Scientific Tools

1. MSigDF Package

MSigDF: Molecular Signatures Database in Tidy Format
DOI

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A up to date fork of the Molecular Signatures Database (MSigDB) into a tibble format originally created by Stephen Turner, this updated version is up to date with MSigDB 2025.1 .

Applications: Gene set enrichment analysis - Pathway analysis - Functional genomics research - Bioinformatics workflows

Tech Stack: R, tidyverse, bioinformatics, tidy-data, msigdb

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2. PubMatrixR Package

PubMatrixR: Systematic Literature Search

(PubMatrixR) is an R package that performs systematic literature searches on PubMed and PMC databases using pairwise combinations of search terms. It creates co-occurrence matrices showing the number of publications that mention both terms from two different sets, enabling researchers to explore relationships between genes, diseases, pathways.

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Applications: Biomedical Data Exploration

Based on paper : PubMatrix: a tool for multiplex literature mining of Becker KG et al. BMC Bioinformatics. 2003 Dec 10;4:61. doi: 10.1186/1471-2105-4-61

First forked from: https://github.com/tslaird/PubMatrixR

Vignette View on GitHub ShinyApp

3. Blind Rename Files

Blind Rename Files Swift macOS App & Bash Scripts
DOI

Rename files on folder for manual image blind analysis to avoid bias.

A swift OSX app or a bash-script to rename file, thinking in avoiding bias in manual image quantification. From the times I was doing this with ImageJ/Fiji.

Applications: Semi-automatic/manual image quantification.

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