The present invention relates to a digital imaging system for image analysis of samples particularly in high throughput research.
High throughput research (sometimes also referred to as combinatorial) has become a wide practice nowadays especially in pharmaceutical and chemical industry to speed up the chemical discovery process and formulation research respectively. One aspect that is of interest in such research is the nature of samples as determined by visual or other optical inspection. The ability to view and analyze such mixtures in a high throughput context can be important.
WO 2004/053468 describes a combinatorial technique for systematically studying variations in heterogeneous mixtures such as oil-in-water and water-in-oil type of emulsions using automated and high throughput techniques. The system comprises a vial receptacle, an image capturing device, a light source directed at the first location and programmable processor operatively coupled to the image capturing device to detect a behavior in a captured image of a sample for analyzing a plurality of samples containing a dispersion of one or more incompletely miscible components in a continuous fluid phase. The device is available as the digital imaging feature of Symyx Technologies' Core Module tool.
The inventors have discovered that the imaging quality of the Symyx tool is not always adequate to detect important features of the samples being investigated. They have now discovered an improved data image system.
Thus, in one aspect, the invention is a digital imaging device for analysis of one or more samples. The device comprises: an image capturing device comprising a lens to capture the image of the one or more samples which are located in an image capturing chamber, a nest receptacle to hold the one or more samples during imaging, and at least one illuminating source to illuminate the one or more samples. The digital image analysis system further comprises one or more features selected from the following: (a) at least one side of an inner surface of the image capturing chamber is a light absorbing non-reflective surface; (b) at least a first portion of the lens of the image capturing device is covered and a second portion exposed to the interior surface of the image capturing chamber to capture image; (c) the nest receptacle is provided with a spacer having through holes for the spacer to fit in vial nest pins to provide elevation of the samples in the vial nest receptacle; (d) the illuminating source is placed exterior to a housing containing the image capturing chamber which housing is opaque except for at least one aperture wherein the illuminating source is placed at an angle to illuminate the image capturing chamber through the aperture; (e) the illuminating source is placed exterior to a housing containing the image capturing chamber which housing is opaque except for at least one aperture wherein the aperture is fitted with a diffuser for diffusing the illuminating source, and (f) the light is directed at the sample at an angle of about 70 to 110 degrees relative to the lens and a reflective material is placed on the opposite side of the sample from the illuminating source and the reflective material is covered entirely by the sample.
A method of analyzing digital image(s) of plurality of samples using the digital image analysis system as described above was implemented by receiving the one or more samples in the image capturing chamber and placing the sample receptacles in a field view of the image capturing device and on the vial nest receptacle, illuminating the sample receptacles with at least one illuminating source and capturing the image. The image is processed digitally using computer interface to provide data on the samples. The digital image of the sample is analyzed using the digital image analysis system. Multiple sample mixtures such as liquid and emulsion samples can be prepared at one time, and these samples can be screened for desired properties in an automated high throughput manner.
Although the details of one or more embodiments of the invention are set forth in the accompanying drawings and the description below, other features, objects and advantages of the invention will be apparent from the description and drawings and from the claims.
The system and methods described herein can be operated to employ rapid liquid handling and high throughput screening techniques to prepare and analyze libraries of samples for optically-detected characteristics. “Samples” as used in the present invention are preferably fluid mixtures in a liquid phase, including heterogeneous or homogenous mixtures. The term “heterogeneous mixtures” used in the present invention refers to liquid samples that have composition of two or more substances differing one from another that are not chemically combined with each other and are capable of being separated. In particular the term ‘emulsions’ or ‘liquid emulsions’ used herein refers to a suspension of tiny droplets of one liquid in a second liquid or mixing two liquids that ordinarily do not mix well. The liquid emulsion samples tend to display different optical characteristics of behavior when two immiscible liquids are mixed such as separated components, forming of layers or phases or bands. Although the system and apparatus used herein can be employed to analyze samples that are in liquid phase, they can also be used to prepare and analyze solid and gaseous mixtures and combinations of different phases such as solid suspensions in liquid, gels and colloidal systems and the like.
The samples are typically prepared in moveable containers such as vials or cuvettes, which collectively form the library where they are also held for analysis. The images of the samples are captured using the image capturing device and processed digitally using computer aided image processing techniques to provide qualitative and quantitative data about the samples. The digital image analysis of the samples can provide information about the phase separation, band forming or layer formation when two dissimilar liquid mixtures or emulsions are formed. Stages of demixing of the liquid samples can also be identified. One may be able to determine such information as volume fraction, optical density, stability of the mixture and the like.
Referring to
The screening apparatus 200 includes one or more robotic arms 204A and 204B to facilitate high-throughput preparation and screening of the libraries of samples. At least one of the robotic arms 204A includes a vial gripper 206 to transport vials between a vial rack 207 and a location 208 that is within the field of view of digital camera 202. Vial gripper 206 is capable of picking, holding and releasing one or more vials when robotic arm 204 is transporting vials between vial rack 207 and location 208. As shown in
As in
One or more light sources 212 are positioned to illuminate vials positioned at location 208. This illuminating light is then reflected back into digital camera 202 to be captured in the form of a digital image. Two of light sources 212 are mounted on either side of digital camera 202. In this assembly, light sources 212 provide polarized light to illuminate vials and the samples contained therein.
