From acdc83527216da9f243df9fe005cc158476fb1dd Mon Sep 17 00:00:00 2001 From: huangyaqing-123 Date: Thu, 10 Jul 2025 23:12:44 -0400 Subject: [PATCH] updated_all_clear --- .Rbuildignore | 1 + DESCRIPTION | 3 +- LICENSE | 23 +----- LICENSE.md | 21 ++++++ NAMESPACE | 11 +-- R/CalculatePercentage.R | 27 +++++-- R/ComputeCellData.R | 141 +++++++++++++++++-------------------- R/LoadPathway.R | 2 +- R/PathwayMaxMin.R | 36 ++++++---- R/PlotPathway.R | 32 ++++----- R/PreparePlotData.R | 11 +-- data/fake_final_mds.rda | Bin 2078 -> 37248 bytes data/fake_test_object.rda | Bin 10939 -> 131056 bytes data/fake_to_plot.rda | Bin 2936 -> 53113 bytes man/CalculatePercentage.Rd | 4 +- man/ComputeCellData.Rd | 33 ++++++--- man/LoadPathway.Rd | 2 +- man/PathwayMaxMin.Rd | 12 ++-- man/PlotPathway.Rd | 12 ++-- 19 files changed, 202 insertions(+), 169 deletions(-) create mode 100644 LICENSE.md diff --git a/.Rbuildignore b/.Rbuildignore index 91114bf..e13c405 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -1,2 +1,3 @@ ^.*\.Rproj$ ^\.Rproj\.user$ +^LICENSE\.md$ diff --git a/DESCRIPTION b/DESCRIPTION index 1886c0b..6bf7b4a 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -24,7 +24,8 @@ Imports: viridis, stats, effsize, - rlang + tidyverse, + purrr Suggests: testthat (>= 3.0.0) Config/testthat/edition: 3 diff --git a/LICENSE b/LICENSE index ef97142..42409af 100644 --- a/LICENSE +++ b/LICENSE @@ -1,21 +1,2 @@ -MIT License - -Copyright (c) 2025 Raredon Lab - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. +YEAR: 2025 +COPYRIGHT HOLDER: Raredon Lab diff --git a/LICENSE.md b/LICENSE.md new file mode 100644 index 0000000..5cfe77a --- /dev/null +++ b/LICENSE.md @@ -0,0 +1,21 @@ +# MIT License + +Copyright (c) 2025 Raredon Lab + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/NAMESPACE b/NAMESPACE index 7d09a63..12e3197 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -12,11 +12,14 @@ import(cowplot) import(ggplot2) import(matrixStats) import(readxl) -import(stats) import(tidyverse) import(viridis) +importFrom(dplyr,"%>%") importFrom(dplyr,bind_rows) -importFrom(dplyr,filter) -importFrom(dplyr,pull) importFrom(effsize,cohen.d) -importFrom(rlang,sym) +importFrom(matrixStats,rowMaxs) +importFrom(matrixStats,rowMins) +importFrom(purrr,map) +importFrom(stats,cmdscale) +importFrom(stats,dist) +importFrom(stats,na.omit) diff --git a/R/CalculatePercentage.R b/R/CalculatePercentage.R index 374e6c8..448e5b3 100644 --- a/R/CalculatePercentage.R +++ b/R/CalculatePercentage.R @@ -1,8 +1,12 @@ #' Calculate the percentage of cells in activation status +#' +#' This function calculates the percentage of cells in ON (scale > 0) and OFF (scale < 0) +#' activation states within each group defined by `group_var`. If exactly two groups +#' are provided, it also computes Cohen's d effect size between their activation values. #' @name CalculatePercentage -#' @importFrom dplyr filter pull bind_rows -#' @importFrom rlang sym +#' @importFrom dplyr bind_rows #' @importFrom effsize cohen.d +#' @importFrom stats na.omit #' @param to.plot A data frame containing at least a `scale` column and a grouping column. #' @param group_var A string specifying the grouping variable (e.g., "genotype", "treatment"). #' @return A data frame with the percentage of ON/OFF cells and Cohen's d (if applicable). @@ -11,36 +15,47 @@ #' CalculatePercentage(fake_to_plot, "genotype") #' @export CalculatePercentage <- function(to.plot, group_var){ + # Make sure there is scale data stopifnot("scale" %in% names(to.plot)) - group_sym <- sym(group_var) + # Make