From 39ef29228e401643d00b7a1d75d1134944d1ad04 Mon Sep 17 00:00:00 2001 From: Lukas Heumos Date: Wed, 9 Sep 2026 18:02:35 +0200 Subject: [PATCH 1/2] Add tutorials covering SpatialData, SnapATAC2, pertpy, LIANA+, scirpy BCR and decoupler Three core packages had no presence on /learn at all: SpatialData, SnapATAC2 and pertpy. This adds an entry point for each, plus tutorials that fill gaps inside packages that were already listed. Adds a Cell-cell communication category, which had no coverage, and fills the Multimodal category, which was defined but empty and therefore never rendered. --- tutorial-registry/categories.yml | 4 + tutorial-registry/schema.json | 1 + .../decoupler-single-cell-enrichment/icon.png | Bin 0 -> 58025 bytes .../meta.yaml | 19 +++ .../tutorials/liana-ligand-receptor/icon.png | Bin 0 -> 69399 bytes .../tutorials/liana-ligand-receptor/meta.yaml | 19 +++ .../icon.svg | 4 + .../meta.yaml | 20 +++ .../pertpy-perturbation-distances/icon.svg | 4 + .../pertpy-perturbation-distances/meta.yaml | 21 +++ .../pertpy-perturbation-space/icon.svg | 4 + .../pertpy-perturbation-space/meta.yaml | 20 +++ .../tutorials/scirpy-bcr/icon.svg | 146 ++++++++++++++++++ .../tutorials/scirpy-bcr/meta.yaml | 21 +++ .../tutorials/snapatac2-multiome/icon.svg | 40 +++++ .../tutorials/snapatac2-multiome/meta.yaml | 21 +++ .../tutorials/snapatac2-pbmc/icon.svg | 40 +++++ .../tutorials/snapatac2-pbmc/meta.yaml | 20 +++ .../tutorials/spatialdata-intro/icon.svg | 108 +++++++++++++ .../tutorials/spatialdata-intro/meta.yaml | 18 +++ .../tutorials/spatialdata-xenium/icon.svg | 108 +++++++++++++ .../tutorials/spatialdata-xenium/meta.yaml | 21 +++ 22 files changed, 659 insertions(+) create mode 100644 tutorial-registry/tutorials/decoupler-single-cell-enrichment/icon.png create mode 100644 tutorial-registry/tutorials/decoupler-single-cell-enrichment/meta.yaml create mode 100644 tutorial-registry/tutorials/liana-ligand-receptor/icon.png create mode 100644 tutorial-registry/tutorials/liana-ligand-receptor/meta.yaml create mode 100644 tutorial-registry/tutorials/pertpy-crispr-perturbation-efficacy/icon.svg create mode 100644 tutorial-registry/tutorials/pertpy-crispr-perturbation-efficacy/meta.yaml create mode 100644 tutorial-registry/tutorials/pertpy-perturbation-distances/icon.svg create mode 100644 tutorial-registry/tutorials/pertpy-perturbation-distances/meta.yaml create mode 100644 tutorial-registry/tutorials/pertpy-perturbation-space/icon.svg create mode 100644 tutorial-registry/tutorials/pertpy-perturbation-space/meta.yaml create mode 100644 tutorial-registry/tutorials/scirpy-bcr/icon.svg create mode 100644 tutorial-registry/tutorials/scirpy-bcr/meta.yaml create mode 100644 tutorial-registry/tutorials/snapatac2-multiome/icon.svg create mode 100644 tutorial-registry/tutorials/snapatac2-multiome/meta.yaml create mode 100644 tutorial-registry/tutorials/snapatac2-pbmc/icon.svg create mode 100644 tutorial-registry/tutorials/snapatac2-pbmc/meta.yaml create mode 100644 tutorial-registry/tutorials/spatialdata-intro/icon.svg create mode 100644 tutorial-registry/tutorials/spatialdata-intro/meta.yaml create mode 100644 tutorial-registry/tutorials/spatialdata-xenium/icon.svg create mode 100644 tutorial-registry/tutorials/spatialdata-xenium/meta.yaml diff --git a/tutorial-registry/categories.yml b/tutorial-registry/categories.yml index ffb7b994..e4258b49 100644 --- a/tutorial-registry/categories.yml +++ b/tutorial-registry/categories.yml @@ -16,6 +16,10 @@ description: | Tutorials