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

Invest Ophthalmol Vis Sci. 2012 Jun 14;53(7):3501-7. doi: 10.1167/iovs.10-6697.

Abstract

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. 2D-FFT 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:

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Collagen / ultrastructure*
  • Corneal Stroma / pathology*
  • Fourier Analysis*
  • Humans
  • Image Enhancement / methods*
  • Keratoconus / pathology*
  • Microscopy, Confocal / methods
  • Microscopy, Fluorescence, Multiphoton / methods*
  • Reproducibility of Results

Substances

  • Collagen