Available tabs

Pass any of these tab IDs to enabled_tabs in useShinyCellModular().

RNA

Tab ID (enabled_tabs) Tab title What it shows Extra prep needed Multi-dataset variant (_multi)
cellinfo_cellinfo CellInfo vs CellInfo 2D embedding coloured by metadata n/a n/a
cellinfo_geneexpr CellInfo vs GeneExpr 2D embedding with gene expression overlay n/a cellinfo_geneexpr_multi
cellinfo3D_cellinfo3D CellInfo3D Interactive 3D embedding coloured by metadata do_umap3d = TRUE in prep n/a
cellinfo3D_geneexpr3D CellInfo3D vs GeneExpr Interactive 3D embedding with gene expression overlay do_umap3d = TRUE in prep cellinfo3D_geneexpr3D_multi
genecoex Gene Coexpression Coexpression of selected genes across cells or groups n/a genecoex_multi
violin_boxplot Violin / BoxPlot Violin and boxplots for gene expression or metadata n/a n/a
proportions Cell Proportions Cell composition across groups n/a n/a
bubble_heatmap Bubble Plot / Heatmap Bubble plot and heatmap for gene sets across groups n/a n/a
pseudobulk Pseudobulk DE Pseudobulk aggregation and differential expression do_counts_h5 = TRUE in prep n/a
genexpr_waffle Gene Expression Waffle Plot Waffle plot alternative to bubble plot / heatmap for a small gene list n/a n/a
split_violin Split Violin Plot Two groups compared side by side within one violin shape n/a n/a

QC function

Coming soon.

ATAC

All ATAC tabs require "ATAC" in assays_selected when running prepShinyCellModular(), since that is what creates dir_inputs/ATAC/ (assumed, based on the active_assay == "ATAC" branch in prep).

Tab ID (enabled_tabs) Tab title What it shows Extra prep needed
cellinfo_cellinfo_atac CellInfo vs CellInfo (ATAC) 2D embedding coloured by metadata, ATAC assay version "ATAC" in assays_selected
cellinfo_peakaccess CellInfo vs PeakAccess 2D embedding with peak accessibility overlay "ATAC" in assays_selected
cellinfo3D_cellinfo3D_atac CellInfo3D vs CellInfo3D (ATAC) Interactive 3D embedding coloured by metadata, ATAC assay version "ATAC" in assays_selected, do_umap3d = TRUE in prep
cellinfo3D_peakaccess3D CellInfo3D vs PeakAccess3D Interactive 3D embedding with peak accessibility overlay "ATAC" in assays_selected, do_umap3d = TRUE in prep
peakcoex Peak Coaccessibility Coaccessibility of selected peaks across cells or groups "ATAC" in assays_selected
violin_boxplot_atac Violin / BoxPlot (ATAC) Violin and boxplots for peak accessibility or metadata "ATAC" in assays_selected
proportions_atac Cell Proportions (ATAC) Cell composition across groups, ATAC assay version "ATAC" in assays_selected
bubble_heatmap_atac Bubble Plot / Heatmap (ATAC) Bubble plot and heatmap for peak sets across groups "ATAC" in assays_selected
pseudobulk_atac Pseudobulk DE (ATAC) Pseudobulk aggregation and differential accessibility analysis "ATAC" in assays_selected
track_plot Coverage Plot (ATAC) Genome browser coverage tracks for a single ATAC dataset, with optional peaks, links, and annotation tracks "ATAC" in assays_selected

MULTI

Tabs in this folder are not all _multi dataset-list variants, some are single-dataset ATAC-derived tabs that happen to live here (assumed, since motif_plot and coverage_plot don’t have _multi in their id and aren’t listed as _multi variants above).

Tab ID (enabled_tabs) Tab title What it shows Extra prep needed
motif_plot Motif Plot Transcription factor motif sequence logos, with optional enrichment scores sc1motifs.rds and sc1motifs_meta.parquet in dir_inputs/ATAC/ (written by prep when do_motifs finds a populated @motifs slot)
coverage_plot Coverage Plot Genome browser style coverage tracks from ATAC fragments Fragment files copied to dir_inputs/ATAC/fragments/ (sc1fragmentpaths.rds), supply fragments_paths in prep if auto-detection fails (assumed, based on .extract_atac_static())
cellinfo_geneexpr_multi CellInfo vs GeneExpr Multi Multi-dataset 2D embedding with gene expression overlay n/a
cellinfo3D_geneexpr3D_multi CellInfo3D vs GeneExpr3D Multi Multi-dataset interactive 3D embedding with gene expression overlay do_umap3d = TRUE in prep, per dataset
genecoex_multi Gene Coexpression Multi-dataset coexpression of selected genes across cells or groups n/a

SPATIAL

Coming soon.

CropSeq/ PerturbSeq

Coming soon.