Plotting genomic data using RCircos package
I am trying to use the RCircos package in R to visualize links between genomic positions. I am unfamiliar with this package and have been using the package documentation available from the CRAN repository from 2016.
I have attempted to format my data according to the package requirements. Here is what it looks like:
> head(pts3)
Chromosome ChromStart ChromEnd Chromosome.1 ChromStart.1 ChromEnd.1
1 chr1 33 34 chr1 216 217
2 chr1 33 34 chr1 789 790
3 chr1 33 34 chr1 1716 1717
4 chr1 33 34 chr1 1902 1903
5 chr1 33 34 chr2 2538 2539
6 chr1 33 34 chr2 4278 4279
Ultimately, I would like to produce a plot with tracks from ChromStart to ChromStart.1 and each gene labeled along the outside of the plot. I thought the script would look something like:
RCircos.Set.Core.Components(cyto.info = pts3,
chr.exclude = NULL,
tracks.inside = 1,
tracks.outside = 2)
RCircos.Set.Plot.Area()
RCircos.Chromosome.Ideogram.Plot()
RCircos.Link.Plot(link.data = pts3,
track.num = 3,
by.chromosome = FALSE)
It appears that to do so, I must first initialize with the RCircos.Set.Core.Components() function which requires positional information for each gene to pass to RCircos.Chromosome.Ideogram.Plot(). So, I created a second data frame containing the required information to pass to the function and this is the error that I get:
> head(genes)
Chromosome ChromStart ChromEnd GeneName Band Stain
1 chr1 0 2342 PB2 NA NA
2 chr2 2343 4683 PB1 NA NA
3 chr3 4684 6917 PA NA NA
4 chr4 6918 8710 HA NA NA
5 chr5 8711 10276 NP NA NA
6 chr6 10277 11735 NA NA NA
> RCircos.Set.Core.Components(cyto.info = genes,
+ chr.exclude = NULL,
+ tracks.inside = 1,
+ tracks.outside = 2)
Error in RCircos.Validate.Cyto.Info(cyto.info, chr.exclude) :
Cytoband start should be 0.
I don't actually have data for the Band or Stain columns and don't understand what they are for, but adding data to the those columns (such as 1:8 or chr1, chr2, etc) does not resolve the problem. Based on a recommendation from another forum, I also tried to reset the plot parameters for RCircos using the following functions, but it did not resolve the error:
core.chrom <- data.frame("Chromosome" = c("chr1", "chr2", "chr3", "chr4", "chr5", "chr6", "chr7", "chr8"),
"ChromStart" = c(0, 2343, 4684, 6918, 8711, 10277, 11736, 12763),
"ChromEnd" = c(2342, 4683, 6917, 8710, 10276, 11735, 12762, 13666),
"startLoc" = c(0, 2343, 4684, 6918, 8711, 10277, 11736, 12763),
"endLoc" = c(2342, 4683, 6917, 8710, 10276, 11735, 12762, 13666),
"Band" = NA,
"Stain" = NA)
RCircos.Reset.Plot.Ideogram(chrom.ideo = core.chrom)
Any advice would be deeply appreciated!
r circos
add a comment |
I am trying to use the RCircos package in R to visualize links between genomic positions. I am unfamiliar with this package and have been using the package documentation available from the CRAN repository from 2016.
