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 1 - 25 of 147 results
1.

Optogenetic control of gene expression in the cyanobacterium Synechococcus sp. PCC 7002.

blue green CcaS/CcaR YtvA Synechococcus Transgene expression
Front Bioeng Biotechnol, 17 Jan 2025 DOI: 10.3389/fbioe.2024.1529022 Link to full text
Abstract: Photosynthetic cyanobacteria can be utilised in biotechnology as environmentally sustainable cell factories to convert CO2 into a diverse range of biochemicals. However, a lack of molecular tools available for precise and dynamic control of gene expression hinders metabolic engineering and contributes to low product titres. Optogenetic tools enable light-regulated control of gene expression with high tunability and reversibility. To date, their application in cyanobacteria is limited and transferability between species remains unclear. In this study, we expressed the blue light-repressible YF1/FixJ and the green/red light-responsive CcaS/CcaR systems in Synechococcus sp. PCC 7002 and characterised their performance using GFP fluorescence assays and qRT-PCR. The YF1/FixJ system of non-cyanobacterial origin showed poor performance with a maximum dynamic range of 1.5-fold despite several steps to improve this. By contrast, the CcaS/CcaR system originating from the cyanobacterium Synechocystis sp. PCC 6803 responded well to light wavelengths and intensities, with a 6-fold increased protein fluorescence output observed after 30 min of green light. Monitoring GFP transcript levels allowed us to quantify the kinetics of transcriptional activation and deactivation and to test the effect of both multiple green/red and light/dark cycles on system performance. Finally, we increased CcaS/CcaR system activity under green light through targeted genetic modifications to the pCpcG2 output promoter. This study provides a detailed characterisation of the behaviour of the CcaS/CcaR system in Synechococcus sp. PCC 7002, as well as underlining the complexity of transferring optogenetic tools across species.
2.

Optogenetics Methods and Protocols

blue green red AsLOV2 CcaS/CcaR Cph1 CRY2/CIB1 CRY2olig DrBphP iLID LOVTRAP Magnets PAL PhyB/PIF6 TtCBD TULIP VVD YtvA 3T3-L1 B. subtilis Cos-7 E. coli H9c2 HaCaT HEK293T HeLa HFF-1 Jurkat MDA-MB-231 MKN28 mouse in vivo primary mouse T cells S. cerevisiae Schneider 2 U-2 OS Y. enterocolitica zebrafish in vivo
Methods Mol Biol, 26 Dec 2024 DOI: 10.1007/978-1-0716-4047-0 Link to full text
Abstract: This volume explores the latest advancements in the field of optogenetics and how it uses cellular light-sensing components and genetic engineering to control proteins and biological processes. The book chapters are organized into four parts. Part One focuses on intracellular optogenetic components for control of specific cell functions; Part Two looks at externally supplied light regulators that do not require genetic manipulation of target cells; Part Three highlights optogenetic control of organelles, and Part Four introduces technical tools required for light induction in optogenetic experiments, as well as a method for performing and analyzing optogenetic cell-cell adhesion. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Cutting-edge and practical, Optogenetics: Methods and Protocols is a valuable resource to help researchers understand and apply the concepts of optogenetics and the underlying bioengineering principles, and establish the required technical light-illumination setups for administering light inputs and analysis of experimental outcomes.
3.

In situ production and precise release of bioactive GM-CSF and siRNA by engineered bacteria for macrophage reprogramming in cancer immunotherapy.

