摘要:
A method and system for quantifying and correcting spatial-intensity trends for each channel of a microarray data set having one or more channels. The method and system of one embodiment of the present invention selects a set of features from each channel of the microarray data set. Based on the selected set of features, a surface is used to determine the intensities for all features in each channel of the microarray data set. Spatial-intensity trends within the microarray data set are quantified, based on the surface to the intensities for each channel of the microarray data set. After the surface has been determined, the spatial-intensity trend can be removed from the microarray data set.
摘要:
A method and system for quantify random errors, sequence-dependent trends, and spatial-intensity trends in one or more channels of microarray data sets. The method and system of one embodiment of the present invention is directed to a method for quantifying random errors, sequence-dependent trends, and spatial-intensity trends present in microarray data sets. An additive error equation is employed to quantify background noise present in feature intensities due to random errors, sequence-dependent trends, and spatial-intensity trends.
摘要:
Methods, systems and computer readable media for automatically feature extracting array images in batch mode. At least two images to be feature extracted are loaded into a batch project, and the system automatically and sequentially feature extracts the images in the batch project. At least one of the images may be feature extracted based upon a different grid template or protocol than at least one other of the images. Methods, systems and computer readable media are provided to automatically feature extract a single array image having an identifier indicating that it is a multipack, multiple array image. A system provided for feature extracting array images in batch mode includes a user interface with a feature enabling a user to select images to be loaded into a batch project; and based upon the loaded images in the batch project, the system may automatically assign a grid template to each image loaded into the batch project. Further, the system may automatically assign a protocol to each image loaded into the batch project.
摘要:
A method and system for estimating a global background-signal correction for each channel of a microarray data set. The method and system of one embodiment of the present invention is directed to a method for calculating background corrected signals for a microarray data set by receiving a non-negative constant and selects a set of low-combined-intensity features from the microarray data set. Based on the low-combined-intensity features, a representation that describes a central-trend of the selected set of low-combined-intensity features is determined in signal-intensity space. The method adjusts the microarray data set parallel to the determined representation based on the non-negative constant.
摘要:
Systems, methods and computer readable media for characterizing a chemical array. At least one metric indicative of accuracy of location of features on the chemical array by a feature extraction process used to extract signals from features of the chemical array may be generated, as well as additional metrics adapted to identify errors caused by a particular process used in generating the signals on the array. A quality control report may be generated to contain at least one metric indicative of accuracy of location and said at least one additional metric. Customized quality control reports may be generated by providing for user selection of at least one metric adapted to identify errors caused by a particular process used in generating signals on a chemical array, from plurality of metrics, and including such selections in the quality control report generated. Systems, methods and computer readable media are provided for characterizing a chemical array by generating metrics adapted to identify errors caused by a particular process used in generating the signals on the array, generating a quality control report containing at least one of the metrics, and outputting the quality control report.
摘要:
Methods, systems and computer readable media for facilitating analysis of feature extraction outputs across multiple extractions. A feature extraction output of an extraction resulting from feature extraction of an array is inputted, and global statistics and array processing parameters are extracted from the feature extraction output. A table/file is populated with the extracted global statistics and array processing parameters of the extraction. The inputting, extracting and populating steps are repeated for at least one additional feature extraction output of another extraction, so that the table/file includes global statistics that can be readily cross-compared over multiple extractions with reference to a single table or file. Methods, systems and computer readable media are provided for setting threshold values for metrics that global statistics are provided for. An evaluation metric may be set by a user, based upon the threshold values set for the metrics. A metric set including the metrics and optionally one or more thresholds and optionally an evaluation metric may be stored and/or applied to additional global statistics for those metrics to evaluate the quality of one or more extractions. A set of reports are provided for facilitating analysis of feature extraction outputs across multiple extractions. A diagnostic tool is provided for identifying and diagnosing potential problems in feature extraction outputs.
摘要:
Methods, systems and computer readable media for removing trends in signal intensity values from features on a chemical array. Inputted signal values from features on the array are surface fitted to calculate a surface approximation. The surface approximation is normalized and used to de-trend the signal intensity values from the features.
摘要:
A method and system for determining a biopolymer array substrate thickness dependent optimal focus distance for scanning a molecular array by a molecular array scanner are provided. A reference substrate is automatically scanned at successively greater distances of the stage from a light gathering medium, such as an optical fiber, or z-positions, to produce data providing a functional relationship between z-position and measured signal intensities. The data is then processed by an array substrate thickness dependent focus-finding routine that selects an optimal focus-distance for data scans which is optimized for the thickness of the reference substrate. Also provided are methods of determining the thickness of a biopolymer array substrate using a position sensitive device (PSD) component of a biopolymer array scanner. Further methods include determining the thickness of said biopolymeric array and automatically selecting an optimal focus distance using the determined thickness and a calibration function on thickness versus optimal focus distance. The subject invention finds use in a variety of different applications, including both genomic and proteomic applications.
摘要:
An automated method and system for determining an optimal focus distance for scanning a molecular array by a molecular array scanner. Blocks of rows of a reference array are automatically scanned at successively greater distances of the stage from a light gathering medium, such as an optical fiber, or z-positions, to produce data providing a functional relationship between z-position and measured signal intensities. The data is then processed by a peak-height-based, or window-based, focus-finding routine that selects an optimal focus-distance for data scans.
摘要:
A set of chemical arrays held together by a common carrier with one or more arrays of the set having been previously exposed to a sample. In one embodiment the common carrier optionally includes an indication of locations along which the carrier should be separated so as to separate the set of chemical arrays into multiple sub-sets each with one or more arrays. A method of use may include separating the set of chemical arrays into multiple sub-sets each with one or more arrays.