A detailed description of the preferred embodiments is provided herein below by way of example only and with reference to the following drawings, in which:
a)-(d) illustrate schematic diagrams of a zebrafish embryo holding device from a top view, bottom view, A-A section view and B-B section view, respectively.
a)-(h) illustrate micropipette motion sequences for injecting each embryo.
a)-(e) illustrate embryo injection sequences and through-hole configuration.
a)-(e) illustrate image processing steps for embryo structure recognition.
In the drawings, one embodiment of the invention is illustrated by way of example. It is to be expressly understood that the description and drawings are only for the purpose of illustration and as an aid to understanding, and are not intended as a definition of the limits of the invention.
With reference to
(i) Two motorized positioning devices (herein termed ‘positioner’) 1, 2, such as multi-DOF motorized positioning stages or microrobots/micromanipulators that control the motion of embryos and micropipette 8, respectively.
(ii) Control software unit running on a host computer 12 for motion control and image processing.
(iii) Positioner control device 13, 14 connected to or mounted on the host computer 12 to physically provide control signals to the two positioners 1, 2 and the pressure unit 11 (component viii).
(iv) An embryo holding device 7 placed on one positioner 1.
(v) An injection means in the form of a micropipette 8 (e.g., glass capillary or microfabricated needle) attached to the second positioner 2. The tip of the micropipette 8 is preferably about 100 to 800 μm long, and more preferably about 600 μm long, and preferably about 5 to 10 μm in diameter, as an example. The dimensions of a suitable injection means will vary depending on the structure of the target.
(vi) An optical microscope (objective 9 and base 3).
(vii) A CCD/CMOS camera 4 mounted on the optical microscope.
(viii) A computer-controlled pressure unit 11.
(ix) A vibration isolation table 15 to minimize vibration (optional).
Although this particular configuration of the system relates to the injection of material into zebrafish embryos, it should be expressly understood that this is an illustrative example only and the present invention is readily adaptable for the automated injection of other biological entities such as mouse embryos, drosophila embryos, and C. elegans, or any other appropriate cell as would be recognized and understood by a person of skill in the art. As would be appreciated by a person of skill in the art, the precise techniques of cell immobilization and cell structure would vary for different biological entities.
An embryo holding device 7, either microfabricated or conventionally machined, is used to position a large number of zebrafish embryos into regular patterns.
The diameter of the through holes 201 is between 0.4 mm and 0.5 mm, for example. This through hole size is particularly suitable for zebrafish embryos. For mouse embryos, for example, the hole diameter would be smaller, about 20-40 μm, for example. Preferably, the negative pressure applied to immobilizing embryos should be low enough not to cause damage or negative effects for embryonic development. For example, the negative pressure is 0.5-7.5 InHg.
A reservoir 204 contains culture media/solution throughout the injection process. A slope 210 on the bottom surface of the holes 201 can be created in order for air bubbles to escape more readily such that they do not stick to the bottom surface. The three airflow channels 208 along the bottom surface are for inducing air to smoothly flow out of the chamber 205 via the air outlet 202. The air outlet 202 is positioned higher than the slope 210 to guarantee that the slope 210 is submerged in culture media/solution. The steps 209 are created such that the cell holding device can be fixed by two clamps under the microscope.
The coordinate frames of the system used in
A point P=(x,y,z) in the camera frame Xc-Yc-Zc is mapped to a point p=(u,v) in the image plane x-y via
where sx and sy are fixed scale factors or pixel size in x-axis (sx) and y-axis (sy) respectively that can be either calibrated off-line manually or on-line automatically as discussed later. They will be referred to as s thereafter.
A large number of zebrafish embryos are first positioned in a regular pattern on the embryo holding device 7. The embryos are brought into focus with an auto-focusing algorithm. A vision-based contact detection algorithm determines the vertical positions of the micropipette tip and the top surface of the holding device 7. Each embryo is recognized and centered in the field of view; simultaneously, the micropipette tip is moved to a switching point. The tip penetrates the chorion 51 and deposits genetic materials into the cytoplasm 52 of the target cell. Upon retreating out of the embryo, the tip is moved to the home position. In the meanwhile, the next embryo is brought into the field of view. The embryo is recognized, and injection process is repeated until all embryos in the batch are injected.
‘Cytoplasm’ in this invention refers to the combination of the yolk and the cells of an embryo, e.g., a zebrafish embryo. As shown in
This invention allows for precise, highly reproducible deposition of foreign materials into the cell or the yolk. The following description assumes that one desires to deposit foreign materials into the cytoplasm center for every embryo.
When the micropipette tip has a significant tilting angle (e.g., >5°) as shown in
Although the following description corresponds to the case shown in
Denote the pitch (i.e., spacing between two adjacent holes 201) along the Xt and Yt directions as Δx and Δy. Denote the number of embryos along the Xt and Yt directions as m and n. Starting with the first embryo (
The through holes 201 can also be arranged into other patterns other than those shown in
After a batch of zebrafish embryos are immobilized on the cell holding device 7, fully automated operation starts according to the control flow as described in
Embryo Auto-Focusing 701:
Prior to autonomous injection, the embryos need to be brought into focus. This auto-focusing step 701 only needs to be conducted once for each batch of embryos. Embryos are servoed by positioner 1 upwards (or downwards) by a certain distance (e.g., 5 mm) to cross the focal plane. An autofocusing algorithm (e.g., Tenenbaum gradient) is used to locate the focal plane by constantly calculating the focus measure for each frame of image. The embryos are moved to the focal plane that corresponds to the maximum (or minimum) focus measure.
