CellProfiler Pipeline: http://www.cellprofiler.org Version:4 DateRevision:318 GitHash: ModuleCount:10 HasImagePlaneDetails:False Images:[module_num:1|svn_version:\'Unknown\'|variable_revision_number:2|show_window:False|notes:\x5B\'To begin creating your project, use the Images module to compile a list of files and/or folders that you want to analyze. You can also specify a set of rules to include only the desired files in your selected folders.\'\x5D|batch_state:array(\x5B\x5D, dtype=uint8)|enabled:True|wants_pause:False] :\xff\xfe Filter images?:\xff\xfeI\x00m\x00a\x00g\x00e\x00s\x00 \x00o\x00n\x00l\x00y\x00 Select the rule criteria:\xff\xfea\x00n\x00d\x00 \x00(\x00e\x00x\x00t\x00e\x00n\x00s\x00i\x00o\x00n\x00 \x00d\x00o\x00e\x00s\x00 \x00i\x00s\x00i\x00m\x00a\x00g\x00e\x00)\x00 \x00(\x00d\x00i\x00r\x00e\x00c\x00t\x00o\x00r\x00y\x00 \x00d\x00o\x00e\x00s\x00n\x00o\x00t\x00 \x00c\x00o\x00n\x00t\x00a\x00i\x00n\x00r\x00e\x00g\x00e\x00x\x00p\x00 \x00"\x00\x5B\x00\\\x00\\\x00\\\x00\\\x00/\x00\x5D\x00\\\x00\\\x00.\x00"\x00)\x00 Metadata:[module_num:2|svn_version:\'Unknown\'|variable_revision_number:5|show_window:False|notes:\x5B\'The Metadata module optionally allows you to extract information describing your images (i.e, metadata) which will be stored along with your measurements. This information can be contained in the file name and/or location, or in an external file.\'\x5D|batch_state:array(\x5B\x5D, dtype=uint8)|enabled:True|wants_pause:False] Extract metadata?:\xff\xfeY\x00e\x00s\x00 Metadata data type:\xff\xfeT\x00e\x00x\x00t\x00 Metadata types:\xff\xfe{\x00}\x00 Extraction method count:\xff\xfe1\x00 Metadata extraction method:\xff\xfeE\x00x\x00t\x00r\x00a\x00c\x00t\x00 \x00f\x00r\x00o\x00m\x00 \x00f\x00i\x00l\x00e\x00/\x00f\x00o\x00l\x00d\x00e\x00r\x00 \x00n\x00a\x00m\x00e\x00s\x00 Metadata source:\xff\xfeF\x00i\x00l\x00e\x00 \x00n\x00a\x00m\x00e\x00 Regular expression to extract from file name:\xff\xfe^\x00(\x00?\x00P\x00<\x00P\x00l\x00a\x00t\x00e\x00>\x00.\x00*\x00)\x00_\x00(\x00?\x00P\x00<\x00W\x00e\x00l\x00l\x00>\x00\x5B\x00A\x00-\x00P\x00\x5D\x00\x5B\x000\x00-\x009\x00\x5D\x00{\x002\x00}\x00)\x00_\x00s\x00(\x00?\x00P\x00<\x00S\x00i\x00t\x00e\x00>\x00\x5B\x000\x00-\x009\x00\x5D\x00)\x00_\x00w\x00(\x00?\x00P\x00<\x00C\x00h\x00a\x00n\x00n\x00e\x00l\x00N\x00u\x00m\x00b\x00e\x00r\x00>\x00\x5B\x000\x00-\x009\x00\x5D\x00)\x00 Regular expression to extract from folder name:\xff\xfe(\x00?\x00P\x00<\x00D\x00a\x00t\x00e\x00>\x00\x5B\x000\x00-\x009\x00\x5D\x00{\x004\x00}\x00_\x00\x5B\x000\x00-\x009\x00\x5D\x00{\x002\x00}\x00_\x00\x5B\x000\x00-\x009\x00\x5D\x00{\x002\x00}\x00)\x00$\x00 Extract metadata from:\xff\xfeA\x00l\x00l\x00 \x00i\x00m\x00a\x00g\x00e\x00s\x00 Select the filtering criteria:\xff\xfea\x00n\x00d\x00 \x00(\x00f\x00i\x00l\x00e\x00 \x00d\x00o\x00e\x00s\x00 \x00c\x00o\x00n\x00t\x00a\x00i\x00n\x00 \x00"\x00"\x00)\x00 Metadata file location:\xff\xfeE\x00l\x00s\x00e\x00w\x00h\x00e\x00r\x00e\x00.