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Package: Spectre | ||
Type: Package | ||
Version: 1.1.0 | ||
Package: Spectre | ||
Title: High-dimensional cytometry and imaging analysis. | ||
Version: 1.2.0 | ||
Date: 2023-11-12 | ||
Title: High-dimensional cytometry and imaging analysis. | ||
Description: A computational toolkit in R for the integration, exploration, and analysis of high-dimensional single-cell cytometry and imaging data. | ||
Authors@R: c( | ||
person(given = "Thomas", family = "Ashhurst", email = "[email protected]", role = c("aut", "cre")), | ||
person(given = "Felix", family = "Marsh-Wakefield", email = "[email protected]", role = "aut"), | ||
person(given = "Givanna", family = "Putri", email = "[email protected]", role = "aut") | ||
person("Thomas", "Ashhurst", , "[email protected]", role = c("aut", "cre")), | ||
person("Felix", "Marsh-Wakefield", , "[email protected]", role = "aut"), | ||
person("Givanna", "Putri", , "[email protected]", role = "aut") | ||
) | ||
Description: A computational toolkit in R for the integration, | ||
exploration, and analysis of high-dimensional single-cell cytometry | ||
and imaging data. | ||
License: `use_mit_license()` | ||
URL: https://github.com/ImmuneDynamics/Spectre | ||
BugReports: https://github.com/ImmuneDynamics/Spectre/issues | ||
Maintainer: Thomas Ashhurst <[email protected]> | ||
Depends: R (>= 3.6.0) | ||
License: MIT Licence | ||
Encoding: UTF-8 | ||
LazyData: true | ||
biocViews: flowCore | ||
Depends: | ||
R (>= 3.6.0) | ||
biocViews: | ||
Imports: | ||
colorRamps, | ||
data.table, | ||
dendsort, | ||
factoextra, | ||
flowCore, | ||
matrixStats, | ||
Biobase, | ||
flowViz, | ||
FlowSOM, | ||
rhdf5, | ||
HDF5Array, | ||
devtools, | ||
BiocManager, | ||
plyr, | ||
dplyr, | ||
data.table, | ||
tidyr, | ||
rstudioapi, | ||
Rtsne, | ||
umap, | ||
ggplot2, | ||
ggpointdensity, | ||
ggpubr, | ||
ggthemes, | ||
scales, | ||
colorRamps, | ||
RColorBrewer, | ||
gridExtra, | ||
gtools, | ||
irlba, | ||
parallel, | ||
patchwork, | ||
pheatmap, | ||
ggpubr, | ||
class, | ||
RColorBrewer, | ||
rstudioapi, | ||
rsvd, | ||
Rtsne, | ||
scales, | ||
scattermore, | ||
umap, | ||
uwot, | ||
viridis | ||
Suggests: | ||
Biobase, | ||
caret, | ||
CytofRUV, | ||
CytoNorm, | ||
devtools, | ||
EnhancedVolcano, | ||
exactextractr, | ||
FNN, | ||
ggpointdensity, | ||
factoextra, | ||
gtools, | ||
tidygraph, | ||
ggraph, | ||
stringr, | ||
rsvd, | ||
irlba, | ||
gridExtra, | ||
formatR, | ||
harmony, | ||
HDF5Array, | ||
limma, | ||
qs, | ||
raster, | ||
tiff, | ||
tidyr, | ||
sp, | ||
Rcpp, | ||
rgdal, | ||
rgeos, | ||
rhdf5, | ||
Rphenograph, | ||
s2, | ||
Seurat, | ||
SeuratObject, | ||
sf, | ||
SingleCellExperiment, | ||
sp, | ||
stars, | ||
qs, | ||
s2, | ||
exactextractr, | ||
RoxygenNote: 7.2.3 | ||
testthat (>= 3.0.0), | ||
tiff, | ||
usethis | ||
Config/testthat/edition: 3 | ||
Encoding: UTF-8 | ||
LazyData: true | ||
Roxygen: list(markdown = TRUE) | ||
RoxygenNote: 7.3.1 |
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#' adjust.files | ||
#' | ||
#' @param dat List of data.tables, typically one per 'sample' | ||
#' @param colnames.table A data.table of column names. First column contains the current names, second column contains the new names to update to. | ||
#' | ||
#' @export | ||
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adjust.files <- function(dat, colnames.table){ | ||
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new.names <- colnames.table | ||
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for(a in names(dat)){ | ||
# a <- names(dat)[1] | ||
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for(i in c(1:nrow(new.names))){ | ||
# i <- 1 | ||
old <- new.names[i,1][[1]] | ||
new <- new.names[i,2][[1]] | ||
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if(length(which(names(dat[[a]]) == old)) == 1){ | ||
names(dat[[a]])[which(names(dat[[a]]) == old)] <- new | ||
} | ||
} | ||
} | ||
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return(dat) | ||
} |
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#' check.files | ||
#' | ||
#' @param dat List of data.tables, typically one per 'sample' | ||
#' | ||
#' @export | ||
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check.files <- function(dat){ | ||
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### | ||
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files <- names(dat) | ||
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file.table <- data.table('FileName' = files) | ||
setorderv(file.table, "FileName") | ||
file.table | ||
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colcheck.list <- list() | ||
colname.list <- list() | ||
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### | ||
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for(i in files){ | ||
colcheck.list[[i]] <- dat[[i]][1,] | ||
colname.list[[i]] <- names(dat[[i]]) | ||
} | ||
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colcheck.list | ||
colname.list | ||
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### Condensing column check data | ||
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colcheck.dat <- rbindlist(colcheck.list, fill = TRUE) | ||
colcheck.dat <- as.data.table(!is.na(colcheck.dat)) | ||
colcheck.dat | ||
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### Condensing column names summary | ||
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all.colnames <- unique(unlist(colname.list)) | ||
all.colnames | ||
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colnames.summary <- list() | ||
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for(a in all.colnames){ | ||
# a <- all.colnames[1] | ||
colnames.summary[[a]] <- length(which(colcheck.dat[[a]])) | ||
} | ||
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colnames.summary <- rbindlist(list(colnames.summary)) | ||
colnames.summary | ||
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### | ||
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colcheck.dat$FileName <- files | ||
colcheck.dat | ||
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### Making colname table | ||
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colname.table <- data.table('Column name' = all.colnames, 'New name' = all.colnames) | ||
colname.table | ||
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### Condensing test data | ||
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tempdat <- rbindlist(dat, fill = TRUE) | ||
tempdat | ||
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### Output | ||
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res <- list('Column check' = colcheck.dat, | ||
'Column summary' = colnames.summary, | ||
'All column names' = all.colnames, | ||
'Column name table' = colname.table, | ||
'Test data' = tempdat) | ||
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### Return | ||
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return(res) | ||
} |
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