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Initial release – consensus clustering pipeline for transcriptomic remodeling in AD models

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@pdesrosiers pdesrosiers released this 04 Aug 01:29

This release corresponds to the first public version of the repository used for consensus clustering and feature selection on transcriptomic data related to hyperactivity in Alzheimer's disease models.

Main components:

  • Jupyter notebook clustering_AD.ipynb
  • Threshold-based and p-value-based gene filtering
  • Clustermaps and consensus matrices
  • Rank estimation outputs in /results/

This analysis was developed for the study:

Chronic optogenetic activation of hippocampal CA1 neurons triggers Alzheimer's disease-like proteomic remodeling Iason Keramidis, Martina Samiotaki, Romain Sansonetti, Johanna Alonso, Patrick Desrosiers, Katerina Papanikolopoulou, Yves De Koninck,
iScience, 2025