Curated Optogenetic Publication Database

Search precisely and efficiently by using the advantage of the hand-assigned publication tags that allow you to search for papers involving a specific trait, e.g. a particular optogenetic switch or a host organism.

Showing 376 - 400 of 494 results
376.

Automated optogenetic feedback control for precise and robust regulation of gene expression and cell growth.

green CcaS/CcaR E. coli
Nat Commun, 26 Aug 2016 DOI: 10.1038/ncomms12546 Link to full text
Abstract: Dynamic control of gene expression can have far-reaching implications for biotechnological applications and biological discovery. Thanks to the advantages of light, optogenetics has emerged as an ideal technology for this task. Current state-of-the-art methods for optical expression control fail to combine precision with repeatability and cannot withstand changing operating culture conditions. Here, we present a novel fully automatic experimental platform for the robust and precise long-term optogenetic regulation of protein production in liquid Escherichia coli cultures. Using a computer-controlled light-responsive two-component system, we accurately track prescribed dynamic green fluorescent protein expression profiles through the application of feedback control, and show that the system adapts to global perturbations such as nutrient and temperature changes. We demonstrate the efficacy and potential utility of our approach by placing a key metabolic enzyme under optogenetic control, thus enabling dynamic regulation of the culture growth rate with potential applications in bacterial physiology studies and biotechnology.
377.

Following Optogenetic Dimerizers and Quantitative Prospects.

blue cyan red Cryptochromes Fluorescent proteins LOV domains Phytochromes Review
Biophys J, 17 Aug 2016 DOI: 10.1016/j.bpj.2016.07.040 Link to full text
Abstract: Optogenetics describes the use of genetically encoded photosensitive proteins to direct intended biological processes with light in recombinant and native systems. While most of these light-responsive proteins were originally discovered in photosynthetic organisms, the past few decades have been punctuated by experiments that not only commandeer but also engineer and enhance these natural tools to explore a wide variety of physiological questions. In addition, the ability to tune dynamic range and kinetic rates of optogenetic actuators is a challenging question that is heavily explored with computational methods devised to facilitate optimization of these systems. Here, we explain the basic mechanisms of a few popular photodimerizing optogenetic systems, discuss applications, compare optogenetic tools against more traditional chemical methods, and propose a simple quantitative understanding of how actuators exert their influence on targeted processes.
378.

Modular engineering of cellular signaling proteins and networks.

blue cyan red UV Cryptochromes Fluorescent proteins LOV domains Phytochromes UV receptors Review
Curr Opin Struct Biol, 15 Jul 2016 DOI: 10.1016/j.sbi.2016.06.012 Link to full text
Abstract: Living cells respond to their environment using networks of signaling molecules that act as sensors, information processors, and actuators. These signaling systems are highly modular at both the molecular and network scales, and much evidence suggests that evolution has harnessed this modularity to rewire and generate new physiological behaviors. Conversely, we are now finding that, following nature's example, signaling modules can be recombined to form synthetic tools for monitoring, interrogating, and controlling the behavior of cells. Here we highlight recent progress in the modular design of synthetic receptors, optogenetic switches, and phospho-regulated proteins and circuits, and discuss the expanding role of combinatorial design in the engineering of cellular signaling proteins and networks.
379.

Synthetic strategies for plant signalling studies: molecular toolbox and orthogonal platforms.

blue red Cryptochromes Phytochromes Review
Plant J, Jul 2016 DOI: 10.1111/tpj.13218 Link to full text
Abstract: Plants deploy a wide array of signalling networks integrating environmental cues with growth, defence and developmental responses. The high level of complexity, redundancy and connection between several pathways hampers a comprehensive understanding of involved functional and regulatory mechanisms. The implementation of synthetic biology approaches is revolutionizing experimental biology in prokaryotes, yeasts and animal systems and can likewise contribute to a new era in plant biology. This review gives an overview on synthetic biology approaches for the development and implementation of synthetic molecular tools and techniques to interrogate, understand and control signalling events in plants, ranging from strategies for the targeted manipulation of plant genomes up to the spatiotemporally resolved control of gene expression using optogenetic approaches. We also describe strategies based on the partial reconstruction of signalling pathways in orthogonal platforms, like yeast, animal and in vitro systems. This allows a targeted analysis of individual signalling hubs devoid of interconnectivity with endogenous interacting components. Implementation of the interdisciplinary synthetic biology tools and strategies is not exempt of challenges and hardships but simultaneously most rewarding in terms of the advances in basic and applied research. As witnessed in other areas, these original theoretical-experimental avenues will lead to a breakthrough in the ability to study and comprehend plant signalling networks.
380.

