From 0b8182edfc178af06c0c40b89f9977ed8b10d7d0 Mon Sep 17 00:00:00 2001 From: stemangiola Date: Fri, 20 May 2022 22:24:37 +1000 Subject: [PATCH] fixed print --- DESCRIPTION | 3 +- NAMESPACE | 9 +- R/pillar_utilities.R | 26 ++ R/print_method.R | 369 ++++++----------------------- R/utilities.R | 16 ++ README.md | 100 ++------ man/figures/pc_plot-1.png | Bin 95033 -> 17404 bytes man/figures/plot2-1.png | Bin 20163 -> 20357 bytes man/figures/unnamed-chunk-12-1.png | Bin 40253 -> 39948 bytes man/fragments/intro.Rmd | 25 +- man/tbl_format_header-methods.Rd | 19 ++ 11 files changed, 181 insertions(+), 386 deletions(-) create mode 100644 R/pillar_utilities.R create mode 100644 man/tbl_format_header-methods.Rd diff --git a/DESCRIPTION b/DESCRIPTION index b880799..7a1e47a 100755 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: tidyseurat Title: Brings Seurat to the Tidyverse -Version: 0.5.2 +Version: 0.5.3 Authors@R: c(person("Stefano", "Mangiola", email = "mangiolastefano@gmail.com", role = c("aut", "cre")), person("Maria", "Doyle", email = "Maria.Doyle@petermac.org", @@ -29,6 +29,7 @@ Imports: tidyselect, utils, ellipsis, + vctrs, pillar, stringr, cli, diff --git a/NAMESPACE b/NAMESPACE index 6d1f8d9..c566811 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -37,6 +37,7 @@ S3method(select,Seurat) S3method(separate,Seurat) S3method(slice,Seurat) S3method(summarise,Seurat) +S3method(tbl_format_header,tidySeurat) S3method(tidy,Seurat) S3method(unite,Seurat) S3method(unnest,tidyseurat_nested) @@ -74,6 +75,7 @@ export(select) export(separate) export(slice) export(summarise) +export(tbl_format_header) export(tidy) export(unite) export(unnest) @@ -111,9 +113,10 @@ importFrom(magrittr,"%$%") importFrom(magrittr,"%>%") importFrom(methods,.hasSlot) importFrom(methods,getMethod) -importFrom(pillar,extra_cols) -importFrom(pillar,squeeze) +importFrom(pillar,align) +importFrom(pillar,get_extent) importFrom(pillar,style_subtle) +importFrom(pillar,tbl_format_header) importFrom(plotly,plot_ly) importFrom(purrr,imap) importFrom(purrr,map) @@ -140,7 +143,6 @@ importFrom(tibble,as_tibble) importFrom(tibble,column_to_rownames) importFrom(tibble,enframe) importFrom(tibble,glimpse) -importFrom(tibble,trunc_mat) importFrom(tidyr,extract) importFrom(tidyr,nest) importFrom(tidyr,pivot_longer) @@ -151,3 +153,4 @@ importFrom(tidyr,unnest) importFrom(ttservice,join_features) importFrom(utils,packageDescription) importFrom(utils,tail) +importFrom(vctrs,new_data_frame) diff --git a/R/pillar_utilities.R b/R/pillar_utilities.R new file mode 100644 index 0000000..b84d179 --- /dev/null +++ b/R/pillar_utilities.R @@ -0,0 +1,26 @@ +NBSP <- "\U00A0" + +pillar___format_comment = function (x, width) +{ + if (length(x) == 0L) { + return(character()) + } + map_chr(x, pillar___wrap, prefix = "# ", width = min(width, cli::console_width())) +} + +#' @importFrom fansi strwrap_ctl +pillar___strwrap2 = function (x, width, indent) +{ + fansi::strwrap_ctl(x, width = max(width, 0), indent = indent, + exdent = indent + 2) +} + + +pillar___wrap = function (..., indent = 0, prefix = "", width) +{ + x <- paste0(..., collapse = "") + wrapped <- pillar___strwrap2(x, width - get_extent(prefix), indent) + wrapped <- paste0(prefix, wrapped) + wrapped <- gsub(NBSP, " ", wrapped) + paste0(wrapped, collapse = "\n") +} diff --git a/R/print_method.R b/R/print_method.R index acd78ab..e5e8789 100755 --- a/R/print_method.R +++ b/R/print_method.R @@ -1,5 +1,76 @@ # This file is a replacement of the unexported functions in the tibble package, in order to specify "tibble abstraction in the header" +# This file is a replacement of the unexported functions in the tibble package, in order to specify "tibble abstraction in the header" + +#' Format the header of a tibble +#' +#' @description +#' `r lifecycle::badge("experimental")` +#' +#' For easier customization, the formatting of a tibble is split +#' into three components: header, body, and footer. +#' The `tbl_format_header()` method is responsible for formatting the header +#' of a tibble. +#' +#' Override this method if you need to change the appearance +#' of the entire header. +#' If you only need to change or extend the components shown in the header, +#' override or extend [tbl_sum()] for your class which is called by the +#' default method. +#' +#' @importFrom pillar tbl_format_header +#' @inheritParams tbl_format_body +#' @inherit tbl_format_body return +#' +#' @rdname tbl_format_header-methods +#' @name tbl_format_header +#' +#' @export +#' +NULL + +#' @importFrom rlang names2 +#' @importFrom pillar align +#' @importFrom pillar get_extent +#' @importFrom pillar style_subtle +#' @export +#' @inheritParams tbl_format_header +tbl_format_header.tidySeurat <- function(x, setup, ...){ + + number_of_features = x |> attr("number_of_features") + assay_names = x |> attr("assay_names") + active_assay = x |> attr("active_assay") + + named_header <- setup$tbl_sum + + # Change name + names(named_header) = "A Seurat-tibble abstraction" + + if (all(names2(named_header) == "")) { + header <- named_header + } + else { + header <- + paste0( + align(paste0(names2(named_header), ":"), space = NBSP), + " ", + named_header + ) %>% + + # Add further info single-cell + append(sprintf( + "\033[90m Features=%s | Cells=%s | Active assay=%s | Assays=%s\033[39m", + number_of_features, + nrow(x), + active_assay, + assay_names %>% paste(collapse=", ") + ), after = 1) + } + style_subtle(pillar___format_comment(header, width = setup$width)) + +} + + #' Printing tibbles #' #' @description @@ -64,302 +135,20 @@ NULL #' @importFrom cli cat_line #' @importFrom Seurat GetAssayData #' @importFrom Seurat Assays +#' @importFrom vctrs new_data_frame #' #' @export print.Seurat <- function(x, ..., n = NULL, width = NULL, n_extra = NULL) { - x %>% - as_tibble(n_dimensions_to_return = 5) %>% - - # Get formatting - tidyseurat_format_tbl(..., n = n, width = width, n_extra = n_extra) %>% - - # Hijack the tibble header - map_chr(~ .x %>% str_replace("A tibble:", "A Seurat-tibble abstraction:")) %>% - - # Insert more info - append(sprintf( - "\033[90m# Features=%s | Active assay=%s | Assays=%s\033[39m", - GetAssayData(x) %>% nrow, - x@active.assay, - Assays(x) %>% paste(collapse=", ") - ), - after = 1 - ) %>% - - # Output - cat_line() + x |> + as_tibble(n_dimensions_to_return = 5) |> + new_data_frame(class = c("tidySeurat", "tbl")) %>% + add_attr( GetAssayData(x) %>% nrow, "number_of_features") %>% + add_attr( Assays(x) , "assay_names") %>% + add_attr( x@active.assay , "active_assay") %>% + print() invisible(x) -} - -#' @importFrom tibble trunc_mat -tidyseurat_format_tbl <- function(x, ..., n = NULL, width = NULL, n_extra = NULL) { - mat <- trunc_mat(x, n = n, width = width, n_extra = n_extra) - tidyseurat_format_truncated_mat(mat) -} - -tidyseurat_pluralise_n <- function(message, n) { - stopifnot(n >= 0) - - - # Don't strip parens if they have a space in between - # (but not if the space comes before the closing paren) - - if (n == 1) { - # strip [ - message <- gsub("\\[([^\\] ]* *)\\]", "\\1", message, perl = TRUE) - # remove ( and its content - message <- gsub("\\([^\\) ]* *\\)", "", message, perl = TRUE) - } else { - # strip ( - message <- gsub("\\(([^\\) ]* *)\\)", "\\1", message, perl = TRUE) - # remove [ and its content - message <- gsub("\\[[^\\] ]* *\\]", "", message, perl = TRUE) - } - - message -} - -tidyseurat_nchar_width <- function(x) { - nchar(x, type = "width") -} - -#' @importFrom pillar style_subtle -#' @importFrom rlang names2 -#' @importFrom pillar squeeze -tidyseurat_format_truncated_mat <- function(x, width = NULL, ...) { - if (is.null(width)) { - width <- x$width - } - - width <- tidyseurat_tibble_width(width) - - named_header <- tidyseurat_format_header(x) - if (all(names2(named_header) == "")) { - header <- named_header - } else { - header <- paste0( - tidyseurat_justify( - paste0(names2(named_header), ":"), - right = FALSE, space = NBSP - ), - # We add a space after the NBSP inserted by tidyseurat_justify() - # so that wrapping occurs at the right location for very narrow outputs - " ", - named_header - ) - } - - comment <- tidyseurat_format_comment(header, width = width) - squeezed <- squeeze(x$mcf, width = width) - mcf <- tidyseurat_format_body(squeezed) - - # Splitting lines is important, otherwise subtle style may be lost - # if column names contain spaces. - footer <- tidyseurat_pre_dots(tidyseurat_format_footer(x, squeezed)) - footer_comment <- tidyseurat_split_lines(tidyseurat_format_comment(footer, width = width)) - - c(style_subtle(comment), mcf, style_subtle(footer_comment)) -} - -tidyseurat_format_header <- function(x) { - x$summary -} - -tidyseurat_format_body <- function(x) { - format(x) -} - -#' @importFrom pillar extra_cols -tidyseurat_format_footer <- function(x, squeezed_colonnade) { - extra_rows <- tidyseurat_format_footer_rows(x) - extra_cols <- tidyseurat_format_footer_cols(x, extra_cols(squeezed_colonnade, n = x$n_extra)) - - extra <- c(extra_rows, extra_cols) - if (length(extra) >= 1) { - extra[[1]] <- paste0("with ", extra[[1]]) - extra[-1] <- map_chr(extra[-1], function(ex) paste0("and ", ex)) - collapse(extra) - } else { - character() - } -} - -tidyseurat_format_footer_rows <- function(x) { - if (length(x$mcf) != 0) { - if (is.na(x$rows_missing)) { - "more rows" - } else if (x$rows_missing > 0) { - paste0(tidyseurat_big_mark(x$rows_missing), tidyseurat_pluralise_n(" more row(s)", x$rows_missing)) - } - } else if (is.na(x$rows_total) && x$rows_min > 0) { - paste0("at least ", tidyseurat_big_mark(x$rows_min), tidyseurat_pluralise_n(" row(s) total", x$rows_min)) - } -} - -tidyseurat_format_footer_cols <- function(x, extra_cols) { - if (length(extra_cols) == 0) return(NULL) - - vars <- tidyseurat_format_extra_vars(extra_cols) - paste0( - tidyseurat_big_mark(length(extra_cols)), " ", - if (!identical(x$rows_total, 0L) && x$rows_min > 0) "more ", - pluralise("variable(s)", extra_cols), vars - ) -} - -tidyseurat_format_extra_vars <- function(extra_cols) { - # Also covers empty extra_cols vector! - if (is.na(extra_cols[1])) return("") - - if (anyNA(extra_cols)) { - extra_cols <- c(extra_cols[!is.na(extra_cols)], cli::symbol$ellipsis) - } - - paste0(": ", collapse(extra_cols)) -} - -tidyseurat_format_comment <- function(x, width) { - if (length(x) == 0L) return(character()) - map_chr(x, tidyseurat_wrap, prefix = "# ", width = min(width, getOption("width"))) -} - -tidyseurat_pre_dots <- function(x) { - if (length(x) > 0) { - paste0(cli::symbol$ellipsis, " ", x) - } else { - character() - } -} - -tidyseurat_justify <- function(x, right = TRUE, space = " ") { - if (length(x) == 0L) return(character()) - width <- tidyseurat_nchar_width(x) - max_width <- max(width) - spaces_template <- paste(rep(space, max_width), collapse = "") - spaces <- map_chr(max_width - width, substr, x = spaces_template, start = 1L) - if (right) { - paste0(spaces, x) - } else { - paste0(x, spaces) - } -} - -tidyseurat_split_lines <- function(x) { - # Avoid .ptype argument to vec_c() - if (is_empty(x)) return(character()) - - unlist(strsplit(x, "\n", fixed = TRUE)) -} - -tidyseurat_big_mark <- function(x, ...) { - # The thousand separator, - # "," unless it's used for the decimal point, in which case "." - mark <- if (identical(getOption("OutDec"), ",")) "." else "," - ret <- formatC(x, big.mark = mark, format = "d", ...) - ret[is.na(x)] <- "??" - ret -} - -collapse <- function(x) paste(x, collapse = ", ") - -# tidyseurat_wrap -------------------------------------------------------------------- - -NBSP <- "\U00A0" - -tidyseurat_wrap <- function(..., indent = 0, prefix = "", width) { - x <- paste0(..., collapse = "") - wrapped <- tidyseurat_strwrap2(x, width - tidyseurat_nchar_width(prefix), indent) - wrapped <- paste0(prefix, wrapped) - wrapped <- gsub(NBSP, " ", wrapped) - - paste0(wrapped, collapse = "\n") -} -#' @importFrom fansi strwrap_ctl -tidyseurat_strwrap2 <- function(x, width, indent) { - strwrap_ctl(x, width = max(width, 0), indent = indent, exdent = indent + 2) -} - - -op.tibble <- list( - tibble.print_max = 20L, - tibble.print_min = 10L, - tibble.width = NULL, - tibble.max_extra_cols = 100L, - tibble.view_max = 1000L -) - -tidyseurat_tibble_opt <- function(x, dplyr = TRUE) { - x_tibble <- paste0("tibble.", x) - res <- getOption(x_tibble) - if (!is.null(res)) { - return(res) - } - - if (dplyr) { - x_dplyr <- paste0("dplyr.", x) - res <- getOption(x_dplyr) - if (!is.null(res)) { - return(res) - } - } - - op.tibble[[x_tibble]] -} - -tidyseurat_tibble_width <- function(width) { - if (!is.null(width)) { - return(width) - } - - width <- tidyseurat_tibble_opt("width") - if (!is.null(width)) { - return(width) - } - - getOption("width") -} - -tidyseurat_tibble_glimpse_width <- function(width) { - if (!is.null(width)) { - return(width) - } - - width <- tidyseurat_tibble_opt("width") - if (!is.null(width) && is.finite(width)) { - return(width) - } - - getOption("width") -} - -# Pluralise if there are many columns - -pluralise <- function(message, objects) { - pluralise_n(message, length(objects)) -} - -pluralise_n <- function(message, n) { - stopifnot(n >= 0) - - - # Don't strip parens if they have a space in between - # (but not if the space comes before the closing paren) - - if (n == 1) { - # strip [ - message <- gsub("\\[([^\\] ]* *)\\]", "\\1", message, perl = TRUE) - # remove ( and its content - message <- gsub("\\([^\\) ]* *\\)", "", message, perl = TRUE) - } else { - # strip ( - message <- gsub("\\(([^\\) ]* *)\\)", "\\1", message, perl = TRUE) - # remove [ and its content - message <- gsub("\\[[^\\] ]* *\\]", "", message, perl = TRUE) - } - - message } diff --git a/R/utilities.R b/R/utilities.R index bfabf01..50fbedb 100755 --- a/R/utilities.R +++ b/R/utilities.R @@ -378,3 +378,19 @@ c_ = function(x){ if("cell__" %in% names(x@misc)) cell__ = x@misc$cell__ return(cell__) } + +#' Add attribute to abject +#' +#' @keywords internal +#' @noRd +#' +#' +#' @param var A tibble +#' @param attribute An object +#' @param name A character name of the attribute +#' +#' @return A tibble with an additional attribute +add_attr = function(var, attribute, name) { + attr(var, name) <- attribute + var +} \ No newline at end of file diff --git a/README.md b/README.md index fdec9ec..4bb8d9f 100755 --- a/README.md +++ b/README.md @@ -8,17 +8,15 @@ tidyseurat - part of tidytranscriptomics status](https://github.com/stemangiola/tidyseurat/workflows/R-CMD-check/badge.svg)](https://github.com/stemangiola/tidyseurat/actions/) + +Watch the video + + **Brings Seurat to the tidyverse!** website: [stemangiola.github.io/tidyseurat/](https://stemangiola.github.io/tidyseurat/) -Introductory seminar - - - Watch the video - - Please also have a look at - [tidySingleCellExperiment](https://stemangiola.github.io/tidySingleCellExperiment/) @@ -93,7 +91,7 @@ This is a seurat object but it is evaluated as tibble. So it is fully compatible both with Seurat and tidyverse APIs. ``` r -data("pbmc_small") +pbmc_small = SeuratObject::pbmc_small ``` **It looks like a tibble** @@ -102,9 +100,9 @@ data("pbmc_small") pbmc_small ``` - ## # A Seurat-tibble abstraction: 80 x 15 - ## [90m# Features=230 | Active assay=RNA | Assays=RNA[39m - ## cell orig.ident nCount_RNA nFeature_RNA RNA_snn_res.0.8 letter.idents groups + ## # A Seurat-tibble abstraction: 80 × 15 + ## # Features=230 | Cells=80 | Active assay=RNA | Assays=RNA + ## .cell orig.ident nCount_RNA nFeature_RNA RNA_snn_res.0.8 letter.idents groups ## ## 1 ATGC… SeuratPro… 70 47 0 A g2 ## 2 CATG… SeuratPro… 85 52 0 A g1 @@ -213,9 +211,9 @@ pbmc_small_pca <- pbmc_small_pca ``` - ## # A Seurat-tibble abstraction: 80 x 17 - ## [90m# Features=220 | Active assay=SCT | Assays=RNA, SCT[39m - ## cell orig.ident nCount_RNA nFeature_RNA RNA_snn_res.0.8 letter.idents groups + ## # A Seurat-tibble abstraction: 80 × 17 + ## # Features=220 | Cells=80 | Active assay=SCT | Assays=RNA, SCT + ## .cell orig.ident nCount_RNA nFeature_RNA RNA_snn_res.0.8 letter.idents groups ## ## 1 ATGC… SeuratPro… 70 47 0 A g2 ## 2 CATG… SeuratPro… 85 52 0 A g1 @@ -257,9 +255,9 @@ pbmc_small_cluster <- pbmc_small_cluster ``` - ## # A Seurat-tibble abstraction: 80 x 19 - ## [90m# Features=220 | Active assay=SCT | Assays=RNA, SCT[39m - ## cell orig.ident nCount_RNA nFeature_RNA RNA_snn_res.0.8 letter.idents groups + ## # A Seurat-tibble abstraction: 80 × 19 + ## # Features=220 | Cells=80 | Active assay=SCT | Assays=RNA, SCT + ## .cell orig.ident nCount_RNA nFeature_RNA RNA_snn_res.0.8 letter.idents groups ## ## 1 ATGC… SeuratPro… 70 47 0 A g2 ## 2 CATG… SeuratPro… 85 52 0 A g1 @@ -284,17 +282,11 @@ pbmc_small_cluster %>% tidyseurat::count(groups, seurat_clusters) ``` - ## # A tibble: 8 x 3 + ## # A tibble: 2 × 3 ## groups seurat_clusters n ## - ## 1 g1 0 17 - ## 2 g1 1 14 - ## 3 g1 2 9 - ## 4 g1 3 4 - ## 5 g2 0 13 - ## 6 g2 1 12 - ## 7 g2 2 6 - ## 8 g2 3 5 + ## 1 g1 0 44 + ## 2 g2 0 36 We can identify cluster markers using Seurat. @@ -306,7 +298,8 @@ We can identify cluster markers using Seurat. # Identify top 10 markers per cluster markers <- pbmc_small_cluster %>% - FindAllMarkers(only.pos = TRUE, min.pct = 0.25, thresh.use = 0.25) %>% + mutate(orig.ident = seurat_clusters) %>% + FindAllMarkers(only.pos = TRUE) %>% group_by(cluster) %>% top_n(10, avg_logFC) @@ -337,8 +330,6 @@ pbmc_small_cluster %>% ) ``` -![](man/figures/markers_v4-1.png) - # Reduce dimensions We can calculate the first 3 UMAP dimensions using the Seurat framework. @@ -346,7 +337,7 @@ We can calculate the first 3 UMAP dimensions using the Seurat framework. ``` r pbmc_small_UMAP <- pbmc_small_cluster %>% - RunUMAP(reduction = "pca", dims = 1:15, n.components = 3L, ) + RunUMAP(reduction = "pca", dims = 1:15, n.components = 3L) ``` And we can plot them using 3D plot using plotly. @@ -399,26 +390,6 @@ pbmc_small_cell_type %>% tidyseurat::select(cell, first.labels, everything()) ``` - ## # A Seurat-tibble abstraction: 80 x 23 - ## [90m# Features=220 | Active assay=SCT | Assays=RNA, SCT[39m - ## cell first.labels orig.ident nCount_RNA nFeature_RNA RNA_snn_res.0.8 - ## - ## 1 ATGC… CD4+ T-cells SeuratPro… 70 47 0 - ## 2 CATG… CD8+ T-cells SeuratPro… 85 52 0 - ## 3 GAAC… CD8+ T-cells SeuratPro… 87 50 1 - ## 4 TGAC… CD4+ T-cells SeuratPro… 127 56 0 - ## 5 AGTC… CD4+ T-cells SeuratPro… 173 53 0 - ## 6 TCTG… CD4+ T-cells SeuratPro… 70 48 0 - ## 7 TGGT… CD4+ T-cells SeuratPro… 64 36 0 - ## 8 GCAG… CD4+ T-cells SeuratPro… 72 45 0 - ## 9 GATA… CD4+ T-cells SeuratPro… 52 36 0 - ## 10 AATG… CD4+ T-cells SeuratPro… 100 41 0 - ## # … with 70 more rows, and 17 more variables: letter.idents , - ## # groups , RNA_snn_res.1 , nCount_SCT , nFeature_SCT , - ## # SCT_snn_res.0.8 , seurat_clusters , PC_1 , PC_2 , - ## # PC_3 , PC_4 , PC_5 , tSNE_1 , tSNE_2 , - ## # UMAP_1 , UMAP_2 , UMAP_3 - We can easily summarise the results. For example, we can see how cell type classification overlaps with cluster classification. @@ -427,19 +398,6 @@ pbmc_small_cell_type %>% count(seurat_clusters, first.labels) ``` - ## # A tibble: 9 x 3 - ## seurat_clusters first.labels n - ## - ## 1 0 CD4+ T-cells 8 - ## 2 0 CD8+ T-cells 10 - ## 3 0 NK cells 12 - ## 4 1 Macrophages 1 - ## 5 1 Monocytes 25 - ## 6 2 B-cells 10 - ## 7 2 Macrophages 1 - ## 8 2 Monocytes 4 - ## 9 3 Erythrocytes 9 - We can easily reshape the data for building information-rich faceted plots. @@ -459,8 +417,6 @@ pbmc_small_cell_type %>% my_theme ``` -![](man/figures/unnamed-chunk-16-1.png) - We can easily plot gene correlation