Difference between revisions of "Color Mosaic"

(→‎Overview)
(→‎Sort button)
 
(55 intermediate revisions by 2 users not shown)
Line 1: Line 1:
 +
{{TutorialsTopNav}}
 +
 
==Overview==
 
==Overview==
  
−
The Color Mosaic component displays expression values for all active arrays and markers using a "heat map" colored by either an absolute or relative color scheme.
+
 
 +
The Color Mosaic component displays expression values for all active arrays and markers using an "Eisen" plot "heat map" colored by either an absolute or relative color scheme.  It is located in the View Area ( see figure below) in the top-right of the application.
 +
 
 +
Measurements in the selected microarray dataset are displayed as a two-dimensional matrix with each column representing an array and each row representing a gene/marker. The color spectrum is used to indicate the magnitudes of the measurements.  
  
 
When the Color Mosaic component is used to display the results of a t-test or ANOVA, it will display the p-values to the right of each marker.
 
When the Color Mosaic component is used to display the results of a t-test or ANOVA, it will display the p-values to the right of each marker.
 +
 +
==Limitations==
 +
There is a limit of about 100 Megapixels to the size of the Color Mosaic image that can be displayed.  A warning will be issued if this size is exceeded, and the image will not be created.
 +
 +
==Color Mosaic Controls==
 +
 +
 +
[[Image:T-Test_Color_Mosaic_Control_Descriptions.png|{{ImageMaxWidth}}]]
  
  
−
[[Image:T_Color_Mosaic_Absolute.png]]
+
The figure above shows the Color Mosaic component displaying the results of a t-test, including p-values.
  
−
==Controls==
+
===Display Controls===
  
−
===Display===
 
−
Pushing the '''Display''' button causes the view to be drawn or redrawn.
 
  
−
===Accession===
+
* '''Display''' - Toggles on/off the Color Mosaic display.  It is better to leave the display "off" when not being used.
−
If the '''Accession''' button is active, probeset names will be displayed at right for each marker.
+
* '''Array Names''' - Toggles on/off the display of array names above the columns of the color mosaic.
 +
* '''Accession''' - Toggles on/off the display of the accession number (e.g. Affymetrix probeset name) to the right of each row in the color mosaic.
 +
* '''Label''' - Toggles on/off the display of the gene symbol(if available) to the right of each row in the color mosaic.
 +
* '''Sort''' - The "Sort" control is disabled unless the results of an analysis are being displayed.  It toggles between two sorting orders for the t-test results.  These are further described below.  It is not used by other analyses.
 +
* '''Lightbulb''' [[Image:Color_Mosaic_Lightbulb.png]] - Activates the tooltip function over the color mosaic display.  When activated, mouse-over (hover) text over any cell in the color mosaic will give the following information:
 +
** Chip - the name of the array
 +
** Marker - the marker name/accession number (e.g. Affymetrix probeset id).
 +
** Signal - The value of the signal in the dataset for the marker/array pair.
  
−
===Label===
+
[[Image:T_Color_Mosaic_Tooltip.png]]
−
If the '''Label''' button is active, gene names will be displayed at right for each marker.
 
  
−
===Export data===
 
  
 +
* '''Intensity''' - The intensity slider increases or decreases the thresholds used to define the color mappings, as explained in the Color Key section.
 +
* '''Gene Height''' and '''Gene Width''' - Change the size (number of pixels) assigned to each marker (row height) or array (column width) in the color mosaic.  The associated labels scale proportionately.
  
−
===Sort===
+
===Search Controls===
 +
There are separate text boxes to search for array names, accession numbers, and labels.  The search fields are enabled by their respective buttons.
  
 +
Each search field features progressive search.  As each character is typed in, the first match to the entered string will be automatically highlighted in blue. The next match can be found by hitting the "Enter" key.  Typing additional characters further narrows the search. 
  
−
===Bulb icon===
+
* '''Search Array''' - Toggle on/off searching for array names.
 +
* '''Search Accession''' - Toggle on/off searching for marker IDs.
 +
* '''Search Label''' - Toggle on/off searching for Gene Names.
 +
* '''Clear Search''' - Clear the search result highlights.
  