sure no NA groups <- unique(na.omit(to.plot[[group_var]])) results <- list() for (g in groups) { - subset_data <- dplyr::filter(to.plot, !!group_sym == g) + subset_data <- to.plot[to.plot[[group_var]] == g, ] total <- nrow(subset_data) + # Calculate how many cells are in on/off status on <- sum(subset_data[["scale"]] > 0, na.rm = TRUE) off <- sum(subset_data[["scale"]] < 0, na.rm = TRUE) + # Calculate percentages of on/off cells results[[as.character(g)]] <- list( percentage_on = round(100 * on / total, 2), percentage_off = round(100 * off / total, 2) ) } + # When there are two groups in comparison, Cohen's d — a measure of effect size — will be applied for statistic purpose if (length(groups) == 2) { g1 <- groups[1] g2 <- groups[2] - vec1 <- pull(dplyr::filter(to.plot, !!group_sym == g1), scale) - vec2 <- pull(dplyr::filter(to.plot, !!group_sym == g2), scale) + vec1 <- to.plot[to.plot[[group_var]] == g1, "scale"] + vec2 <- to.plot[to.plot[[group_var]] == g2, "scale"] + + # Computes Cohen's d between two numeric vectors (vec1 and vec2) and extracts the estimated value of the effect size. cohens_d_val <- cohen.d(vec1, vec2)$estimate + # |d value|: 0 - 0.2, effect size is negligible + # |d value|: 0.2 - 0.5: small effect + # |d value|: 0.5 - 0.8: medium effect + # |d value|: > 0.8: large effect results[[as.character(g1)]]$cohens_d <- cohens_d_val results[[as.character(g2)]]$cohens_d <- cohens_d_val } + # Make a dataframe for the output df <- bind_rows(results, .id = "group") return(df) } diff --git a/R/ComputeCellData.R b/R/ComputeCellData.R index a742664..584def6 100644 --- a/R/ComputeCellData.R +++ b/R/ComputeCellData.R @@ -1,103 +1,90 @@ -#' A function for scRNA sequencing pathway analysis -#' -#' This function computes cell status for a given pathway in single-cell RNA-seq data, +#' A function computes cell status for a given pathway in single-cell RNA-seq data, #' based on the distance between genes in a specified pathway. The distance is computed #' for each batch of cells, and classical multidimensional scaling (MDS) is used to #' visualize the pathway expression across cells. #' #' @name ComputeCellData #' @import Seurat +#' @importFrom matrixStats rowMins rowMaxs +#' @importFrom stats dist cmdscale +#' @importFrom dplyr %>% +#' @importFrom purrr map #' @import tidyverse #' @import viridis -#' @import matrixStats -#' @import stats +#' #' @param x A `Seurat` object containing single-cell RNA sequencing data. -#' @param pathway A `character` string specifying the pathway name. -#' @param distance.method A `character` string specifying the distance method. -#' Options include: "manhattan", "euclidean", "canberra", "binary", "minkowski". -#' @return A data frame representing the multidimensional scaling (MDS) results -#' for the cells based on the pathway expression. +#' @param pathway A `character` string specifying the pathway name. This should match a pathway used by `LoadPathway()`. +#' @param distance.method A `character` string specifying the distance metric to use. +#' Options include: `"manhattan"`, `"euclidean"`, `"canberra"`, `"binary"`, `"minkowski"` +#' @param batch.size An `integer` specifying the number of cells to process per batch. Default is 1000. +#' @param scale.data A `logical` indicating whether to use scaled data (`scale.data = TRUE`) or normalized data. Default is `TRUE`. +#' +#' @return A data frame of MDS results with normalized values per cell, suitable for thresholding or visualization. +#' #' @examples -#' data(fake_test_object) # load the fake test data -#' ComputeCellData(fake_test_object, "Wnt", "manhattan") +#' data(fake_test_object) +#' ComputeCellData(fake_test_object, pathway = "Wnt", distance.method = "manhattan", batch.size = 2000) +#' #' @export -ComputeCellData <- function(x, pathway, distance.method){ +ComputeCellData <- function(x, pathway, distance.method, batch.size = batch.size, scale.data = TRUE){ # Get pathway data pathwaydata <- LoadPathway(pathway) names <- c(pathwaydata[[1]]) - # Ensure only valid genes are used + # Use only genes present in Seurat object valid_names <- intersect(names, rownames(x)) if (length(valid_names) == 0) { - stop("No matching genes found in the Seurat object for the given pathway.") + stop("No valid pathway genes found in the Seurat object.") } + x <- ScaleData(x, features = valid_names) + + # Extract expression data from the desired slot + slot_use <- if (scale.data) "scale.data" else "data" + expr_data <- GetAssayData(x, assay = "RNA", slot = slot_use)[valid_names, , drop = FALSE] # Pathway max and min pathway.stat <- PathwayMaxMin(x, pathway) - # Gel all cells - all_cells <- Cells(x) + # Get cell indices + cell_id <- colnames(expr_data) + # Shuffle cell indices + shuffled_cell_id <- sample(cell_id) + + # Split shuffled indices into batches # Define batch size - batch_size <-1000 - # test batch_size = 1 store the output, -> identical or not? + batch_size <- batch.size + batches <- split(shuffled_cell_id, ceiling(seq_along(shuffled_cell_id) / batch.size)) + + # Subset expression data into chunks based on sampled indices + expr_chunks <- lapply(batches, function(cols) expr_data[, cols, drop = FALSE]) - # Determine the number of iterations - num_batches <- ceiling(length(all_cells) / batch_size) + # For each expr_chunks, do distance measuring # Initialize list to store results batch_results <- list() # Loop through batches of 500 cells - for (i in seq_len(num_batches)) { - - # Ensure there are remaining cells to sample - if (length(all_cells) == 0) break - - # Sample cells - sample_cells <- sample(all_cells, min(batch_size, length(all_cells))) - if (length(sample_cells) == 0) next # Avoid errors if no cells left - - # Subset Seurat object - x_batch <- subset(x, cells = sample_cells) - DefaultAssay(x_batch) <- "RNA" # Ensure correct assay - - # Extract expression data - temp.data.batch <- x_batch[valid_names, ] # when n= 1, it is a vecor - # if temp.data.batch > 2 more rows - # if temp.data.batch = 1 row - # if temp.data.batch = 0, stop - # Convert to data frame to avoid vector issues when n = 1 - if (is.vector(temp.data.batch)) { - temp.data.batch <- as.data.frame(t(temp.data.batch)) - } else { - temp.data.batch <- as.data.frame(temp.data.batch@assays[["RNA"]]$data) - } + for (i in seq_len(length(batches))) { - # Check if temp.data.batch is empty - if (nrow(temp.data.batch) == 0) { - warning("Batch", i, "has no valid data. Skipping...") - next - } + message("Processing batch ", i) - # Merge pathway stats with expression data - # Ensure they have the same columes - common_rows <- intersect(rownames(pathway.stat), rownames(temp.data.batch)) - pathway.stat <- pathway.stat[common_rows, , drop = FALSE] - temp.data.batch <- temp.data.batch[common_rows, , drop = FALSE] + # Extract and convert expression chunk + expr_data <- expr_chunks[[i]] + temp.data.batch <- as.data.frame(expr_data) + # Merge along columns pathwaytempdata <- cbind(pathway.stat, temp.data.batch) - # Ensure there are at least two columns for distance computation + # Check for enough cells (columns) if (ncol(pathwaytempdata) < 