Screening apparatus 200 as in
The prior art screening apparatus 200 also includes computer system 220 which can be configured to control the operation of robotic arm 204, light sources 212, and digital camera 202.
Screening apparatus 200 includes a housing 216 that is configured to exclude light from the surroundings, such that stray or ambient light cannot affect the digital images captured by digital camera 202. Some or all of the elements described above can be located within housing 216. For example, the sample being analyzed, the light sources, and the camera optics are preferably located within housing 216, where they can be isolated from ambient light. By contrast, elements for which light exclusion is not crucial, such as computer system 220, vial rack 207, and robotic arm 204 can be, located outside of housing 216.
One example of the prior art invention is presented in
The image capturing chamber 208 has an inner surface 218 and a vial nest receptacle 210 to receive the sample receptacle 207a for image analysis. The vial receptacle 210 has four vial pins 222 for the vials to rest in the vial nest receptacle. An image capturing chamber 208 of the prior art as illustrated in
The screening system 200 is generally used to analyze a library of samples. The term library used in this specification refers to any matrix of sites, having two or more members, with parametric diversity between members arranged in such a way that physical processes such as synthesis, characterization and measurements can be carried out. Each library includes two or more members, each of which may be represented as a region in an arrangement (an array) of one or more regions. It can also include such as any number of members for example two or more preferably, four, ten, twenty, hundreds or even thousands or more members. The vial rack 207 typically holds one or more members of the library for analysis within the screening system 200. The library design for a library of heterogeneous mixtures of liquid samples can be represented by a pie chart that displays the different components making up the sample. These library designs can be generated using computer implemented graphical design techniques. The output generated from the computer programs may include a list of mappings to be performed in preparing the library and will contain a recipe for each sample vial 207a that has to be prepared and analyzed in the digital image analysis system.
For digital image analysis of the sample vial 207a, the system obtains 207a containing the sample from vial rack 207 by liquid handling arms 204 and transports it into the image capturing chamber 208 through the pneumatically operated top door 223 and places it within the view of the image capturing device 202 to capture the digital image of the sample vial. The image thus obtained is in the form of an array or matrix of pixel values that corresponds to the intensity of the light reaching the lens system 214 of the image capturing device 202. Once the image of the vial 207a is captured, it is returned to the vial rack 207, the image is fed to the computer 220 for further analysis of the sample 207a. These digital images are used to generate qualitative and quantitative descriptions of the samples' natures which include parameters such as band heights and band intensities if banding layers are observed. This information can then be used to provide a detailed analysis of sample 207a.
Surprisingly the inventors have improved the data analysis system by using one or more image enhancement methods. Turning now to
According to a second embodiment of the present invention, the lens 310 of the image capturing device 302 is exposed partially through the light absorbing non-reflective surface 316 allowing very minimum portion of the lens 310 to be exposed inside the image capturing chamber 303 (
In additional embodiments of exemplary improvements in the digital image analysis system 300 according the present invention the light illuminating source is exterior to a housing which is opaque except for where there is an aperture. The light from the illuminating sources shines into the image capture chamber through the aperture and is further characterized by (1) the illuminating source is placed at an angle to the aperture rather than directly through the aperture and/or (2) the aperture includes a diffuser.
As shown in
The image obtained prior to implementations of the preferred light absorbing non-reflective surface as illustrated in
Now, in a sixth embodiment, the inventors have found that providing a vial spacer 322 gives additional height for the sample vials 302a to be clearly visible in the image capturing device 302 as shown in
The vial spacer 322 preferably has a light absorbing non-reflective surface 326 (
The image capturing chamber 303 optionally has a weighing device 312 such as a weighing balance. The weighing device 312 is placed at the base of the vial nest receptacle 310 where the sample vial 302a rests within the vial pins 311 attached to the vial nest receptacle for weighing the sample as shown in
The digital image obtained from the image capturing device is generally in the form of a matrix with defined pixel values that correspond to the intensity of light reaching the lens of the image capturing device 302. The illumination and image capture can be automated through the computer interface using a computer program. Alternatively some or all of the illumination and image capture can be carried out based on manual interaction with a user. For example, the settings of the image capturing device 302 such as aperture, zoom, ISO speed, exposure time, and stored image quality, can be determined and adjusted by the image capture program using the computer interface. These settings can be adjusted to improve the image quality. In the present invention, the computer program is suitably modified to receive data and make adjustments on such items as frame rate, gain and exposure settings to receive better quality images of the sample. The image thus obtained by the improvements set forth in the above description can help in performing more accurate analysis of the sample.
Although the invention has been described in detail for the purpose of illustration, it is understood that such detail is solely for that purpose, and variations can be made therein by those skilled in the art without departing from the spirit and scope of the invention which is defined by the following claims.
This application claims benefit of priority from U.S. Provisional Patent Application No. 61/113,322, filed Nov. 11, 2008, which application is incorporated by reference herein in its entirety.
Number | Date | Country | |
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61113322 | Nov 2008 | US |