\x00.\x00.\x00\x7C\x00 Match file and image metadata:\xff\xfe\x5B\x00\x5D\x00 Use case insensitive matching?:\xff\xfeN\x00o\x00 Metadata file name:\xff\xfe NamesAndTypes:[module_num:3|svn_version:\'Unknown\'|variable_revision_number:8|show_window:False|notes:\x5B\'The NamesAndTypes module allows you to assign a meaningful name to each image by which other modules will refer to it.\'\x5D|batch_state:array(\x5B\x5D, dtype=uint8)|enabled:True|wants_pause:False] Assign a name to:\xff\xfeI\x00m\x00a\x00g\x00e\x00s\x00 \x00m\x00a\x00t\x00c\x00h\x00i\x00n\x00g\x00 \x00r\x00u\x00l\x00e\x00s\x00 Select the image type:\xff\xfeG\x00r\x00a\x00y\x00s\x00c\x00a\x00l\x00e\x00 \x00i\x00m\x00a\x00g\x00e\x00 Name to assign these images:\xff\xfeP\x00L\x00A\x00 Match metadata:\xff\xfe\x5B\x00\x5D\x00 Image set matching method:\xff\xfeO\x00r\x00d\x00e\x00r\x00 Set intensity range from:\xff\xfeI\x00m\x00a\x00g\x00e\x00 \x00m\x00e\x00t\x00a\x00d\x00a\x00t\x00a\x00 Assignments count:\xff\xfe2\x00 Single images count:\xff\xfe0\x00 Maximum intensity:\xff\xfe2\x005\x005\x00.\x000\x00 Process as 3D?:\xff\xfeN\x00o\x00 Relative pixel spacing in X:\xff\xfe1\x00.\x000\x00 Relative pixel spacing in Y:\xff\xfe1\x00.\x000\x00 Relative pixel spacing in Z:\xff\xfe1\x00.\x000\x00 Select the rule criteria:\xff\xfea\x00n\x00d\x00 \x00(\x00f\x00i\x00l\x00e\x00 \x00d\x00o\x00e\x00s\x00 \x00c\x00o\x00n\x00t\x00a\x00i\x00n\x00 \x00"\x00c\x004\x00.\x00"\x00)\x00 Name to assign these images:\xff\xfeO\x00r\x00i\x00g\x00B\x00l\x00u\x00e\x00 Name to assign these objects:\xff\xfeC\x00e\x00l\x00l\x00 Select the image type:\xff\xfeG\x00r\x00a\x00y\x00s\x00c\x00a\x00l\x00e\x00 \x00i\x00m\x00a\x00g\x00e\x00 Set intensity range from:\xff\xfeI\x00m\x00a\x00g\x00e\x00 \x00m\x00e\x00t\x00a\x00d\x00a\x00t\x00a\x00 Maximum intensity:\xff\xfe2\x005\x005\x00.\x000\x00 Select the rule criteria:\xff\xfea\x00n\x00d\x00 \x00(\x00f\x00i\x00l\x00e\x00 \x00d\x00o\x00e\x00s\x00 \x00c\x00o\x00n\x00t\x00a\x00i\x00n\x00 \x00"\x00c\x003\x00.\x00"\x00)\x00 Name to assign these images:\xff\xfeO\x00r\x00i\x00g\x00G\x00r\x00e\x00e\x00n\x00 Name to assign these objects:\xff\xfeN\x00u\x00c\x00l\x00e\x00u\x00s\x00 Select the image type:\xff\xfeG\x00r\x00a\x00y\x00s\x00c\x00a\x00l\x00e\x00 \x00i\x00m\x00a\x00g\x00e\x00 Set intensity range from:\xff\xfeI\x00m\x00a\x00g\x00e\x00 \x00m\x00e\x00t\x00a\x00d\x00a\x00t\x00a\x00 Maximum intensity:\xff\xfe2\x005\x005\x00.