My Attempt To Reproduce Stanford HIVdb Sequence and Mutation Analysis From Scratch

Ever wondered what M184V, K65R actually mean? I learnt it from rebuilding Stanford’s HIV resistance algorithm from scratch to find out. Spoiler: it took tons of code to match their 3-line tool. But the lesson was worth it. We went from agreement of 89% to 99.8% after different methods of alignment

Learning And Exploring The Workflow of RNA-Seq Analysis - A Note To Myself

Learned RNA-seq workflow using C. difficile data from a published study 🧬. Processed raw reads through fastp β†’ kallisto β†’ DESeq2 -> GSEA pipeline. Results matched the original paper’s findings, with clear differential expression between mucus and control conditions πŸ“Š.

Learning About Assemblying DNA, BLAST, and Multiple Loci Sequence Testing (MLST) - A Note To Myself

We learnt how to assemble DNA fragments from a recently published N. meningitidis outbreak study using SKESA 🧬, practiced using BLAST for species identification and MLST for strain typing, and explored how serogroups are determined using specialized Python tools for capsule characterization πŸ”¬ - such a fun and exciting hands-on introduction to genomic analysis!