Objective Morphological Quantification of Microscopic Images Using a Fast Fourier Transform (FFT) Analysis

Curr Protoc Essent Lab Tech. 2013;95(Suppl 7):9.5.1-9.5.12. doi: 10.1002/9780470089941.et0905s07. Epub 2013 Oct 23.

Abstract

Quantification of immunohistochemistry (IHC) and immunofluorescence (IF) using image intensity depends on a number of variables. These variables add a subjective complexity in keeping a standard within and between laboratories. Fast Fourier Transformation (FFT) algorithms, however, allow for a rapid and objective quantification (via statistical analysis) using cell morphologies when the microscopic structures are oriented or aligned. Quantification of alignment is given in terms of a ratio of FFT intensity to the intensity of an orthogonal angle, giving a numerical value of the alignment of the microscopic structures. This allows for a more objective analysis than alternative approaches, which rely upon relative intensities.

Keywords: fast Fourier transformation; immunohistochemistry; microscopy; quantification.