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scMultiomics_identifies_shared_and_distinct_pathways_in_Picks_and_Alzheimers_disease

DOI

Introduction

Human PFC snATAC-seq and snRNA-seq data

Disease Group: Alzheimer's disease vs Control; Pick’s disease vs Control

How to cite

Shi, Z., Das, S., Morabito, S., Miyoshi, E., Stocksdale, J., Emerson, N., Srinivasan, S. S., Shahin, A., Rahimzadeh, N., Cao, Z., Silva, J., Castaneda, A. A., Head, E., Thompson, L., & Swarup, V. (2024). Single-nucleus multi-omics identifies shared and distinct pathways in Pick's and Alzheimer's disease. bioRxiv : the preprint server for biology, 2024.09.06.611761. https://doi.org/10.1101/2024.09.06.611761

Data generated in this study

scROAD - Single-cell Regulatory Occupancy Archive in Dementia

Website: http://swaruplab.bio.uci.edu/scROAD

All raw and processed single-nucleus ATAC, single-nucleus RNA and bulk RNA sequencing data have been deposited into the National Center for Biotechnology Information Gene Expression Omnibus (GEO) database and will be made publicly available upon publication. All data in this manuscript have been deposited in the NIH GEO database (GSE259298).

Contributors

Zechuan Shi @rootze from Swarup lab at UCI

Sudeshna Das from Swarup lab at UCI

Samuel Morabito @smorabit from Swarup lab at UCI

Emily Miyoshi from Swarup lab at UCI

Software, Algorithms, and Resources

Zechuan Shi @rootze created analysis documents that combine code

Programming software:

  • R v4.1.1 and above
  • Python v3.6 and above

Tools_Software:

  • Cellranger-atac (v2.0.0)
  • Split-pipe (v1.0.3)
  • ArchR (v1.0.2)
  • Signac (v1.9.0)
  • ArchRtoSignac (v1.0.4)
  • Seurat (v4.3.0)
  • PLINK (v1.9 & v2)
  • TOBIAS (v0.14.0)
  • CellBender (v0.2.1)
  • Scrublet (v0.2.3)

Analysis Code

snATAC-seq analysis

snATAC-seq processing

Cis-regulatory Analysis and TF-regulatory network

snRNA-seq analysis

snRNA-seq processing

GWAS analysis

GWAS summary statistics processing

Getting help

In case of any issues/questions/comments, please check out the Issues. Otherwise, please write an issue for any questions here.