for analyzing single-cell B-cell and T-cell receptor sequencing data +- Cell-cell communication: + description: | + Infer and analyse interactions between cells + - Surface proteins: description: | CITE-seq analyses diff --git a/tutorial-registry/schema.json b/tutorial-registry/schema.json index 60ae5d1b..5bd9b149 100644 --- a/tutorial-registry/schema.json +++ b/tutorial-registry/schema.json @@ -31,6 +31,7 @@ "scRNA-seq", "Spatial", "Adaptive immune cell receptor", + "Cell-cell communication", "Surface proteins", "ATAC-seq", "Multimodal", diff --git a/tutorial-registry/tutorials/decoupler-single-cell-enrichment/icon.png b/tutorial-registry/tutorials/decoupler-single-cell-enrichment/icon.png new file mode 100644 index 0000000000000000000000000000000000000000..f9032ef7b776c4038c385746402df63ee767cb9a GIT binary patch literal 58025 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b/tutorial-registry/tutorials/pertpy-crispr-perturbation-efficacy/meta.yaml @@ -0,0 +1,20 @@ +name: Perturbation efficacy in pooled CRISPR screens +description: | + Determine which cells in a pooled CRISPR screen were effectively perturbed, + classifying them with Mixscape and scoring perturbation strength with Mixscale. +link: https://pertpy.readthedocs.io/en/latest/tutorials/notebooks/perturbation_efficacy.html +image: icon.svg +primary_category: scRNA-seq +order: 110 +modality: + - RNA +tags: + - perturbation + - quality control + - visualization +packages: + - pertpy + - scanpy + - anndata +authors: + - Zethson diff --git a/tutorial-registry/tutorials/pertpy-perturbation-distances/icon.svg b/tutorial-registry/tutorials/pertpy-perturbation-distances/icon.svg new file mode 100644 index 00000000..0ca3d533 --- /dev/null +++ b/tutorial-registry/tutorials/pertpy-perturbation-distances/icon.svg @@ -0,0 +1,4 @@ + + + + diff --git a/tutorial-registry/tutorials/pertpy-perturbation-distances/meta.yaml b/tutorial-registry/tutorials/pertpy-perturbation-distances/meta.yaml new file mode 100644 index 00000000..1dcf5454 --- /dev/null +++ b/tutorial-registry/tutorials/pertpy-perturbation-distances/meta.yaml @@ -0,0 +1,21 @@ +name: Quantifying perturbation effects with distances +description: | + Measure how strongly a perturbation shifts cells using pertpy's point-cloud + distance metrics, and test the shifts for significance with permutation tests. +link: https://pertpy.readthedocs.io/en/latest/tutorials/notebooks/distances.html +image: icon.svg +primary_category: scRNA-seq +order: 90 +modality: + - RNA +tags: + - perturbation + - visualization +packages: + - pertpy + - scanpy + - anndata +authors: + - stefanpeidli + - Lilly-May + - Zethson diff --git a/tutorial-registry/tutorials/pertpy-perturbation-space/icon.svg b/tutorial-registry/tutorials/pertpy-perturbation-space/icon.svg new file mode 100644 index 00000000..0ca3d533 --- /dev/null +++ b/tutorial-registry/tutorials/pertpy-perturbation-space/icon.svg @@ -0,0 +1,4 @@ + + + + diff --git a/tutorial-registry/tutorials/pertpy-perturbation-space/meta.yaml b/tutorial-registry/tutorials/pertpy-perturbation-space/meta.yaml new file mode 100644 index 00000000..7588cf0d --- /dev/null +++ b/tutorial-registry/tutorials/pertpy-perturbation-space/meta.yaml @@ -0,0 +1,20 @@ +name: Perturbation spaces +description: | + Summarize all cells of a perturbation into a single point to compare and + combine whole perturbations rather than individual cells. +link: https://pertpy.readthedocs.io/en/latest/tutorials/notebooks/perturbation_space.html +image: icon.svg +primary_category: scRNA-seq +order: 100 +modality: + - RNA +tags: + - perturbation + - visualization +packages: + - pertpy + - scanpy + - anndata +authors: + - Lilly-May + - Zethson diff --git a/tutorial-registry/tutorials/scirpy-bcr/icon.svg b/tutorial-registry/tutorials/scirpy-bcr/icon.svg new file mode 100644 index 00000000..12a50852 --- /dev/null +++ b/tutorial-registry/tutorials/scirpy-bcr/icon.svg @@ -0,0 +1,146 @@ + + + + + + + + + + + + image/svg+xml + + + + + + + + + + + + + + + + + + + + + + diff --git a/tutorial-registry/tutorials/scirpy-bcr/meta.yaml b/tutorial-registry/tutorials/scirpy-bcr/meta.yaml new file mode 100644 index 00000000..4be6c2d1 --- /dev/null +++ b/tutorial-registry/tutorials/scirpy-bcr/meta.yaml @@ -0,0 +1,21 @@ +name: B-cell receptor analysis with scirpy +description: | + Analyze 5k B cells with paired BCR sequencing: quality control, clonotype + definition, and inspection of somatic hypermutation and isotype usage. +link: https://scirpy.scverse.org/en/latest/tutorials/tutorial_5k_bcr.html +image: icon.svg +primary_category: Adaptive immune cell receptor +order: 20 +modality: + - AIRR + - RNA +tags: + - quality control + - preprocessing + - visualization +packages: + - scirpy + - mudata + - anndata +authors: + - grst diff --git a/tutorial-registry/tutorials/snapatac2-multiome/icon.svg b/tutorial-registry/tutorials/snapatac2-multiome/icon.svg new file mode 100644 index 00000000..6bd807cc --- /dev/null +++ b/tutorial-registry/tutorials/snapatac2-multiome/icon.svg @@ -0,0 +1,40 @@ + + + + + + + + + + + + + + + ® + diff --git a/tutorial-registry/tutorials/snapatac2-multiome/meta.yaml b/tutorial-registry/tutorials/snapatac2-multiome/meta.yaml new file mode 100644 index 00000000..bfab7608 --- /dev/null +++ b/tutorial-registry/tutorials/snapatac2-multiome/meta.yaml @@ -0,0 +1,21 @@ +name: Single-cell multiome analysis with SnapATAC2 +description: | + Analyze paired ATAC and gene expression from a 10x multiome experiment and + combine both modalities into a joint embedding. +link: https://snapatac2.scverse.org/tutorials/modality.html +image: icon.svg +primary_category: Multimodal +order: 10 +modality: + - ATAC + - RNA +tags: + - multimodal + - data integration + - preprocessing +packages: + - snapatac2 + - scanpy + - anndata +authors: + - kaizhang diff --git a/tutorial-registry/tutorials/snapatac2-pbmc/icon.svg b/tutorial-registry/tutorials/snapatac2-pbmc/icon.svg new file mode 100644 index 00000000..6bd807cc --- /dev/null +++ b/tutorial-registry/tutorials/snapatac2-pbmc/icon.svg @@ -0,0 +1,40 @@ + + + + + + + + + + + + + + + ® + diff --git a/tutorial-registry/tutorials/snapatac2-pbmc/meta.yaml b/tutorial-registry/tutorials/snapatac2-pbmc/meta.yaml new file mode 100644 index 00000000..fc9d9417 --- /dev/null +++ b/tutorial-registry/tutorials/snapatac2-pbmc/meta.yaml @@ -0,0 +1,20 @@ +name: Standard scATAC-seq pipeline with SnapATAC2 +description: | + End-to-end analysis of 5k PBMCs from fragment file to annotated clusters, + covering quality control, dimension reduction, clustering and annotation. +link: https://snapatac2.scverse.org/tutorials/pbmc.html +image: icon.svg +primary_category: ATAC-seq +order: 5 +modality: + - ATAC +tags: + - quality control + - preprocessing + - cell-type annotation + - visualization +packages: + - snapatac2 + - anndata +authors: + - kaizhang diff --git a/tutorial-registry/tutorials/spatialdata-intro/icon.svg b/tutorial-registry/tutorials/spatialdata-intro/icon.svg new file