2) { - warning("Batch", i, "does not have enough features for distance calculation. Skipping...") + warning("Batch ", i, " does not have enough cells for distance calculation. Skipping...") next } - # Compute Manhattan distance - # distance.method <- 'manhattan' + # Distance calculation message("Computing distance...") - d <- dist(t(pathwaytempdata), method = distance.method) # should we use scaled data? + d <- dist(t(pathwaytempdata), method = distance.method) # "manhattan" is sum of absolute differences (city block distance), good for sparse data (gene expression) # "euclidean" is stratight-line distance, is useful for PCA clustering # "canberra" is weighted distance, is also good for sparse data and when values have very different scales @@ -105,41 +92,39 @@ ComputeCellData <- function(x, pathway, distance.method){ # "minkowski" is generalization of euclidean & manhattan, tunable using p parameter # choose "manhattan" as it works well for high-dimensional data and less sensitive to large outliers than euclidean distance - # Perform classical multidimensional scaling (MDS) - message("running mds ...") + # MDS + message("Running MDS ...") fit <- cmdscale(d, eig = TRUE, k = 1) - message("mds finished") + message("MDS finished") - - # Transform to data frame + # Normalize the MDS values temp.data.mds <- as.data.frame(fit$points) colnames(temp.data.mds) <- "V1" - - # Normalize the MDS data safely V1_min <- min(temp.data.mds$V1, na.rm = TRUE) V1_max <- max(temp.data.mds$V1, na.rm = TRUE) if (V1_max == V1_min) { - temp.data.mds$normalized <- 0 # Avoid division by zero + temp.data.mds$normalized <- 0 } else { temp.data.mds$normalized <- (temp.data.mds$V1 - V1_min) / (V1_max - V1_min) } - # Store MDS results for each batch + # Store result batch_results[[i]] <- temp.data.mds - # Print progress - cat("Batch", i, "processed with", length(sample_cells), "cells\n") - - # Remove used cells to avoid duplication in the next iteration - all_cells <- setdiff(all_cells, sample_cells) + # Report + cat("Batch", i, "processed with", ncol(expr_data), "cells\n") } + final_mds <- do.call(rbind, batch_results) # Merge all batch MDS results return(final_mds) } -# we need to re-scale -# help function -> documentation -# clear all R environment -> test_script see if works -# document() +# using sample +# barcode list (randomization) +# list of data chunk +# make these list independent +# short loop +# lappy, sapply (list-wide operation) +# https://www.r-bloggers.com/2022/03/complete-tutorial-on-using-apply-functions-in-r/ diff --git a/R/LoadPathway.R b/R/LoadPathway.R index 1375938..7595976 100644 --- a/R/LoadPathway.R +++ b/R/LoadPathway.R @@ -2,7 +2,7 @@ #' #' This function reads pathway data from the package's built-in Excel file. #' @name LoadPathway -#' @param pathway The name of the pathway interested. +#' @param pathway A `character` string specifying the pathway name. #' @return A data frame with pathway data. #' @examples #' LoadPathway("Wnt") diff --git a/R/PathwayMaxMin.R b/R/PathwayMaxMin.R index 7043cac..80e93dc 100644 --- a/R/PathwayMaxMin.R +++ b/R/PathwayMaxMin.R @@ -1,18 +1,19 @@ -#' A function for scRNA sequencing pathway analysis +#' A function to obtain the hypothetical max and min activation status of selected pathway for a given scRNA seq data set #' @name PathwayMaxMin #' @import Seurat #' @import tidyverse #' @import viridis -#' @import matrixStats +#' @importFrom matrixStats rowMins rowMaxs #' #' @param x A Seurat Object. -#' @param pathway The name of the pathway. -#' @return The value for Pathway on