Synopsis

Subject Categories: Metabolic and regulatory networks | Simulation and data analysis

Molecular Systems Biology 4 Article number: 164  doi:10.1038/msb.2008.5
Published online: 12 February 2008
Citation: Molecular Systems Biology 4:164

Isoform switching facilitates period control in the Neurospora crassa circadian clock

There is a Corrigendum associated with this document.

Ozgur E Akman1,2,3, James C W Locke1,4, Sanyi Tang1,2,3, Isabelle Carré5, Andrew J Millar1,6 & David A Rand1,2,3

  1. Interdisciplinary Programme for Cellular Regulation, University of Warwick, Coventry, UK
  2. Systems Biology Centre, University of Warwick, Coventry, UK
  3. Mathematics Institute, University of Warwick, Coventry, UK
  4. Department of Physics, University of Warwick, Coventry, UK
  5. Department of Biological Sciences, University of Warwick, Coventry, UK
  6. School of Biological Sciences, University of Edinburgh, Edinburgh, UK

Correspondence to: David A Rand1,2,3 Systems Biology Centre, University of Warwick, Coventry CV4 7AL, UK. Tel.: +44 2476 523599; Fax: +44 2476 524182; Email: d.a.rand@warwick.ac.uk

Received 13 September 2007; Accepted 21 December 2007; Published online 12 February 2008

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Article highlights

  • The presence of parallel, negative feedback loops with opposite temperature dependency controlling the production of two different FREQUENCY isoforms in the Neurospora crassa circadian clock suggests a relatively simple mechanism (isoform switching) underlying period control in the system, and the consequent buffering of entrainment phase against seasonal fluctuations.
  • By using a new mathematical model of the Neurospora crassa clock incorporating the parallel negative feedback loops and the isoform switching mechanism, the temperature responses of both wild-type Neurospora and a range of mutant strains could be reproduced. This included mutants expressing only one of the FRQ isoforms, as well as mutants associated with changes in FRQ stability.
  • Identification of the key parameters contributing to period control in the network led to experimentally testable predictions regarding the biochemical processes affected in FRQ stability mutants, as well as the biological parameters likely to cause significant period changes when perturbed experimentally.
  • The principal experimental predictions resulting form the work were that the FRQ isoforms are functionally different (e.g. have different efficacies as transcription factors or are differentially phosphorylated), and that changes in the phosphorylation rates of the isoforms will have opposite effects on the period-temperature slope.

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Synopsis

Circadian rhythms are universal, controlling 24-h rhythms of metabolism, physiology and behaviour in organisms ranging from humans to cyanobacteria. The circadian clock controls the expression of many genes, in a proportion between 10% (in the fruit fly, Drosophila melanogaster) and 100% (in cyanobacteria). Circadian rhythms share similar basic properties—they can be entrained by environmental light and temperature signals, for example. Temperature is interesting as an environmental time cue, and the understanding of its effects has been a central theme of circadian clock research since the 1950s. On the one hand, the clock is sensitive to temperature to the extent that it can act as an entraining signal, while on the other it is insensitive in that the rhythmic period is largely invariant over a physiological range of temperatures. This latter phenomenon, known as temperature compensation, is generally considered to be one of the defining properties of the clock. It has been suggested to be a key requirement for stability of the clock's phase relationship to daily environmental cycles under varying temperatures, and recent work has suggested that the small variation observed is a specific, adaptive control of period. Moreover, given that many biological rates roughly double when temperature is raised by 10°C, it is remarkable that such clocks remain rhythmic over a broad temperature range with period Q10 values in the range 0.8–1.2.

The Neurospora crassa circadian network is particularly interesting from the point of view of temperature regulation because of the discovery that temperature alters the balance of translation between short and long isoforms of the protein FREQUENCY (FRQ), yielding a network with two parallel negative feedback loops that have opposite temperature dependency. A number of different mutant strains have been developed where effectively only one of the forms is present and their temperature responses have been quantified. The evolution of a molecular mechanism to provide a relatively complex modulation of the translation rates of two different forms of the same protein is a fascinating example of the extent to which circadian clocks can diverge from the minimal delayed negative feedback loop network sufficient to produce autonomous, entrainable oscillations exemplified by the Goodwin oscillator.