green CcaS/CcaR E. coli Transgene expression
Biomaterials, 19 Dec 2024 DOI: 10.1016/j.biomaterials.2024.123037 Link to full text
Abstract: In the immunosuppressive tumor microenvironment (TME), tumor-associated macrophages (TAMs) predominantly exhibit an immunosuppressive M2 phenotype, which facilitates tumor proliferation and metastasis. Although current strategies aimed at reprogramming TAMs hold promise, their sustainability and effectiveness are limited due to repeated injections. Herein, a bacterial therapy platform containing two engineered strains was developed. One strain was engineered to produce and secrete granulocyte-macrophage colony-stimulating factor (GM-CSF) to promote M2-like TAMs repolarization to M1-like TAMs, while the other strain was designed to secrete small interfering RNA (siRNA) targeting signal regulatory protein α (SIRPα). The two strains can continuously and efficiently produce bioactive therapeutic agents in situ, exerting a sustained and synergistic therapeutic effect in TAMs to inhibit tumor growth. To enhance treatment efficacy, optogenetic strategy was implemented to effectively control the production of GM-CSF, and outer membrane vesicles (OMVs) produced by engineered bacteria were utilized to protect the siRNA from degradation in the external environment. The experimental results indicated that the bacterial therapy platform could continuously produce and release bioactive GM-CSF and SIRPα siRNA, exhibiting significant therapeutic activity. In vivo experiments further demonstrated that this platform showed more sustained and stable therapeutic effects compared to conventional drug therapies. Additionally, the combination of these two engineered strains yielded the highest ratio of M1/M2 TAMs (0.80) and the lowest ratio of F4/80+SIRPα+TAMs (3.46 %) than single strain therapy. Our study expanded the potential of engineered bacteria as pharmaceutical factories for in vivo therapeutic applications.
4.

Illuminating the future of food microbial control: From optical tools to Optogenetic tools.

blue green near-infrared red violet Cryptochromes LOV domains Phytochromes Review
Food Chem, 13 Dec 2024 DOI: 10.1016/j.foodchem.2024.142474 Link to full text
Abstract: Light as an environmental signal can effectively regulate various biological processes in microbial systems. Optical and optogenetic tools are able to utilize light for precise control methods with minimal interference. Recently, research on these tools has extended to the field of microbiology. Distinguishing from existing reviews, this review narrows the scope of application into food sector, focusing on advances in optical and optogenetic tools for microbial control, including optical tools targeting pathogenic or probiotic bacteria for non-thermal sterilization, antimicrobial photodynamic therapy, or photobiomodulation, combined with nanomaterials as photosensors for food analysis. As well as using optogenetic tools for more convenient and precise control in food production processes, covering reversible induction, metabolic flux regulation, biofilm formation, and inhibition. These tools offer new solutions to goals that cannot be achieved by traditional methods, and they are still maturing to explore other uses in the food field.
5.

Dynamic heterogeneity in an E. coli stress response regulon mediates gene activation and antimicrobial peptide tolerance.

green CcaS/CcaR E. coli Endogenous gene expression Control of cell-cell / cell-material interactions
bioRxiv, 2 Dec 2024 DOI: 10.1101/2024.11.27.625634 Link to full text
Abstract: The bacterial stress response is an intricately regulated system that plays a critical role in cellular resistance to drug treatment. The complexity of this response is further complicated by cell-to-cell heterogeneity in the expression of bacterial stress response genes. These genes are often organized into networks comprising one or more transcriptional regulators that control expression of a suite of downstream genes. While the expression heterogeneity of many of these upstream regulators has been characterized, the way in which this variability affects the larger downstream stress response remains hard to predict, prompting two key questions. First, how does heterogeneity and expression noise in stress response regulators propagate to the diverse downstream genes in their regulons. Second, when expression levels vary, how do multiple downstream genes act together to protect cells from stress. To address these questions, we focus on the transcription factor PhoP, a critical virulence regulator which coordinates pathogenicity in several gram-negative species. We use optogenetic stimulation to precisely control PhoP expression levels and examine how variations in PhoP affect the downstream activation of genes in the PhoP regulon. We find that these downstream genes exhibit differences both in mean expression level and sensitivity to increasing levels of PhoP. These response functions can also vary between individual cells, increasing heterogeneity in the population. We tie these variations to cell survival when bacteria are exposed to a clinically-relevant antimicrobial peptide, showing that high expression of the PhoP-regulon gene pmrD provides a protective effect against Polymyxin B. Overall, we demonstrate that even subtle heterogeneity in expression of a stress response regulator can have clear consequences for enabling bacteria to survive stress.
6.

