Featured
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Perspective
| Open AccessPathways to cellular supremacy in biocomputing
Synthetic biology uses cells as its computing substrate, often based on the genetic circuit concept. In this Perspective, the authors argue that existing synthetic biology approaches based on classical models of computation limit the potential of biocomputing, and propose that living organisms have under-exploited capabilities.
- Lewis Grozinger
- , Martyn Amos
- & Angel Goñi-Moreno
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Article
| Open AccessTowards a fully automated algorithm driven platform for biosystems design
Existing efforts have been focused on one of the elements in the automation of the design, build, test, and learn (DBTL) cycle for biosystems design. Here, the authors integrate a robotic system with machine learning algorithms to fully automate the DBTL cycle and apply it in optimizing the lycopene biosynthetic pathway.
- Mohammad HamediRad
- , Ran Chao
- & Huimin Zhao
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Article
| Open AccessExpanding the limits of the second genetic code with ribozymes
Flexizymes have been used to expand the scope of chemical substrates for ribosome-directed polymerization in vitro. Here the authors deduce design rules of Flexizyme-mediated tRNA acylation that more effectively predict the incorporation of new monomers into peptides.
- Joongoo Lee
- , Kenneth E. Schwieter
- & Michael C. Jewett
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Article
| Open AccessRewiring carbon metabolism in yeast for high level production of aromatic chemicals
Microbial production of aromatic amino acid (AAA)-derived chemicals remains an outstanding metabolic engineering challenge. Here, the authors engineer baker’s yeast for high levels p-coumaric acid production by rewiring the central carbon metabolism and channeling more flux to the AAA biosynthetic pathway.
- Quanli Liu
- , Tao Yu
- & Yun Chen
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Article
| Open AccessDe novo synthesized Min proteins drive oscillatory liposome deformation and regulate FtsA-FtsZ cytoskeletal patterns
The Min biochemical network regulates bacterial cell division and is a prototypical example of self-organizing molecular systems. Here authors synthesize Min proteins from their genes inside liposomes and observe dynamic protein patterns and liposome shape deformation.
- Elisa Godino
- , Jonás Noguera López
- & Christophe Danelon
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Article
| Open AccessHigh-performance chemical- and light-inducible recombinases in mammalian cells and mice
The availability of high performance recombinases with low basal activity and high dynamic range is limited. Here the authors present a library of over 20 orthogonal split recombinases that can be induced by small molecules, light and temperature in vivo.
- Benjamin H. Weinberg
- , Jang Hwan Cho
- & Wilson W. Wong
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Article
| Open AccessOncolytic adenovirus programmed by synthetic gene circuit for cancer immunotherapy
It is difficult to improve the efficacy of oncolytic virotherapy due to immune system responses and limited understanding of population dynamics. Here the authors use synthetic biology gene circuits to control adenoviral replication and release of immunomodulators in hepatocellular carcinoma cells.
- Huiya Huang
- , Yiqi Liu
- & Zhen Xie
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Article
| Open AccessBacterial variability in the mammalian gut captured by a single-cell synthetic oscillator
Synthetic gene oscillators can be used to control timed function and periodic expression of genes. Here the authors demonstrate in vivo implementation in the mammalian gut that can keep time over several days.
- David T. Riglar
- , David L. Richmond
- & Pamela A. Silver
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Article
| Open AccessA tunable dual-input system for on-demand dynamic gene expression regulation
Cellular systems have numerous mechanisms to control gene expression. Here the authors build a Tet-On system with conditional destablising elements to regulate gene expression and protein stability, allowing fine modulation of mESC signalling pathways.
- Elisa Pedone
- , Lorena Postiglione
- & Lucia Marucci
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Article
| Open AccessOptical control of protein phosphatase function
Protein phosphatases play an essential role in signal transduction, but are understudied due to the difficulties in detecting phosphate removal and the lack of good inhibitors. Here the authors develop a light-activated protein phosphatase using photocaged, unnatural amino acids and use it to study ERK nuclear translocation.