\x000\x00 Groups:[module_num:4|svn_version:\'Unknown\'|variable_revision_number:2|show_window:False|notes:\x5B\'The Groups module optionally allows you to split your list of images into image subsets (groups) which will be processed independently of each other. Examples of groupings include screening batches, microtiter plates, time-lapse movies, etc.\'\x5D|batch_state:array(\x5B\x5D, dtype=uint8)|enabled:True|wants_pause:False] Do you want to group your images?:\xff\xfeY\x00e\x00s\x00 grouping metadata count:\xff\xfe1\x00 Metadata category:\xff\xfeF\x00i\x00l\x00e\x00L\x00o\x00c\x00a\x00t\x00i\x00o\x00n\x00 IdentifyPrimaryObjects:[module_num:5|svn_version:\'Unknown\'|variable_revision_number:13|show_window:False|notes:\x5B\'Identify the nuclei from the nuclear stain image. \'\x5D|batch_state:array(\x5B\x5D, dtype=uint8)|enabled:True|wants_pause:False] Select the input image:\xff\xfeO\x00r\x00i\x00g\x00B\x00l\x00u\x00e\x00 Name the primary objects to be identified:\xff\xfeN\x00u\x00c\x00l\x00e\x00i\x00 Typical diameter of objects, in pixel units (Min,Max):\xff\xfe1\x002\x000\x00,\x003\x000\x000\x00 Discard objects outside the diameter range?:\xff\xfeY\x00e\x00s\x00 Discard objects touching the border of the image?:\xff\xfeY\x00e\x00s\x00 Method to distinguish clumped objects:\xff\xfeS\x00h\x00a\x00p\x00e\x00 Method to draw dividing lines between clumped objects:\xff\xfeS\x00h\x00a\x00p\x00e\x00 Size of smoothing filter:\xff\xfe1\x000\x00 Suppress local maxima that are closer than this minimum allowed distance:\xff\xfe7\x00.\x000\x00 Speed up by using lower-resolution image to find local maxima?:\xff\xfeY\x00e\x00s\x00 Fill holes in identified objects?:\xff\xfeA\x00f\x00t\x00e\x00r\x00 \x00b\x00o\x00t\x00h\x00 \x00t\x00h\x00r\x00e\x00s\x00h\x00o\x00l\x00d\x00i\x00n\x00g\x00 \x00a\x00n\x00d\x00 \x00d\x00e\x00c\x00l\x00u\x00m\x00p\x00i\x00n\x00g\x00 Automatically calculate size of smoothing filter for declumping?:\xff\xfeY\x00e\x00s\x00 Automatically calculate minimum allowed distance between local maxima?:\xff\xfeY\x00e\x00s\x00 Handling of objects if excessive number of objects identified:\xff\xfeC\x00o\x00n\x00t\x00i\x00n\x00u\x00e\x00 Maximum number of objects:\xff\xfe5\x000\x000\x00 Use advanced settings?:\xff\xfeY\x00e\x00s\x00 Threshold setting version:\xff\xfe1\x000\x00 Threshold strategy:\xff\xfeG\x00l\x00o\x00b\x00a\x00l\x00 Thresholding method:\xff\xfeO\x00t\x00s\x00u\x00 Threshold smoothing scale:\xff\xfe1\x00.\x003\x004\x008\x008\x00 Threshold correction factor:\xff\xfe1\x00.\x000\x00 Lower and upper bounds on threshold:\xff\xfe0\x00.\x000\x00,\x001\x00.\x000\x00 Manual threshold:\xff\xfe0\x00.\x000\x00 Select the measurement to threshold with:\xff\xfeN\x00o\x00n\x00e\x00 Two-class or three-class thresholding?:\xff\xfeT\x00w\x00o\x00 \x00c\x00l\x00a\x00s\x00s\x00e\x00s\x00 Assign pixels in the middle intensity class to the foreground or the background?:\xff\xfeF\x00o\x00r\x00e\x00g\x00r\x00o\x00u\x00n\x00d\x00 Size of adaptive window:\xff\xfe5\x000\x00 Lower outlier fraction:\xff\xfe0\x00.