Tag: differential methylation
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How To Analyze DNA Methylation Data For Absolute Beginners Part 3: From WGBS and RRBS Methylation Calls to Biological Insights
Introduction: From Methylation Calls to Biological Understanding In Part 2 of this series, we successfully preprocessed DNA methylation data from raw FASTQ files through to methylation calls using WGBS and RRBS approaches. Now comes the exciting part: transforming those methylation measurements into meaningful biological insights. This tutorial will guide you through the statistical analysis, visualization,
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How To Analyze DNA Methylation Data For Absolute Beginners Part 1: From Raw EPIC Arrays To Biological Insights
A comprehensive step-by-step tutorial for analyzing DNA methylation data using Illumina Infinium MethylationEPIC BeadChip v2.0 Understanding DNA Methylation and Its Biological Significance DNA methylation represents one of the most important epigenetic modifications in mammalian genomes, acting as a molecular switch that regulates gene expression without altering the underlying DNA sequence. This chemical modification primarily occurs
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Recent Posts
- How to Analyze Single-Cell RNA-seq Data – Complete Beginner’s Guide Part 7-2: Trajectory Analysis Using Slingshot
- How to Analyze Single-Cell RNA-seq Data from Patient-Derived Xenograft (PDX) Models — Complete Beginner’s Guide Part 8: Processing Human-Mouse Mixed Samples
- How to Analyze Single-Cell RNA-seq Data – Complete Beginner’s Guide Part 7: Trajectory and Pseudotime Analysis Using Monocle 3
- How to Convert BAM Files Back to FASTQ Files: A Practical Guide for NGS Analysis
Tags
Alternative Splicing Analysis ATAC-seq BAM cancer genomics 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 somatic mutations Transcript VCF whole genome sequencing