Data analysis workflow
GWAS-eQTL colocalization analysis workflow by Fang Li
RNA-seq data analysis workflow using salmon by Hanrui
RNA-seq analysis in Galaxy and visualization using UCSC genome browser and IGV by Hanrui
Pathway and network analysis workflow by Hanrui
Functional genomic tools and fundamentals (HTML) by Jianting
Single cell RNA-seq analysis using Seurat 2.3.4 (Rmd)/(HTML), Seurat 3.0 (Rmd), and Seurat 3.1 (Rmd)/(HTML) by Sophie and Hanrui
HPC Instructions by Hanrui
Analysis of Label-free Proteomics Data by Perseus by Hanrui
Protocols
Human induced pluripotent stem cell to macrophage differentiation
We published the protocol to differentiate human induced pluripotent stem cell (iPSC) to macrophages. iPSC-derived macrophages (IPSDM) obtained using this protocol have demonstrated excellent functional and transcriptomic fidelity relative to human monocyte-derived macrophages (HMDM), with advantages and successful applications in disease modeling using patients-derived and CRISPR-edited iPSC lines (ATVB 2017). Through deep RNA-sequencing, the coding transcriptome (Circ Res 2015), alternative splicing events (ATVB 2016) and long non-coding RNA profiles (JAHA 2017) between isogenic IPSDM and HMDM at baseline and during activation are characterized, providing a comprehensive resource for planning IPSDM studies to model such events. This protocol and the associated resources provide a unique platform to understand human macrophage-specific functional, transcriptomic and genomic features in physiology and a broad spectrum of macrophage-relevant diseases.
The RNA-seq data of isogenic IPSDM and HMDM can be visualized in the UCSC genome browser by adding track hub using URL https://de.cyverse.org/anon-files/iplant/home/chenyix/trackhub/GENEiPS_scaled/hub.txt or through the following link. The original RNA-seq data are available from the NCBI Gene Expression Omnibus (GEO) under the accession number GSE55536.
Notes: Some users may find access to the above URL site is intermittent. Please try at a different time or contact hz2418@cumc.columbia.edu if you continue to have problem.