Sample processing improvements for quantitative microscopy
Among other things, a diluted sample is generated based on mixing a small sample of blood with a one or more diluents. A thin film of the diluted sample is formed on the surface of a contact optical microscopy sensor. Red blood cells within a portion of the thin film of the diluted sample are illuminated using light of a predetermined wavelength. One or more images of the diluted sample are acquired based on illuminating the red blood cells within the portion of the thin film of the diluted sample. The acquired one or more images of the diluted sample are then processed. The mean corpuscular hemoglobin in the red blood cells within the portion of the thin film of the diluted sample is determined based on processing the acquired images of the diluted sample.
1. A method comprising:
mixing a sample of blood with one or more diluents to generate a diluted sample;
applying the diluted sample on a surface of a contact optical microscopy sensor;
illuminating, by at least one light source, red blood cells within at least a portion of the applied diluted sample using light of a predetermined wavelength, the predetermined wavelength based on extinction coefficients of wavelengths within an absorbance band of a form of hemoglobin;
acquiring, by the contact optical microscopy sensor, one or more images of the applied diluted sample based on the illuminating of the red blood cells within the at least a portion of the applied diluted sample; and
determining, by at least one processor, a mean corpuscular hemoglobin in the red blood cells within the at least a portion of the applied diluted sample based on processing of the acquired one or more images of the applied diluted sample.
2. The method of claim 1 , wherein applying the diluted sample comprises forming a film between a chamber lid and the surface of the contact optical microscopy sensor.
3. The method of claim 2 , wherein applying the diluted sample between the lid and the surface of the contact optical microscopy sensor comprises:
placing the diluted sample on the surface of the contact optical microscopy sensor; and
lowering the chamber lid to a predetermined height relative to the surface of the contact optical microscopy sensor determined by a spacer.
4. The method of claim 3 , wherein the magnitude of the predetermined height is configured to (i) constrain the red blood cells to lie with a broadest dimension of the red blood cells parallel to the surface of the contact optical microscopy sensor, and (ii) limit structural damage to the red blood cells.
5. The method of claim 1 , wherein the one or more images of the applied diluted sample include image features of at least one hundred red blood cells.
6. The method of claim 1 , comprising processing the acquired images of the applied diluted sample, the processing comprising:
segmenting one or more regions within the respective acquired images that each contain exactly one red blood cell; and
determining the mean corpuscular hemoglobin based on the one or more segmented regions within the respective acquired images.
7. The method of claim 1 , wherein the generated diluted sample:
has an isotonicity that is substantially equal to an isotonicity of red blood cells;
has coagulation properties such that the generated diluted sample is less likely to coagulate compared to coagulation properties of red blood cells; and
maintains a predetermined pH level of the generated diluted sample.
8. The method of claim 1 , wherein the acquired one or more images include at least a statistically significant number of the red blood cells in the applied diluted sample.
9. The method of claim 1 , wherein at least one of the one or more diluents comprises a nitrite.
10. The method of claim 1 , wherein generating a diluted sample comprises mixing the sample of blood with a diluent such that the mixing results in sphering of the red blood cells within the diluted sample.
11. A method comprising:
mixing a sample of blood with one or more diluents to generate a diluted sample; wherein the generated diluted sample has at least two of the following properties:
has an isotonicity that is substantially equal to an isotonicity of red blood cells;
has coagulation properties such that the generated diluted sample is less likely to coagulate compared to coagulation properties of red blood cells; and
maintains a predetermined pH level of the generated diluted sample;
applying the diluted sample on a surface of a contact optical microscopy sensor;
illuminating, by at least one light source, red blood cells within at least a portion of the applied diluted sample using light of a predetermined wavelength, the predetermined wavelength based on extinction coefficients of wavelengths within an absorbance band of a form of hemoglobin;
acquiring, by the contact optical microscopy sensor, one or more images of the applied diluted sample based on the illuminating of the red blood cells within the at least a portion of the applied diluted sample; and
determining, by the at least one processor, a mean corpuscular hemoglobin in the red blood cells within the applied diluted sample based on processing of the acquired one or more images of the diluted sample.
12. The method of claim 11 , wherein applying the diluted sample comprises forming a film between a chamber lid and the surface of the contact optical microscopy sensor.
13. The method of claim 12 , wherein applying the diluted film between the lid and the surface of the contact optical microscopy sensor comprises:
placing the diluted sample on the surface of the contact optical microscopy sensor; and
lowering the chamber lid to a predetermined height relative to the surface of the contact optical microscopy sensor determined by a spacer.
14. The method of claim 13 , wherein the magnitude of the predetermined height is configured to (i) constrain the red blood cells to lie with a broadest-dimension of the red blood cells parallel to the surface of the contact optical microscopy sensor, and (ii) limit structural damage to the red blood cells.
15. The method of claim 11 , wherein the one or more images of the applied diluted sample include image features of at least one hundred red blood cells.
16. The method of claim 11 , wherein processing the acquired images of the diluted sample comprises
segmenting one or more regions within the respective acquired images that each contain exactly one red blood cell; and
determining the mean corpuscular hemoglobin based on the one or more segmented regions within the respective acquired images.
17. The method of claim 11 wherein the predetermined wavelength is based on extinction coefficients of wavelengths within an absorbance band of a form of hemoglobin.
18. The method of claim 11 , wherein the acquired one or more images include at least a statistically significant number of the red blood cells in the applied diluted sample.
19. The method of claim 11 , wherein at least one of the one or more diluents comprises a nitrite.
20. The method of claim 11 , wherein generating a diluted sample comprises mixing the sample of blood with a diluent such that the mixing results in sphering of the red blood cells within the diluted sample.