mode 100644 index 00000000..728efc57 --- /dev/null +++ b/tutorial-registry/tutorials/spatialdata-intro/icon.svg @@ -0,0 +1,108 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/tutorial-registry/tutorials/spatialdata-intro/meta.yaml b/tutorial-registry/tutorials/spatialdata-intro/meta.yaml new file mode 100644 index 00000000..d3690b54 --- /dev/null +++ b/tutorial-registry/tutorials/spatialdata-intro/meta.yaml @@ -0,0 +1,18 @@ +name: Introduction to SpatialData +description: | + A tour of the SpatialData object: images, labels, points, shapes and + tables, how they are annotated and how coordinate systems tie them together. +link: https://spatialdata.scverse.org/en/stable/tutorials/notebooks/notebooks/examples/intro.html +image: icon.svg +primary_category: Data structures +order: 60 +modality: + - spatial +tags: + - data structures + - visualization +packages: + - spatialdata + - anndata +authors: + - LucaMarconato diff --git a/tutorial-registry/tutorials/spatialdata-xenium/icon.svg b/tutorial-registry/tutorials/spatialdata-xenium/icon.svg new file mode 100644 index 00000000..728efc57 --- /dev/null +++ b/tutorial-registry/tutorials/spatialdata-xenium/icon.svg @@ -0,0 +1,108 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/tutorial-registry/tutorials/spatialdata-xenium/meta.yaml b/tutorial-registry/tutorials/spatialdata-xenium/meta.yaml new file mode 100644 index 00000000..43362072 --- /dev/null +++ b/tutorial-registry/tutorials/spatialdata-xenium/meta.yaml @@ -0,0 +1,21 @@ +name: Reading Xenium data with SpatialData +description: | + How to read a 10x Genomics Xenium experiment into a SpatialData object and + explore transcripts, cell boundaries and morphology images together. +link: https://spatialdata.scverse.org/en/stable/tutorials/notebooks/notebooks/examples/technology_xenium.html +image: icon.svg +primary_category: Spatial +order: 5 +modality: + - spatial + - RNA +tags: + - data structures + - preprocessing + - visualization +packages: + - spatialdata + - spatialdata-io +authors: + - LucaMarconato + - giovp From 23ef92cb62e74e5653c70b5196b1d770f053af0f Mon Sep 17 00:00:00 2001 From: Lukas Heumos Date: Wed, 9 Sep 2026 18:07:36 +0200 Subject: [PATCH 2/2] Shorten descriptions so they are not clipped on the cards --- .../tutorials/decoupler-single-cell-enrichment/meta.yaml | 3 +-- tutorial-registry/tutorials/liana-ligand-receptor/meta.yaml | 3 +-- .../tutorials/pertpy-crispr-perturbation-efficacy/meta.yaml | 3 +-- .../tutorials/pertpy-perturbation-distances/meta.yaml | 3 +-- .../tutorials/pertpy-perturbation-space/meta.yaml | 3 +-- tutorial-registry/tutorials/scirpy-bcr/meta.yaml | 3 +-- tutorial-registry/tutorials/snapatac2-multiome/meta.yaml | 3 +-- tutorial-registry/tutorials/snapatac2-pbmc/meta.yaml | 3 +-- tutorial-registry/tutorials/spatialdata-intro/meta.yaml | 3 +-- tutorial-registry/tutorials/spatialdata-xenium/meta.yaml | 3 +-- 10 files changed, 10 insertions(+), 20 deletions(-) diff --git a/tutorial-registry/tutorials/decoupler-single-cell-enrichment/meta.yaml b/tutorial-registry/tutorials/decoupler-single-cell-enrichment/meta.yaml index 8ff1f7ee..9c0bf99b 100644 --- a/tutorial-registry/tutorials/decoupler-single-cell-enrichment/meta.yaml +++ b/tutorial-registry/tutorials/decoupler-single-cell-enrichment/meta.yaml @@ -1,7 +1,6 @@ name: Single-cell enrichment analysis description: | - Score transcription factor and pathway activities in individual cells with - decoupler, and compare the resulting activities across cell