and off (max and min value for features) +#' @param pathway A `character` string specifying the pathway name. +#' @param scale.data A `logical` indicating whether to use scaled data (`scale.data = TRUE`) or normalized data. Default is `TRUE`. +#' @return The hypothetical value for Pathway on and off (max and min value for features) #' @examples #' data(fake_test_object) # load the fake test data #' PathwayMaxMin(fake_test_object, "Wnt") #' @export -PathwayMaxMin <- function(x, pathway){ +PathwayMaxMin <- function(x, pathway, scale.data = TRUE) { # Define pathway parameters using LoadPathway pathwaydata <- LoadPathway(pathway) # load pathway data @@ -21,20 +22,31 @@ PathwayMaxMin <- function(x, pathway){ names(pathway.on) <- names pathway.off <- -pathway.on # define off status - # Extract normalized RNA expression data for the pathway genes - temp.data <- x[names, ] - data.temp <- as.data.frame(temp.data@assays[["RNA"]]$data) # Seurat version - # "sometimes is counts not data + # Use only genes present in Seurat object + valid_names <- intersect(names, rownames(x)) + if (length(valid_names) == 0) { + stop("No valid pathway genes found in the Seurat object.") + } + pathway.on <- pathway.on[valid_names] + pathway.off <- pathway.off[valid_names] + + # Extract expression data from the desired slot + x <- ScaleData(x, features = valid_names) + slot_use <- if (scale.data) "scale.data" else "data" + expr_data <- GetAssayData(x, assay = "RNA", slot = slot_use)[valid_names, , drop = FALSE] + + # Ensure it's a data frame + expr_data <- as.data.frame(expr_data) # Max and min value for genes in the pathway # Compute row-wise min and max values ranges <- cbind( - rowMins(as.matrix(data.temp), na.rm = FALSE), - rowMaxs(as.matrix(data.temp), na.rm = FALSE) + rowMins(as.matrix(expr_data), na.rm = FALSE), + rowMaxs(as.matrix(expr_data), na.rm = FALSE) ) # Scale the ON/OFF states to the extrema of these ranges for each features - for (i in seq_along(pathway.on)) { # safer than 1:length(pathway.on) + for (i in seq_along(pathway.on)) { feature_name <- names(pathway.on[i]) if (!feature_name %in% rownames(ranges)) { diff --git a/R/PlotPathway.R b/R/PlotPathway.R index 2bcc2c1..c2ac45d 100644 --- a/R/PlotPathway.R +++ b/R/PlotPathway.R @@ -1,27 +1,19 @@ #' A function to plot the Pathway activation status -#' @name PlotPathway -#' @import Seurat -#' @import RColorBrewer -#' @import ggplot2 -#' @import cowplot -#' @import tidyverse -#' @import viridis #' -#' @param to.plot A dataframe. -#' @param pathway A name of the pathway. -#' @param group Ident of the plot. -#' @param color Colors for the group. -#' @return A plot. +#' @name PlotPathway +#' @param to.plot A data frame with pathway activation values genereated by PreparePlotData +#' @param pathway A character string indicating the pathway name. +#' @param group Column name to group and color by (e.g., genotype). +#' @param color A character vector of colors to use for fill and outline. +#' @return A ggplot object. #' @examples #' data(fake_to_plot) -#' PlotPathway(fake_to_plot, "Wnt", "genotype", c("#ae282c","#2066a8")) +#' PlotPathway(to.plot = fake_to_plot,"Wnt","genotype",color = c("#ae282c", "#2066a8")) #' @export PlotPathway <- function (to.plot, pathway, group, color){ - # get rid of NA columns (those pathway on and off values) - to.plot_clean <- to.plot[complete.cases(to.plot), ] #color has to be assigned - plot.total <- ggplot(data=to.plot_clean, + plot.total <- ggplot(data=to.plot, aes(x=scale, group = .data[[group]], fill= .data[[group]], @@ -29,7 +21,7 @@ PlotPathway <- function (to.plot, pathway, group, color){ geom_density(alpha = 0.5) + # Example: Density plot labs(title = paste(pathway, "Pathway"), - x = "Transduction State", + x = "Relative Transduction State", y = "Population Density") + scale_fill_manual(values = color) + # Set fixed colors scale_color_manual(values = color) + @@ -40,4 +32,8 @@ PlotPathway <- function (to.plot, pathway, group, color){ return(plot.total) } -# x=scale or normalized can use True or False + + + + + diff --git a/R/PreparePlotData.R b/R/PreparePlotData.R index 2eca276..05e877c 100644 --- a/R/PreparePlotData.R +++ b/R/PreparePlotData.R @@ -19,22 +19,23 @@ #' @export PreparePlotData <- function(x, final_mds, group){ - # make a data frame from final_mds + # Make a data frame from final_mds to.plot <- as.data.frame(final_mds) - # the rownames changed in last step, to make them consistent with meta.data + # Sometimes, the rownames changed in last step, to make them consistent with meta.data rownames(to.plot) <- gsub("\\.", "-", rownames(to.plot)) - # add group into the dataframe and assign group + # Add group into the dataframe and assign group to.plot[[group]] <- NA meta.data <- x@meta.data to.plot[rownames(meta.data),][[group]] <- as.character(meta.data[[group]]) + # Get ride of non-cell rows + to.plot <- to.plot[!is.na(to.plot[[group]]), ] + # Scale to.plot$scale <- scale(to.plot$normalized,center = T)[,1] - # Get ride of non-cell rows - # to.plot <- to.plot[!is.na(to.plot[[group]]), ] return(to.plot) } diff --git a/data/fake_final_mds.rda b/data/fake_final_mds.rda index 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zI@MvnYjAzt`+t-!QpBSI=uX`){X}8hb6k^VVcR3BkGoK9DC!TPvf&_o5{2nnLM#Ir zeD~8_uflf)mdF&3L(0i~ z>Y**iAr)mjduWN%UqDvI7pE{rNi(}QNFm{LQ`4GGHqaApNiSTa*{#edK<#H 0) and OFF (scale < 0) +activation states within each group defined by \code{group_var}. If exactly two groups +are provided, it also computes Cohen's d effect size between their activation values. } \examples{ data(fake_to_plot) diff --git a/man/ComputeCellData.Rd b/man/ComputeCellData.Rd index 11bcb40..2890bc1 100644 --- a/man/ComputeCellData.Rd +++ b/man/ComputeCellData.Rd @@ -2,29 +2,42 @@ % Please edit documentation in R/ComputeCellData.R \name{ComputeCellData} \alias{ComputeCellData} -\title{A function for scRNA sequencing pathway analysis} +\title{A function computes cell status for a given pathway in single-cell RNA-seq data, +based on the distance between genes in a specified pathway. The distance is computed +for each batch of cells, and classical multidimensional scaling (MDS) is used to +visualize the pathway expression across cells.} \usage{ -ComputeCellData(x, pathway, distance.method) +ComputeCellData( + x, + pathway, + distance.method, + batch.size = batch.size, + scale.data = TRUE +) } \arguments{ \item{x}{A \code{Seurat} object containing single-cell RNA sequencing data.} -\item{pathway}{A \code{character} string specifying the pathway name.} +\item{pathway}{A \code{character} string specifying the pathway name. This should match a pathway used by \code{LoadPathway()}.} + +\item{distance.method}{A \code{character} string specifying the distance metric to use. +Options include: \code{"manhattan"}, \code{"euclidean"}, \code{"canberra"}, \code{"binary"}, \code{"minkowski"}} -\item{distance.method}{A \code{character} string specifying the distance method. -Options include: "manhattan", "euclidean", "canberra", "binary", "minkowski".} +\item{batch.size}{An \code{integer} specifying the number of cells to process per batch. Default is 1000.