\x000\x005\x00 Upper outlier fraction:\xff\xfe0\x00.\x000\x005\x00 Averaging method:\xff\xfeM\x00e\x00a\x00n\x00 Variance method:\xff\xfeS\x00t\x00a\x00n\x00d\x00a\x00r\x00d\x00 \x00d\x00e\x00v\x00i\x00a\x00t\x00i\x00o\x00n\x00 # of deviations:\xff\xfe2\x00.\x000\x00 Thresholding method:\xff\xfeO\x00t\x00s\x00u\x00 EnhanceOrSuppressFeatures:[module_num:6|svn_version:\'Unknown\'|variable_revision_number:6|show_window:False|notes:\x5B\'Use filtering to enhance the foci speckles in the image. The feature size setting should be specified to be at least as large as the largest feature to be enhanced.\'\x5D|batch_state:array(\x5B\x5D, dtype=uint8)|enabled:True|wants_pause:False] Select the input image:\xff\xfeO\x00r\x00i\x00g\x00G\x00r\x00e\x00e\x00n\x00 Name the output image:\xff\xfeE\x00n\x00h\x00a\x00n\x00c\x00e\x00d\x00G\x00r\x00e\x00e\x00n\x00 Select the operation:\xff\xfeE\x00n\x00h\x00a\x00n\x00c\x00e\x00 Feature size:\xff\xfe1\x000\x00 Feature type:\xff\xfeS\x00p\x00e\x00c\x00k\x00l\x00e\x00s\x00 Range of hole sizes:\xff\xfe1\x00,\x001\x000\x00 Smoothing scale:\xff\xfe2\x00.\x000\x00 Shear angle:\xff\xfe0\x00.\x000\x00 Decay:\xff\xfe0\x00.\x009\x005\x00 Enhancement method:\xff\xfeT\x00u\x00b\x00e\x00n\x00e\x00s\x00s\x00 Speed and accuracy:\xff\xfeF\x00a\x00s\x00t\x00 MaskImage:[module_num:7|svn_version:\'Unknown\'|variable_revision_number:3|show_window:False|notes:\x5B\'Mask the foci image using the nuclei objects.\'\x5D|batch_state:array(\x5B\x5D, dtype=uint8)|enabled:True|wants_pause:False] Select the input image:\xff\xfeE\x00n\x00h\x00a\x00n\x00c\x00e\x00d\x00G\x00r\x00e\x00e\x00n\x00 Name the output image:\xff\xfeM\x00a\x00s\x00k\x00e\x00d\x00G\x00r\x00e\x00e\x00n\x00 Use objects or an image as a mask?:\xff\xfeO\x00b\x00j\x00e\x00c\x00t\x00s\x00 Select object for mask:\xff\xfeN\x00u\x00c\x00l\x00e\x00i\x00 Select image for mask:\xff\xfeN\x00o\x00n\x00e\x00 Invert the mask?:\xff\xfeN\x00o\x00 IdentifyPrimaryObjects:[module_num:8|svn_version:\'Unknown\'|variable_revision_number:13|show_window:False|notes:\x5B\'Identify the foci using per-object thresholding to compute a threshold for each individual nuclei object. Some manual adjustment of the smoothing filter size and maxima supression distance is required to optimize segmentation.