Light inducible gene expression system for Streptomyces.

green TtCBD Streptomyces Transgene expression
Sci Rep, 28 Oct 2024 DOI: 10.1038/s41598-024-76860-6 Link to full text
Abstract: The LitR/CarH family comprises adenosyl B12-based photosensory transcriptional regulators that control light-inducible carotenoid production in nonphototrophic bacteria. In this study, we established a blue-green light-inducible hyperexpression system using LitR and its partner ECF-type sigma factor LitS in streptomycin-producing Streptomyces griseus NBRC 13350. The constructed multiple-copy number plasmid, pLit19, carried five genetic elements: pIJ101rep, the thiostrepton resistance gene, litR, litS, and σLitS-recognized light-inducible crtE promoter. Streptomyces griseus transformants harboring pLit19 exhibited a light-dependent hyper-production of intracellular reporter enzymes including catechol-2,3-dioxygenase and β-glucuronidase, extracellular secreted enzymes including laccase and transglutaminase, and secondary metabolites including melanin, flaviolin, and indigoidine. Cephamycin-producing Streptomyces sp. NBRC 13304, carrying an entire actinorhodin gene cluster, exhibited light-dependent actinorhodin production after the introduction of the pLit19 shuttle-type plasmid with the pathway-specific activator actII-ORF4. Insertion of sti fragment derived from Streptomyces phaeochromogenes pJV1 plasmid into pLit19 increased its light sensitivity, allowing gene expression under weak light irradiation. The two constructed Escherichia coli-Streptomyces shuttle-type pLit19 plasmids were found to have abilities similar to those of pLit19. We successfully established an optogenetically controlled hyperproduction system for S. griseus NBRC 13350 and Streptomyces sp. NBRC 13304.
7.

Three-Color Protein Photolithography with Green, Red, and Far-Red Light.

green TtCBD E. coli HeLa in vitro Control of cell-cell / cell-material interactions
Small, 18 Oct 2024 DOI: 10.1002/smll.202405687 Link to full text
Abstract: Protein photolithography is an invaluable tool for generating protein microchips and regulating interactions between cells and materials. However, the absence of light-responsive molecules that allow for the copatterning of multiple functional proteins with biocompatible visible light poses a significant challenge. Here, a new approach for photopatterning three distinct proteins on a single surface by using green, red, and far-red light is reported. The cofactor of the green light-sensitive protein CarH is engineered such that it also becomes sensitive to red and far-red light. These new cofactors are shown to be compatible with two CarH-based optogenetic tools to regulate bacterial cell-cell adhesions and gene expression in mammalian cells with red and far-red light. Further, by incorporating different CarH variants with varying light sensitivities in layer-by-layer (LbL) multiprotein films, specific layers within the films, along with other protein layers on top are precisely removed by using different colors of light, all with high spatiotemporal accuracy. Notably, with these three distinct colors of visible light, it is possible to incorporate diverse proteins under mild conditions in LbL films based on the reliable interaction between Ni2+- nitrilotriacetic acid (NTA) groups and polyhistidine-tags (His-tags)on the proteins and their subsequent photopatterning. This approach has potential applications spanning biofabrication, material engineering, and biotechnology.
8.

Light-driven synchronization of optogenetic clocks.

green CcaS/CcaR E. coli Cell cycle control Transgene expression
Elife, 15 Oct 2024 DOI: 10.7554/elife.97754 Link to full text
Abstract: Synthetic genetic oscillators can serve as internal clocks within engineered cells to program periodic expression. However, cell-to-cell variability introduces a dispersion in the characteristics of these clocks that drives the population to complete desynchronization. Here, we introduce the optorepressilator, an optically controllable genetic clock that combines the repressilator, a three-node synthetic network in E. coli, with an optogenetic module enabling to reset, delay, or advance its phase using optical inputs. We demonstrate that a population of optorepressilators can be synchronized by transient green light exposure or entrained to oscillate indefinitely by a train of short pulses, through a mechanism reminiscent of natural circadian clocks. Furthermore, we investigate the system's response to detuned external stimuli observing multiple regimes of global synchronization. Integrating experiments and mathematical modeling, we show that the entrainment mechanism is robust and can be understood quantitatively from single cell to population level.
9.