Go in! Go out! Inducible control of nuclear localization.

blue red UV LOV domains Phytochromes UV receptors Review
Curr Opin Chem Biol, 30 Jun 2016 DOI: 10.1016/j.cbpa.2016.06.009 Link to full text
Abstract: Cells have evolved a variety of mechanisms to regulate the enormous complexity of processes taking place inside them. One mechanism consists in tightly controlling the localization of macromolecules, keeping them away from their place of action until needed. Since a large fraction of the cellular response to external stimuli is mediated by gene expression, it is not surprising that transcriptional regulators are often subject to stimulus-induced nuclear import or export. Here we review recent methods in chemical biology and optogenetics for controlling the nuclear localization of proteins of interest inside living cells. These methods allow researchers to regulate protein activity with exquisite spatiotemporal control, and open up new possibilities for studying the roles of proteins in a broad array of cellular processes and biological functions.
381.

Repurposing Synechocystis PCC6803 UirS-UirR as a UV-Violet/Green Photoreversible Transcriptional Regulatory Tool in E. coli.

violet UirS/UirR E. coli
ACS Synth Biol, 11 May 2016 DOI: 10.1021/acssynbio.6b00068 Link to full text
Abstract: We have previously engineered green/red and red/far red photoreversible E. coli phytochrome and cyanobacteriochrome (CBCR) two-component systems (TCSs) and utilized them to program tailor-made gene expression signals for gene circuit characterization. Here, we transport the UV-violet/green photoreversible CBCR TCS UirS-UirR from Synechocystis PCC6803 to E. coli. We demonstrate that the promoter of the small RNA csiR1, previously shown to be activated by inorganic carbon stress, is a UirS-UirR output. Additionally, in contrast to a recently proposed sequestration model, we show that the sensor histidine kinase UirS phosphorylates the response regulator UirR to activate PcsiR1 transcription in response to UV-violet light. Finally, we measure changes in UirS-UirR output minutes after a change in light input and exploit these rapid dynamics to program a challenging gene expression signal with high predictability. UirS-UirR is the first engineered transcriptional regulatory tool activated exclusively by UV-violet light, and the most blue shifted photoreversible transcriptional regulatory tool.
382.

A bacterial phytochrome-based optogenetic system controllable with near-infrared light.

blue near-infrared red BphP1/PpsR2 PhyB/PIF6 VVD HeLa in vitro mouse in vivo Control of cytoskeleton / cell motility / cell shape
Nat Methods, 9 May 2016 DOI: 10.1038/nmeth.3864 Link to full text
Abstract: Light-mediated control of protein-protein interactions to regulate cellular pathways is an important application of optogenetics. Here, we report an optogenetic system based on the reversible light-induced binding between the bacterial phytochrome BphP1 and its natural partner PpsR2 from Rhodopseudomonas palustris bacteria. We extensively characterized the BphP1-PpsR2 interaction both in vitro and in mammalian cells and then used this interaction to translocate target proteins to specific cellular compartments, such as the plasma membrane and the nucleus. We showed light-inducible control of cell morphology that resulted in a substantial increase of the cell area. We demonstrated light-dependent gene expression with 40-fold contrast in cultured cells, 32-fold in subcutaneous mouse tissue, and 5.7-fold in deep tissues in mice. Characteristics of the BphP1-PpsR2 optogenetic system include its sensitivity to 740- to 780-nm near-infrared light, its ability to utilize an endogenous biliverdin chromophore in eukaryotes (including mammals), and its spectral compatibility with blue-light-driven optogenetic systems.
383.

