1. Field of the Invention
The present invention relates generally to image analysis in High Throughput Screening (HTS) or Ultra High Throughput Screening (uHTS) system. More specifically, the present invention is directed to a droplet detection system for monitoring the dispensing operation in the HTS or uHTS system.
2. Related Art
Typical procedure for HTS and uHTS systems includes dispensing one or more fluids (e.g., cells, reagents, media, and buffer) into one or more microtitre plates, and transferring such fluids to be incubated, centrifuged, and read. With the exception of the reading step, the process operates in an open loop fashion. Accordingly, if an undesirable condition or malfunction occurs (e.g. the dispenser clogs), the system cannot detect or issue any report of such condition until perhaps the final read step. For a large screening involving hundreds or thousands of plates, a tremendous amount of fluid can be unnecessarily wasted.
More specifically, HTS and uHTS systems generally have one or more dispensing operations where fluid is dispensed into the wells of microtitre plates. Dispense nozzles used for the dispensing operation are generally very small, and therefore can easily be blocked or clogged during the dispensing operation. If one or more of the dispensing nozzles are blocked, then the corresponding wells will be empty. Likewise, if one or more of the dispensing nozzles are partially blocked, then such blockage may cause the dispensing stream to be off target, i.e., the droplets may be dispensed onto the top surfaces of the plate rather than into the corresponding wells.
There is yet a detection system designed to monitor or uncover the above-discussed dispensing conditions in the HTS and uHTS systems. Although various vision or image systems have been implemented for specific applications, such as vial counting, inspecting pipettes, or locating pamphlets, none of such systems has been integrated in a detection system to determine the operation condition of a cell or reagent dispenser.
The present invention implements a droplet detection system for monitoring a dispensing operation in a high throughput screening. The system includes a plate with a predetermined number of wells and well walls; a dispenser for dispensing fluid, such as cells, media or reagents, into the wells of the plate; an illuminating sensor to extract image features from the wells and well walls; and a controller for analyzing the extracted image features to determine the presence of the dispensing fluid on the wells and well walls.
The sensor can be a camera or a combination of a camera and vision processing hardware, and can have an array of LEDs to illuminate light onto the plate, or a mirror or partially silvered mirror to reflect light from the array of LEDs onto the plate.
The clog or blocked condition of the dispensing operation is detected either by the controller by measuring variations in light intensity on the well walls, or by measuring fluid content of each of the wells, so as to trigger an operator intervention if needed.
Advantages of the present invention include a more accurate high throughput screening and avoidance of material waste or equipment malfunction caused by a complete or partially blockage of the dispenser during the dispensing operation.
Further features and advantages of the invention, as well as the structure and operation of various embodiments of the invention, are described in detail below with reference to the accompanying drawings.
The foregoing and other features and advantages of the invention will be apparent from the following, more particular description of a preferred embodiment of the invention, as illustrated in the accompanying drawings wherein like reference numbers generally indicate identical, functionally similar, and/or structurally similar elements. The left most digits in the corresponding reference number indicate the drawing in which an element first appears.
While specific exemplary examples, environments and embodiments are discussed below, it should be understood that this is done for illustration purposes only. A person skilled in the relevant art will recognize that other components and configurations can be used without parting from the spirit and scope of the invention. In fact, after reading the following description, it will become apparent to a person skilled in the relevant art how to implement the invention in alternative examples, environments and embodiments.
The dispensing nozzles 102 are grouped together and can be mounted on, e.g., a manipulator arm (not shown). Each dispensing nozzle is typically constructed with a tip portion but such can be subjected to clogging. Therefore, an image capturing device 106 is utilized to capture one or more images of the microtitre plate so that such images can be processed by a processor 108 to determine the condition of the microtitre plate 104 due to the occurrence of clogging, if any.
The image capturing device 106 as shown in
An exemplary structure for the illumination device 112 is shown in
Details of the camera are further illustrated in
The mounting positions of the cameras are further illustrated in
In one or more embodiments, the steps of the present invention; and the functional steps performed by computer control device 314, are embodied in machine-executable instructions. The instructions can be used to cause a processing device, for example a general-purpose or special-purpose processor, which is programmed with the instructions, to perform the steps of the present invention.
Alternatively, the aforementioned steps can be performed by specific hardware components that contain hardwired logic for performing the steps, or by any combination of programmed computer components and custom hardware components.
For example, the aforementioned steps of the present invention can be provided as a computer program product. In this environment, the invention can include a machine-readable medium having instructions stored on it. The instructions can be used to program any processor (or other electronic devices) to perform a process according to the present invention.
The machine-readable medium can include, for example, floppy diskettes, optical disks, CD-ROMs, and magneto-optical disks, ROMs, RAMs, EPROMs, EEPROMs, magnet or optical cards, or other type of media/machine-readable medium suitable for storing electronic instructions, but is not limited to the foregoing.
In addition, the aforementioned steps of the present invention can also be downloaded as a computer program product. Here, the program can be transferred from a remote computer (e.g., a server) to a requesting computer (e.g., a client) by way of data signals embodied in a carrier wave or other propagation medium via a communication link (e.g., a modem or network connection).
The vision system software resides in the image processing computer and is the main operator interface. The operator can enter commands, set windows for algorithms, adjust algorithm parameters, start and stop algorithms, and view images and results. The vision system software also communicates with the camera and image analysis software. Algorithms and inspection windows can be retrieved and images and processing results can be loaded. The camera can be triggered to snap an image. The image processing algorithms can be started and stopped. The vision system software further communicates with the motion controller. The camera may be mounted on a pneumatic or motor driven single or multi-axis stage Such allows the camera to be moved relative to the microtitre plate being inspected. The vision system software yet further communicates with an external device such as a dispenser. The dispenser notifies the vision system software that the dispensing is completed and the plate is ready to be inspected.
The image analysis software resides in the camera and performs the functions of (1) determining the exact position of the plate based on features located on the plate, (2) aligning the image processing windows on the image, (3) analyzing images to detect droplets, (4) analyzing images to detect full and empty wells, and (5) controlling the transfer of information from the frame grabber to and from both the camera and the vision system computer.
The notification software performs the functions of (1) notifying the operator based on notification criteria (e.g., maximum allowable droplets) and actual performance (e.g., number of droplets actually found), (2) providing an operator interface for setting the notification criteria.
Skilled persons will also understand that the use of any terms throughout the specification depicting particular elements or combinations thereof, are provided by way of example, not limitation, and that the present invention can be utilized and implemented by any systems and methods presently known or possible without escaping from the features and functions disclosed herein.
While various embodiments of the present invention have been described above, it should be understood that they have been presented by way of example only, and not limitation. Thus, the breadth and scope of the present invention should not be limited by any of the above-described exemplary embodiments, but should instead be defined only in accordance with the following claims and their equivalents.
This application claims the benefit of priority of U.S. provisional application No. 60/849,141, filed Oct. 3, 2006, the disclosure of which is hereby incorporated by reference as if written herein in its entirety.
Number | Date | Country | |
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60849141 | Oct 2006 | US |