Automated method for image analysis of residual protein
View Patent ↗A method for measuring residual protein in a cellular specimen including obtaining a low magnification image of a candidate object of interest, filtering the candidate object of interest pixels with a low pass filter, morphologically processing the candidate object of interest pixels to identify artifact pixels, identifying the candidate object of interest by eliminating artifact pixels, acquiring a higher magnification image of the subsample for the candidate object of interest, transforming pixels of the higher magnification image in a first color space to a second color space to differentiate higher magnification candidate object of interest pixels from background pixels, identifying an object of interest from the candidate object of interest pixels in the second color space, and determining the optical density of the protein in a cell contained in a subsample, wherein the optical density is indicative of the residual component of a cellular protein.
1. A method for the measurement of residual protein in a cellular specimen, comprising:
providing a stained subsample from a cellular specimen;
obtaining a low magnification image of a candidate object of interest comprising obtaining a plurality of pixels in the subsample;
filtering the candidate object of interest pixels with a low pass filter;
morphologically processing the candidate object of interest pixels to identify artifact pixels;
identifying the candidate object of interest by eliminating artifact pixels;
acquiring a higher magnification image of the subsample, at location coordinates corresponding to the low magnification image, for the candidate object of interest;
transforming pixels of the higher magnification image in a first color space to a second color space to differentiate higher magnification candidate object of interest pixels from background pixels;
identifying, an object of interest from the candidate object of interest pixels in the second color space; and
determining the optical density of the protein in a cell contained in a subsample, wherein the optical density is indicative of the residual component of a cellular protein.
2. The method of claim 1 , wherein the first color space comprises red, green, and blue components for each pixel and the transforming step includes converting the red, green, and blue components for each pixel in the first color space to pixel values in a hue, saturation, and intensity space.
3. The method of claim 2 , wherein the pixel values in the hue, saturation, and intensity spaces are compared to a threshold to identify pixels having a component value equal to or greater than said threshold as candidate object of interests pixels.
4. The method of claim 1 , wherein the cellular protein is an enzyme.
5. The method of claim 4 , wherein the enzyme is alkaline phosphatase (AP).
6. The method of claim 4 , wherein the enzyme is acid phosphatase (AcP).
7. The method of claim 4 , wherein the enzyme is “-naphthyl butyrate esterase”.
8. The method of claim 1 , wherein the cellular protein is assayed immunologically.
9. The method of claim 1 , wherein the first and second images are color images.
10. The method of claim 1 , wherein the first and second images are digital images.
11. A computer program, residing on a computer-readable medium, for obtaining images of subsamples of a cellular specimen, the computer program comprising instructions for causing a computer to perform the steps of claim 1 .
12. An automated method for the measurement of residual protein in a cellular specimen, comprising the steps of claim 1 , wherein the steps are performed automatically.