Phytochrome and retrograde signalling pathways converge to antagonistically regulate a light-induced transcriptional network.

red Phytochromes Background
Nat Commun, 6 May 2016 DOI: 10.1038/ncomms11431 Link to full text
Abstract: Plastid-to-nucleus retrograde signals emitted by dysfunctional chloroplasts impact photomorphogenic development, but the molecular link between retrograde- and photosensory-receptor signalling has remained unclear. Here, we show that the phytochrome and retrograde signalling (RS) pathways converge antagonistically to regulate the expression of the nuclear-encoded transcription factor GLK1, a key regulator of a light-induced transcriptional network central to photomorphogenesis. GLK1 gene transcription is directly repressed by PHYTOCHROME-INTERACTING FACTOR (PIF)-class bHLH transcription factors in darkness, but light-activated phytochrome reverses this activity, thereby inducing expression. Conversely, we show that retrograde signals repress this induction by a mechanism independent of PIF mediation. Collectively, our data indicate that light at moderate levels acts through the plant's nuclear-localized sensory-photoreceptor system to induce appropriate photomorphogenic development, but at excessive levels, sensed through the separate plastid-localized RS system, acts to suppress such development, thus providing a mechanism for protection against photo-oxidative damage by minimizing the tissue exposure to deleterious radiation.
384.

Photoconversion and Fluorescence Properties of a Red/Green-Type Cyanobacteriochrome AM1_C0023g2 That Binds Not Only Phycocyanobilin But Also Biliverdin.

green red Phytochromes Background
Front Microbiol, 26 Apr 2016 DOI: 10.3389/fmicb.2016.00588 Link to full text
Abstract: Cyanobacteriochromes (CBCRs) are distantly related to the red/far-red responsive phytochromes. Red/green-type CBCRs are widely distributed among various cyanobacteria. The red/green-type CBCRs covalently bind phycocyanobilin (PCB) and show red/green reversible photoconversion. Recent studies revealed that some red/green-type CBCRs from chlorophyll d-bearing cyanobacterium Acaryochloris marina covalently bind not only PCB but also biliverdin (BV). The BV-binding CBCRs show far-red/orange reversible photoconversion. Here, we identified another CBCR (AM1_C0023g2) from A. marina that also covalently binds not only PCB but also BV with high binding efficiencies, although BV chromophore is unstable in the presence of urea. Replacement of Ser334 with Gly resulted in significant improvement in the yield of the BV-binding holoprotein, thereby ensuring that the mutant protein is a fine platform for future development of optogenetic switches. We also succeeded in detecting near-infrared fluorescence from mammalian cells harboring PCB-binding AM1_C0023g2 whose fluorescence quantum yield is 3.0%. Here the PCB-binding holoprotein is shown as a platform for future development of fluorescent probes.
385.

A Phytochrome Sensory Domain Permits Receptor Activation by Red Light.

red Cph1 HEK293 Signaling cascade control
Angew Chem Int Ed Engl, 21 Apr 2016 DOI: 10.1002/anie.201601736 Link to full text
Abstract: Optogenetics and photopharmacology enable the spatio-temporal control of cell and animal behavior by light. Although red light offers deep-tissue penetration and minimal phototoxicity, very few red-light-sensitive optogenetic methods are currently available. We have now developed a red-light-induced homodimerization domain. We first showed that an optimized sensory domain of the cyanobacterial phytochrome 1 can be expressed robustly and without cytotoxicity in human cells. We then applied this domain to induce the dimerization of two receptor tyrosine kinases-the fibroblast growth factor receptor 1 and the neurotrophin receptor trkB. This new optogenetic method was then used to activate the MAPK/ERK pathway non-invasively in mammalian tissue and in multicolor cell-signaling experiments. The light-controlled dimerizer and red-light-activated receptor tyrosine kinases will prove useful to regulate a variety of cellular processes with light.
386.

