), measles IgG (98.6%), HSV-1 IgG (99.4%), and HSV-2 IgG (99.4%).
- Diagnostic results were delivered within approximately 1 minute per 96-well plate.
- The system demonstrated successful performance in a clinical microbiology laboratory setting with over 1000 patient samples.
Conclusions:
- This cost-effective, hand-held platform facilitates high-throughput disease screening and vaccination campaign monitoring at the point-of-care.
- The device's portability and wireless connectivity support epidemiological studies and disease prevalence mapping in diverse settings.
- The technology democratizes advanced diagnostic capabilities for resource-poor and field environments.
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