The device called OcuCheck measures levels of vitamin C in the fluids that coat or leak from the eye.
The sensor could speed efforts to determine the extent of eye injuries at accident sites, in rural areas lacking ophthalmology specialists or on the battlefield, the researchers said.
The new sensor uses graphene platelets that are layered one nanometre thick on filter paper.
Upper layers include a unique polymer that interacts with the graphene; gold electrodes; and ascorbate oxidase, an enzyme that binds to ascorbic acid.
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"So the concept is, if there is severe damage to the eye that penetrates deeply, the ascorbic acid will leak out in high concentration," said Pan, who is creating the device in collaboration with ophthalmologist Leanne Labriola.
Two postdoctoral researchers in Pan's laboratory, Santosh Misra and Manas Gartia helped develop the new sensor.
In tests with clinical samples from 16 patients undergoing eye surgery, the team found that their sensor could - with high sensitivity, accuracy and specificity - detect a range of ascorbic acid concentrations.
No current techniques for assessing eye injuries involve measurements of ascorbic acid, researchers said.
"The idea is that the moment that the ascorbic acid comes in and binds to the ascorbate oxidase, it will pull the polymer out of its interaction with the graphene, changing the sensor's electrical properties," said Pan.
The findings were published in the journal Scientific Reports.