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Automated FLIM-FRET Segmentation Within RNP Condensates
Noah D Powell1, Joshua M Marcus1, Leyla E Fahim1
1Department of Molecular and Cellular Biology, Baylor College of Medicine; Houston, TX, USA.
Bio-Protocol
|August 11, 2026
Summary
This study introduces a new high-throughput method using fluorescence lifetime imaging (FLIM) to analyze protein interactions within ribonucleoprotein (RNP) condensates in live cells, revealing insights into cellular organization.
Area of Science:
- Cell Biology
- Molecular Biology
- Biophysics
Background:
- Ribonucleoprotein (RNP) condensates are essential membraneless organelles involved in RNA processing.
- Understanding the dynamic protein interactions within these complex structures is crucial but challenging.
- Current methods lack the throughput and scalability to analyze RNP condensate dynamics in live cells.
Purpose of the Study:
- To develop a scalable, high-throughput fluorescence microscopy approach for analyzing protein-protein interaction networks within RNP condensates.
- To rigorously assess dynamic, process-critical interactions within RNP condensates in live cells.
- To infer the functional consequences of RNP granule partitioning.
Main Methods:
- Utilized fluorescence lifetime imaging (FLIM) and phasor plot analysis for automated segmentation of condensate signals.
- Employed FLIM-Förster resonant energy transfer (FLIM-FRET) with fluorescent protein pairs to monitor protein-protein interactions.
- Applied the method to analyze protein interactions in live cells under various conditions and stimuli.
Main Results:
- Developed a method for automated segmentation of condensate-localized fluorescent signals, independent of thresholding.
- Successfully monitored protein-protein interactions within RNP condensates using FLIM-FRET in live cells.
- Generated insights into the organization and assembly of factors critical for condensate-associated processes.
Conclusions:
- The developed FLIM-based approach offers a powerful tool for studying dynamic protein interactions within RNP condensates.
- This method provides valuable insights into the functional consequences of RNP granule organization.
- The framework is adaptable for investigating protein interactions in diverse biological compartments and systems.
Keywords:
CondensatesFluorescence lifetime imaging microscopyFörster resonance energy transferPhasor analysisSegmentation
