Special covariates for the X chromosome
OverviewTeaching: 15 min
Exercises: 15 minQuestions
How do I find the chromosome X covariates for a cross?Objectives
Get the X covariates for a cross.
The X chromosome must be treated differently from the autosomes in the mapping of quantitative trait loci (QTL). If the X chromosome is treated like an autosome, a sex difference in a phenotype, such as weight or height, can lead to spurious linkage on the X chromosome. The X chromosome varies depending on the sex of the animal and the direction of the cross, so accounting for these covariates is important under the null hypothesis of no QTL, to avoid spurious evidence of linkage. (See Broman et al. (2006) Genetics 174:2151-2158.) Specifically, see the figures for the behavior of the X chromosome in a backcross and in an intercross.
The particular X chromosome covariates depends on the cross, and can be obtained with the function
get_x_covar(). In the iron data, sex is indicated as 0 for females and 1 for males. For cross direction, see Figure 2 of Broman et al. (2006) Genetics 174:2151-2158. For cross direction, all samples are filled in with 0 except for females from the reverse direction, who are indicated with 1.
Xcovar <- get_x_covar(iron) head(Xcovar)
sex direction 1 1 0 2 1 0 3 1 0 4 1 0 5 1 0 6 1 0
The X chromosome requires special treatment in QTL mapping.
Special covariates such as sex should be included to avoid spurious evidence of linkage.