I have attempted to format my data according to the package requirements. Here is what it looks like:
> head(pts3)
Chromosome ChromStart ChromEnd Chromosome.1 ChromStart.1 ChromEnd.1
1 chr1 33 34 chr1 216 217
2 chr1 33 34 chr1 789 790
3 chr1 33 34 chr1 1716 1717
4 chr1 33 34 chr1 1902 1903
5 chr1 33 34 chr2 2538 2539
6 chr1 33 34 chr2 4278 4279
Ultimately, I would like to produce a plot with tracks from ChromStart to ChromStart.1 and each gene labeled along the outside of the plot. I thought the script would look something like:
RCircos.Set.Core.Components(cyto.info = pts3,
chr.exclude = NULL,
tracks.inside = 1,
tracks.outside = 2)
RCircos.Set.Plot.Area()
RCircos.Chromosome.Ideogram.Plot()
RCircos.Link.Plot(link.data = pts3,
track.num = 3,
by.chromosome = FALSE)
It appears that to do so, I must first initialize with the RCircos.Set.Core.Components() function which requires positional information for each gene to pass to RCircos.Chromosome.Ideogram.Plot(). So, I created a second data frame containing the required information to pass to the function and this is the error that I get:
> head(genes)
Chromosome ChromStart ChromEnd GeneName Band Stain
1 chr1 0 2342 PB2 NA NA
2 chr2 2343 4683 PB1 NA NA
3 chr3 4684 6917 PA NA NA
4 chr4 6918 8710 HA NA NA
5 chr5 8711 10276 NP NA NA
6 chr6 10277 11735 NA NA NA
> RCircos.Set.Core.Components(cyto.info = genes,
+ chr.exclude = NULL,
+ tracks.inside = 1,
+ tracks.outside = 2)
Error in RCircos.Validate.Cyto.Info(cyto.info, chr.exclude) :
Cytoband start should be 0.
I don't actually have data for the Band or Stain columns and don't understand what they are for, but adding data to the those columns (such as 1:8 or chr1, chr2, etc) does not resolve the problem. Based on a recommendation from another forum, I also tried to reset the plot parameters for RCircos using the following functions, but it did not resolve the error:
core.chrom <- data.frame("Chromosome" = c("chr1", "chr2", "chr3", "chr4", "chr5", "chr6", "chr7", "chr8"),
"ChromStart" = c(0, 2343, 4684, 6918, 8711, 10277, 11736, 12763),
"ChromEnd" = c(2342, 4683, 6917, 8710, 10276, 11735, 12762, 13666),
"startLoc" = c(0, 2343, 4684, 6918, 8711, 10277, 11736, 12763),
"endLoc" = c(2342, 4683, 6917, 8710, 10276, 11735, 12762, 13666),
"Band" = NA,
"Stain" = NA)
RCircos.Reset.Plot.Ideogram(chrom.ideo = core.chrom)
Any advice would be deeply appreciated!
r circos
add a comment |
I am trying to use the RCircos package in R to visualize links between genomic positions. I am unfamiliar with this package and have been using the package documentation available from the CRAN repository from 2016.
I have attempted to format my data according to the package requirements. Here is what it looks like:
> head(pts3)
Chromosome ChromStart ChromEnd Chromosome.1 ChromStart.1 ChromEnd.1
1 chr1 33 34 chr1 216 217
2 chr1 33 34 chr1 789 790
3 chr1 33 34 chr1 1716 1717
4 chr1 33 34 chr1 1902 1903
5 chr1 33 34 chr2 2538 2539
6 chr1 33 34 chr2 4278 4279
Ultimately, I would like to produce a plot with tracks from ChromStart to ChromStart.1 and each gene labeled along the outside of the plot. I thought the script would look something like:
RCircos.Set.Core.Components(cyto.info = pts3,
chr.exclude = NULL,
tracks.inside = 1,
tracks.outside = 2)
RCircos.Set.Plot.Area()
RCircos.Chromosome.Ideogram.Plot()
RCircos.Link.Plot(link.data = pts3,
track.num = 3,
by.chromosome = FALSE)
It appears that to do so, I must first initialize with the RCircos.Set.Core.Components() function which requires positional information for each gene to pass to RCircos.Chromosome.Ideogram.Plot(). So, I created a second data frame containing the required information to pass to the function and this is the error that I get:
> head(genes)
Chromosome ChromStart ChromEnd GeneName Band Stain
1 chr1 0 2342 PB2 NA NA
2 chr2 2343 4683 PB1 NA NA
3 chr3 4684 6917 PA NA NA
4 chr4 6918 8710 HA NA NA
5 chr5 8711 10276 NP NA NA
6 chr6 10277 11735 NA NA NA
> RCircos.Set.Core.Components(cyto.info = genes,
+ chr.exclude = NULL,
+ tracks.inside = 1,
+ tracks.outside = 2)
Error in RCircos.Validate.Cyto.Info(cyto.info, chr.exclude) :
Cytoband start should be 0.