Optogenetics in Plants: Red/Far-Red Light Control of Gene Expression.

red PhyB/PIF6 A. thaliana leaf protoplasts N. tabacum leaf protoplasts
Methods Mol Biol, 11 Mar 2016 DOI: 10.1007/978-1-4939-3512-3_9 Link to full text
Abstract: Optogenetic tools to control gene expression have many advantages over the classical chemically inducible systems, overcoming intrinsic limitations of chemical inducers such as solubility, diffusion, and cell toxicity. They offer an unmatched spatiotemporal resolution and permit quantitative and noninvasive control of the gene expression. Here we describe a protocol of a synthetic light-inducible system for the targeted control of gene expression in plants based on the plant photoreceptor phytochrome B and one of its interacting factors (PIF6). The synthetic toggle switch system is in the ON state when plant protoplasts are illuminated with red light (660 nm) and can be returned to the OFF state by subsequent illumination with far-red light (760 nm). In this protocol, the implementation of a red light-inducible expression system in plants using Light-Emitting Diode (LED) illumination boxes is described, including the isolation and transient transformation of plant protoplasts from Arabidopsis thaliana and Nicotiana tabacum.
387.

Biophotography: concepts, applications and perspectives.

blue red BLUF domains LOV domains Phytochromes Review
Appl Microbiol Biotechnol, 18 Feb 2016 DOI: 10.1007/s00253-016-7384-0 Link to full text
Abstract: Synthetic biology aims at manipulating biological systems by rationally designed and genetically introduced components. Efforts in photoactuator engineering resulted in microorganisms reacting to extracellular light-cues with various cellular responses. Some of them lead to the formation of macroscopically observable outputs, which can be used to generate images made of living matter. Several methods have been developed to convert colorless compounds into visible pigments by an enzymatic conversion. This has been exploited as a showcase for successful creation of an optogenetic tool; examples for basic light-controlled biological processes that have been coupled to this biophotography comprise regulation of transcription, protein stability, and second messenger synthesis. Moreover, biological reproduction of images is used as means to facilitate quantitative characterization of optogenetic switches as well as a technique to investigate complex cellular signaling circuits. Here, we will compare the different techniques for biological image generation, introduce experimental approaches, and provide future-perspectives for biophotography.
388.

Development of a light-regulated cell-recovery system for non-photosynthetic bacteria.

green CcaS/CcaR E. coli Transgene expression Control of cell-cell / cell-material interactions
Microb Cell Fact, 15 Feb 2016 DOI: 10.1186/s12934-016-0426-6 Link to full text
Abstract: Recent advances in the understanding of photosensing in biological systems have enabled the use of photoreceptors as novel genetic tools. Exploiting various photoreceptors that cyanobacteria possess, a green light-inducible gene expression system was previously developed for the regulation of gene expression in cyanobacteria. However, the applications of cyanobacterial photoreceptors are not limited to these bacteria but are also available for non-photosynthetic microorganisms by the coexpression of a cyanobacterial chromophore with a cyanobacteria-derived photosensing system. An Escherichia coli-derived self-aggregation system based on Antigen 43 (Ag43) has been shown to induce cell self-aggregation of various bacteria by exogenous introduction of the Ag43 gene.
389.

Toward total synthesis of cell function: Reconstituting cell dynamics with synthetic biology.

blue red Cryptochromes LOV domains Phytochromes Review
Sci Signal, 9 Feb 2016 DOI: 10.1126/scisignal.aac4779 Link to full text
Abstract: Biological phenomena, such as cellular differentiation and phagocytosis, are fundamental processes that enable cells to fulfill important physiological roles in multicellular organisms. In the field of synthetic biology, the study of these behaviors relies on the use of a broad range of molecular tools that enable the real-time manipulation and measurement of key components in the underlying signaling pathways. This Review will focus on a subset of synthetic biology tools known as bottom-up techniques, which use technologies such as optogenetics and chemically induced dimerization to reconstitute cellular behavior in cells. These techniques have been crucial not only in revealing causal relationships within signaling networks but also in identifying the minimal signaling components that are necessary for a given cellular function. We discuss studies that used these systems in a broad range of cellular and molecular phenomena, including the time-dependent modulation of protein activity in cellular proliferation and differentiation, the reconstitution of phagocytosis, the reconstitution of chemotaxis, and the regulation of actin reorganization. Finally, we discuss the potential contribution of synthetic biology to medicine.
390.