\'\x5D|batch_state:array(\x5B\x5D, dtype=uint8)|enabled:True|wants_pause:False] Select the input image:\xff\xfeM\x00a\x00s\x00k\x00e\x00d\x00G\x00r\x00e\x00e\x00n\x00 Name the primary objects to be identified:\xff\xfeh\x002\x00a\x00x\x00 Typical diameter of objects, in pixel units (Min,Max):\xff\xfe4\x00,\x002\x000\x00 Discard objects outside the diameter range?:\xff\xfeY\x00e\x00s\x00 Discard objects touching the border of the image?:\xff\xfeY\x00e\x00s\x00 Method to distinguish clumped objects:\xff\xfeI\x00n\x00t\x00e\x00n\x00s\x00i\x00t\x00y\x00 Method to draw dividing lines between clumped objects:\xff\xfeI\x00n\x00t\x00e\x00n\x00s\x00i\x00t\x00y\x00 Size of smoothing filter:\xff\xfe4\x00 Suppress local maxima that are closer than this minimum allowed distance:\xff\xfe4\x00 Speed up by using lower-resolution image to find local maxima?:\xff\xfeY\x00e\x00s\x00 Fill holes in identified objects?:\xff\xfeA\x00f\x00t\x00e\x00r\x00 \x00b\x00o\x00t\x00h\x00 \x00t\x00h\x00r\x00e\x00s\x00h\x00o\x00l\x00d\x00i\x00n\x00g\x00 \x00a\x00n\x00d\x00 \x00d\x00e\x00c\x00l\x00u\x00m\x00p\x00i\x00n\x00g\x00 Automatically calculate size of smoothing filter for declumping?:\xff\xfeN\x00o\x00 Automatically calculate minimum allowed distance between local maxima?:\xff\xfeN\x00o\x00 Handling of objects if excessive number of objects identified:\xff\xfeC\x00o\x00n\x00t\x00i\x00n\x00u\x00e\x00 Maximum number of objects:\xff\xfe5\x000\x000\x00 Use advanced settings?:\xff\xfeY\x00e\x00s\x00 Threshold setting version:\xff\xfe1\x000\x00 Threshold strategy:\xff\xfeG\x00l\x00o\x00b\x00a\x00l\x00 Thresholding method:\xff\xfeR\x00o\x00b\x00u\x00s\x00t\x00B\x00a\x00c\x00k\x00g\x00r\x00o\x00u\x00n\x00d\x00 Threshold smoothing scale:\xff\xfe1\x00.\x003\x004\x008\x008\x00 Threshold correction factor:\xff\xfe1\x00.\x000\x00 Lower and upper bounds on threshold:\xff\xfe0\x00.\x000\x00,\x001\x00.\x000\x00 Manual threshold:\xff\xfe0\x00.\x000\x00 Select the measurement to threshold with:\xff\xfeN\x00o\x00n\x00e\x00 Two-class or three-class thresholding?:\xff\xfeT\x00w\x00o\x00 \x00c\x00l\x00a\x00s\x00s\x00e\x00s\x00 Assign pixels in the middle intensity class to the foreground or the background?:\xff\xfeF\x00o\x00r\x00e\x00g\x00r\x00o\x00u\x00n\x00d\x00 Size of adaptive window:\xff\xfe5\x000\x00 Lower outlier fraction:\xff\xfe0\x00.\x000\x005\x00 Upper outlier fraction:\xff\xfe0\x00.\x000\x005\x00 Averaging method:\xff\xfeM\x00e\x00a\x00n\x00 Variance method:\xff\xfeS\x00t\x00a\x00n\x00d\x00a\x00r\x00d\x00 \x00d\x00e\x00v\x00i\x00a\x00t\x00i\x00o\x00n\x00 # of deviations:\xff\xfe2\x00.\x000\x00 Thresholding method:\xff\xfeO\x00t\x00s\x00u\x00 RelateObjects:[module_num:9|svn_version:\'Unknown\'|variable_revision_number:4|show_window:False|notes:\x5B\'Establish a parent-child between the foci (\\xe2\\x80\\x9cchildren\\xe2\\x80\\x9d) and the nuclei (\\xe2\\x80\\x9cparents\\xe2\\x80\\x9d) in order to determine which foci belong to which nuclei. Then, calculate mean foci measurements for each nucleus.