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Title: In vivo biosensors: mechanisms, development, and applications

Journal Article · · Journal of Industrial Microbiology and Biotechnology
 [1];  [2];  [3]
  1. 0000 0004 0637 0221 grid.185448.4 Metabolic Engineering Research Laboratory, Science and Engineering Institutes Agency for Science, Technology and Research Singapore Singapore, 0000 0000 9931 8406 grid.48166.3d Beijing Advanced Innovation Center for Soft Matter Science and Engineering Beijing University of Chemical Technology Beijing People’s Republic of China
  2. 0000 0004 0637 0221 grid.185448.4 Metabolic Engineering Research Laboratory, Science and Engineering Institutes Agency for Science, Technology and Research Singapore Singapore
  3. 0000 0004 0637 0221 grid.185448.4 Metabolic Engineering Research Laboratory, Science and Engineering Institutes Agency for Science, Technology and Research Singapore Singapore, 0000 0000 9931 8406 grid.48166.3d Beijing Advanced Innovation Center for Soft Matter Science and Engineering Beijing University of Chemical Technology Beijing People’s Republic of China, 0000 0004 1936 9991 grid.35403.31 Department of Chemical and Biomolecular Engineering University of Illinois at Urbana-Champaign Urbana IL USA

Abstract In vivo biosensors can recognize and respond to specific cellular stimuli. In recent years, biosensors have been increasingly used in metabolic engineering and synthetic biology, because they can be implemented in synthetic circuits to control the expression of reporter genes in response to specific cellular stimuli, such as a certain metabolite or a change in pH. There are many types of natural sensing devices, which can be generally divided into two main categories: protein-based and nucleic acid-based. Both can be obtained either by directly mining from natural genetic components or by engineering the existing genetic components for novel specificity or improved characteristics. A wide range of new technologies have enabled rapid engineering and discovery of new biosensors, which are paving the way for a new era of biotechnological progress. Here, we review recent advances in the design, optimization, and applications of in vivo biosensors in the field of metabolic engineering and synthetic biology.

Sponsoring Organization:
USDOE
Grant/Contract Number:
SC0018260
OSTI ID:
1773513
Journal Information:
Journal of Industrial Microbiology and Biotechnology, Journal Name: Journal of Industrial Microbiology and Biotechnology Vol. 45 Journal Issue: 7; ISSN 1367-5435
Publisher:
Oxford University PressCopyright Statement
Country of Publication:
Germany
Language:
English
Citation Metrics:
Cited by: 34 works
Citation information provided by
Web of Science

References (195)

