Enhancing the performance of Magnets photosensors through directed evolution

Photosensory protein domains are the basis of optogenetic protein engineering. These domains originate from natural sources where they fulfill specific functions ranging from the protection against photooxidative damage to circadian rhythms. When used in synthetic biology, the features of these photosensory domains can be specifically tailored towards the application of interest, enabling their full exploitation for optogenetic regulation in basic research and applied bioengineering. In this work, we develop and apply a simple, yet powerful, directed evolution and high-throughput screening strategy that allows us to alter the most fundamental property of the widely used nMag/pMag photodimerization system: its light sensitivity. We identify a set of mutations located within the photosensory domains, which either increase or decrease the light sensitivity at sub-saturating light intensities, while also improving the dark-to-light fold change in certain variants. For some of these variants, photosensitivity and expression levels could be changed independently, showing that the shape of the light-activity dose-response curve can be tuned and adjusted. We functionally characterize the variants in vivo in bacteria on the single-cell and the population levels. We further show that a subset of these variants can be transferred into the mOptoT7 for gene expression regulation in mammalian cells. We demonstrate increased gene expression levels for low light intensities, resulting in reduced potential phototoxicity in long-term experiments. Our findings expand the applicability of the widely used Magnets photosensors by enabling a tuning towards the needs of specific optogenetic regulation strategies. More generally, our approach will aid optogenetic approaches by making the adaptation of photosensor properties possible to better suit specific experimental or bioprocess needs.

[1]  A. Baumschlager,et al.  Engineering Light-Control in Biology , 2022, Frontiers in Bioengineering and Biotechnology.

[2]  V. Verkhusha,et al.  Optogenetic approaches in biotechnology and biomaterials. , 2022, Trends in biotechnology.

[3]  M. Khammash,et al.  Implementation of a Novel Optogenetic Tool in Mammalian Cells Based on a Split T7 RNA Polymerase , 2021, bioRxiv.

[4]  M. Khammash,et al.  Engineering AraC to make it responsive to light instead of arabinose , 2021, Nature Chemical Biology.

[5]  M. Khammash,et al.  Synthetic Biological Approaches for Optogenetics and Tools for Transcriptional Light-Control in Bacteria. , 2021, Advanced biology.

[6]  J. Marvin,et al.  Optimized Vivid-derived Magnets photodimerizers for subcellular optogenetics in mammalian cells , 2020, eLife.

[7]  A. Kassambara,et al.  Extract and Visualize the Results of Multivariate Data Analyses [R package factoextra version 1.0.7] , 2020 .

[8]  Yuzheng Zhao,et al.  A single-component light sensor system allows highly tunable and direct activation of gene expression in bacterial cells , 2020, Nucleic acids research.

[9]  M. Dunlop,et al.  Light-Inducible Recombinases for Bacterial Optogenetics , 2019, bioRxiv.

[10]  Moritoshi Sato,et al.  A split CRISPR–Cpf1 platform for inducible genome editing and gene activation , 2019, Nature Chemical Biology.

[11]  M. Mortrud,et al.  RecV recombinase system for in vivo targeted optogenomic modifications of single cells or cell populations , 2019, bioRxiv.

[12]  Gábor Balázsi,et al.  Noise-reducing optogenetic negative-feedback gene circuits in human cells , 2019, Nucleic acids research.

[13]  H. Sugiyama,et al.  Direct Observation and Analysis of the Dynamics of the Photoresponsive Transcription Factor GAL4. , 2019, Angewandte Chemie.

[14]  Yolanda Schaerli,et al.  Using Synthetic Biology to Engineer Spatial Patterns , 2019, Advanced biosystems.

[15]  Gennady Verkhivker,et al.  Allosteric mechanism of the circadian protein Vivid resolved through Markov state model and machine learning analysis , 2019, PLoS Comput. Biol..

[16]  Jared E Toettcher,et al.  A bright future: optogenetics to dissect the spatiotemporal control of cell behavior. , 2019, Current opinion in chemical biology.

[17]  B. Crane,et al.  Physical methods for studying flavoprotein photoreceptors. , 2019, Methods in enzymology.

[18]  Jared E Toettcher,et al.  Illuminating developmental biology with cellular optogenetics. , 2018, Current opinion in biotechnology.

[19]  Robert M Hughes,et al.  A compendium of chemical and genetic approaches to light-regulated gene transcription , 2018, Critical reviews in biochemistry and molecular biology.

[20]  S. Shvartsman,et al.  Signaling dynamics control cell fate in the early Drosophila embryo , 2018, bioRxiv.

[21]  Emma J. Chory,et al.  Chemically induced proximity in biology and medicine , 2018, Science.

[22]  Lorena Benedetti,et al.  Light-activated protein interaction with high spatial subcellular confinement , 2018, Proceedings of the National Academy of Sciences.

[23]  Keitaro Yoshimoto,et al.  CRISPR–Cas9-based photoactivatable transcription systems to induce neuronal differentiation , 2017, Nature Methods.

[24]  Fei Chen,et al.  Blue Light Switchable Bacterial Adhesion as a Key Step toward the Design of Biofilms. , 2017, ACS synthetic biology.

[25]  Mustafa Khammash,et al.  Dynamic blue light-inducible T7 RNA polymerases (Opto-T7RNAPs) for precise spatiotemporal gene expression control , 2017, bioRxiv.

[26]  M. Yazawa,et al.  A photoactivatable Cre-loxP recombination system for optogenetic genome engineering. , 2016, Nature chemical biology.