Identification of Micropipette Tip ROI (Region of Interest) 702:
This step is to locate the tip of the micropipette 8 for use in contact detection 703. The micropipette 8 controlled by positioner 2 moves only along the Ye direction. The moving micropipette that stands out in the image subtracted from the background is recognized (i.e., a region of interest 81 around the tip of the micropipette, shown in
Contact Detection 703 Using Computer Vision Feedback:
This step is to automatically align the tip of the micropipette 8 with the embryo cytoplasm center O in the vertical direction. In this procedure, the top surface of the cell holding device 7 serves as the reference plane. The micropipette 8 moves only along the Ze direction. Upon the establishment of the contact between the micropipette tip and the top surface, further vertical motion of the micropipette tip along the Ze direction results in lateral movement along the Xe direction. As shown in
After contact detection, the Ze-coordinate of the switching point S is determined by moving upwards with respect to the contact position by half of the embryo diameter, e.g., 0.5-0.6 mm. The Ze-coordinate of the home position of the micropipette tip is determined by moving upwards with respect to the contact position by the embryo diameter, e.g., 1.0-1.2 mm.
Upon the completion of 702 and 703, the home position of the micropipette tip both in the x-y image plane and the Xe-Ye-Ze frame has been automatically determined and will be fixed for use in the following procedures of injecting all embryos within the batch.
After 702 and 703, positioner 2 following a position control law (e.g., PID) moves the micropipette tip upwards and laterally to its home position determined in 702 and 703 from the vertical contact position in order to prevent the micropipette from crashing with embryos in between injections.
Embryo Recognition 705:
The objectives of this step are to identify the cytoplasm center O (
The embryo recognition steps are summarized in Table 2. The complete recognition process typically takes 16 ms on a PC (3.0 GHz CPU and 1 GB memory).
A region R is convex if and only if for any two points x1, x2εR, the complete line segment x1x2 with end points x1 and x2 is inside the region R. The convex hull of a region is the smallest convex region H that satisfies the condition R⊂H.
The constructed convex hull of the contour serves as the initial curve for ‘snakes’, which will form a closed curve that represents the contour of cytoplasm 52. The obtained closed contour 102 by snake tracking is shown in
The switching point S is then determined as the intersect point of the minimum enclosing circle 101 and the horizontal line passing through the cytoplasm center O, as shown in
In order to determine the injection angle γ that represents the cell orientation, the yolk and the cell must be distinguished. The contour 102 is intercepted into two parts (cell part and yolk part) by the minor axis of the fitted ellipse 103. Define the area difference between a contour and its convex hull as the convexity defect. The convexity defects (
The following two tasks 7061 and 7062 are performed in parallel after task 705.
Centering Embryo 7061:
According to calibrated pixel size s and the distance between the cytoplasm center O and the image center in the image plane, positioner 1 is controlled with a position control law to move the embryo into the image center.
Moving the Micropipette Tip to Switching Point 7062:
In parallel with centering embryo 7061, the micropipette 8 is then moved by positioner 2 from home position to the switching point S by a position control law (e.g., PID).
Entry into the Embryo 707:
The micropipette tip is controlled to start from the switching point S to arrive at the cytoplasm center O by a position control law at an appropriate speed that does not cause embryo lysis.
Based on a desired deposition volume, the micropipette tip size (inner diameter) and specified injection pressure level determine the positive pressure pulse length (i.e., pressure ‘on’ time). Injection pressure is maintained high for the determined time period through the computer-controlled pressure unit 11, precisely depositing a desired volume of genetic materials at the cytoplasm center O.
Exiting from the Embryo 709:
Controlled by positioner 2, the micropipette 8 is retracted out of the embryo by a position control law at an appropriate speed that does not cause embryo lysis.
The following two tasks 7101 and 7102 are performed in parallel.
Moving the Next Embryo into the Field of View 7101:
This step brings the next embryo into the field of view (the image plane x-y) according to the pitches between adjacent through holes 201 of the embryo holding device 7. Traveling the relative displacement (Δx or Δy) is executed by an appropriate position control law, driven by positioner 1.
Moving Micropipette to the Home Position 7102:
In parallel with bringing the next embryo into the filed of view 7101 with positioner 1, positioner 2 following a position control law moves the micropipette tip upwards and laterally to its home position determined in 702 and 703.
Repeat 705-7061-7062-707-708-709-7101-7102 for Each Embryo:
In order to achieve the highest throughput, for injecting each embryo, the two positioners 1, 2 perform tasks in parallel whenever possible, as shown in
The control flow described in
Comparing the control flow shown in
Centering Embryo, Visual Servo Control 712:
Unlike 7061, 712 visually servos the cytoplasm center O to the center of the field of view. The cytoplasm center O recognized in step 705 is selected as the image feature for tracking and a visual tracking method (e.g., sum-squared-difference) is applied. The cytoplasm center O is continuously tracked, providing visual feedback to the image-based visual servo control loop. Based on the visual tracking results (i.e., pixel displacement in the image plane x-y) and the position feedback from positioner 1 (i.e., travelling distance in the frame Xt-Yt-Zt), the pixel size s is calibrated on line.
Error-free operation is critical to warrant the commercial viability of the system. From the perspective of robustness enhancement, the system features an error protection mechanism. Table 3 summarizes potential errors that can occur during operation and their detection methods. When any error is detected, the system is halted with alarms sounded to alert the user and detailed error messages reported to the user.
In control software design that implements the control flow described in
The system is capable of automatically inject embryos sequentially for a complete batch.
It also allows only injecting selected embryos within a batch. For example, in one user-friendly control interface shown in
It will be appreciated by those skilled in the art that other variations of the preferred embodiment may also be practiced without departing from the scope of the invention.
The high-throughput automated cellular injection system described herein has at least the following general advantages:
Number | Date | Country | Kind |
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2,560,352 | Sep 2006 | CA | national |