−
Activates a mouse-over tool tip.  When the cursor is placed over a point on the color mosaic display, the array, marker, and expression value are displayed.
+
The figure below shows the results, with labels highlighted in purple, of searches using all three search fields.
  
−
[[Image:T_Color_Mosaic_Tooltip.png]]
 
  
−
   
+
[[Image:T-Test_Color_Mosaic_Search.png|{{ImageMaxWidth}}]]
 +
 
 +
===Sort button===
 +
The Sort button toggles between two methods of sorting the markers in the Color Mosaic component. It is enabled only when displaying results from a t-test.
 +
 
 +
* By default, sorting is by p-value, with the smallest values at top. 
 +
* If the Sort button is pushed, the following alternate sorting method is used:
 +
** Divide the markers into two groups based on the sign of the t-value.
 +
** Sort each group by t-value in ascending order.
 +
** Recombine the two groups such that the group with increasingly positive t-values comes first, followed by the second group with decreasingly negative t-values.
 +
 
 +
This leaves the most significant positive and and negative t-values adjacent in the center of the sorted list"
 +
 
 +
A t-test result displayed default sorted by p-value:
 +
 
  
−
===Intensity slider===
+
[[Image:Color_Mosaic_not_sorted.png]]
−
The slider increases or decreases the thresholds used to define the color codings, as explained below in the Color Key section.
 
  
−
===Color key===
 
−
The Color key shows the range of colors available in the currently set Visualization preference (Menu->Tools->Preferences->Visualization).  There are two available color schemes:  '''Absolute''' and '''Relative'''.  In each, the lowest and highest expression values correspond to the most saturated colors, and values closer to the middle are indicated by shading into a third color.
 
  
−
====Absolute====
+
and the same result displayed sorted by the alternate method (Sort button activated):
  
−
Colors are calculated on an absolute scale centered about zero (when the Intensity Slider is in the middle, neutral position).  Values shade between the following:
 
−
* Black - zero.
 
−
* Red - positive values.
 
−
* Green - negative values.
 
  
−
====Relative====
+
[[Image:Color_Mosaic_sorted.png]]
  
−
Colors are calculated relative to the mean '''for each marker''' (when the Intensity Slider is in the middle, neutral position).  Expression value colors are directly comparable only within a particular marker.
+
===Other controls===
−
* White - mean value for marker.
+
* '''Export data''' - This option is only available when displaying results of an analysis, e.g. from ANOVA or t-test.  Export p-values to a file.
−
* Red - values greater than the mean.
+
* '''All Markers''' - Overrides any set of markers activated in the Markers component to display all markers.  Disabled in some displays such as ANOVA.
−
* Blue - values less than the mean.
+
* '''All Arrays''' - Overrides any set of arrays activated in the Arrays/Phenotypes component to display results from all arrays.  Disabled in some displays such as ANOVA.
 +
* '''Printer Icon''' - Send the heat-map to the printer.
  
−
===Gene Height and Gene Width===
+
==Mouse-click actions==
 +
===Left-click===
 +
Left-clicking on any location (tile) in the mosaic will highlight the corresponding gene probe in the Markers component, and the corresponding array in the Arrays/Phenotypes component.
  
−
Change the size (number of pixels) assigned to each entry (tile) in the color mosaic.  This also changes the size of the associated labels.
+
===Right-click===
 +
Right-clicking anywhere on the color mosaic display will bring up a menu with the following entries, as shown in the below figure:
  
−
===All Markers===
+
[[Image:T_Color_Mosaic_Rightclick.png]]
  
−
Overrides any set of markers activated in the Markers component to display all markers.  Disabled in some displays such as ANOVA.
+
* '''Print''' - Send the heat map to the printer.
 +
* '''Zoom-in/ Zoom-out''' - Increase/decrease size of color mosaic.
 +
* '''Take Snapshot''' - Save an image of the heat map to the [[Workspace|Workspace]].
 +
* '''Export significance value''' - Export p-values from displayed ANOVA / t-test result.  (Disabled when not displaying an analysis result).
  
