Plot

Running the %TPLOT macro creates a window displaying a graphical representation of the marker test results.

Figure 12.1 shows an example of the TPLOT results window.

Figure 12.1: Results Window for TPLOT Macro

Results Window for TPLOT Macro


This plot contains a grid of points with symbols that represent the $p$-values for various marker tests. Colors and shapes of the data points are used to symbolize $p$-value ranges. The Show Info About Points button on the toolbar enables the $p$-values to be displayed. If you hold down the left mouse button while positioning the mouse pointer on any point in the plot, the pop-up window appears for off-diagonal points, displaying the two markers being tested for linkage disequilibrium and the $p$-value of the test; the window displays the marker and its $p$-values for the HWE test and marker-trait association test for points on the diagonal, as shown in Figure 12.1.

Disequilibrium Tests

The $p$-values from the linkage disequilibrium tests between all pairs of markers (or all markers within a certain range of each other) are represented by the color of the squares on the off-diagonal of the plot. For the points on the diagonal, the results from the Hardy-Weinberg equilibrium test are displayed instead of the linkage disequilibrium tests since the same marker locus is on the horizontal and vertical axes.

The three ranges of $p$-values that correspond to different colored symbols in the plot are as follows:

Red

[0, 0.01]

Orange

(0.01, 0.05]

Yellow

(0.05, 1]

The disequilibrium test $p$-values that are plotted can be provided by the output data set from PROC ALLELE, or by a user-created data set meeting the requirements described in the Syntax: TPLOT Macro section.

Marker-Trait Association Tests

Points on the diagonal also display $p$-values from marker-trait association tests, using the shape of the symbol to correspond to two categories of $p$-values, significant and not significant. The significance level is set to 0.05 by default, but can be modified using the ALPHA= option in the %TPLOT macro. Thus, for a significance level of $\alpha $, the following shapes represent the following ranges:

Plus

tplss04  [0, $\alpha $]

Triangle

tplss03  ($\alpha $, 1]

Note that the square shape tplss05 of the off-diagonal points does not represent a marker-trait association $p$-value since there are two different marker loci represented on the horizontal and vertical axes. These $p$-values can be provided by the output data set of PROC CASECONTROL, PROC FAMILY, or PROC PSMOOTH. Alternatively, a user-created data set that meets the conditions described in the Syntax: TPLOT Macro section can be used.