per cell category, adding multi-layer annotations. @@ -480,8 +436,6 @@ pbmc_small_cell_type %>% my_theme ``` -![](man/figures/unnamed-chunk-17-1.png) - # Nested analyses A powerful tool we can use with tidyseurat is `nest`. We can easily @@ -499,12 +453,6 @@ pbmc_small_nested <- pbmc_small_nested ``` - ## # A tibble: 2 x 2 - ## cell_class data - ## - ## 1 lymphoid - ## 2 myeloid - Now we can independently for the lymphoid and myeloid subsets (i) find variable features, (ii) reduce dimensions, and (iii) cluster using both tidyverse and SingleCellExperiment seamlessly. @@ -524,12 +472,6 @@ pbmc_small_nested_reanalysed <- pbmc_small_nested_reanalysed ``` - ## # A tibble: 2 x 2 - ## cell_class data - ## - ## 1 lymphoid - ## 2 myeloid - Now we can unnest and plot the new classification. ``` r @@ -548,5 +490,3 @@ pbmc_small_nested_reanalysed %>% facet_wrap(~cell_class) + my_theme ``` - -![](man/figures/unnamed-chunk-20-1.png) diff --git a/man/figures/pc_plot-1.png b/man/figures/pc_plot-1.png index a4c2d708b34787d4304f75d23be804473d728c63..f572872e964c5290b473ec1d69616bd5f0abb20e 100644 GIT binary patch literal 17404 zcmdUXcT`i`zV1pw?}~_mfQZtYND&kaASyld4x%8vcQlYKAOa%23j~x7LFv6p2MJwz zuL4qnba)Hh=e%?F-DkgZ-+kkad;egtO4iI=ZO*U#5`a*8NKQgW0ssKH?4$dt002b; z0Az{?25wPQB_%B_egFP_85x-e4<0;x`0&xAN3ycAa&mI=^70A_ z3W|z~N=iz~%E|}?LPbSIRaI3@O-)^0T|+}dQ&Uq*OG{f@TSrGnS65e0PfuT8-@w4Y z(9qDx$msFo$HvCSPo6w^`t+%ZiHWJH>9c3g%*@Qp&CM+=EG#W8t*or9t*vcrY;0|9 z?d8Oj66xjT9?YEaNU;6m?`1<<3diBcR-~aXN*8u?mfq{WRK|yccya^5te*5-qNJvO%XlPhi zSa^7NL_|bnWMouSRCIK7OiWB{Y;0UyTzq_dLPEm3ckdDt6O)pXl9Q9sXmmC>lzf`Y=r!lI(0 z;^N|xl9JNW(z3F$^78VEii*n0%BrfW>gwv6nwr|$+Pb>B`uh5YhKA3dKQ}csH8(f6 zw6wIgwzjpkwYRr-baZrfc6N1jefjdGySp2U#rE{{^!E1l_4W1l_YVvV3=R$s4Gn$$ z`gM4Ccw}T`baZrVY;1gdd}3l^a&mHNYHE6VdS+&3c6N4dZf<^leqmu@adB~JX=!*xlXT+uPgU-#<7w zI6OQ&IyyQ&K0Y})IXyjfZdnE&QGnR~k&Y7pP&A(XL0arGO#t93AbVd@-TmEKVsNs0 zQ{49et5grC!i$-W&AI4rubzvG-?|D76QL1yyg^;C+bn|ViG6gwt>OWUfcClyr0_AT zq!cvp<2SAuuIu+_1K9~+WPRVicQZNVC?#gAA+xh9Eo0Z8KS-KfY;;!C*vU`cPvl$7 zJH*A|v8x9PEuXqU*wybaqchb>Au?&YMC_acQgD^5i_k#1Vk(4swjU~0l?U%al;xj) zq?de2i&Zh+xgHT+l9asD#5cZ|B7hqTsd(&35D&+Ua}>+ViJ}t<-{<4Ti8od~LavCq zH_jKkFO5=$R4&)ocOM@QI=GFWL~Ub^@*Ujp*$pe4suWM-!tX54ei|HMNV|eHKA4@% z_iZjp?rYB4PNIR0KJ&I*Md>OO8tv))h}$+|FdKTGd^p~EY{VX1$TiRv(M*=vg=6v$ zVH6*^^xi5)@Enjx@%>0K?%4AhAA##V$NkID?1c4$I|s8Bge}86acMxBa<#}83~y}WF5eYl!kUH6^8J%)dD^B^=LXp`d=thQyH&+Oi#OQjgKd--}xQ1yt zoJf{<2Iom{xhM4f$YQj`e1s?M3Zg>Ud15ESxTOqgDI&h7e3~J#j$!INz*Q{Vt`x5Q zf%k?15wy(ovU-0l*~{t;#z3_l!mtqHeUL!%e6PN?McNF=>?(3^@k?m29Koo!hA%b` zyEMAk6QD{sXfTJRH!ECasbN^%Nfw;h@=Lbalv{*?79+96f_F5PE5E(p?Pb!sC-w!? 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So it is fully compatible both with Seurat and tidyverse APIs. ```{r} -data("pbmc_small") +pbmc_small = SeuratObject::pbmc_small ``` **It looks like a tibble** @@ -205,7 +205,8 @@ We can identify cluster markers using Seurat. # Identify top 10 markers per cluster markers <- pbmc_small_cluster %>% - FindAllMarkers(only.pos = TRUE, min.pct = 0.25, thresh.use = 0.25) %>% + mutate(orig.ident = seurat_clusters) %>% + FindAllMarkers(only.pos = TRUE) %>% group_by(cluster) %>% top_n(10, avg_logFC) @@ -223,7 +224,7 @@ pbmc_small_cluster %>% `r if (packageVersion("Seurat") < package_version("4.0.0")) {"