Reversible Optogenetic Control of Subcellular Protein Localization in a Live Vertebrate Embryo.

red PhyB/PIF6 zebrafish in vivo
Dev Cell, 11 Jan 2016 DOI: 10.1016/j.devcel.2015.12.011 Link to full text
Abstract: We demonstrate the utility of the phytochrome system to rapidly and reversibly recruit proteins to specific subcellular regions within specific cells in a living vertebrate embryo. Light-induced heterodimerization using the phytochrome system has previously been used as a powerful tool to dissect signaling pathways for single cells in culture but has not previously been used to reversibly manipulate the precise subcellular location of proteins in multicellular organisms. Here we report the experimental conditions necessary to use this system to manipulate proteins in vivo. As proof of principle, we demonstrate that we can manipulate the localization of the apical polarity protein Pard3 with high temporal and spatial precision in both the neural tube and the embryo's enveloping layer epithelium. Our optimizations of optogenetic component expression and chromophore purification and delivery should significantly lower the barrier for establishing this powerful optogenetic system in other multicellular organisms.
391.

Natural Resources for Optogenetic Tools.

blue green red UV Cobalamin-binding domains Cryptochromes Fluorescent proteins LOV domains Phytochromes UV receptors Review
Methods Mol Biol, 2016 DOI: 10.1007/978-1-4939-3512-3_2 Link to full text
Abstract: Photoreceptors are found in all kingdoms of life and mediate crucial responses to environmental challenges. Nature has evolved various types of photoresponsive protein structures with different chromophores and signaling concepts for their given purpose. The abundance of these signaling proteins as found nowadays by (meta-)genomic screens enriched the palette of optogenetic tools significantly. In addition, molecular insights into signal transduction mechanisms and design principles from biophysical studies and from structural and mechanistic comparison of homologous proteins opened seemingly unlimited possibilities for customizing the naturally occurring proteins for a given optogenetic task. Here, a brief overview on the photoreceptor concepts already established as optogenetic tools in natural or engineered form, their photochemistry and their signaling/design principles is given. Finally, so far not regarded photosensitive modules and protein architectures with potential for optogenetic application are described.
392.

Micromanagement with light.

blue red LOV domains Phytochromes Review
Nature, 10 Dec 2015 DOI: 10.1038/528291a Link to full text
Abstract: The optogenetics techniques that have long been used in neuroscience are now giving biologists the power to probe cellular structures with unprecedented precision.
393.

Signalling to the nucleus under the control of light and small molecules.

red PhyB/PIF3 HeLa
Mol Biosyst, 8 Dec 2015 DOI: 10.1039/c5mb00763a Link to full text
Abstract: One major regulatory mechanism in cell signalling is the spatio-temporal control of the localization of signalling molecules. We synthetically designed an entire cell signalling pathway, which allows controlling the transport of signalling molecules from the plasma membrane to the nucleus, by using light and small molecules.
394.