Medium-Throughput Screen of Microbially Produced Serotonin via a G-Protein-Coupled Receptor-Based Sensor journal May 2017
Development of Artificial Riboswitches for Monitoring of Naringenin In Vivo journal August 2017
Visualization of Imbalances in Sulfur Assimilation and Synthesis of Sulfur-Containing Amino Acids at the Single-Cell Level journal August 2013
Strategy for directing combinatorial genome engineering in Escherichia coli journal June 2012
Efficient yeast ChIP-Seq using multiplex short-read DNA sequencing journal January 2009
Genetically-encoded nanosensor for quantitative monitoring of methionine in bacterial and yeast cells journal September 2014
Engineering a Lysine-ON Riboswitch for Metabolic Control of Lysine Production in Corynebacterium glutamicum journal July 2015
Engineering metabolism through dynamic control journal August 2015
Programming adaptive control to evolve increased metabolite production journal October 2013
Transcription Factor-Based Screens and Synthetic Selections for Microbial Small-Molecule Biosynthesis journal September 2012
Reengineering a Natural Riboswitch by Dual Genetic Selection journal November 2007
DCEO Biotechnology: Tools To Design, Construct, Evaluate, and Optimize the Metabolic Pathway for Biosynthesis of Chemicals journal April 2017
Rapid ester biosynthesis screening reveals a high activity alcohol- O -acyltransferase (AATase) from tomato fruit journal March 2016
Lactose‐induced expression of Bacillus sp. TS‐23 amylase gene in Escherichia coli regulated by a T7 promoter journal May 1997
Construction of lycopene-overproducing Saccharomyces cerevisiae by combining directed evolution and metabolic engineering journal July 2015
Engineering an Acinetobacter regulon for biosensing and high-throughput enzyme screening in E. coli via flow cytometry journal May 2014
Identifying high-affinity aptamer ligands with defined cross-reactivity using high-throughput guided systematic evolution of ligands by exponential enrichment journal May 2015
Transcription factor-based biosensors in biotechnology: current state and future prospects journal October 2015
Self-induced metabolic state switching by a tunable cell density sensor for microbial isopropanol production journal July 2015
Rosetta comparative modeling for library design: Engineering alternative inducer specificity in a transcription factor: A Comparative Approach for Protein Design journal May 2015
Modular Riboswitch Toolsets for Synthetic Genetic Control in Diverse Bacterial Species journal July 2014
Engineering dynamic pathway regulation using stress-response promoters journal October 2013
Functional GFP-metallothionein fusion protein from Tetrahymena thermophila: a potential whole-cell biosensor for monitoring heavy metal pollution and a cell model to study metallothionein overproduction effects journal January 2014
Genetically assembled fluorescent biosensor for in situ detection of bio-synthesized alkanes journal June 2015
Naringenin degradation by the endophytic diazotroph Herbaspirillum seropedicae SmR1 journal November 2012
A riboswitch sensor to determine vitamin B12 in fermented foods journal May 2015
A double-enzyme-coupled assay for high-throughput screening of succinic acid-producing strains journal March 2013
Development of a fraction collection approach in capillary electrophoresis SELEX for aptamer selection journal January 2015
Selection of DNA aptamers for ovarian cancer biomarker HE4 using CE-SELEX and high-throughput sequencing journal April 2015
Engineering Transcriptional Regulator Effector Specificity Using Computational Design and In Vitro Rapid Prototyping: Developing a Vanillin Sensor journal August 2015
Aptamers for allosteric regulation journal July 2011
Dynamic regulation of metabolic flux in engineered bacteria using a pathway-independent quorum-sensing circuit journal February 2017
Metabolic engineering of microorganisms for biofuels production: from bugs to synthetic biology to fuels journal December 2008
Identification of the Cadmium-Inducible Hansenula polymorpha SEO1 Gene Promoter by Transcriptome Analysis and Its Application to Whole-Cell Heavy-Metal Detection Systems journal July 2007
Screening of an Escherichia coli promoter library for a phenylalanine biosensor journal May 2016
A Toolbox of Genetically Encoded FRET-Based Biosensors for Rapid l-Lysine Analysis journal September 2016
Model-driven evaluation of the production potential for growth-coupled products of Escherichia coli journal May 2010
A rapid enzymatic assay for high-throughput screening of adenosine-producing strains: A rapid enzymatic assay for adenosine journal January 2015
Microbial sensors for small molecules: Development of a mevalonate biosensor journal January 2007
Biosensor-based engineering of biosynthetic pathways journal December 2016
Pathway optimization and key enzyme evolution of N-acetylneuraminate biosynthesis using an in vivo aptazyme-based biosensor journal September 2017
A genetically encoded Förster resonance energy transfer sensor for monitoring in vivo trehalose-6-phosphate dynamics journal April 2015