types. + Score transcription factor and pathway activities per cell, then compare them across cell types. link: https://decoupler.readthedocs.io/en/latest/notebooks/scell/rna_sc.html image: icon.png primary_category: scRNA-seq diff --git a/tutorial-registry/tutorials/liana-ligand-receptor/meta.yaml b/tutorial-registry/tutorials/liana-ligand-receptor/meta.yaml index 223bfdd8..cbd892b6 100644 --- a/tutorial-registry/tutorials/liana-ligand-receptor/meta.yaml +++ b/tutorial-registry/tutorials/liana-ligand-receptor/meta.yaml @@ -1,7 +1,6 @@ name: Cell-cell communication with LIANA+ description: | - Infer ligand-receptor interactions between cell types from single-cell data - using the methods LIANA+ provides, and aggregate them into a consensus ranking. + Infer ligand-receptor interactions between cell types and aggregate the methods into a consensus ranking. link: https://liana-py.readthedocs.io/en/latest/notebooks/basic_usage.html image: icon.png primary_category: Cell-cell communication diff --git a/tutorial-registry/tutorials/pertpy-crispr-perturbation-efficacy/meta.yaml b/tutorial-registry/tutorials/pertpy-crispr-perturbation-efficacy/meta.yaml index bf563b29..18eab131 100644 --- a/tutorial-registry/tutorials/pertpy-crispr-perturbation-efficacy/meta.yaml +++ b/tutorial-registry/tutorials/pertpy-crispr-perturbation-efficacy/meta.yaml @@ -1,7 +1,6 @@ name: Perturbation efficacy in pooled CRISPR screens description: | - Determine which cells in a pooled CRISPR screen were effectively perturbed, - classifying them with Mixscape and scoring perturbation strength with Mixscale. + Find which cells in a pooled CRISPR screen were effectively perturbed, with Mixscape and Mixscale. link: https://pertpy.readthedocs.io/en/latest/tutorials/notebooks/perturbation_efficacy.html image: icon.svg primary_category: scRNA-seq diff --git a/tutorial-registry/tutorials/pertpy-perturbation-distances/meta.yaml b/tutorial-registry/tutorials/pertpy-perturbation-distances/meta.yaml index 1dcf5454..3f3ed393 100644 --- a/tutorial-registry/tutorials/pertpy-perturbation-distances/meta.yaml +++ b/tutorial-registry/tutorials/pertpy-perturbation-distances/meta.yaml @@ -1,7 +1,6 @@ name: Quantifying perturbation effects with distances description: | - Measure how strongly a perturbation shifts cells using pertpy's point-cloud - distance metrics, and test the shifts for significance with permutation tests. + Measure how strongly a perturbation shifts cells with point-cloud distance metrics and permutation tests. link: https://pertpy.readthedocs.io/en/latest/tutorials/notebooks/distances.html image: icon.svg primary_category: scRNA-seq diff --git a/tutorial-registry/tutorials/pertpy-perturbation-space/meta.yaml b/tutorial-registry/tutorials/pertpy-perturbation-space/meta.yaml index 7588cf0d..faeb0a4a 100644 --- a/tutorial-registry/tutorials/pertpy-perturbation-space/meta.yaml +++ b/tutorial-registry/tutorials/pertpy-perturbation-space/meta.yaml @@ -1,7 +1,6 @@ name: Perturbation spaces description: | - Summarize all cells of a perturbation into a single point to compare and - combine whole perturbations rather than individual cells. + Summarize all cells of a perturbation into a single point, to compare whole perturbations rather than cells. link: https://pertpy.readthedocs.io/en/latest/tutorials/notebooks/perturbation_space.html image: icon.svg primary_category: scRNA-seq diff --git a/tutorial-registry/tutorials/scirpy-bcr/meta.yaml b/tutorial-registry/tutorials/scirpy-bcr/meta.yaml index 