I don't actually have data for the Band or Stain columns and don't understand what they are for, but adding data to the those columns (such as 1:8 or chr1, chr2, etc) does not resolve the problem. Based on a recommendation from another forum, I also tried to reset the plot parameters for RCircos using the following functions, but it did not resolve the error:
core.chrom <- data.frame("Chromosome" = c("chr1", "chr2", "chr3", "chr4", "chr5", "chr6", "chr7", "chr8"),
"ChromStart" = c(0, 2343, 4684, 6918, 8711, 10277, 11736, 12763),
"ChromEnd" = c(2342, 4683, 6917, 8710, 10276, 11735, 12762, 13666),
"startLoc" = c(0, 2343, 4684, 6918, 8711, 10277, 11736, 12763),
"endLoc" = c(2342, 4683, 6917, 8710, 10276, 11735, 12762, 13666),
"Band" = NA,
"Stain" = NA)
RCircos.Reset.Plot.Ideogram(chrom.ideo = core.chrom)
Any advice would be deeply appreciated!
r circos
I am trying to use the RCircos package in R to visualize links between genomic positions. I am unfamiliar with this package and have been using the package documentation available from the CRAN repository from 2016.
I have attempted to format my data according to the package requirements. Here is what it looks like:
> head(pts3)
Chromosome ChromStart ChromEnd Chromosome.1 ChromStart.1 ChromEnd.1
1 chr1 33 34 chr1 216 217
2 chr1 33 34 chr1 789 790
3 chr1 33 34 chr1 1716 1717
4 chr1 33 34 chr1 1902 1903
5 chr1 33 34 chr2 2538 2539
6 chr1 33 34 chr2 4278 4279
Ultimately, I would like to produce a plot with tracks from ChromStart to ChromStart.1 and each gene labeled along the outside of the plot. I thought the script would look something like:
RCircos.Set.Core.Components(cyto.info = pts3,
chr.exclude = NULL,
tracks.inside = 1,
tracks.outside = 2)
RCircos.Set.Plot.Area()
RCircos.Chromosome.Ideogram.Plot()
RCircos.Link.Plot(link.data = pts3,
track.num = 3,
by.chromosome = FALSE)
It appears that to do so, I must first initialize with the RCircos.Set.Core.Components() function which requires positional information for each gene to pass to RCircos.Chromosome.Ideogram.Plot(). So, I created a second data frame containing the required information to pass to the function and this is the error that I get:
> head(genes)
Chromosome ChromStart ChromEnd GeneName Band Stain
1 chr1 0 2342 PB2 NA NA
2 chr2 2343 4683 PB1 NA NA
3 chr3 4684 6917 PA NA NA
4 chr4 6918 8710 HA NA NA
5 chr5 8711 10276 NP NA NA
6 chr6 10277 11735 NA NA NA
> RCircos.Set.Core.Components(cyto.info = genes,
+ chr.exclude = NULL,
+ tracks.inside = 1,
+ tracks.outside = 2)
Error in RCircos.Validate.Cyto.Info(cyto.info, chr.exclude) :
Cytoband start should be 0.
I don't actually have data for the Band or Stain columns and don't understand what they are for, but adding data to the those columns (such as 1:8 or chr1, chr2, etc) does not resolve the problem. Based on a recommendation from another forum, I also tried to reset the plot parameters for RCircos using the following functions, but it did not resolve the error:
core.chrom <- data.frame("Chromosome" = c("chr1", "chr2", "chr3", "chr4", "chr5", "chr6", "chr7", "chr8"),
"ChromStart" = c(0, 2343, 4684, 6918, 8711, 10277, 11736, 12763),
"ChromEnd" = c(2342, 4683, 6917, 8710, 10276, 11735, 12762, 13666),
"startLoc" = c(0, 2343, 4684, 6918, 8711, 10277, 11736, 12763),
"endLoc" = c(2342, 4683, 6917, 8710, 10276, 11735, 12762, 13666),
"Band" = NA,
"Stain" = NA)
RCircos.Reset.Plot.Ideogram(chrom.ideo = core.chrom)
Any advice would be deeply appreciated!
r circos
r circos
asked Nov 12 '18 at 20:50
JennyJenny
61
61
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