Exchange Bioinformatics Data Between Excel and MATLAB
Use Excel and MATLAB Together
If you have bioinformatics data in an Excel® (2007 or newer) spreadsheet, use Spreadsheet Link™ to:
Connect Excel with the MATLAB® Workspace to exchange data
Use MATLAB and Bioinformatics Toolbox™ computational and visualization functions
About the Example
The following example assumes you have Spreadsheet Link software installed on your system.
The Excel file used in the following example contains data from DeRisi, J.L., Iyer, V.R., and Brown, P.O. (Oct. 24, 1997). Exploring the metabolic and genetic control of gene expression on a genomic scale. Science 278(5338), 680–686. PMID: 9381177. The data was filtered using the steps described in Gene Expression Profile Analysis.
Set System Path and Enable Add-In
If not already done, modify your system path to include the MATLAB root folder as described in the Spreadsheet Link documentation.
If not already done, enable the Spreadsheet Link Add-In as described in Add-In Setup (Spreadsheet Link).
Close MATLAB and Excel if they are open.
Start Excel. MATLAB and Spreadsheet Link software automatically start.
Download Spreadsheet with Filtered Yeast Data
Download the provided
Filtered_Yeastdata.xlsmand open it in Excel.
In the Excel software, enable macros. Click the Developer tab, and then select Macro Security from the Code group. If the Developer tab is not displayed on the Excel ribbon, consult Excel Help to display it. If you encounter the "Can't find project or library" error, you might need to update the references in the Visual Basic software. Open Visual Basic by clicking the Developer tab and selecting Visual Basic. Then select Tools > References > SpreadsheetLink. If the MISSING: exclink2007.xlam check box is selected, clear it.
Run the Example for the Entire Data Set
In the provided Excel file, note that columns A through H contain data from DeRisi et al. Also note that cells J5, J6, J7, and J12 contain formulas using Spreadsheet Link functions
To view a cell's formula, select the cell, and then view the formula in the formula bar at the top of the Excel window.
Execute the formulas in cells J5, J6, J7, and J12, by selecting the cell, pressing F2, and then pressing Enter.
Each of the first three cells contains a formula using the Spreadsheet Link function
MLPutMatrix, which creates a MATLAB variable from the data in the spreadsheet. Cell J12 contains a formula using the Spreadsheet Link function
MLEvalString, which runs the Bioinformatics Toolbox
clustergramfunction using the three variables as input. For more information on adding formulas using Spreadsheet Link functions, see Create Diagonal Matrix Using Worksheet Cells (Spreadsheet Link).
Note that cell J17 contains a formula using a macro function
Clustergram, which was created in the Visual Basic® Editor. Running this macro does the same as the formulas in cells J5, J6, J7, and J12. Optionally, view the
Clustergrammacro function by clicking the Developer tab, and then clicking the Visual Basic button . (If the Developer tab is not on the Excel ribbon, consult Excel Help to display it.)
For more information on creating macros using Visual Basic Editor, see Create Diagonal Matrix Using VBA Macro (Spreadsheet Link).
Execute the formula in cell J17 to analyze and visualize the data:
Select cell J17.
The macro function
Clustergramruns creating three MATLAB variables (
TimeSteps) and displaying a Clustergram window containing dendrograms and a heat map of the data.
Edit Formulas to Run the Example on a Subset of the Data
Edit the formulas in cells J5 and J6 to analyze a subset of the data. Do this by editing the formulas’ cell ranges to include data for only the first 30 genes:
Select cell J5, and then press F2 to display the formula for editing. Change H617 to H33, and then press Enter.
Select cell J6, then press F2 to display the formula for editing. Change A617 to A33, and then press Enter.
Run the formulas in cells J5, J6, J7, and J12 to analyze and visualize a subset of the data:
Select cell J5, press F2, and then press Enter.
Select cell J6, press F2, and then press Enter.
Select cell J7, press F2, and then press Enter.
Select cell J12, press F2, and then press Enter.
Use the Spreadsheet Link product to Interact With the Data in MATLAB
Use the MATLAB group on the right side of the Home tab to interact with the data:
For example, create a variable in MATLAB containing a 3-by-7 matrix of the data, plot the data in a Figure window, and then add the plot to your spreadsheet:
Click-drag to select cells B5 through H7.
From the MATLAB group, select Send data to MATLAB.
Type YAGenes for the variable name, and then click OK.
The variable YAGenes is added to the MATLAB Workspace as a 3-by-7 matrix.
From the MATLAB group, select Run MATLAB command.
') for the command, and then click OK.
A Figure window displays a plot of the data.
Make sure you use the
'(transpose) symbol when plotting the data in this step. You need to transpose the data in
YAGenesso that it plots as three genes over seven time intervals.
Select cell J20, and then click from the MATLAB group, select Get MATLAB figure.
The figure is added to the spreadsheet.