Systems, apparatus and methods for controlling a movement of a cell culture to optimize cell growth
A system for controlling a motion of a cell culture includes a tray adapted to hold a cell culture, a camera adapted to capture an image of the cell culture, and a device adapted to control a movement of the tray. The system also includes a processor adapted to determine a first movement of the tray, receive from the camera data representing an image of the cell culture, determine a characteristic of the cell culture based on the image data, determine a second movement of the tray based on the characteristic, the second movement being different from the first movement, and cause the tray to move in accordance with the second movement.
1. A method comprising:
providing a cell culture in need of cell growth optimization, the cell culture being provided in a cell culture container configured to grow cells;
generating an image of the cell culture;
determining a characteristic of the cell culture to facilitate cell growth optimization based on the image, wherein the characteristic is selected from the group consisting of cell density, cell growth patterns, and cell morphology; and
adjusting at least one a motion selected from the group consisting of tilting and shaking of the cell culture container based on the characteristic to facilitate cell growth optimization.
2. The method of claim 1 , further comprising:
receiving, from a sensor, motion data indicating a motion of the cell culture container;
determining a first movement of the cell culture container based on the motion data;
adjusting the motion of the cell culture container by determining a second movement of the cell culture container based on the characteristic, the second movement being different from the first movement.
3. The method of claim 1 , further comprising:
using a camera to capture the image of the cell culture; and
analyzing the image data to determine the measure of cell density.
4. The method of claim 1 , wherein the measure of cell density comprises a second measure of average cell density.
5. The method of claim 1 , wherein determining the measure of cell density comprises determining a count of cell clusters.
6. The method of claim 1 , further comprising:
determining whether the measure of cell density exceeds a predetermined limit; and
adjusting a movement of the cell culture in response to determining that the measure of cell density exceeds the predetermined limit.
7. The method of claim 1 , wherein determining the measure of cell density comprises:
identifying one or more cell morphologies among cells in the cell culture; and
determining one or more second measures of cell densities based on the one or more cell morphologies.
8. The method of claim 1 , wherein the cell culture container is disposed on a tray configured to receive the cell culture container and configured to tilt or shake the cell culture container.
9. The method of claim 8 , wherein:
adjusting the tilting motion of the cell culture container includes causing the cell culture container on the tray to tilt back and forth at one of a lower rate and a higher rate;
adjusting the shaking motion of the cell culture container on the tray to shake back and forth at one of a lower rate and a higher rate; or
adjusting both the tilting motion and shaking motion of the cell culture container.
10. An apparatus comprising:
a first device configured to:
hold a cell culture container containing a cell culture in need of cell growth optimization, the cell culture container being configured to grow cells; and
cause a movement of the cell culture container;
a second device configured to generate an image of the cell culture; and
at least one processor configured to:
determine a characteristic of the cell culture to facilitate cell growth optimization based on the image, wherein the characteristic is selected from the group consisting of cell density, cell growth patterns, and cell morphology; and
cause the first device to adjust at least one motion selected from the group consisting of tilting and shaking of the cell culture container based on the characteristic to facilitate cell growth optimization.
11. The apparatus of claim 10 , wherein the processor is further configured to:
determine a measure of average cell density based on the image.
12. The apparatus of claim 10 , wherein the processor is further configured to:
determine a count of cell clusters based on the image;
determine the measure of cell density based on the count of cell clusters; or
determine both the count of cell clusters and the measure of cell density.
13. A system comprising:
a tray configured to hold a cell culture container containing a cell culture in need of cell growth optimization, the cell culture container being configured to grow cells;
a camera configured to capture an image of the cell culture;
a device configured to control a movement of the tray; and
a processor configured to:
determine a first movement of the tray;
receive from the camera data representing an image of the cell culture;
determine a characteristic of the cell culture to facilitate cell growth optimization based on the image data, wherein the characteristic is selected from the group consisting of cell density, cell growth patterns, and cell morphology;
determine a second movement of the tray based on the characteristic, the second movement being different from the first movement; and
cause the device to cause the tray to move in accordance with the second movement to facilitate cell growth optimization, wherein the first movement and the second movement are selected from the group consisting of tilting and shaking.
14. The system of claim 13 , further comprising:
a sensor configured to obtain motion data indicating a motion of the tray,
wherein the processor is further configured to:
receive the motion data from the sensor; and
determine the first movement of the tray based on the motion data.
15. The system of claim 13 , wherein the processor is further configured to:
determine a second measure of average cell density based on the image data.
16. The system of claim 15 , wherein the processor is further configured to:
determine a count of cell clusters;
determine the measure of cell density based on the count of cell clusters; or
determine both the count of cell clusters and the measure of cell density.
17. The system of claim 13 , wherein the processor is further configured to:
determine that the measure of cell density exceeds a predetermined limit;
determine the second movement in response to the determination that that the measure of cell density exceeds the predetermined limit; or
determine both the measure of cell density exceeds a predetermined limit and the second movement.
18. The system of claim 13 , wherein the processor is further configured to:
adjust at least one motion selected from the group consisting of tilting and shaking of the tray to determine the second movement of the tray.
19. The system of claim 18 , wherein the processor is further configured to perform one of the following:
cause the tray to tilt back and forth at one of a lower rate and a higher rate;
cause the tray to shake back and forth at one of a lower rate and a higher rate; or
cause the tray to both tilt back and forth and shake back and forth.