Red-Shifting B12-Dependent Photoreceptor Protein via Optical Coupling for Inducible Living Materials.

green TtCBD in vitro Control of cell-cell / cell-material interactions
Angew Chem Int Ed Engl, 6 Sep 2024 DOI: 10.1002/anie.202411105 Link to full text
Abstract: Cobalamin (B12)-dependent photoreceptors are gaining traction in materials synthetic biology, especially for optically controlling cell-to-cell adhesion in living materials. However, these proteins are mostly responsive to green light, limiting their deep-tissue applications. Here, we present a general strategy for shifting photoresponse of B12-dependent photoreceptor CarHC from green to red/far-red light via optical coupling. Using thiol-maleimide click chemistry, we labeled cysteine-containing CarHC mutants with SulfoCyanine5 (Cy5), a red light-capturing fluorophore. The resulting photoreceptors not only retained the ability to tetramerize in the presence of adenosylcobalamin (AdoB12), but also gained sensitivity to red light; labeled tetramers disassembled on red light exposure. Using genetically encoded click chemistry, we assembled the red-shifted proteins into hydrogels that degraded rapidly in response to red light. Furthermore, Saccharomyces cerevisiae cells were genetically engineered to display CarHC variants, which, alongside in situ Cy5 labeling, led to living materials that could assemble and disassemble in response to AdoB12 and red light, respectively. These results illustrate the CarHC spectrally tuned by optical coupling as a versatile motif for dynamically controlling cell-to-cell interactions within engineered living materials. Given their prevalence and ecological diversity in nature, this spectral tuning method will expand the use of B12-dependent photoreceptors in optogenetics and living materials.
10.

Integrating bioprinting and optogenetic technologies for precision plant tissue engineering.

blue green red Cobalamin-binding domains LOV domains Phytochromes Review
Curr Opin Biotechnol, 28 Aug 2024 DOI: 10.1016/j.copbio.2024.103193 Link to full text
Abstract: Recent advancements in plant bioprinting and optogenetic tools have unlocked new avenues to revolutionize plant tissue engineering. Bioprinting of plant cells has the potential to craft intricate 3D structures incorporating multiple cell types, replicating the complex microenvironments found in plants. Concurrently, optogenetic tools enable the control of biological events with spatial, temporal, and quantitative precision. Originally developed for human and microbial systems, these two cutting-edge methodologies are now being adapted for plant research. Although still in the early stages of development, we here review the latest progress in plant bioprinting and optogenetics and discuss compelling opportunities for plant biotechnology and research arising from the combination of the two technologies.
11.

Programming mammalian cell behaviors by physical cues.

blue cyan green near-infrared red UV violet BLUF domains Cobalamin-binding domains Cryptochromes Fluorescent proteins LOV domains Phytochromes UV receptors Review
Trends Biotechnol, 22 Aug 2024 DOI: 10.1016/j.tibtech.2024.07.014 Link to full text
Abstract: In recent decades, the field of synthetic biology has witnessed remarkable progress, driving advances in both research and practical applications. One pivotal area of development involves the design of transgene switches capable of precisely regulating specified outputs and controlling cell behaviors in response to physical cues, which encompass light, magnetic fields, temperature, mechanical forces, ultrasound, and electricity. In this review, we delve into the cutting-edge progress made in the field of physically controlled protein expression in engineered mammalian cells, exploring the diverse genetic tools and synthetic strategies available for engineering targeting cells to sense these physical cues and generate the desired outputs accordingly. We discuss the precision and efficiency limitations inherent in these tools, while also highlighting their immense potential for therapeutic applications.
12.

