Method of assessing disease condition of cancer
A method, system and computer-readable medium for assessing a disease condition of a cancer of a subject, including: receiving a blood sample from the subject; isolating a plurality of circulating tumor cells (CTCs) from the blood sample; measuring at least one of cell or cell nucleus sizes of each of the plurality of CTCs; determining a measured CTC size distribution of the plurality of CTCs based on the measuring; comparing the measured CTC size distribution to a reference CTC size distribution using a computer; and assigning the disease condition of the cancer of the subject based on the comparing.
1. A method of assessing a disease condition of a cancer of a subject, comprising:
receiving a blood sample from said subject;
isolating a plurality of circulating tumor cells (CTCs) from said blood sample;
measuring at least one of cell or cell nucleus sizes of each of said plurality of CTCs;
determining a measured CTC size distribution of said plurality of CTCs based on said measuring;
comparing said measured CTC size distribution to a reference CTC size distribution using a computer; and
assigning said disease condition of said cancer of said subject based on said comparing.
2. The method of claim 1 , wherein said assigning is an automated assigning performed by said computer.
3. The method of claim 1 , wherein said isolating said plurality of CTCs is performed using a device that has a nanostructured surface that enhances capture of CTCs preferentially over other types of cells.
4. The method of claim 1 , wherein said reference distribution is an empirically obtained size distribution that is resolved into a plurality of size-cluster distributions.
5. The method of claim 4 , wherein said plurality of size-cluster distributions is three different size-cluster distributions corresponding to large-nuclear CTCs, small-nuclear CTCs and very-small-nuclear CTCs, respectively.
6. The method of claim 1 , wherein said assigning said disease condition of said cancer comprises assigning a metastatic stage of said cancer.
7. The method of claim 6 , wherein said assigning said metastatic stage of said cancer comprises assigning a visceral metastatic stage based at least on a component of very-small-nuclear CTCs in said measured CTC size distribution.
8. The method of claim 1 , wherein said receiving said blood sample is receiving a whole-blood sample.
9. The method of claim 1 , wherein said measuring at least one of cell or cell nucleus sizes measures a longest dimension of said each of said CTCs, measures a dimension perpendicular to each corresponding longest axis, takes a product of each longest dimension and corresponding perpendicular dimensions, and takes the square root of each said product.
10. The method of claim 1 , wherein said disease condition of said cancer is at least one of a presence of metastasis, a location of metastasis or a disease stage of said cancer.
11. The method of claim 1 , further comprising subjecting said blood sample to red blood cell depletion prior to said isolating of said plurality of circulating tumor cells (CTCs) from said blood sample.
12. The method of claim 3 , wherein said device also has a microfluidic chaotic mixer that contributes to further enhancing capture of CTCs preferentially over other types of cells.
13. The method of claim 12 , wherein said nanostructured surface is coated with streptavidin.
14. The method of claim 1 , further comprising incubating said blood sample with a capture agent prior to said isolating said plurality of circulating tumor cells (CTCs) from said blood sample.
15. The method of claim 14 , wherein said capture agent is a biotinylated antibody.
16. The method of claim 1 , wherein said isolating said plurality of CTCs further comprises immobilizing said plurality of CTCs and subjecting said plurality of CTCs to immunohistochemistry.
17. The method of claim 1 , wherein the cancer is prostate cancer.
18. The method of claim 3 , wherein said isolating said plurality of CTCs comprises capturing said CTCs on said nanostructured surface such that said plurality of CTCs remain living, viable CTCs.
19. A method of assigning a metastatic stage of prostate cancer, comprising:
receiving a blood sample from a subject with prostate cancer;
isolating a plurality of circulating tumor cells (CTCs) from said blood sample using a device that has a nanostructured surface that enhances capture of CTCs preferentially over other types of cells and uses a combination of a microfluidic chaotic mixer and said nanostructured surface;
measuring at least one of cell or cell nucleus sizes of each of said plurality of CTCs;
determining a measured CTC size distribution of said plurality of CTCs based on said measuring;
comparing said measured CTC size distribution to a reference CTC size distribution using a computer; and
assigning a metastatic stage of said prostate cancer of said subject based on said comparing.
20. The method of claim 19 , wherein said reference distribution is an empirically obtained size distribution that is resolved into a plurality of size-cluster distributions, wherein said plurality of size-cluster distributions is three different size-cluster distributions corresponding to large-nuclear CTCs, small-nuclear CTCs and very-small-nuclear CTCs, respectively.
21. The method of claim 19 , wherein said assigning said metastatic stage of said cancer comprises assigning a visceral metastatic stage based at least on a component of very-small-nuclear CTCs in said measured CTC size distribution.
22. The method of claim 19 , wherein said measuring at least one of cell or cell nucleus sizes measures a longest dimension of said each of said CTCs, measures a dimension perpendicular to each corresponding longest axis, takes a product of each longest dimension and corresponding perpendicular dimensions, and takes the square root of each said product.
23. The method of claim 19 further comprising using immunohistochemistry to detect expression of a biomarker specific for prostate cancer in the isolated plurality of circulating tumor cells (CTCs).