\'\x5D|batch_state:array(\x5B\x5D, dtype=uint8)|enabled:True|wants_pause:False] Parent objects:\xff\xfeN\x00u\x00c\x00l\x00e\x00i\x00 Child objects:\xff\xfeh\x002\x00a\x00x\x00 Name the output object:\xff\xfeR\x00e\x00l\x00a\x00t\x00e\x00O\x00b\x00j\x00e\x00c\x00t\x00s\x00 Calculate child-parent distances?:\xff\xfeC\x00e\x00n\x00t\x00r\x00o\x00i\x00d\x00 Calculate per-parent means for all child measurements?:\xff\xfeY\x00e\x00s\x00 Calculate distances to other parents?:\xff\xfeN\x00o\x00 Parent name:\xff\xfeN\x00o\x00n\x00e\x00 Parent name:\xff\xfeN\x00o\x00n\x00e\x00 ExportToSpreadsheet:[module_num:10|svn_version:\'Unknown\'|variable_revision_number:12|show_window:True|notes:\x5B\'Export any measurements to a comma-delimited file (.csv). The measurements made for the nuclei and foci objects will be saved to separate .csv files, in addition to the per-image .csv.\'\x5D|batch_state:array(\x5B\x5D, dtype=uint8)|enabled:True|wants_pause:False] Select the column delimiter:\xff\xfeC\x00o\x00m\x00m\x00a\x00 \x00(\x00"\x00,\x00"\x00)\x00 Add image metadata columns to your object data file?:\xff\xfeN\x00o\x00 Select the measurements to export:\xff\xfeY\x00e\x00s\x00 Calculate the per-image mean values for object measurements?:\xff\xfeY\x00e\x00s\x00 Calculate the per-image median values for object measurements?:\xff\xfeY\x00e\x00s\x00 Calculate the per-image standard deviation values for object measurements?:\xff\xfeY\x00e\x00s\x00 Output file location:\xff\xfeE\x00l\x00s\x00e\x00w\x00h\x00e\x00r\x00e\x00.\x00.\x00.\x00\x7C\x00T\x00\x3A\x00\\\x00\\\x00L\x00M\x00G\x00\\\x00\\\x00L\x00M\x00G\x00S\x00e\x00c\x00t\x00i\x00o\x00n\x00s\x00\\\x00\\\x00G\x00e\x00n\x00e\x00_\x00T\x00a\x00r\x00g\x00e\x00t\x00i\x00n\x00g\x00\\\x00\\\x000\x000\x00_\x00L\x00A\x00B\x00\\\x00\\\x001\x004\x00_\x00c\x00e\x00l\x00l\x00p\x00r\x00o\x00f\x00i\x00l\x00e\x00r\x00\\\x00\\\x00P\x00i\x00p\x00e\x00l\x00i\x00n\x00e\x00s\x00 Create a GenePattern GCT file?:\xff\xfeN\x00o\x00 Select source of sample row name:\xff\xfeM\x00e\x00t\x00a\x00d\x00a\x00t\x00a\x00 Select the image to use as the identifier:\xff\xfeN\x00o\x00n\x00e\x00 Select the metadata to use as the identifier:\xff\xfeN\x00o\x00n\x00e\x00 Export all measurement types?:\xff\xfeN\x00o\x00 Press button to select measurements:\xff\xfeN\x00u\x00c\x00l\x00e\x00i\x00\x7C\x00C\x00h\x00i\x00l\x00d\x00r\x00e\x00n\x00_\x00h\x002\x00a\x00x\x00_\x00C\x00o\x00u\x00n\x00t\x00 Representation of Nan/Inf:\xff\xfeN\x00a\x00N\x00 Add a prefix to file names?:\xff\xfeY\x00e\x00s\x00 Filename prefix:\xff\xfeb\x00i\x00n\x00_\x00t\x00e\x00s\x00t\x00 Overwrite existing files without warning?:\xff\xfeY\x00e\x00s\x00 Data to export:\xff\xfeN\x00u\x00c\x00l\x00e\x00i\x00 Combine these object measurements with those of the previous object?:\xff\xfeN\x00o\x00 File name:\xff\xfeD\x00A\x00T\x00A\x00.\x00c\x00s\x00v\x00 Use the object name for the file name?:\xff\xfeY\x00e\x00s\x00