Sequential delivery of photosensitizers and checkpoint inhibitors by engineered bacteria for enhanced cancer photodynamic immunotherapy.

green CcaS/CcaR E. coli Transgene expression
Biotechnol Bioeng, 13 Aug 2024 DOI: 10.1002/bit.28829 Link to full text
Abstract: Engineered bacteria-based cancer therapy has increasingly been considered to be a promising therapeutic strategy due to the development of synthetic biology. Wherein, engineering bacteria-mediated photodynamic therapy (PDT)-immunotherapy shows greater advantages and potential in treatment efficiency than monotherapy. However, the unsustainable regeneration of photosensitizers (PSs) and weak immune responses limit the therapeutic efficiency. Herein, we developed an engineered bacteria-based delivery system for sequential delivery of PSs and checkpoint inhibitors in cancer PDT-immunotherapy. The biosynthetic pathway of 5-aminolevulinic acid (5-ALA) was introduced into Escherichia coli, yielding a supernatant concentration of 172.19 mg/L after 10 h of growth. And another strain was endowed with the light-controllable releasement of anti-programmed cell death-ligand 1 nanobodies (anti-PD-L1). This system exhibited a collaborative effect, where PDT initiated tumor cell death and the released tumor cell fragments stimulated immunity, followed by the elimination of residual tumor cells. The tumor inhibition rate reached 74.97%, and the portion of activated T cells and inflammatory cytokines were reinforced. The results demonstrated that the engineered bacteria-based collaborative system could sequentially deliver therapeutic substance and checkpoint inhibitors, and achieve good therapeutic therapy. This paper will provide a new perspective for the cancer PDT-immunotherapy.
13.

Optogenetics in pancreatic islets: Actuators and effects.

blue green near-infrared red BLUF domains Cobalamin-binding domains Cryptochromes LOV domains Phytochromes Review
Diabetes, 8 Jul 2024 DOI: 10.2337/db23-1022 Link to full text
Abstract: The Islets of Langerhans reside within the endocrine pancreas as highly vascularised micro-organs that are responsible for the secretion of key hormones, such as insulin and glucagon. Islet function relies on a range of dynamic molecular processes that include calcium (Ca2+) waves, hormone pulses, and complex interactions between islet cell types. Dysfunction of these processes results in poor maintenance of blood glucose homeostasis and is a hallmark of diabetes. Very recently, the development of optogenetic methods that rely on light-sensitive molecular actuators has allowed perturbing islet function with near physiological spatio-temporal acuity. These actuators harness natural photoreceptor proteins and their engineered variants to manipulate mouse and human cells that are not normally light-responsive. Until recently, optogenetics in islet biology has primarily focused on hormone production and secretion; however, studies on further aspects of islet function, including paracrine regulation between islet cell types and dynamics within intracellular signaling pathways are emerging. Here, we discuss the applicability of optogenetics to islets cells and comprehensively review seminal as well as recent work on optogenetic actuators and their effects in islet function and diabetes mellitus (DM).
14.

Optogenetic therapeutic strategies for diabetes mellitus.

blue cyan green red BLUF domains Cobalamin-binding domains Cryptochromes Fluorescent proteins LOV domains Phytochromes Review
J Diabetes, Jun 2024 DOI: 10.1111/1753-0407.13557 Link to full text
Abstract: Diabetes mellitus (DM) is a common chronic disease affecting humans globally. It is characterized by abnormally elevated blood glucose levels due to the failure of insulin production or reduction of insulin sensitivity and functionality. Insulin and glucagon-like peptide (GLP)-1 replenishment or improvement of insulin resistance are the two major strategies to treat diabetes. Recently, optogenetics that uses genetically encoded light-sensitive proteins to precisely control cell functions has been regarded as a novel therapeutic strategy for diabetes. Here, we summarize the latest development of optogenetics and its integration with synthetic biology approaches to produce light-responsive cells for insulin/GLP-1 production, amelioration of insulin resistance and neuromodulation of insulin secretion. In addition, we introduce the development of cell encapsulation and delivery methods and smart bioelectronic devices for the in vivo application of optogenetics-based cell therapy in diabetes. The remaining challenges for optogenetics-based cell therapy in the clinical translational study are also discussed.
15.