We introduce a new mathematical model for the N. crassa circadian network, which incorporates recent experimental findings, including the temperature-dependent post-transcriptional modification of the FRQ protein (see Figure 1). This model is used to discuss period control and the functional temperature range of the N. crassa clock. The model reproduces all the key experimental data on temperature dependence and rhythmicity, in both wild-type and mutant strains (some simulations are shown in Figure 3). We present a mechanism (referred to as isoform switching) for period control that utilises the presence of the two parallel, temperature-dependent FRQ loops, suggesting a relatively simple means by which period control, and the consequent buffering of entrainment phase against temperature variations, could have evolved. We argue that this regulatory structure and associated tuning may also increase the temperature range where the clock is robustly rhythmic. Our results support theoretical studies proposing that one of the possible benefits of high loop complexity in clock networks is the increased evolutionary flexibility that such architectures confer. Furthermore, although our period control mechanism is presented in the context of the Neurospora system, we believe that the way in which other systems possessing a temperature-dependent switch in one or more key isoforms achieve compensation and phase robustness may be mathematically similar.

Figure 1
Figure 1 :  Unfortunately we are unable to provide accessible alternative text for this. If you require assistance to access this image, or to obtain a text description, please contact npg@nature.com

A schematic representation of the regulatory network underlying the mathematical model of the N. crassa clock. This includes the two genes frq and wc-1 and both the long and short forms of the FRQ protein. WC1* represents light-activated WC-1.

Full figure and legend (82K)Figures & Tables index

Figure 3
Figure 3 :  Unfortunately we are unable to provide accessible alternative text for this. If you require assistance to access this image, or to obtain a text description, please contact npg@nature.com

Dependence of period on temperature for the Neurospora model. Circles denote the WT. Left panel: mutant strains obtained through optimisation or suppression of splicing (Diernfellner et al, 2005, 2007). Inverted triangles: strain A; triangles: strain A with divergent FRQ pathways; diamonds: strain B; squares: strain B with divergent FRQ pathways. For the simulations obtained assuming FRQ pathway asymmetry, strain A has an increasing period–temperature profile, while strain B has a decreasing one with the period of strain A greater than that of strain B, as observed experimentally (Diernfellner et al, 2007). Right panel: mutant strains obtained through modification of the l-FRQ AUG or s-FRQ coding region (Liu et al, 1997). Triangles: strain C; squares: strain D. Strain is compensated at lower temperatures with a period greater than that of the wild-type, becoming arrhythmic at the upper end of the range. Strain D is compensated at higher temperatures with a period smaller than that of the WT, becoming arrhythmic at the lower end of the range. This is in agreement with experimental data (Liu et al, 1997).

Full figure and legend (21K)Figures & Tables index

Finally, by determining the key parameters contributing to period control in the Neurospora clock, we are able to make predictions regarding the biochemical processes affected in compensation mutants associated with changes in FRQ stability, as well as the biological parameters most likely to produce significant changes to the period profile when perturbed experimentally. In particular, our simulations suggest that the FRQ isoforms may have different efficacies as transcription factors, or be differentially phosphorylated, and that changes in the phosphorylation rates of the isoforms will have opposite effects on the period Q10.

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Acknowledgements

We thank Michael Brunner and Jay Dunlap for providing us with new experimental data on frq splicing mutants. We also gratefully acknowledge useful discussions with, Sue Crosthwaite and Christian Heintzen. Funding was provided by the BBSRC, EPSRC and EU (BioSim Network Contract No. 005137). Computer facilities were provided by the Centre for Scientific Computing at the University of Warwick.

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References

  1. Diernfellner A, Colot HV, Dintsis O, Loros JJ, Dunlap JC, Brunner M (2007) Long and short isoforms of Neurospora clock protein FRQ support temperature-compensated circadian rhythms. FEBS Lett 581: 5759–5764 | PubMed | ChemPort |
  2. Diernfellner AC, Schafmeier T, Merrow MW, Brunner M (2005) Molecular mechanism of temperature sensing by the circadian clock of Neurospora crassa. Genes Dev 19: 1968–1973 | Article | PubMed | ISI | ChemPort |
  3. Liu Y, Garceau NY, Loros JJ, Dunlap JC (1997) Thermally regulated translational control of FRQ mediates aspects of temperature responses in the Neurospora circadian clock. Cell 89: 477–486 | Article | PubMed | ISI | ChemPort |

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