Light-Activated Nuclear Translocation of Adeno-Associated Virus Nanoparticles Using Phytochrome B for Enhanced, Tunable, and Spatially Programmable Gene Delivery.

red PhyB/PIF6 HEK293T HeLa hMSCs HUVEC in vitro NIH/3T3
ACS Nano, 30 Nov 2015 DOI: 10.1021/acsnano.5b05558 Link to full text
Abstract: Gene delivery vectors that are activated by external stimuli may allow improved control over the location and the degree of gene expression in target populations of cells. Light is an attractive stimulus because it does not cross-react with cellular signaling networks, has negligible toxicity, is noninvasive, and can be applied in space and time with unparalleled precision. We used the previously engineered red (R)/far-red (FR) light-switchable protein phytochrome B (PhyB) and its R light dependent interaction partner phytochrome interacting factor 6 (PIF6) from Arabidopsis thaliana to engineer an adeno-associated virus (AAV) platform whose gene delivery efficiency is controlled by light. Upon exposure to R light, AAV engineered to display PIF6 motifs on the capsid bind to PhyB tagged with a nuclear localization sequence (NLS), resulting in significantly increased translocation of viruses into the host cell nucleus and overall gene delivery efficiency. By modulating the ratio of R to FR light, the gene delivery efficiency can be tuned to as little as 35% or over 600% of the unengineered AAV. We also demonstrate spatial control of gene delivery using projected patterns of codelivered R and FR light. Overall, our successful use of light-switchable proteins in virus capsid engineering extends these important optogenetic tools into the adjacent realm of nucleic acid delivery and enables enhanced, tunable, and spatially controllable regulation of viral gene delivery. Our current light-triggered viral gene delivery prototype may be broadly useful for genetic manipulation of cells ex vivo or in vivo in transgenic model organisms, with the ultimate prospect of achieving dose- and site-specific gene expression profiles for either therapeutic (e.g., regenerative medicine) or fundamental discovery research efforts.
395.

Multiscale photoacoustic tomography using reversibly switchable bacterial phytochrome as a near-infrared photochromic probe.

near-infrared BphP1/PpsR2 U-87 MG
Nat Methods, 9 Nov 2015 DOI: 10.1038/nmeth.3656 Link to full text
Abstract: Photoacoustic tomography (PAT) of genetically encoded probes allows for imaging of targeted biological processes deep in tissues with high spatial resolution; however, high background signals from blood can limit the achievable detection sensitivity. Here we describe a reversibly switchable nonfluorescent bacterial phytochrome for use in multiscale photoacoustic imaging, BphP1, with the most red-shifted absorption among genetically encoded probes. BphP1 binds a heme-derived biliverdin chromophore and is reversibly photoconvertible between red and near-infrared light-absorption states. We combined single-wavelength PAT with efficient BphP1 photoswitching, which enabled differential imaging with substantially decreased background signals, enhanced detection sensitivity, increased penetration depth and improved spatial resolution. We monitored tumor growth and metastasis with ∼ 100-μm resolution at depths approaching 10 mm using photoacoustic computed tomography, and we imaged individual cancer cells with a suboptical-diffraction resolution of ∼ 140 nm using photoacoustic microscopy. This technology is promising for biomedical studies at several scales.
396.

Ubiquitous Structural Signaling in Bacterial Phytochromes.

near-infrared Phytochromes Background
J Phys Chem Lett, 14 Aug 2015 DOI: 10.1021/acs.jpclett.5b01629 Link to full text
Abstract: The phytochrome family of light-switchable proteins has long been studied by biochemical, spectroscopic and crystallographic means, while a direct probe for global conformational signal propagation has been lacking. Using solution X-ray scattering, we find that the photosensory cores of several bacterial phytochromes undergo similar large-scale structural changes upon red-light excitation. The data establish that phytochromes with ordinary and inverted photocycles share a structural signaling mechanism and that a particular conserved histidine, previously proposed to be involved in signal propagation, in fact tunes photoresponse.
397.

