IGFBPL1 is a Master Driver of Microglia Homeostasis and Resolution of Inflammation that Limits Glaucomatous Neurodegeneration
This repository has the information on the single-cell RNA-seq analysis described in the paper for IGFBPL1 WT/KO and glaucoma PBS/IGFBPL1 mouse microglia datasets.
The analysis is separated into the following parts:
- Igfbpl1 WT/KO - glaucoma PBS/Igfbpl1 Seurat R processing - basic Seurat pipeline, availabe upon request (gahu@mit.edu)
- ForceAtlas2 + scanpy processing (Jupyter Notebook)
- RNA Velocity - bash preprocessing to .loom - file: fastq_to_loom_processing.sh
- scvelo utilization (Jupyter Notebook) Files: Glaucoma datasets analysis, IGFPL1 WT/KO datasets analysis - Python to R data transformation Files: Saving the object in Python, Building the Seurat object in R
The datasets are uploaded on GEO:
WT/IGFBPL1
The processed datasets are available upon request.
If you have any questions regarding the data, analysis or further improvements, here are the contacts:
dongfeng_chen@meei.harvard.edu - PI
gahu@mit.edu - Bioinformatics, part 1 + data availability
ekriukov@meei.harvard.edu - Bioinformatics, part 2-4 + data availability
