Abstract
OBJECTIVE. Corneal confocal microscopy (CCM), an in vivo ophthalmic imaging modality, is a noninvasive and objective imaging biomarker for identifying small nerve fiber damage. We have evaluated the diagnostic performance of previously established CCM parameters to a novel automated measure of corneal nerve complexity called the corneal nerve fiber fractal dimension (ACNFrD). METHODS. A total of 176 subjects (84 controls and 92 patients with type 1 diabetes) with and without diabetic sensorimotor polyneuropathy (DSPN) underwent CCM. Fractal dimension analysis was performed on CCM images using purpose-built corneal nerve analysis software, and compared with previously established manual and automated corneal nerve fiber measurements. RESULTS. Manual and automated subbasal corneal nerve fiber density (CNFD) (P < 0.0001), length (CNFL) (P < 0.0001), branch density (CNBD) (P < 0.05), and ACNFrD (P < 0.0001) were significantly reduced in patients with DSPN compared to patients without DSPN. The areas under the receiver operating characteristic curves for identifying DSPN were comparable: 0.77 for automated CNFD, 0.74 for automated CNFL, 0.69 for automated CNBD, and 0.74 for automated ACNFrD. CONCLUSIONS. ACNFrD shows comparable diagnostic efficiency to identify diabetic patients with and without DSPN.
Original language | English |
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Pages (from-to) | 1113-1118 |
Number of pages | 6 |
Journal | Investigative Ophthalmology and Visual Science |
Volume | 59 |
Issue number | 2 |
DOIs | |
Publication status | Published - 1 Feb 2018 |
Keywords
- Corneal confocal microscopy
- Diabetic neuropathy
- Image segmentation
- Nerve fiber quantification
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ENA: Early Neuropathy Assessment (ENA)
Malik, R. (PI), Ferdousi, M. (Researcher) & Kalteniece, A. (Researcher)
Project: Research