Investigating neuronal function with optically controllable proteins.

blue cyan red UV BLUF domains Cryptochromes Fluorescent proteins LOV domains Phytochromes UV receptors Review
Front Mol Neurosci, 21 Jul 2015 DOI: 10.3389/fnmol.2015.00037 Link to full text
Abstract: In the nervous system, protein activities are highly regulated in space and time. This regulation allows for fine modulation of neuronal structure and function during development and adaptive responses. For example, neurite extension and synaptogenesis both involve localized and transient activation of cytoskeletal and signaling proteins, allowing changes in microarchitecture to occur rapidly and in a localized manner. To investigate the role of specific protein regulation events in these processes, methods to optically control the activity of specific proteins have been developed. In this review, we focus on how photosensory domains enable optical control over protein activity and have been used in neuroscience applications. These tools have demonstrated versatility in controlling various proteins and thereby cellular functions, and possess enormous potential for future applications in nervous systems. Just as optogenetic control of neuronal firing using opsins has changed how we investigate the function of cellular circuits in vivo, optical control may yet yield another revolution in how we study the circuitry of intracellular signaling in the brain.
398.

Optimizing optogenetic constructs for control over signaling and cell behaviours.

blue red BLUF domains Cryptochromes LOV domains Phytochromes Review
Photochem Photobiol Sci, 2 Jul 2015 DOI: 10.1039/c5pp00171d Link to full text
Abstract: Optogenetic tools have recently been developed that enable dynamic control over the activities of select signaling proteins. They provide the unique ability to rapidly turn signaling events on or off with subcellular control in living cells and organisms. This capability is leading to new insights into how the spatial and temporal coordination of signaling events governs dynamic cell behaviours such as migration and neurite outgrowth. These tools can also be used to dissect a protein's signaling functions at different organelles. Here we review the properties of photoreceptors from diverse organisms that have been leveraged to control signaling in mammalian cells. We emphasize recent engineering approaches that have been used to create optogenetic constructs with optimized spectral, kinetic, and signaling properties for controlling cell behaviours.
399.

Applications of hydrogen deuterium exchange (HDX) for the characterization of conformational dynamics in light-activated photoreceptors.

blue red UV BLUF domains Fluorescent proteins LOV domains Phytochromes UV receptors Review
Front Mol Biosci, 23 Jun 2015 DOI: 10.3389/fmolb.2015.00033 Link to full text
Abstract: Rational design of optogenetic tools is inherently linked to the understanding of photoreceptor function. Structural analysis of elements involved in signal integration in individual sensor domains provides an initial idea of their mode of operation, but understanding how local structural rearrangements eventually affect signal transmission to output domains requires inclusion of the effector regions in the characterization. However, the dynamic nature of these assemblies renders their structural analysis challenging and therefore a combination of high- and low-resolution techniques is required to appreciate functional aspects of photoreceptors. This review focuses on the potential of hydrogen-deuterium exchange coupled to mass spectrometry (HDX-MS) for complementing the structural characterization of photoreceptors. In this respect, the ability of HDX-MS to provide information on conformational dynamics and the possibility to address multiple functionally relevant states in solution render this methodology ideally suitable. We highlight recent examples demonstrating the potential of HDX-MS and discuss how these results can help to improve existing optogenetic systems or guide the design of novel optogenetic tools.
400.

Iterative experiment design guides the characterization of a light-inducible gene expression circuit.

red PhyB/PIF3 S. cerevisiae
Proc Natl Acad Sci USA, 17 Jun 2015 DOI: 10.1073/pnas.1423947112 Link to full text
Abstract: Systems biology rests on the idea that biological complexity can be better unraveled through the interplay of modeling and experimentation. However, the success of this approach depends critically on the informativeness of the chosen experiments, which is usually unknown a priori. Here, we propose a systematic scheme based on iterations of optimal experiment design, flow cytometry experiments, and Bayesian parameter inference to guide the discovery process in the case of stochastic biochemical reaction networks. To illustrate the benefit of our methodology, we apply it to the characterization of an engineered light-inducible gene expression circuit in yeast and compare the performance of the resulting model with models identified from nonoptimal experiments. In particular, we compare the parameter posterior distributions and the precision to which the outcome of future experiments can be predicted. Moreover, we illustrate how the identified stochastic model can be used to determine light induction patterns that make either the average amount of protein or the variability in a population of cells follow a desired profile. Our results show that optimal experiment design allows one to derive models that are accurate enough to precisely predict and regulate the protein expression in heterogeneous cell populations over extended periods of time.
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