- Taylor M. Courtney
- & Alexander Deiters
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Article
| Open AccessMassive computational acceleration by using neural networks to emulate mechanism-based biological models
Mechanistic models provide valuable insights, but large-scale simulations are computationally expensive. Here, the authors show that it is possible to explore the dynamics of a mechanistic model over a large set of parameters by training an artificial neural network on a smaller set of simulations.
- Shangying Wang
- , Kai Fan
- & Lingchong You
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Article
| Open AccessMassively parallel RNA device engineering in mammalian cells with RNA-Seq
Synthetic RNA-based devices can dynamically control a wide range of processes. Here the authors develop a quantitative and high-throughput mammalian cell-based RNA-seq assay to efficiently engineer ribozyme switches.
- Joy S. Xiang
- , Matias Kaplan
- & Christina D. Smolke
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Article
| Open AccessEnhanced CRISPR-based DNA demethylation by Casilio-ME-mediated RNA-guided coupling of methylcytosine oxidation and DNA repair pathways
DNA methylation plays an important role in regulating a wide variety of cellular processes and is implicated in a range of diseases. Here the authors present Casilio-ME to assemble protein complexes to demethylate target loci.
- Aziz Taghbalout
- , Menghan Du
- & Albert W. Cheng
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Article
| Open AccessModular enzyme assembly for enhanced cascade biocatalysis and metabolic flux
Metabolic enzymes often form supramolecular complexes to improve product yield. Here the authors use short peptide tags to create scaffold-free assemblies and synthetic metabolic nodes.
- Wei Kang
- , Tian Ma
- & Tiangang Liu
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Article
| Open AccessLearning the pattern of epistasis linking genotype and phenotype in a protein
Epistasis underlies the complexity of genotype-phenotype maps. Here, the authors analyze 8,192 mutants that link two phenotypically distinct variants of the Entacmaea quadricolor fluorescent protein, and show the existence, but also the sparsity, of high-order epistatic interactions.
- Frank J. Poelwijk
- , Michael Socolich
- & Rama Ranganathan
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Article
| Open AccessBacterial co-culture with cell signaling translator and growth controller modules for autonomously regulated culture composition
To avoid metabolic overload and divide tasks, synthetic biologists are turning to microbial consortia engineering. Here the authors design a co-culture controller that autonomously regulates population composition.
- Kristina Stephens
- , Maria Pozo
- & William E. Bentley
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Article
| Open AccessGene networks that compensate for crosstalk with crosstalk
Crosstalk between genetic circuits is a major challenge for engineering sophisticated networks. Here the authors design networks that compensate for crosstalk by integrating, not insulating, pathways.
- Isaak E. Müller
- , Jacob R. Rubens
- & Timothy K. Lu
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Article
| Open AccessEngineered ribosomes with tethered subunits for expanding biological function
Ribo-T is a tethered ribosome complex capable of orthogonal ribosome-mRNA functionality, but has low activity. Here the authors evolve new tether designs that support faster growth and increased protein expression.
- Erik D. Carlson
- , Anne E. d’Aquino
- & Michael C. Jewett
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Article
| Open AccessMetabolic perceptrons for neural computing in biological systems
So far, synthetic genetic circuits have relied on digital logic for information processing. Here the authors present metabolic perceptrons that use analog weighted adders to vary the contributions of multiple inputs, resulting in different classification functions.
- Amir Pandi
- , Mathilde Koch
- & Jean-Loup Faulon
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Article
| Open AccessEngineered CRISPRa enables programmable eukaryote-like gene activation in bacteria
CRISPR activation strategies in bacteria are limited due to the reliance on σ70 promoters. Here the authors demonstrate eukaryote-like gene activation with high dynamic ranges using σ54- dependent promoters.