[27]  B. Kuhlman,et al.  Tuning the Binding Affinities and Reversion Kinetics of a Light Inducible Dimer Allows Control of Transmembrane Protein Localization. , 2016, Biochemistry.

[28]  C. Heisenberg,et al.  Optogenetic Control of Nodal Signaling Reveals a Temporal Pattern of Nodal Signaling Regulating Cell Fate Specification during Gastrulation. , 2016, Cell reports.

[29]  F. Arnold,et al.  Mutations in adenine-binding pockets enhance catalytic properties of NAD(P)H-dependent enzymes. , 2015, Protein engineering, design & selection : PEDS.

[30]  Christopher A. Voigt,et al.  Automated design of synthetic ribosome binding sites to control protein expression , 2016 .

[31]  Markus K. Muellner,et al.  Light-assisted small molecule screening against protein kinases , 2015, Nature chemical biology.

[32]  Jin-Moo Lee,et al.  Photo-activatable Cre recombinase regulates gene expression in vivo , 2015, Scientific Reports.

[33]  Tal Galili,et al.  dendextend: an R package for visualizing, adjusting and comparing trees of hierarchical clustering , 2015, Bioinform..

[34]  Yuta Nihongaki,et al.  Photoactivatable CRISPR-Cas9 for optogenetic genome editing , 2015, Nature Biotechnology.

[35]  J. Dunlap,et al.  Biological Significance of Photoreceptor Photocycle Length: VIVID Photocycle Governs the Dynamic VIVID-White Collar Complex Pool Mediating Photo-adaptation and Response to Changes in Light Intensity , 2015, PLoS genetics.

[36]  Moritoshi Sato,et al.  Engineered pairs of distinct photoswitches for optogenetic control of cellular proteins , 2015, Nature Communications.

[37]  Matias D. Zurbriggen,et al.  Orthogonal optogenetic triple-gene control in Mammalian cells. , 2014, ACS synthetic biology.

[38]  B. Crane,et al.  Photochemistry of flavoprotein light sensors. , 2014, Nature chemical biology.

[39]  Justin D. Vrana,et al.  Tools for Controlling Protein Interactions Using Light , 2014, Current protocols in cell biology.

[40]  Harald Janovjak,et al.  Spatio‐temporally precise activation of engineered receptor tyrosine kinases by light , 2014, The EMBO journal.

[41]  Sangkyun Lee,et al.  Light-inducible receptor tyrosine kinases that regulate neurotrophin signalling , 2014, Nature Communications.

[42]  Matias D Zurbriggen,et al.  Optogenetic control of protein kinase activity in mammalian cells. , 2014, ACS synthetic biology.

[43]  Yuta Nihongaki,et al.  Genetically engineered photoinducible homodimerization system with improved dimer-forming efficiency. , 2014, ACS chemical biology.

[44]  Wilfried Weber,et al.  Optogenetic tools for mammalian systems. , 2013, Molecular bioSystems.

[45]  Manfred T Reetz,et al.  Reducing codon redundancy and screening effort of combinatorial protein libraries created by saturation mutagenesis. , 2013, ACS synthetic biology.

[46]  Xiong Wang,et al.  Construction of "small-intelligent" focused mutagenesis libraries using well-designed combinatorial degenerate primers. , 2012, BioTechniques.

[47]  Yi Yang,et al.  Spatiotemporal control of gene expression by a light-switchable transgene system , 2012, Nature Methods.

[48]  B. Crane,et al.  Structure of a Light-Activated LOV Protein Dimer That Regulates Transcription , 2011, Science Signaling.

[49]  B. Zoltowski,et al.  Mechanism-based tuning of a LOV domain photoreceptor. , 2009, Nature chemical biology.

[50]  D. G. Gibson,et al.  Enzymatic assembly of DNA molecules up to several hundred kilobases , 2009, Nature Methods.

[51]  Suzanne M. Hunt,et al.  The PAS/LOV protein VIVID controls temperature compensation of circadian clock phase and development in Neurospora crassa. , 2007, Genes & development.

[52]  Jennifer J. Loros,et al.  Conformational Switching in the Fungal Light Sensor Vivid , 2007, Science.

[53]  Keith Moffat,et al.  The LOV domain family: photoresponsive signaling modules coupled to diverse output domains. , 2003, Biochemistry.

[54]  E. Huq,et al.  A light-switchable gene promoter system , 2002, Nature Biotechnology.

[55]  K. Moffat,et al.  Structure of a flavin-binding plant photoreceptor domain: Insights into light-mediated signal transduction , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[56]  Timothy A. Skimina,et al.  Activation of flavin-containing oxidases underlies light-induced production of H2O2 in mammalian cells. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[57]  J. Braman,et al.  PCR fidelity of pfu DNA polymerase and other thermostable DNA polymerases. , 1996, Nucleic acids research.

[58]  Joseph Schlessinger,et al.  Signal transduction by receptors with tyrosine kinase activity , 1990, Cell.

[59]  R. Miller,et al.  One-step preparation of competent Escherichia coli: transformation and storage of bacterial cells in the same solution. , 1989, Proceedings of the National Academy of Sciences of the United States of America.

[60]  P. Rousseeuw Silhouettes: a graphical aid to the interpretation and validation of cluster analysis , 1987 .

[61]  J. Sambrook,et al.  Molecular Cloning: A Laboratory Manual , 2001 .

[62]  J. H. Ward Hierarchical Grouping to Optimize an Objective Function , 1963 .