coRIC map: a framework for the exploration of multifaceted subcellular RNA-binding proteins
Esteban, M. A.; lv, Y.; Guo, X.; Hu, J.; Kanwal, S.; Yuan, J.; Tariq, M.; Zheng, J.; Sun, M.; Lu, Y.; Wang, J.; Jiang, M.; Wang, A.; Castells-Garcia, A.; Zheng, X.; Peng, B.; Wang, D.; Volpe, G.; Wu, L.; Abdul, M.; Li, W.; Lai, Y.; Aguilo, F.; Zhou, Y.; Cosma, M. P.; Xu, X.; Lundberg, E.; Mulder, J.; Hutchins, A.; Maxwell, P.; Di Croce, L.; Zhang, X.
Show abstract
The ability of RNA-binding proteins (RBPs) to form complexes with other biomolecules underpins a broad range of functions and remarkable structural properties. Understanding the precise spatiotemporal dynamics of RBPs and their interacting partners in the steady state and upon perturbation is key to deciphering these aspects. Here, we present the coRIC (compartmentalized RNA Interactome Capture) map, an experimental resource and analytical pipeline to study the subcellular dynamics of RBPs through multimodal dataset integration and machine learning. Using this approach, we have generated an atlas comprising 1,768 RBPs distributed in a broad panel of subcellular compartments and delineated their intermolecular and intercompartmental relationships. We have also defined the hierarchy of RBP-containing complexes at multiple scales across the cell, uncovering previously unknown functions of multiple RBPs. Furthermore, we have investigated the changes in RBP complex composition and subcellular distribution in response to C9ORF72 amyotrophic lateral sclerosis/frontotemporal dementia dipeptide repeats and DNA damage stress. The coRIC map provides a valuable new approach for defining the roles of RBPs in homeostasis and disease.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.