Description Usage Arguments Details Value Examples
Visualization of differential TAD boundaries
1 2 3 |
tad_diff |
Raw object output by TADCompare. Required. |
cont_mat1 |
contact matrix in either sparse 3 column, n x n or n x (n+3) form where the first three columns are coordinates in BED format. See "Input_Data" vignette for more information. If an x n matrix is used, the column names must correspond to the start point of the corresponding bin. Should correspond to the first contact matrix input into TADCompare. Required. |
cont_mat2 |
contact matrix in either sparse 3 column, n x n or n x (n+3) form where the first three columns are coordinates in BED format. If an x n matrix is used, the column names must correspond to the start point of the corresponding bin. Should correspond to the second contact matrix input into TADCompare. Required. |
resolution |
Resolution of the data. Required. |
start_coord |
The start coordinate defining a region to plot. Required. |
end_coord |
The end coordinate defining a region to plot. Required. |
pre_tad |
A list of pre-defined TADs for drawing. Must contain two entries with the first corresponding to TADs detected in matrix 1 and the second to those detected in matrix 2. Each entry must contain a BED-like data frame or GenomicRanges object with columns "chr", "start", and "end", corresponding to coordinates of TADs. Must correspond to TADCompare results obtained for the same pre-defined TADs. Optional |
show_types |
If FALSE only the labels "Differential" and "Non-Differential" will be used. More in-depth differential boundary types will be excluded. Default is TRUE. |
point_size |
Parameter used to adjust the size of boundary points on heatmap plot. Default is 3. |
max_height |
Maximum height in bins that should be displayed on the heatmap plot. Default is 25. |
rel_heights |
Proportion of the size of the heatmap and score panels. Should be a vector containing the relative size of each panel with the heatmap panel coming first and the score panel second. Default is c(2, 1). |
palette |
Parameter used to adjust color palette. For list of palettes see https://rdrr.io/cran/RColorBrewer/man/ColorBrewer.html. Alternatively, users can define a vector of color names or hex codes. Default is 'RdYlBu' |
Given a TADCompare object and two corresponding contact matrices, Diff_Plot provides visualization of user-specified regions of the genome with accompanying differential annotations, TAD scores and differential TAD scores
A ggplot plot containing a visualization of the upper diagonal both contact matrices with types of non-/differential boundaries labeled. The first matrix is shown on top and the second on the bottom. If pre_tad is provided, then the outline of the pre-defined TADs are shown. Individual TAD score and differential TAD scores are shown below the contact matrix plots.
1 2 3 4 5 6 7 8 | # Read in data
data("rao_chr22_prim")
data("rao_chr22_rep")
# Find differential TAD boundaries
tad_diff <- TADCompare(rao_chr22_prim, rao_chr22_rep, resolution = 50000)
# Create plot
DiffPlot(tad_diff,rao_chr22_prim, rao_chr22_rep, resolution = 50000,
start_coord = 22050000, end_coord = 24150000)
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