BMBL Analysis Notebooks
  • Featured workflow
  • Add a Workflow
  1. Home
  • Home
  • Single-cell RNA-seq
    • General workflow
    • 10x Flex preprocessing
    • Trajectory analysis
    • Cell-cell communication
    • HPV branch
    • Seurat to Scanpy
    • Stomach branch
    • ShinyCell portal
    • Large dataset analysis
    • Module enrichment
    • iPSC branch
    • Immune branch
    • inferCNV
    • Label transfer
  • Single-cell ATAC-seq
    • General workflow
    • ArchR branch
    • Cicero branch
    • cisTopic branch
    • ChromVAR motif activity
    • Gene activity score
  • Single-cell Multi-omics
    • AD branch
  • Single-cell TCR-seq
    • TCR-seq analysis
  • Spatial Transcriptomics
    • General workflow
    • BayesSpace branch
    • Giotto branch
    • Spotlight branch
    • Cellular neighborhood
  • Bulk RNA-seq / ATAC-seq / ChIP-seq
    • RNA-seq workflow
    • RNA-seq nf-core workflow
    • ATAC-seq nf-core workflow
    • Bulk ATAC workflow
    • ChIP-seq workflow
    • ChIP-seq workflow v2
    • HOMER motif analysis
  • Bisulfite sequencing
    • Bismark aligner
  • Whole Genome Sequencing
    • Low-pass karyotyping
  • Gene Regulatory Networks
    • CellOracle workflow
  • Enrichment / downstream analysis
    • Pathway enrichment
  • Data utilities
    • GEO download
    • GEO submission
    • H5AD conversion
    • SRA download
  • How to Add a Workflow

BMBL Analysis Notebooks

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Internal protocol atlas

BMBL Analysis Notebooks

This site turns the repository into a browsable static reference for BMBL bioinformatics workflows. It is built for readers who already know the assays and analysis ecosystem and need a quicker way to orient themselves to workflow usage, code patterns, committed figures, and source materials.

The repository is not an introduction to sequencing analysis, so this site focuses on workflow usage, expected inputs and outputs, committed figures, and source links rather than runnable notebooks or beginner lessons.

The workflow catalog below is now internalized into the site: each entry is presented as a Quarto page built from committed repository materials without re-executing the notebooks.

Start here

RNA-seq Workflow

Use the featured RNA-seq workflow page as a clear example of the current in-site workflow format: prerequisites, structured steps, committed images, and links back to the source materials.

Use this site for

  • Browse workflows by assay category using the catalog and left-hand navigation
  • Review workflow pages as Tier B usage-and-rationale references
  • Follow GitHub source links when you need the original workflow folders, notebooks, or companion files
  • Use How to Add a Workflow when extending the site

Workflow catalog

Jump to assay family

  • Single-cell RNA-seq
  • Single-cell ATAC-seq
  • Single-cell Multi-omics
  • Single-cell TCR-seq
  • Spatial Transcriptomics
  • Bulk RNA-seq / ATAC-seq / ChIP-seq
  • Bisulfite sequencing
  • Whole Genome Sequencing
  • Gene Regulatory Networks
  • Enrichment / downstream analysis
  • Data utilities

Browse by assay family. The catalog is intentionally dense and optimized for scanning.

Single-cell RNA-seq

14 workflows

  • General workflow
  • 10x Flex preprocessing
  • Trajectory analysis
  • Cell-cell communication
  • HPV branch
  • Seurat to Scanpy
  • Stomach branch
  • ShinyCell portal
  • Large dataset analysis
  • Module enrichment
  • iPSC branch
  • Immune branch
  • inferCNV
  • Label transfer

Single-cell ATAC-seq

6 workflows

  • General workflow
  • ArchR branch
  • Cicero branch
  • cisTopic branch
  • ChromVAR motif activity
  • Gene activity score

Single-cell Multi-omics

1 workflow

  • AD branch

Single-cell TCR-seq

1 workflow

  • TCR-seq analysis

Spatial Transcriptomics

5 workflows

  • General workflow
  • BayesSpace branch
  • Giotto branch
  • Spotlight branch
  • Cellular neighborhood

Bulk RNA-seq / ATAC-seq / ChIP-seq

7 workflows

  • RNA-seq workflow
  • RNA-seq nf-core workflow
  • ATAC-seq nf-core workflow
  • Bulk ATAC workflow
  • ChIP-seq workflow
  • ChIP-seq workflow v2
  • HOMER motif analysis

Bisulfite sequencing

1 workflow

  • Bismark aligner

Whole Genome Sequencing

1 workflow

  • Low-pass karyotyping

Gene Regulatory Networks

1 workflow

  • CellOracle workflow

Enrichment / downstream analysis

1 workflow

  • Pathway enrichment

Data utilities

4 workflows

  • GEO download
  • GEO submission
  • H5AD conversion
  • SRA download
 

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