The Hidden Cost of Manual RNA-Seq Analysis at CROs
Delayed deliverables, failed timelines, and the opportunity cost of sequencing data that never gets analysed. We break it down with real numbers.
Read article →📉
The EdGeneAI Blog
Bioinformatics insights for genomics teams.
Practical guides, methodology deep-dives, and honest takes on bioinformatics automation. Written by practitioners, for practitioners.
🔬
DESeq2 vs edgeR in 2026: Which Should Your Lab Use?
Both are gold-standard, but they make different assumptions. Compared on small-n studies, high-dispersion data, and multi-factor designs.
Read article →⚙️
FastQC Isn't Enough: What Automated QC Should Check
FastQC alone misses batch effects and subtle contamination that silently corrupts downstream analysis. Here's what a rigorous pipeline includes.
Read article →🧬
Single-Cell Cell Type Annotation: Manual vs. Automated
Reference-based tools like CellTypist and SingleR are accurate enough for most common cell types — knowing when to trust them requires understanding how they fail.
Read article →🧪
Setting Up a GROMACS Simulation Correctly, the First Time
Solvation, ionization, and force field choice determine whether your MD run means anything. A practical walkthrough of the setup decisions that matter most.
Read article →