4be6c2d1..dea2de9d 100644 --- a/tutorial-registry/tutorials/scirpy-bcr/meta.yaml +++ b/tutorial-registry/tutorials/scirpy-bcr/meta.yaml @@ -1,7 +1,6 @@ name: B-cell receptor analysis with scirpy description: | - Analyze 5k B cells with paired BCR sequencing: quality control, clonotype - definition, and inspection of somatic hypermutation and isotype usage. + Quality control, clonotype definition, somatic hypermutation and isotype usage in 5k B cells. link: https://scirpy.scverse.org/en/latest/tutorials/tutorial_5k_bcr.html image: icon.svg primary_category: Adaptive immune cell receptor diff --git a/tutorial-registry/tutorials/snapatac2-multiome/meta.yaml b/tutorial-registry/tutorials/snapatac2-multiome/meta.yaml index bfab7608..113e6c4b 100644 --- a/tutorial-registry/tutorials/snapatac2-multiome/meta.yaml +++ b/tutorial-registry/tutorials/snapatac2-multiome/meta.yaml @@ -1,7 +1,6 @@ name: Single-cell multiome analysis with SnapATAC2 description: | - Analyze paired ATAC and gene expression from a 10x multiome experiment and - combine both modalities into a joint embedding. + Analyze paired ATAC and gene expression from a 10x multiome experiment in a joint embedding. link: https://snapatac2.scverse.org/tutorials/modality.html image: icon.svg primary_category: Multimodal diff --git a/tutorial-registry/tutorials/snapatac2-pbmc/meta.yaml b/tutorial-registry/tutorials/snapatac2-pbmc/meta.yaml index fc9d9417..9d0ef6ec 100644 --- a/tutorial-registry/tutorials/snapatac2-pbmc/meta.yaml +++ b/tutorial-registry/tutorials/snapatac2-pbmc/meta.yaml @@ -1,7 +1,6 @@ name: Standard scATAC-seq pipeline with SnapATAC2 description: | - End-to-end analysis of 5k PBMCs from fragment file to annotated clusters, - covering quality control, dimension reduction, clustering and annotation. + From fragment file to annotated clusters on 5k PBMCs: quality control, dimension reduction, clustering. link: https://snapatac2.scverse.org/tutorials/pbmc.html image: icon.svg primary_category: ATAC-seq diff --git a/tutorial-registry/tutorials/spatialdata-intro/meta.yaml b/tutorial-registry/tutorials/spatialdata-intro/meta.yaml index d3690b54..3cb2f623 100644 --- a/tutorial-registry/tutorials/spatialdata-intro/meta.yaml +++ b/tutorial-registry/tutorials/spatialdata-intro/meta.yaml @@ -1,7 +1,6 @@ name: Introduction to SpatialData description: | - A tour of the SpatialData object: images, labels, points, shapes and - tables, how they are annotated and how coordinate systems tie them together. + A tour of the SpatialData object: images, labels, points, shapes, tables and coordinate systems. link: https://spatialdata.scverse.org/en/stable/tutorials/notebooks/notebooks/examples/intro.html image: icon.svg primary_category: Data structures diff --git a/tutorial-registry/tutorials/spatialdata-xenium/meta.yaml b/tutorial-registry/tutorials/spatialdata-xenium/meta.yaml index 43362072..0ba3e9a7 100644 --- a/tutorial-registry/tutorials/spatialdata-xenium/meta.yaml +++ b/tutorial-registry/tutorials/spatialdata-xenium/meta.yaml @@ -1,7 +1,6 @@ name: Reading Xenium data with SpatialData description: | - How to read a 10x Genomics Xenium experiment into a SpatialData object and - explore transcripts, cell boundaries and morphology images together. + Read a 10x Genomics Xenium experiment and explore transcripts, cell boundaries and morphology images. link: https://spatialdata.scverse.org/en/stable/tutorials/notebooks/notebooks/examples/technology_xenium.html image: icon.svg primary_category: Spatial