Tag: TF-IDF normalization scATAC
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How to Analyze Single-Cell ATAC-seq Data — A Complete Beginner’s Guide Part 3: Integration and Clustering
Build a consensus peak set, normalize sparse chromatin with TF-IDF, correct batch effects with Harmony and reciprocal LSI, and find biologically meaningful clusters Prerequisites: This tutorial assumes you have completed Part 1: From FASTQ to Peaks and Part 2: Thorough Quality Control with Signac. You should have the four <sample>_qc.rds objects Part 2 produced, the…
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Recent Posts
- How to Analyze Single-Cell ATAC-seq Data — A Complete Beginner’s Guide Part 3: Integration and Clustering
- How to Analyze Single-Cell ATAC-seq Data — A Complete Beginner’s Guide Part 2: Thorough Quality Control with Signac
- How to Analyze Single-Cell ATAC-seq Data — A Complete Beginner’s Guide Part 1: From FASTQ to Peaks
- How to Choose the Best Genome Aligner for a Specific NGS Dataset — A Beginner’s Guide to Read Mapping Tools
Tags
Alternative Splicing Analysis ATAC-seq BAM ChIP-seq chromatin accessibility CNV DESeq2 Differential Expression edgeR FASTQ GATK Mutect2 gene expression heatmap HOMER HPC Isoform limma MACS2 MAF miRNA miRNA-seq MSigDB Normalization peak calling RNA-seq SLURM somatic mutations Transcript VCF whole genome sequencing