Photoresponsive Hydrogels for Tissue Engineering.

blue cyan green Cobalamin-binding domains Fluorescent proteins LOV domains Review
ACS Biomater Sci Eng, 30 May 2024 DOI: 10.1021/acsbiomaterials.4c00314 Link to full text
Abstract: Hydrophilic and biocompatible hydrogels are widely applied as ideal scaffolds in tissue engineering. The "smart" gelation material can alter its structural, physiochemical, and functional features in answer to various endo/exogenous stimuli to better biomimic the endogenous extracellular matrix for the engineering of cells and tissues. Light irradiation owns a high spatial-temporal resolution, complete biorthogonal reactivity, and fine-tunability and can thus induce physiochemical reactions within the matrix of photoresponsive hydrogels with good precision, efficiency, and safety. Both gel structure (e.g., geometry, porosity, and dimension) and performance (like conductivity and thermogenic or mechanical properties) can hence be programmed on-demand to yield the biochemical and biophysical signals regulating the morphology, growth, motility, and phenotype of engineered cells and tissues. Here we summarize the strategies and mechanisms for encoding light-reactivity into a hydrogel and demonstrate how fantastically such responsive gels change their structure and properties with light irradiation as desired and thus improve their applications in tissue engineering including cargo delivery, dynamic three-dimensional cell culture, and tissue repair and regeneration, aiming to provide a basis for more and better translation of photoresponsive hydrogels in the clinic.
16.

Luminescent ingestible electronic capsules for in vivo regulation of optogenetic engineered bacteria.

green CcaS/CcaR E. coli Transgene expression
bioRxiv, 24 May 2024 DOI: 10.1101/2024.05.24.595681 Link to full text
Abstract: The ideal engineered microbial smart-drug should be capable of functioning on demand at specific sites in vivo. However, precise regulation of engineered microorganisms poses challenges in the convoluted and elongated intestines. Despite the promising application potential of optogenetic regulation strategies based on light signals, the poor tissue penetration of light signals limits their application in large experimental animals. Given the rapid development of ingestible electronic capsules in recent years, taking advantage of them as regulatory devices to deliver light signals in situ to engineered bacteria within the intestines has become feasible. In this study, we established an electronic-microorganism signaling system, realized by two Bluetooth-controlled luminescent electronic capsules were designed. The “Manager” capsule is equipped with a photosensor to monitor the distribution of engineered bacteria and to activate the optogenetic function of the bacteria by emitting green light. The other capsule, “Locator”, can control the in situ photopolymerization of hydrogels in the intestines via ultraviolet light, aiding in the retention of engineered bacteria at specific sites. These two electronic capsules are expected to work synergistically to regulate the distribution and function of engineered bacteria in vivo, and their application in the treatment of colitis in pigs is currently being investigated, with relevant results to be updated subsequently.
17.

Nano-optogenetics for Disease Therapies.

blue cyan green near-infrared red UV Cobalamin-binding domains Cryptochromes Fluorescent proteins LOV domains Phytochromes UV receptors Review
ACS Nano, 20 May 2024 DOI: 10.1021/acsnano.4c00698 Link to full text
Abstract: Optogenetic, known as the method of 21 centuries, combines optic and genetic engineering to precisely control photosensitive proteins for manipulation of a broad range of cellular functions, such as flux of ions, protein oligomerization and dissociation, cellular intercommunication, and so on. In this technique, light is conventionally delivered to targeted cells through optical fibers or micro light-emitting diodes, always suffering from high invasiveness, wide-field illumination facula, strong absorption, and scattering by nontargeted endogenous substance. Light-transducing nanomaterials with advantages of high spatiotemporal resolution, abundant wireless-excitation manners, and easy functionalization for recognition of specific cells, recently have been widely explored in the field of optogenetics; however, there remain a few challenges to restrain its clinical applications. This review summarized recent progress on light-responsive genetically encoded proteins and the myriad of activation strategies by use of light-transducing nanomaterials and their disease-treatment applications, which is expected for sparking helpful thought to push forward its preclinical and translational uses.
18.

Lighting the way: recent developments and applications in molecular optogenetics.

blue green red Cryptochromes LOV domains Phytochromes Review
Curr Opin Biotechnol, 29 Mar 2024 DOI: 10.1016/j.copbio.2024.103126 Link to full text
Abstract: Molecular optogenetics utilizes genetically encoded, light-responsive protein switches to control the function of molecular processes. Over the last two years, there have been notable advances in the development of novel optogenetic switches, their utilization in elucidating intricate signaling pathways, and their progress toward practical applications in biotechnological processes, material sciences, and therapeutic applications. In this review, we discuss these areas, offer insights into recent developments, and contemplate future directions.
19.