−
===All Arrays===
+
==Color key==
 +
The Color key shows the range of colors available in the currently set [[Preferences#Visualization | Visualization preference]] (Menu->Tools->Preferences->Visualization).  There are two available color schemes:  '''Absolute''' and '''Relative'''.  In each, the lowest and highest expression values correspond to the most saturated colors, and values closer to the middle are indicated by shading into a third color.
  
−
Overrides any set of arrays activated in the Arrays/Phenotypes component to display results from all arrays.  Disabled in some displays such as ANOVA.
+
See [[Preferences#Visualization | Visualization preference]] for switching between absolute and relative color schemes.
  
−
==Actions==
+
===Absolute===
 +
Colors are calculated on an absolute scale centered about zero (when the Intensity Slider is in the middle, neutral position).  Values shade between the following:
 +
* Black - zero.
 +
* Red - positive values.
 +
* Green - negative values.
  
−
===Clicking on an entry===
+
===Relative===
−
Clicking on any location (tile) in the mosaic will highlight the corresponding gene probe in the Markers component, and the corresponding array in the Arrays/Phenotypes component.
+
Colors are calculated relative to the mean '''for each marker''' (when the Intensity Slider is in the middle, neutral position).  Expression value colors are directly comparable only within a particular marker.
 +
* White - mean value for marker.
 +
* Red - values greater than the mean.
 +
* Blue - values less than the mean.

Latest revision as of 23:46, 26 January 2015

Home | Quick Start | Basics | Menu Bar | Preferences | Component Configuration Manager | Workspace | Information Panel | Local Data Files | File Formats | caArray | Array Sets | Marker Sets | Microarray Dataset Viewers | Filtering | Normalization | Tutorial Data | geWorkbench-web Tutorials

Analysis Framework | ANOVA | ARACNe | BLAST | Cellular Networks KnowledgeBase | CeRNA/Hermes Query | Classification (KNN, WV) | Color Mosaic | Consensus Clustering | Cytoscape | Cupid | DeMAND | Expression Value Distribution | Fold-Change | Gene Ontology Term Analysis | Gene Ontology Viewer | GenomeSpace | genSpace | Grid Services | GSEA | Hierarchical Clustering | IDEA | Jmol | K-Means Clustering | LINCS Query | Marker Annotations | MarkUs | Master Regulator Analysis | (MRA-FET Method) | (MRA-MARINa Method) | MatrixREDUCE | MINDy | Pattern Discovery | PCA | Promoter Analysis | Pudge | SAM | Sequence Retriever | SkyBase | SkyLine | SOM | SVM | T-Test | Viper Analysis | Volcano Plot


Overview

The Color Mosaic component displays expression values for all active arrays and markers using an "Eisen" plot "heat map" colored by either an absolute or relative color scheme. It is located in the View Area ( see figure below) in the top-right of the application.

Measurements in the selected microarray dataset are displayed as a two-dimensional matrix with each column representing an array and each row representing a gene/marker. The color spectrum is used to indicate the magnitudes of the measurements.

When the Color Mosaic component is used to display the results of a t-test or ANOVA, it will display the p-values to the right of each marker.

Limitations

There is a limit of about 100 Megapixels to the size of the Color Mosaic image that can be displayed. A warning will be issued if this size is exceeded, and the image will not be created.

Color Mosaic Controls

T-Test Color Mosaic Control Descriptions.png


The figure above shows the Color Mosaic component displaying the results of a t-test, including p-values.

Display Controls

  • Display - Toggles on/off the Color Mosaic display. It is better to leave the display "off" when not being used.
  • Array Names - Toggles on/off the display of array names above the columns of the color mosaic.
  • Accession - Toggles on/off the display of the accession number (e.g. Affymetrix probeset name) to the right of each row in the color mosaic.
  • Label - Toggles on/off the display of the gene symbol(if available) to the right of each row in the color mosaic.
  • Sort - The "Sort" control is disabled unless the results of an analysis are being displayed. It toggles between two sorting orders for the t-test results. These are further described below. It is not used by other analyses.
  • Lightbulb Color Mosaic Lightbulb.png - Activates the tooltip function over the color mosaic display. When activated, mouse-over (hover) text over any cell in the color mosaic will give the following information:
    • Chip - the name of the array
    • Marker - the marker name/accession number (e.g. Affymetrix probeset id).
    • Signal - The value of the signal in the dataset for the marker/array pair.

