Repressilator
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The repressilator is a genetic regulatory network consisting of at least one
feedback loop Feedback occurs when outputs of a system are routed back as inputs as part of a chain of cause-and-effect that forms a circuit or loop. The system can then be said to ''feed back'' into itself. The notion of cause-and-effect has to be handled c ...
with at least three genes, each expressing a protein that represses the next gene in the loop. In biological research, repressilators have been used to build cellular models and understand cell function. There are both artificial and naturally-occurring repressilators. Recently, the naturally-occurring repressilator clock gene circuit in '' Arabidopsis thaliana'' (''A. thaliana'') and mammalian systems have been studied.


Artificial Repressilators

Artificial repressilators were first engineered by
Michael Elowitz Michael B. Elowitz is a biologist and professor of Biology, Bioengineering, and Applied Physics at the California Institute of Technology, and investigator at the Howard Hughes Medical Institute. In 2007 he was the recipient of the Genius gran ...
and Stanislas Leibler in 2000, complementing other research projects studying simple systems of cell components and function. In order to understand and model the design and cellular mechanisms that confers a cell’s function, Elowitz and Leibler created an artificial network consisting of a loop with three transcriptional repressors. This network was designed from scratch to exhibit a stable oscillation that acts like an electrical oscillator system with fixed time periods. The network was implemented in ''
Escherichia coli ''Escherichia coli'' (),Wells, J. C. (2000) Longman Pronunciation Dictionary. Harlow ngland Pearson Education Ltd. also known as ''E. coli'' (), is a Gram-negative, facultative anaerobic, rod-shaped, coliform bacterium of the genus '' Esc ...
'' (''E. coli)'' via recombinant DNA transfer. It was then verified that the engineered colonies did indeed exhibit the desired oscillatory behavior. The repressilator consists of three genes connected in a
feedback loop Feedback occurs when outputs of a system are routed back as inputs as part of a chain of cause-and-effect that forms a circuit or loop. The system can then be said to ''feed back'' into itself. The notion of cause-and-effect has to be handled c ...
, such that each gene represses the next gene in the loop and is repressed by the previous gene. In the synthetic insertion into ''E. Coli'', green fluorescent protein (GFP) was used as a reporter so that the behavior of the network could be observed using
fluorescence microscopy A fluorescence microscope is an optical microscope that uses fluorescence instead of, or in addition to, scattering, reflection, and attenuation or absorption, to study the properties of organic or inorganic substances. "Fluorescence microscop ...
. The design of the repressilator was guided by biological and circuit principles with
discrete Discrete may refer to: *Discrete particle or quantum in physics, for example in quantum theory *Discrete device, an electronic component with just one circuit element, either passive or active, other than an integrated circuit *Discrete group, a g ...
and stochastic models of analysis. Six differential equations were used to model the kinetics of the repressilator system based on protein and
mRNA In molecular biology, messenger ribonucleic acid (mRNA) is a single-stranded molecule of RNA that corresponds to the genetic sequence of a gene, and is read by a ribosome in the process of synthesizing a protein. mRNA is created during the ...
concentrations, as well as appropriate parameter and
Hill coefficient In biochemistry and pharmacology, the Hill equation refers to two closely related equations that reflect the binding of ligands to macromolecules, as a function of the ligand concentration. A ligand is "a substance that forms a complex with a bio ...
values. In the study, Elowitz and Leibler generate
figures
showing oscillations of repressor proteins, using integration and typical parameter values as well as a stochastic version of the repressilator model using similar parameters. These models were analyzed to determine the values of various rates that would yield a sustained oscillation. It was found that these oscillations were favored by promoters coupled to efficient ribosome binding sites, cooperative transcriptional repressors, and comparable protein and mRNA decay rates. This analysis motivated two design features which were engineered into the genes. First, promoter regions were replaced with a more efficient hybrid promoter which combined the ''E. coli'' phage lambda PL (λ PL) promoter with ''
lac repressor The ''lac'' repressor (LacI) is a DNA-binding protein that inhibits the expression of genes coding for proteins involved in the metabolism of lactose in bacteria. These genes are repressed when lactose is not available to the cell, ensuring that ...
'' (''Lacl'') and ''Tet repressor'' (''TetR'') operator sequences. Second, to reduce the disparity between the lifetimes of the repressor proteins and the mRNAs, a carboxy terminal tag based on the ssrA-RNA sequence was added at the 3' end of each repressor gene. This tag is recognized by proteases which target the protein for degradation. The design was implemented using a low-copy plasmid encoding the repressilator and a higher-copy reporter, which were used to transform a culture of ''E. coli''.