- Yang Liu
- , Xinyi Wan
- & Baojun Wang
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Article
| Open AccessOrthogonal monoterpenoid biosynthesis in yeast constructed on an isomeric substrate
Titers of monoterpenoids production in yeast are low due to the fact that the geranyl diphosphate (GPP)-based pathway can redirect metabolic fluxes to growth. Here, the authors build an orthogonal pathway by selecting the cis isomer of GPP as an alternative precursor and achieve high titer monoterpene production.
- Codruta Ignea
- , Morten H. Raadam
- & Sotirios C. Kampranis
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Article
| Open AccessProgrammable biomolecular switches for rewiring flux in Escherichia coli
Current flux rewiring technologies in metabolic engineering are mainly transcriptional regulation. Here, the authors build two sets of controllable protein units using engineered viral proteases and proteolytic signals, and utilize for increasing titers of shikimate and D-xylonate in E. coli.
- Cong Gao
- , Jianshen Hou
- & Liming Liu
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Article
| Open AccessA CRISPR-Cas12a-derived biosensing platform for the highly sensitive detection of diverse small molecules
Bacterial allosteric transcription factors can sense and respond to a variety of small molecules. Here the authors present CaT-SMelor which uses Cas12a and allosteric transcription factors to detect small molecules in the nanomolar range.
- Mindong Liang
- , Zilong Li
- & Li-Xin Zhang
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Article
| Open AccessA standard for near-scarless plasmid construction using reusable DNA parts
Construction of plasmids from multiple fragments often uses customised parts and leaves scars where fragments are joined. Here the authors develop a method for barcoding fragments and constructing plasmids in a scarless manner from a collection of standard parts.
- Xiaoqiang Ma
- , Hong Liang
- & Kang Zhou
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Article
| Open AccessOptogenetic control of Bacillus subtilis gene expression
Bacillus subtilis has complex spatial and temporal gene expression patterns but currently lacks optogenetic tools to explore these processes. Here the authors import and debug a cyanobacterial green light sensor pathway and show that it enables precise optical control of gene expression.
- Sebastian M. Castillo-Hair
- , Elliot A. Baerman
- & Jeffrey J. Tabor
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Article
| Open AccessEnvironmental conditions shape the nature of a minimal bacterial genome
Minimal bacterial genomes still contain hundreds of genes of unknown function. Here the authors use in silico annotation methods and identify the environmental factors shaping a minimal genome.
- Magdalena Antczak
- , Martin Michaelis
- & Mark N. Wass
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Article
| Open AccessRole of network-mediated stochasticity in mammalian drug resistance
The role of gene expression noise in the evolution of drug resistance in mammalian cells is unclear. Here, by uncoupling noise from mean expression of a drug resistance gene in CHO cells the authors show that noisy expression aids adaptation to high drug levels, but delays it at low drug levels.
- Kevin S. Farquhar
- , Daniel A. Charlebois
- & Gábor Balázsi
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Article
| Open AccessProgrammable mutually exclusive alternative splicing for generating RNA and protein diversity
Alternative splicing expands the genetic coding capacity and proteomic diversity of the cell. Here the authors create a synthetic biology platform for regulating four programmable exons in modular transcription factors.
- Melina Mathur
- , Cameron M. Kim
- & Christina D. Smolke
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Article
| Open AccessCOMPASS for rapid combinatorial optimization of biochemical pathways based on artificial transcription factors
Metabolic engineering requires the balancing of gene expression to obtain optimal output. Here the authors present COMPASS – COMbinatorial Pathway ASSembly – which uses plant-derived artificial transcription factors and cloning of thousands of DNA constructs in parallel to rapidly optimise pathways.
- Gita Naseri
- , Jessica Behrend
- & Bernd Mueller-Roeber
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Article
| Open AccessTerminator-free template-independent enzymatic DNA synthesis for digital information storage
Adoption of DNA as a data storage medium could be accelerated with specialized synthesis processes and codecs. The authors describe TdT-mediated DNA synthesis in which data is stored in transitions between non-identical nucleotides and the use of synchronization markers to provide error tolerance.
