TY - JOUR
T1 - Dynamic properties of noise and Her6 levels are optimized by miR-9, allowing the decoding of the Her6 oscillator
AU - Biga, Veronica
AU - Kursawe, Jochen
AU - Lea, Robert
AU - Doostdar, Parnian
AU - Thomas, Riba
A2 - Soto Rodriguez, Ximena
A2 - Papalopulu, Athanasia
N1 - Funding Information:
We are grateful to Prof. Jon Clarke for help establishing transversal imaging in live Zebrafish and Prof Magnus Rattray for his continued support with statistical data analysis. We kindly thank Dr. Guilherme Costa, Dr. Cerys Manning, Dr. Tom Pettini, Dr. Thomas Minchington and Dr. Anzy Miller for advice and discussions and Dr. Kyle Wedgewood for bringing inverse stochastic resonance to our attention. The authors would also like to thank the Biological Services Facility, Bioimaging and Systems Microscopy Facilities of the University of Manchester for technical support. This work was supported by a Wellcome Trust Senior Research Fellowship to NP (106185/Z/14/Z). The funders had no role in study design, data collection and analysis, decision to publish or preparation of the manuscript.
Publisher Copyright:
© 2020 The Authors. Published under the terms of the CC BY 4.0 license
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2020/5/12
Y1 - 2020/5/12
N2 - Noise is prevalent in biology and has been widely quantified using snapshot measurements. This static view obscures our understanding of dynamic noise properties and how these affect gene expression and cell state transitions. Using a CRISPR/Cas9 Zebrafish Her6::Venus reporter combined with mathematical and in vivo experimentation, we explore how noise affects the protein dynamics of Her6, a basic helix-loop-helix transcriptional repressor. During neurogenesis, Her6 expression transitions from fluctuating to oscillatory at single cell level. We identify that absence of miR-9 input generates high frequency noise in Her6 traces, inhibits the transition to oscillatory protein expression and prevents the downregulation of Her6. Together, these impair the upregulation of downstream targets and cells accumulate in a normally transitory state where progenitor and early differentiation markers are co-expressed. Computational modelling and double smFISH of her6 and the early neurogenesis marker, elavl3, suggest that the change in Her6 dynamics precedes the downregulation in Her6 levels. This sheds light onto the order of events at the moment of cell state transition and how this is influenced by the dynamic properties of noise. Our results suggest that Her/Hes oscillations, facilitated by dynamic noise optimization by miR-9, endow progenitor cells with the ability to make a cell state transition.
AB - Noise is prevalent in biology and has been widely quantified using snapshot measurements. This static view obscures our understanding of dynamic noise properties and how these affect gene expression and cell state transitions. Using a CRISPR/Cas9 Zebrafish Her6::Venus reporter combined with mathematical and in vivo experimentation, we explore how noise affects the protein dynamics of Her6, a basic helix-loop-helix transcriptional repressor. During neurogenesis, Her6 expression transitions from fluctuating to oscillatory at single cell level. We identify that absence of miR-9 input generates high frequency noise in Her6 traces, inhibits the transition to oscillatory protein expression and prevents the downregulation of Her6. Together, these impair the upregulation of downstream targets and cells accumulate in a normally transitory state where progenitor and early differentiation markers are co-expressed. Computational modelling and double smFISH of her6 and the early neurogenesis marker, elavl3, suggest that the change in Her6 dynamics precedes the downregulation in Her6 levels. This sheds light onto the order of events at the moment of cell state transition and how this is influenced by the dynamic properties of noise. Our results suggest that Her/Hes oscillations, facilitated by dynamic noise optimization by miR-9, endow progenitor cells with the ability to make a cell state transition.
KW - Her6 oscillations
KW - Zebrafish neurogenesis
KW - cell state transitions
KW - gene expression noise
KW - miR-9
UR - http://www.scopus.com/inward/record.url?scp=85084469902&partnerID=8YFLogxK
U2 - 10.15252/embj.2019103558
DO - 10.15252/embj.2019103558
M3 - Article
C2 - 32395844
SN - 0261-4189
VL - 39
JO - EMBO Journal
JF - EMBO Journal
IS - 12
M1 - e103558
ER -