Naturally Occurring Repressilators


Plants

Circadian circuits in plants feature a transcriptional regulatory feedback loop called the repressilator. In th
core oscillator loop
(outlined in gray) in ''A. thaliana'', light is first sensed by two
cryptochrome Cryptochromes (from the Greek κρυπτός χρώμα, "hidden colour") are a class of flavoproteins found in plants and animals that are sensitive to blue light. They are involved in the circadian rhythms and the sensing of magnetic fields ...
s and five
phytochrome Phytochromes are a class of photoreceptor in plants, bacteria and fungi used to detect light. They are sensitive to light in the red and far-red region of the visible spectrum and can be classed as either Type I, which are activated by far-re ...
s. Two transcription factors,
Circadian Clock Associated 1 Circadian Clock Associated 1 (CCA1) is a gene that is central to the circadian oscillator of angiosperms. It was first identified in ''Arabidopsis thaliana'' in 1993. CCA1 interacts with LHY and TOC1 to form the core of the oscillator system. C ...
(CCA1) and
Late Elongated Hypocotyl The Late Elongated Hypocotyl gene (LHY), is an oscillating gene found in plants that functions as part of their circadian clock. LHY encodes components of mutually regulatory negative feedback loops with Circadian Clock Associated 1 (CCA1) in whic ...
(LHY), repress genes associated with evening expression like ''Timing of CAB expression 1'' (''TOC1'') and activate genes associated with morning expression by binding to their promoters. ''TOC1'', an evening gene, positively regulates ''CCA1'' and ''LHY'' via an unknown mechanism. Evening-phased transcription factor CCA1 Hiking Expedition (CHE) and histone demethylase jumonji C domain-containing 5 (JMJD5) directly repress ''CCA1''. Other components have been found to be expressed throughout the day and either directly or indirectly inhibit or activate a consequent element in the circadian circuit, thereby creating a complex, robust and flexible network of feedback loops.


Morning-Phase Expression

The morning-phase expression loop refers to the genes and proteins that regulate rhythms during the day in ''A. thaliana''. The two main genes are LHY and CCA1, which encode LHY and CCA1 transcription factors. These proteins for
heterodimers
that enter the nucleus and bind to the ''TOC1'' gene promoter, repressing the production of TOC1 protein. When TOC1 protein is expressed, it serves to regulate ''LHY'' and ''CCA1'' by inhibition of their transcription. This was later supported in 2012 by Dr. Alexandra Pokhilo, who used computational analyses to show that TOC1 served this role as an inhibitor of ''LHY'' and ''CCA1'' expression. The morning loop serves to inhibit
hypocotyl The hypocotyl (short for "hypocotyledonous stem", meaning "below seed leaf") is the stem of a germinating seedling, found below the cotyledons (seed leaves) and above the radicle ( root). Eudicots As the plant embryo grows at germination, it se ...
elongation, in contrast with the evening-phase loop which promotes hypocotyl elongation. The morning phase loop has shown to be incapable of supporting circadian oscillation when evening-phase expression genes have been mutated, suggesting the interdependency of each component in this naturally-occurring repressilator.    


Evening-Phase Expression

''Early Flowering 3'' (''ELF3''), ''Early Flowering 4'' (''ELF4'') and ''Phytoclock1'' (''LUX'') are the key elements in evening-phased clock gene expression in ''A. thaliana.'' They form the evening complex, in which '' LUX'' binds to the promoters of ''Phytochrome Interacting Factor 4'' (''PIF4'') and ''Phytochrome Interacting Factor 5'' (''PIF5'') and inhibits them. As a result, hypocotyl elongation is repressed in the early-evening. When the inhibition is alleviated late at night, the hypocotyl elongates. Photoperiod flowering is controlled by output gene ''Gigantea'' (''GI''). ''GI'' is activated at night and activates the expression of ''Constans'' (''CO''), which activates the expression of ''Flowering Locus T'' (''FT''). ''FT'' then causes flowering in long-days.


Mammals

Mammals evolved an endogenous timing mechanism to coordinate both physiology and behavior to the 24 hour period. In 2016, researchers identified a sequence of three subsequent inhibitions within this mechanism that they identified as a repressilator, which is now believed to serve as a major core element of this circadian network. The necessity of this system was established through a series of gene knockouts amongst ''
cryptochrome Cryptochromes (from the Greek κρυπτός χρώμα, "hidden colour") are a class of flavoproteins found in plants and animals that are sensitive to blue light. They are involved in the circadian rhythms and the sensing of magnetic fields ...
'' (''Cry''), ''period'' (''Per''), and ''Rev-erb'' ''--'' core mammalian clock genes whose knockouts lead to arrhythmicity. The model that these researchers generated includes ''Bmal1'' as a driver of E-box mediated transcription, ''Per2'' and ''Cry1'' as early and late
E-box An E-box (enhancer box) is a DNA response element found in some eukaryotes that acts as a protein-binding site and has been found to regulate gene expression in neurons, muscles, and other tissues. Its specific DNA sequence, CANNTG (where N can b ...
repressors, respectively, as well as the D-box regulator Dbp and the nuclear receptor Rev-erb-α. The sequential inhibitions by ''Rev-erb'', ''Per'' and ''Cry1'' can generate sustained oscillations, and by clamping all other components except for this repressilator oscillations persisted with similar amplitudes and periods. All oscillating networks seem to involve any combination of these three core genes, as demonstrated in various schematics released by researchers.