- Henry H. Lee
- , Reza Kalhor
- & George M. Church
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Comment
| Open AccessBuilding a global alliance of biofoundries
Biofoundries provide an integrated infrastructure to enable the rapid design, construction, and testing of genetically reprogrammed organisms for biotechnology applications and research. Many biofoundries are being built and a Global Biofoundry Alliance has recently been established to coordinate activities worldwide.
- Nathan Hillson
- , Mark Caddick
- & Paul S. Freemont
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Article
| Open AccessControlling CRISPR-Cas9 with ligand-activated and ligand-deactivated sgRNAs
Control of CRISPR-Cas9 activity allows for fine-tuning of editing and gene expression. Here the authors use gRNAs modified with RNA aptamers to enable small molecule control in bacterial systems.
- Kale Kundert
- , James E. Lucas
- & Tanja Kortemme
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Article
| Open AccessSwitching the activity of Cas12a using guide RNA strand displacement circuits
Cas12a is a useful alternative to Cas9 for genome editing and regulation. Here the authors design strand displacement gRNAs that can add functionality to Cas12a by acting as multi-input logic gates.
- Lukas Oesinghaus
- & Friedrich C. Simmel
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Article
| Open AccessA modular degron library for synthetic circuits in mammalian cells
One method of controlling protein degradation is through the use of degrons. Here the authors present a toolbox of characterised degrons as a library to fine-tune biological gene-expression systems. Its application is demonstrated by a set of tunable synthetic pulse generators in mammalian cells.
- Hélène Chassin
- , Marius Müller
- & Martin Fussenegger
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Article
| Open AccessMechanism-based tuning of insect 3,4-dihydroxyphenylacetaldehyde synthase for synthetic bioproduction of benzylisoquinoline alkaloids
Bioproduction of tetrahydropapaveroline (THP) is limited by the specificity of monoamine oxidase (MAO). Here, the authors identify an insect 3,4-dihydroxyphenylacetaldehyde synthase (DHPAAS) that can bypass MAO for direct aldehyde production and demonstrate bifunctional switching of DHPAAS for efficient THP production.
- Christopher J. Vavricka
- , Takanobu Yoshida
- & Akihiko Kondo
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Article
| Open AccessSpatiotemporal control of coacervate formation within liposomes
The understanding of liquid-liquid phase separation is crucial to cell biology and benefits from cell-mimicking in vitro assays. Here, the authors develop a microfluidic platform to study coacervate formation inside liposomes and show the potential of these hybrid systems to create synthetic cells.
- Siddharth Deshpande
- , Frank Brandenburg
- & Cees Dekker
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Article
| Open AccessPlug-and-play metabolic transducers expand the chemical detection space of cell-free biosensors
The range of chemicals detectable by cell-free systems is still limited. Here the authors combine metabolic cascades with transcription factor networks to detect small molecules in complex environments.
- Peter L. Voyvodic
- , Amir Pandi
- & Jerome Bonnet
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Article
| Open AccessEfficient allelic-drive in Drosophila
Gene-drives use CRISPR-Cas9 to be transmitted in a super-Mendelian fashion. Here the authors develop an allelic-drive for selective inheritance of a desired allele.
- Annabel Guichard
- , Tisha Haque
- & Ethan Bier
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Article
| Open AccessDecoupling tRNA promoter and processing activities enables specific Pol-II Cas9 guide RNA expression
The utility of CRISPR-based technologies could be enhanced with the ability to control the spatial and temporal expression of gRNAs. Here the authors design a tRNA scaffold for highly specific gRNA production from a Pol II promoter.
