Fast fourier transform-based analysis of second-harmonic generation image in keratoconic cornea

Wen Lo, Wei Liang Chen, Chiu Mei Hsueh, Ara A. Ghazaryan, Shean-Jen Chen, David Hui-Kang Ma, Chen Yuan Dong, Hsin Yuan Tan*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

38 Scopus citations


PURPOSE. To qualify and quantify structural alterations in keratoconic corneas ex vivo by the use of second-harmonic generation (SHG) microscopy and two-dimensional fast Fourier transform (2D-FFT) analysis. METHODS. Two keratoconic and three normal human corneal specimens were imaged with a multiphoton microscope. Forward and backward second-harmonic generation images (FSHG and BSHG) of corneal stroma were obtained at high resolution and at different depths. The SHG images were further analyzed with a 2D-FFT algorithm to quantify the texture and orientation changes of collagen fibers. RESULTS. The results showed that the abnormality of collagen architecture was found through the whole layer of stroma. 2DFFT analysis of SHG cornea images provided fiber orientation direction and an aspect ratio (AR) as a quantitative measure of fiber direction determination. It was found that for keratoconic cornea the average AR values are statistically greater than those of the normal cornea: 1.66 ± 0.42 (Case I keratoconic cornea), 1.72 ± 0.44 (Case II keratoconic cornea), and 1.34 ± 0.16 (average of three normal human corneas). Furthermore, the fiber directions determined by 2D-FFT analysis of BSHG and FSHG images were strongly correlated for large AR values (AR > 2). CONCLUSIONS. The high correlation between FSHG and BSHG fiber direction for large AR values shows that BSHG imaging can provide qualitative and quantitative information of the extent of structural changes in a keratoconic cornea. The ability to use BSHG for diagnosing and monitoring stroma abnormalities, even when cornea transparency is retained, demonstrates the clinical potential of this method.

Original languageEnglish
Pages (from-to)3501-3507
Number of pages7
JournalInvestigative Ophthalmology and Visual Science
Issue number7
StatePublished - 1 Jun 2012

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