} + +\item{scale.data}{A \code{logical} indicating whether to use scaled data (\code{scale.data = TRUE}) or normalized data. Default is \code{TRUE}.} } \value{ -A data frame representing the multidimensional scaling (MDS) results -for the cells based on the pathway expression. +A data frame of MDS results with normalized values per cell, suitable for thresholding or visualization. } \description{ -This function computes cell status for a given pathway in single-cell RNA-seq data, +A function computes cell status for a given pathway in single-cell RNA-seq data, based on the distance between genes in a specified pathway. The distance is computed for each batch of cells, and classical multidimensional scaling (MDS) is used to visualize the pathway expression across cells. } \examples{ -data(fake_test_object) # load the fake test data -ComputeCellData(fake_test_object, "Wnt", "manhattan") +data(fake_test_object) +ComputeCellData(fake_test_object, pathway = "Wnt", distance.method = "manhattan", batch.size = 2000) + } diff --git a/man/LoadPathway.Rd b/man/LoadPathway.Rd index dcb4e8d..e10575b 100644 --- a/man/LoadPathway.Rd +++ b/man/LoadPathway.Rd @@ -7,7 +7,7 @@ LoadPathway(pathway) } \arguments{ -\item{pathway}{The name of the pathway interested.} +\item{pathway}{A \code{character} string specifying the pathway name.} } \value{ A data frame with pathway data. diff --git a/man/PathwayMaxMin.Rd b/man/PathwayMaxMin.Rd index 6e56736..cee43c3 100644 --- a/man/PathwayMaxMin.Rd +++ b/man/PathwayMaxMin.Rd @@ -2,20 +2,22 @@ % Please edit documentation in R/PathwayMaxMin.R \name{PathwayMaxMin} \alias{PathwayMaxMin} -\title{A function for scRNA sequencing pathway analysis} +\title{A function to obtain the hypothetical max and min activation status of selected pathway for a given scRNA seq data set} \usage{ -PathwayMaxMin(x, pathway) +PathwayMaxMin(x, pathway, scale.data = TRUE) } \arguments{ \item{x}{A Seurat Object.} -\item{pathway}{The name of the pathway.} +\item{pathway}{A \code{character} string specifying the pathway name.} + +\item{scale.data}{A \code{logical} indicating whether to use scaled data (\code{scale.data = TRUE}) or normalized data. Default is \code{TRUE}.} } \value{ -The value for Pathway on and off (max and min value for features) +The hypothetical value for Pathway on and off (max and min value for features) } \description{ -A function for scRNA sequencing pathway analysis +A function to obtain the hypothetical max and min activation status of selected pathway for a given scRNA seq data set } \examples{ data(fake_test_object) # load the fake test data diff --git a/man/PlotPathway.Rd b/man/PlotPathway.Rd index c616bdf..3e18af8 100644 --- a/man/PlotPathway.Rd +++ b/man/PlotPathway.Rd @@ -7,21 +7,21 @@ PlotPathway(to.plot, pathway, group, color) } \arguments{ -\item{to.plot}{A dataframe.} +\item{to.plot}{A data frame with pathway activation values genereated by PreparePlotData} -\item{pathway}{A name of the pathway.} +\item{pathway}{A character string indicating the pathway name.} -\item{group}{Ident of the plot.} +\item{group}{Column name to group and color by (e.g., genotype).} -\item{color}{Colors for the group.} +\item{color}{A character vector of colors to use for fill and outline.} } \value{ -A plot. +A ggplot object. } \description{ A function to plot the Pathway activation status } \examples{ data(fake_to_plot) -PlotPathway(fake_to_plot, "Wnt", "genotype", c("#ae282c","#2066a8")) +PlotPathway(to.plot = fake_to_plot,"Wnt","genotype",color = c("#ae282c", "#2066a8")) }