Opticool: Cutting-edge transgenic optical tools.

blue green near-infrared red UV violet iLID BLUF domains Cryptochromes Fluorescent proteins LOV domains Phytochromes UV receptors Review
PLoS Genet, 22 Mar 2024 DOI: 10.1371/journal.pgen.1011208 Link to full text
Abstract: Only a few short decades have passed since the sequencing of GFP, yet the modern repertoire of transgenically encoded optical tools implies an exponential proliferation of ever improving constructions to interrogate the subcellular environment. A myriad of tags for labeling proteins, RNA, or DNA have arisen in the last few decades, facilitating unprecedented visualization of subcellular components and processes. Development of a broad array of modern genetically encoded sensors allows real-time, in vivo detection of molecule levels, pH, forces, enzyme activity, and other subcellular and extracellular phenomena in ever expanding contexts. Optogenetic, genetically encoded optically controlled manipulation systems have gained traction in the biological research community and facilitate single-cell, real-time modulation of protein function in vivo in ever broadening, novel applications. While this field continues to explosively expand, references are needed to assist scientists seeking to use and improve these transgenic devices in new and exciting ways to interrogate development and disease. In this review, we endeavor to highlight the state and trajectory of the field of in vivo transgenic optical tools.
20.

Deep model predictive control of gene expression in thousands of single cells.

green CcaS/CcaR E. coli Transgene expression
Nat Commun, 8 Mar 2024 DOI: 10.1038/s41467-024-46361-1 Link to full text
Abstract: Gene expression is inherently dynamic, due to complex regulation and stochastic biochemical events. However, the effects of these dynamics on cell phenotypes can be difficult to determine. Researchers have historically been limited to passive observations of natural dynamics, which can preclude studies of elusive and noisy cellular events where large amounts of data are required to reveal statistically significant effects. Here, using recent advances in the fields of machine learning and control theory, we train a deep neural network to accurately predict the response of an optogenetic system in Escherichia coli cells. We then use the network in a deep model predictive control framework to impose arbitrary and cell-specific gene expression dynamics on thousands of single cells in real time, applying the framework to generate complex time-varying patterns. We also showcase the framework's ability to link expression patterns to dynamic functional outcomes by controlling expression of the tetA antibiotic resistance gene. This study highlights how deep learning-enabled feedback control can be used to tailor distributions of gene expression dynamics with high accuracy and throughput without expert knowledge of the biological system.
21.

Correction to: Increased RTN3 phenocopies nonalcoholic fatty liver disease by inhibiting the AMPK-IDH2 pathway.

blue green near-infrared red UV violet Cryptochromes LOV domains Phytochromes UV receptors Review
MedComm (2020), 4 Feb 2024 DOI: 10.1002/smmd.20230026 Link to full text
Abstract: [This corrects the article DOI: 10.1002/mco2.226.].
22.

Engineering Green-light-responsive Heterologous Gene Expression in Pseudomonas.

green CcaS/CcaR P. putida
Methods Mol Biol, 2024 DOI: 10.1007/978-1-0716-3473-8_3 Link to full text
Abstract: Engineering bacterial properties requires precision and fine-tuning for optimal control of the desired application. In consequence, it is essential to accurately turn the function of interest from OFF to ON state and vice versa, avoiding any type of residual activation. For this type of purpose, light switches have revealed a clean and powerful tool in which control does not depend on the addition of chemical compounds that may remain in the media. To reach this degree of directed regulation through light, the switch based on the cyanobacterial two-component system CcaSR system was previously adapted to manipulate Pseudomonas putida for transcription of a gene of interest. In this chapter, we describe how to induce biofilm formation by placing the expression of the c-di-GMP-producing diguanylate cyclase PleD from Caulobacter sp. under the control of the CcaSR system. The regulation through optogenetics accomplished with this protocol promotes higher exploitation of biofilm beneficial features in a cheaper and cleaner way compared to chemical induction.
23.

