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Module Gene Overlap Analysis

A web application for testing gene overlap between user-defined modules and reference modules across datasets. It helps researchers identify statistically significant overlaps and explore shared genes.

Live app: https://overlapmodule.onrender.com

App screenshot

About

This tool was developed as part of:

Li H, Xie Z, Tian Y, et al.
Genome-wide consensus transcriptional signatures identify synaptic pruning linking Alzheimer’s disease and epilepsy.
Molecular Psychiatry (2026) 31:1774–1784
DOI: 10.1038/s41380-025-03318-0

It enables researchers to validate and compare gene modules against the consensus modules described in the study.

Features

  • Upload gene-module data (CSV or Excel)
  • Compare with built-in or custom reference datasets
  • Statistical testing:
    • Fisher’s Exact Test
    • Hypergeometric Test
  • Multiple testing correction (Benjamini–Hochberg)
  • Interactive heatmap visualization
  • Adjustable thresholds and filters
  • Download overlapping gene lists

About

A web application for analyzing gene overlaps between different modules across datasets. This tool enables researchers to identify statistically significant overlaps between gene modules from their own data and reference datasets.

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