T Color Mosaic Tooltip.png


  • Intensity - The intensity slider increases or decreases the thresholds used to define the color mappings, as explained in the Color Key section.
  • Gene Height and Gene Width - Change the size (number of pixels) assigned to each marker (row height) or array (column width) in the color mosaic. The associated labels scale proportionately.

Search Controls

There are separate text boxes to search for array names, accession numbers, and labels. The search fields are enabled by their respective buttons.

Each search field features progressive search. As each character is typed in, the first match to the entered string will be automatically highlighted in blue. The next match can be found by hitting the "Enter" key. Typing additional characters further narrows the search.

  • Search Array - Toggle on/off searching for array names.
  • Search Accession - Toggle on/off searching for marker IDs.
  • Search Label - Toggle on/off searching for Gene Names.
  • Clear Search - Clear the search result highlights.

The figure below shows the results, with labels highlighted in purple, of searches using all three search fields.


T-Test Color Mosaic Search.png

Sort button

The Sort button toggles between two methods of sorting the markers in the Color Mosaic component. It is enabled only when displaying results from a t-test.

  • By default, sorting is by p-value, with the smallest values at top.
  • If the Sort button is pushed, the following alternate sorting method is used:
    • Divide the markers into two groups based on the sign of the t-value.
    • Sort each group by t-value in ascending order.
    • Recombine the two groups such that the group with increasingly positive t-values comes first, followed by the second group with decreasingly negative t-values.

This leaves the most significant positive and and negative t-values adjacent in the center of the sorted list"

A t-test result displayed default sorted by p-value:


Color Mosaic not sorted.png


and the same result displayed sorted by the alternate method (Sort button activated):


Color Mosaic sorted.png

Other controls

  • Export data - This option is only available when displaying results of an analysis, e.g. from ANOVA or t-test. Export p-values to a file.
  • All Markers - Overrides any set of markers activated in the Markers component to display all markers. Disabled in some displays such as ANOVA.
  • All Arrays - Overrides any set of arrays activated in the Arrays/Phenotypes component to display results from all arrays. Disabled in some displays such as ANOVA.
  • Printer Icon - Send the heat-map to the printer.

Mouse-click actions

Left-click

Left-clicking on any location (tile) in the mosaic will highlight the corresponding gene probe in the Markers component, and the corresponding array in the Arrays/Phenotypes component.

Right-click

Right-clicking anywhere on the color mosaic display will bring up a menu with the following entries, as shown in the below figure:

T Color Mosaic Rightclick.png

  • Print - Send the heat map to the printer.
  • Zoom-in/ Zoom-out - Increase/decrease size of color mosaic.
  • Take Snapshot - Save an image of the heat map to the Workspace.
  • Export significance value - Export p-values from displayed ANOVA / t-test result. (Disabled when not displaying an analysis result).

Color key

The Color key shows the range of colors available in the currently set Visualization preference (Menu->Tools->Preferences->Visualization). There are two available color schemes: Absolute and Relative. In each, the lowest and highest expression values correspond to the most saturated colors, and values closer to the middle are indicated by shading into a third color.

See Visualization preference for switching between absolute and relative color schemes.

Absolute

Colors are calculated on an absolute scale centered about zero (when the Intensity Slider is in the middle, neutral position). Values shade between the following:

  • Black - zero.
  • Red - positive values.
  • Green - negative values.

Relative

Colors are calculated relative to the mean for each marker (when the Intensity Slider is in the middle, neutral position). Expression value colors are directly comparable only within a particular marker.

  • White - mean value for marker.
  • Red - values greater than the mean.
  • Blue - values less than the mean.
Retrieved from "http://wiki.c2b2.columbia.edu/workbench/index.php?title=Color_Mosaic&oldid=12636"