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Published October 5, 2021 | Supplemental Material + Submitted
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Ratio-based sensing of two transcription factors regulates the transit to differentiation

Abstract

Cell state transitions are often triggered by large changes in the absolute concentrations of transcription factors and therefore large differences in the stoichiometric ratios between these factors. Whether cells can elicit state transitions using modest changes in the relative ratios of co-expressed factors is unclear. In this study we investigate how cells in the Drosophila eye resolve cell state transitions by quantifying the expression dynamics of the ETS transcription factors Pnt and Yan. We find that eye progenitor cells maintain a relatively constant ratio of Pnt/Yan protein despite expressing both proteins with pulsatile dynamics. A rapid and sustained two-fold increase in the Pnt/Yan ratio accompanies transitions to photoreceptor fates. Genetic perturbations that modestly disrupt the Pnt/Yan ratio produce fate transition defects consistent with the hypothesis that transitions are normally driven by a two-fold shift in the ratio. A biophysical model based on cooperative Yan-DNA binding coupled with non-cooperative Pnt-DNA binding illustrates how two-fold ratio changes could generate ultrasensitive changes in target gene transcription to drive fate transitions. In this way, coupling cell state transitions to the Pnt/Yan stoichiometric ratio sensitizes the system to modest fold-changes, conferring both robustness and ultrasensitivity to the developmental program.

Additional Information

The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC 4.0 International license. This version posted November 21, 2022. We thank members of the Amaral, Carthew and Rebay labs for helpful discussions during the course of this project, and C. LaBonne and M. Glotzer for helpful comments on the manuscript. We thank Kevin White's lab and the MODEncode Consortium for recombineering the Pnt-GFP transgene, the Howard Hughes Medical Institute (HHMI) and the Hanna H Gray Fellowship program (N.P.), the Chicago Biomedical Consortium (N.P), the Robert Lurie Northwestern Cancer Center (N.P.), the NIH (EY025957, I.R. and R.W.C; EY032233, R.W.C.; GM118144, R.W.C.; GM080372, I.R.), the NSF (1764421, L.A.N.A., N.B. and R.W.C), and Simons Foundation (597491 L.A.N.A., N.B. and R.W.C) for funding, the Bloomington Drosophila Stock Center for flies, Laura Nilson for the use of computational resources, the Developmental Studies Hybridoma Bank for antibody reagents, and the Northwestern Biological Imaging Facility (BIF) for technical imaging support. Data and software availability. All segmented and annotated eye discs will be deposited in a data repository upon publication. Data are deposited at https://datadryad.org/stash/share/FrDw4tWe_ddlP7ATp3oYEvLG6FMe_3XAvNkbp9Ma2fk. A series of Jupyter notebooks that use these data to reproduce all analysis, simulations, and figures presented in this manuscript has also been made available (https://github.com/sbernasek/pnt_yan_ratio). The Silhouette app used to segment nuclei in eye discs expressing His-2Av-mRFP and annotate nuclei in all eye discs is freely available via the macOS App Store, while the FlyEye python package used to generate, align, and visualize expression dynamics has been published on GitHub (https://doi.org/10.5281/zenodo.5520468).

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Submitted - 430744v4.full.pdf

Supplemental Material - 29/430744.DC1/430744-1.pdf

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Additional details

Created:
August 19, 2023
Modified:
October 23, 2023