Recent Work

The repressilator model has been used to model and study other biological pathways and systems. Since, extensive work into the repressilator’s modeling capacities has been performed. In 2003, the repressilator’s representation and validation of biological models, being a model with many variables, was performed using the Simpathica system, which verified that the model does indeed oscillate with all of its complexities. As stated in Elowitz and Leibler’s original work, the ultimate goal for repressilator research is to build an artificial circadian clock that mirrors its natural, endogenous counterpart. This would involve developing an artificial clock with reduced noise and temperature compensation in order to better understand circadian rhythms that can be found in every domain of life.A Synthetic Oscillatory Network of Transcriptional Regulators;
Michael Elowitz Michael B. Elowitz is a biologist and professor of Biology, Bioengineering, and Applied Physics at the California Institute of Technology, and investigator at the Howard Hughes Medical Institute. In 2007 he was the recipient of the Genius gran ...
and Stanislas Leibler; Nature. 2000 Jan 20;403(6767):335-8.
Disruption of circadian rhythms may lead to loss of rhythmicity in metabolic and transcriptional processes, and even quicken the onset of certain neurodegenerative diseases such as Alzheimer's disease. In 2017, oscillators that generated circadian rhythms and were not influenced much by temperature were created in a laboratory. Pathologically, the repressilator model can be used to model cell growth and abnormalities that may arise, such as those present in
cancer Cancer is a group of diseases involving abnormal cell growth with the potential to invade or spread to other parts of the body. These contrast with benign tumors, which do not spread. Possible signs and symptoms include a lump, abnormal b ...
cells. In doing so, new treatments may be developed based on circadian activity of cancerous cells. Additionally, in 2016, a research team improved upon the previous design of the repressilator. Following noise (signal processing) analysis, the authors moved the GFP reporter construct onto the repressilator plasmid and removed the ssrA degradation tags from each repressor protein. This extended the period and improved the regularity of the oscillations of the repressilator. In 2019, a study furthered Elowitz and Leibler's model by improving the repressilator system by achieving a model with a unique
steady state In systems theory, a system or a process is in a steady state if the variables (called state variables) which define the behavior of the system or the process are unchanging in time. In continuous time, this means that for those properties ''p' ...
and new rate function. This experiment expanded the current knowledge of repression and
gene regulation Regulation of gene expression, or gene regulation, includes a wide range of mechanisms that are used by cells to increase or decrease the production of specific gene products (protein or RNA). Sophisticated programs of gene expression are wi ...
.


Significance


Synthetic Biology

Artificial repressilators were discovered by implanting a synthetic inhibition loop into ''E. coli''.  This represented the first implementation of synthetic oscillations into an organism. Further implications of this include the possibility of rescuing mutated components of oscillations synthetically in model organisms. The artificial repressilator is a milestone of synthetic biology which shows that genetic regulatory networks can be designed and implemented to perform novel functions. However, it was found that the cells' oscillations drifted out of phase after a period of time and the artificial repressilator's activity was influenced by cell growth. The initial experiment therefore gave new appreciation to the circadian clock found in many organisms, as endogenous repressilators are significantly more robust than implanted artificial repressilators. New investigations at the
RIKEN Quantitative Biology Center The Quantitative Biology Center (QBiC) is a Strategic Research Center of the Japanese national research and development institute, Riken. In November 2014, they succeeded in making a translucent mouse in order to see its internal organs more clear ...
have found that chemical modifications to a single protein molecule could form a temperature independent, self-sustainable oscillator . Artificial repressilators could potentially aid research and treatments in fields ranging from circadian biology to endocrinology. They are increasingly able to demonstrate the synchronization inherent to natural biological systems and the factors that affect them.


Circadian Biology

A better understanding of the naturally-occurring repressilator in model organisms with endogenous, circadian timings, like ''A. thaliana,'' has applications in agriculture, especially in regards to plant rearing and livestock management.


References

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External links


Direct link to the repressilator model
and
Description
in BioModels Database * A simulation of the repressilator in R: https://gist.github.com/AndreyAkinshin/37f3e68a1576f9ea1e5c01f2fd64fe5e * An online simulation of the repressilator: https://www.yschaerli.com/repressilator.html *
diagram
of the system of feedback loops in ''A. thaliana'' * Direct link t
information about the CCA1 gene
and the role it plays in ''A. thaliana'' Synthetic biology