Image processing device, analysis device, image processing method, image processing program, and display device
An image processing device includes a determination unit configured to determine a type of autophagy induced in a cell, based on information indicative of autophagic activity in the cell present in a cell image in which the cell is image captured and based on information indicative of congestion of molecules in the cell present in the cell image.
1. An image processing device comprising
a processor that executes a program stored in a memory so as to be configured to determine a type of autophagy induced in a cell, (i) based on information indicative of autophagic activity in the cell, which is present in a cell image in which the cell is image captured, and (ii) based on information indicative of congestion of molecules in the cell present in the cell image.
2. The image processing device according to claim 1 , wherein
the type of autophagy induced in the cell includes a selective autophagy and a non-selective autophagy, and
the processor determines whether the autophagy induced in the cell is the selective autophagy or the non-selective autophagy, (i) based on information indicative of a degree of autophagic activity in the cell present in the cell image and (ii) based on information indicative of a degree of congestion of molecules in the cell.
3. The image processing device according to claim 2 , wherein
the cell includes a stimulated cell, and
the processor is configured to determine whether a stimulus induces the selective autophagy or the non-selective autophagy, based on the determination.
4. The image processing device according to claim 1 ,
wherein the processor is configured to acquire the cell image in which the cell is image captured.
5. The image processing device according to claim 4 , wherein
the cell includes a stimulated cell, and
the processor:
acquires a plurality of cell images in which the stimulated cell is image captured;
is configured to calculate feature values of subcellular components, based on an acquired cell image; and
is configured to calculate a correlation between the feature values of the subcellular components.
6. The image processing device of claim 5 , wherein
the processor is configured to perform a comparison of (i) a correlation between feature values of subcellular components calculated based on a cell image of the stimulated cell with (ii) a correlation between feature values of subcellular components calculated based on a cell image of the cell having not received a stimulus.
7. The image processing device according to claim 6 , wherein
the processor is configured to identify a molecule involved in the autophagy by using a result of the comparison.
8. The image processing device according to claim 7 , wherein
a feature value of a subcellular component includes a degree of activity of the autophagy and a degree of congestion of the molecules, and
the processor calculates a correlation including a degree of activity of the autophagy and a degree of congestion of the molecules.
9. The image processing device according to claim 8 , wherein
the processor identifies a molecule involved in the autophagy, based on the correlation including the degree of activity of the autophagy and the degree of congestion of the molecules.
10. The image processing device according to claim 2 , wherein
the degree of autophagic activity includes a number of autophagosomes.
11. The image processing device according to claim 2 , wherein
the degree of congestion of the molecules includes molecular congestion.
12. The image processing device according to claim 2 , wherein
the information indicative of the degree of autophagic activity and/or the information indicative of the congestion of molecules in the cell is analyzed based on information different from the cell image, and the analyzed result is further used to determine whether the selective autophagy or the non-selective autophagy is applicable.
13. The image processing device according to claim 1 , further comprising
a display configured to display a result of the determination.
14. An image processing method comprising
utilizing the image processing device of claim 1 , determining a type of autophagy induced in a cell, (i) based on information indicative of autophagic activity in the cell, which is present in a cell image in which the cell is image captured, and (ii) based on information indicative of congestion of molecules in the cell present in the cell image.
15. A non-transitory computer-readable medium storing an image processing program causing the image processing device of claim 1 to execute
a determination of a type of autophagy induced in a cell, (i) based on information indicative of autophagic activity in the cell, which is present in a cell image in which the cell is image captured, and (ii) based on information indicative of congestion of molecules in the cell present in the cell image.
16. A system comprising:
the image processing device of claim 1 ; and
a display configured to display a determination result of the processor of the image processing device.