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The Ducologix Blog

Deep dives into bioinformatics, genomics, pharma data science, and the tools shaping modern life-science research.

RNA-seqShinyAI Agent

Introducing BulkRNA: An End-to-End Bulk RNA-Seq Analysis App with an Inbuilt AI Agent

BulkRNA is an open-source Shiny application that takes you from raw count matrices to biological interpretation in a single browser window — sample QC, differential expression, gene ontology testing, and an inbuilt AI agent that answers questions about your own results.

25 Jun 20265 min read

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RNA-seqTranscriptomicsBioinformatics

A Practical Introduction to RNA Sequencing: From Library Prep to Differential Expression

RNA sequencing has become the workhorse of transcriptomics. This post walks through the full RNA-seq workflow — from experimental design to statistical interpretation — with practical guidance for researchers new to the technology.

28 Jan 20267 min read

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