Find My Understudied Genes

Functionality & Mechanism

Find My Understudied Genes (FMUG) is a computational tool designed to facilitate the identification of understudied genes for research prioritization. The system processes user-submitted lists of human genes, typically derived from high-throughput omics experiments. Its interface allows for rational filtering based on numerous tractability metrics, including publication volume, availability of research reagents, homology in model organisms, and the number of articles linking a gene to a specific disease. This process enables researchers to systematically identify promising yet underexplored research targets.

Evidence & Research Context

• The tool's development was informed by meta-research identifying significant bias in gene-centric studies, with a large proportion of disease-associated genes remaining under-investigated.
• The foundational analysis noted that 44% of genes associated with Alzheimer's disease lack mention in the title or abstract of any scientific article.
• The associated research identified 33 distinct reasons why understudied genes are abandoned during the typical research pipeline, from initial discovery to publication.
• Analysis of publication data indicated that reports focusing on understudied genes often garner more scientific attention than studies on well-established genes.

Intended Use & Scope

This tool is intended for biomedical researchers, geneticists, and biologists to support research planning and target prioritization. Its primary utility is to systematically identify understudied yet tractable genes from large datasets. The system does not validate gene function or provide clinical recommendations; it serves as a decision-support instrument for pre-experimental study design.