The ODG query interface should suffice for many operations, and the command-line interface supports only certain analyses. If you have more advanced queries to run, you can interact with ODG’s generated database from nearly any programming language, using a library or package, via the REST API, or through Neo4j’s Web Console. This tutorial will cover accessing it via… Read More »
ODG: Omics Database Generator has been published in BMC Bioinformatics and is available online now. ODG is a tool that allows users to supply -omics data and ODG will integrate the data into a coherent database and generate a web-based user-interface. Advanced users can query the database directly, through a programming language or by using the CYPHER query language. ODG uses Neo4j’s… Read More »
Biotools is my basic bioinformatics file parsing library. You can find it at GitHub. It can parse BLAST+ Tab output (-outfmt “6 std qlen slen”), ExPASY ENZYME.dat, FASTA, GFF3, FPKM Tracking files from Cufflinks, Interproscan tab delimited output, Gene Ontology/Plant Ontology OBO format (any Ontology in OBO format), PMN Pathways format, and a PSI-MITAB 2.5 format. These are all… Read More »
I needed to analyze a large batch of samples (~300) of genes.fpkm_tracking files in Clojure and Incanter. This guide will show you how I read the files in, only looked at the FPKMs, and converted it into a single dataset. You need a project.clj file somewhere with the dependencies below (incanter, me.raynes.fs).
I’ve now started using Pulsar instead of trying out core.async as I needed a lightweight barrier to entry. The problem: My database of choice (Neo4j) takes batch insertions in a single thread only, but clojure is by its very nature multi-threaded/concurrent/parallel (the exact wording of which I am no longer certain!). I process many files when building the… Read More »
The Gene Ontology project is a useful tool for anyone doing genomics. It’s a highly relational and controlled vocabulary, making it ideal for use in a graph database. In this example I will show you what a graph database is, and throughout this series we will create a graph database of GO terms, properly linked, inside the Neo4j… Read More »