Multicolor optogenetics for regulating flux ratio of three glycolytic pathways using EL222 and CcaSR in Escherichia coli.

blue green CcaS/CcaR EL222 E. coli Transgene expression Multichromatic
Biotechnol Bioeng, 20 Dec 2023 DOI: 10.1002/bit.28628 Link to full text
Abstract: Optogenetics is an attractive synthetic biology tool for controlling the metabolic flux distribution. Here, we demonstrated optogenetic flux ratio control of glycolytic pathways consisting of the Embden-Meyerhof-Parnas (EMP), pentose phosphate (PP), and Entner-Doudoroff (ED) pathways by illuminating multicolor lights using blue light-responsive EL222 and green/red light-responsive CcaSR in Escherichia coli. EL222 forms a dimer and binds to a particular DNA sequence under blue light; therefore, target gene expression can be reduced or induced by inserting a recognition sequence into its promoter regions. First, a flux ratio between the PP and ED pathways was controlled by blue light using EL222. After blocking the EMP pathway, the EL222-recognition sequence was inserted between the -35 and -10 regions of gnd to repress the PP flux and was also inserted upstream of the -35 region of edd to induce ED flux. After adjusting light intensity, the PP:ED flux ratios were 60:39% and 29:70% under dark and blue light conditions, respectively. Finally, a CcaSR-based pgi expression system was implemented to control the flux ratio between the EMP and PP + ED pathways by illuminating green/red light. The EMP:PP:ED flux ratios were 80:9:11%, 14:35:51%, and 33:5:62% under green, red, and red and blue light, respectively.
24.

Unlocking the potential of optogenetics in microbial applications.

blue green red Cryptochromes LOV domains Phytochromes Review
Curr Opin Microbiol, 30 Nov 2023 DOI: 10.1016/j.mib.2023.102404 Link to full text
Abstract: Optogenetics is a powerful approach that enables researchers to use light to dynamically manipulate cellular behavior. Since the first published use of optogenetics in synthetic biology, the field has expanded rapidly, yielding a vast array of tools and applications. Despite its immense potential for achieving high spatiotemporal precision, optogenetics has predominantly been employed as a substitute for conventional chemical inducers. In this short review, we discuss key features of microbial optogenetics and highlight applications for understanding biology, cocultures, bioproduction, biomaterials, and therapeutics, in which optogenetics is more fully utilized to realize goals not previously possible by other methods.
25.

Toward a modeling, optimization, and predictive control framework for fed-batch metabolic cybergenetics.

green CcaS/CcaR E. coli Transgene expression
Biotechnol Bioeng, 9 Nov 2023 DOI: 10.1002/bit.28575 Link to full text
Abstract: Biotechnology offers many opportunities for the sustainable manufacturing of valuable products. The toolbox to optimize bioprocesses includes extracellular process elements such as the bioreactor design and mode of operation, medium formulation, culture conditions, feeding rates, and so on. However, these elements are frequently insufficient for achieving optimal process performance or precise product composition. One can use metabolic and genetic engineering methods for optimization at the intracellular level. Nevertheless, those are often of static nature, failing when applied to dynamic processes or if disturbances occur. Furthermore, many bioprocesses are optimized empirically and implemented with little-to-no feedback control to counteract disturbances. The concept of cybergenetics has opened new possibilities to optimize bioprocesses by enabling online modulation of the gene expression of metabolism-relevant proteins via external inputs (e.g., light intensity in optogenetics). Here, we fuse cybergenetics with model-based optimization and predictive control for optimizing dynamic bioprocesses. To do so, we propose to use dynamic constraint-based models that integrate the dynamics of metabolic reactions, resource allocation, and inducible gene expression. We formulate a model-based optimal control problem to find the optimal process inputs. Furthermore, we propose using model predictive control to address uncertainties via online feedback. We focus on fed-batch processes, where the substrate feeding rate is an additional optimization variable. As a simulation example, we show the optogenetic control of the ATPase enzyme complex for dynamic modulation of enforced ATP wasting to adjust product yield and productivity.
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