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Cell state transition analysis identifies interventions that improve control of M. tuberculosis infection by susceptible macrophages.

Shivraj M YabajiOleksii S RukhlenkoSujoy ChatterjeeBidisha BhattacharyaEmily WoodMarina KasaikinaBoris N KholodenkoAlexander A GimelbrantIgor Kramnik
Published in: bioRxiv : the preprint server for biology (2023)
Understanding cell state transitions and purposefully controlling them to improve therapies is a longstanding challenge in biological research and medicine. Here, we identify a transcriptional signature that distinguishes activated macrophages from TB-susceptible and TB-resistant mice. We then apply the cSTAR (cell State Transition Assessment and Regulation) approach to data from screening-by-RNA sequencing to identify chemical perturbations that shift the. transcriptional state of the TB-susceptible macrophages towards that of TB-resistant cells. Finally, we demonstrate that the compounds identified with this approach enhance resistance of the TB-susceptible mouse macrophages to virulent M. tuberculosis .
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