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Code depository for the single-cell lung paper

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Single-cell lung multiome paper

The manuscript is currently under review by Genome Biology. Please check out the preprint at https://www.medrxiv.org/content/10.64898/2026.02.05.26345013v1.

Analyses pipelines and codes

  • LDSC workflow: used to assess trait heritability partitioned by different functional annotations
  • scE2G workflow: used to identify enhancer-to-gene links from single-cell multiome data
  • Processing scRNA-seq datasets:
    • scRNA_dublets_removal.ipynb
    • scRNA_seq_integration_Seurat.ipynb
    • validate_cell_type_annotations.ipynb
    • cross-tissue_differential_gene_expression.ipynb
  • Processing scATAC-seq datasets:
    • analyze_scATAC_seq_ArchR.ipynb
    • validate_cell_type_annotations_with_ATAC-seq.Rmd
  • Interpreting hertiability enrichment results
    • heritability_enrichment_for_lung_OCRs.Rmd
  • Interpreting scE2G results and link them to asthma genetics
    • link_CREs_to_genes.Rmd
    • summarize_candidate_genes_43CREs.Rmd
    • make_locus_plots.Rmd
  • Interpreting GRN results and link them to asthma genetics
    • GRN_plotting.ipynb
    • TF_GRN_analysis.Rmd

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