- David J. H. F. Knapp
- , Yale S. Michaels
- & Tudor A. Fulga
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Article
| Open AccessConstructing a synthetic pathway for acetyl-coenzyme A from one-carbon through enzyme design
The microbial synthesis of carbon-containing compounds from single carbon precursors is desirable, yet designed pathways to achieve this goal overlap with host metabolism. Here the authors design a de novo metabolic pathway to assimilate formaldehyde into acetyl-CoA that does not overlap with known metabolic networks.
- Xiaoyun Lu
- , Yuwan Liu
- & Huifeng Jiang
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Article
| Open AccessArtificial photosynthetic cell producing energy for protein synthesis
Artificial cells need to be supplied with ATP as they lack internal systems of energy generation. Here the authors reconstruct ATP synthase and bacteriorhodopsins for light-driven ATP generation, powering transcription and translation.
- Samuel Berhanu
- , Takuya Ueda
- & Yutetsu Kuruma
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Article
| Open AccessA gRNA-tRNA array for CRISPR-Cas9 based rapid multiplexed genome editing in Saccharomyces cerevisiae
Strain engineering is increasingly the bottleneck step in synthetic biology workflows. Here the authors present GTR-CRISPR for rapid, multiplexed engineering of yeast metabolic pathways.
- Yueping Zhang
- , Juan Wang
- & Zihe Liu
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Article
| Open AccessAssembly and functionality of the ribosome with tethered subunits
The tethered ribosome system Ribo-T supports cell proliferation though at a reduced rate. Here the authors show this is due to slower ribosome assembly instead of reduced functionality.
- Nikolay A. Aleksashin
- , Margus Leppik
- & Alexander S. Mankin
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Article
| Open AccessAdaptive laboratory evolution of a genome-reduced Escherichia coli
Genome-reduced bacteria often show impaired growth under laboratory conditions. Here the authors use adaptive laboratory evolution to optimise growth performance and show transcriptome and translatome-wide remodeling of the organism.
- Donghui Choe
- , Jun Hyoung Lee
- & Byung-Kwan Cho
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Article
| Open AccessPrecise tuning of gene expression levels in mammalian cells
Analogue regulation of gene expression is important for normal function in mammals but existing genetic technologies are designed to achieve ON/OFF control. Here the authors develop synthetic microRNA silencing-mediated fine-tuners (miSFITs) to precisely control target gene expression levels.
- Yale S. Michaels
- , Mike B. Barnkob
- & Tudor A. Fulga
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Article
| Open AccessEngineer chimeric Cas9 to expand PAM recognition based on evolutionary information
The genomic locations that can be targeted for editing by CRISPR are limited by the presence of the nuclease-specific PAM sequence. Here, the authors show PAM recognition can be expanded by replacing the key region in the PAM interaction domain of SaCas9 with the corresponding region of SaCas9 orthologs.
- Dacheng Ma
- , Zhimeng Xu
- & Zhen Xie
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Article
| Open AccessHierarchical composition of reliable recombinase logic devices
Genetic logic devices allow the host cell to incorporate multiple inputs to determine output behaviour. Here the authors provide a framework for engineering reliable recombinase-based devices and demonstrate 4-input logic in a multicellular system.
- Sarah Guiziou
- , Pauline Mayonove
- & Jerome Bonnet
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Article
| Open AccessA unifying framework for interpreting and predicting mutualistic systems
Biological complexity has impeded our ability to predict the dynamics of mutualistic interactions. Here, the authors deduce a general rule to predict outcomes of mutualistic systems and introduce an approach that permits making predictions even in the absence of knowledge of mechanistic details.
- Feilun Wu
- , Allison J. Lopatkin
- & Lingchong You
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Article
| Open AccessAnti-CRISPR-mediated control of gene editing and synthetic circuits in eukaryotic cells
Anti-CRISPR proteins derived from phage can abrogate CRISPR activity. The authors repurpose these molecules for demonstrating genomic write-protection and pre-programmed gene expression circuits.
- Muneaki Nakamura
- , Prashanth Srinivasan
- & Lei S. Qi