Engineering synthetic recursive pathways to generate non-natural small molecules journal May 2012
A tightly inducible riboswitch system in <i>Synechocystis</i> sp. PCC 6803 journal January 2016
History of the G Protein–Coupled Receptor (GPCR) Assays From Traditional to a State-of-the-Art Biosensor Assay journal January 2014
Bacterial Riboswitches Cooperatively Bind Ni 2+ or Co 2+ Ions and Control Expression of Heavy Metal Transporters journal March 2015
Emerging Approaches to GPCR Ligand Screening for Drug Discovery journal November 2015
Maltose Utilization as a Novel Selection Strategy for Continuous Evolution of Microbes with Enhanced Metabolite Production journal September 2017
A Heritable Recombination System for Synthetic Darwinian Evolution in Yeast journal August 2012
Engineering an NADPH/NADP + Redox Biosensor in Yeast journal July 2016
Development of a Transcription Factor-Based Lactam Biosensor journal November 2016
Analysis of amino acid substitutions in AraC variants that respond to triacetic acid lactone: Analysis of Arac Variants that Respond to TAL journal January 2016
Engineered microbial biosensors based on bacterial two-component systems as synthetic biotechnology platforms in bioremediation and biorefinery journal April 2017
Design and engineering of intracellular-metabolite-sensing/regulation gene circuits in Saccharomyces cerevisiae : Engineering Gene Circuits in journal July 2015
Biosensor-assisted transcriptional regulator engineering for Methylobacterium extorquens AM1 to improve mevalonate synthesis by increasing the acetyl-CoA supply journal January 2017
Programmable probiotics for detection of cancer in urine journal May 2015
Programmed Evolution for Optimization of Orthogonal Metabolic Output in Bacteria journal February 2015
Construction of malate-sensing Escherichia coli by introduction of a novel chimeric two-component system journal November 2014
An Enzymatic Assay for High-Throughput Screening of Cytidine-Producing Microbial Strains journal March 2015
Exploring Lysine Riboswitch for Metabolic Flux Control and Improvement of l -Lysine Synthesis in Corynebacterium glutamicum journal November 2014
Modularity of Select Riboswitch Expression Platforms Enables Facile Engineering of Novel Genetic Regulatory Devices journal January 2013
Engineering of synthetic, stress-responsive yeast promoters journal June 2016
Altered sterol composition renders yeast thermotolerant journal October 2014
Evolving the l-lysine high-producing strain of Escherichia coli using a newly developed high-throughput screening method journal July 2016
Programming cells by multiplex genome engineering and accelerated evolution journal July 2009
Evolution of a chimeric aspartate kinase for L-lysine production using a synthetic RNA device journal May 2015
Fundamental Design Principles for Transcription-Factor-Based Metabolite Biosensors journal August 2017
Genetically encoded sensors enable real-time observation of metabolite production journal February 2016
Utilizing a highly responsive gene, yhjX, in E. coli based production of 1,4-butanediol journal November 2013
Hi-Fi SELEX: A high-fidelity digital-PCR based therapeutic aptamer discovery platform: The Hi-Fi SELEX Aptamer Discovery Platform journal April 2015
Discovery and engineering of a 1-butanol biosensor in Saccharomyces cerevisiae journal December 2017
SensiPath: computer-aided design of sensing-enabling metabolic pathways journal April 2016
Recurrent RNA motifs as scaffolds for genetically encodable small-molecule biosensors journal January 2017
Increased Malonyl Coenzyme A Biosynthesis by Tuning the Escherichia coli Metabolic Network and Its Application to Flavanone Production journal July 2009
Flux Control at the Malonyl-CoA Node through Hierarchical Dynamic Pathway Regulation in Saccharomyces cerevisiae journal January 2016
Developing a high-throughput screening method for threonine overproduction based on an artificial promoter journal August 2015
Developing a Genetically Encoded, Cross-Species Biosensor for Detecting Ammonium and Regulating Biosynthesis of Cyanophycin journal June 2017
Optimization of a whole-cell biocatalyst by employing genetically encoded product sensors inside nanolitre reactors journal July 2015
Autonomous production of 1,4-butanediol via a de novo biosynthesis pathway in engineered Escherichia coli journal May 2015
Quorum-sensing linked RNA interference for dynamic metabolic pathway control in Saccharomyces cerevisiae journal May 2015
Evaluation of zraP gene expression characteristics and construction of a lead (Pb) sensing and removal system in a recombinant Escherichia coli journal November 2014
Ribozyme-Based Aminoglycoside Switches of Gene Expression Engineered by Genetic Selection in S. cerevisiae journal May 2014
Designed cell consortia as fragrance-programmable analog-to-digital converters journal January 2017
Genome-scale metabolic network modeling results in minimal interventions that cooperatively force carbon flux towards malonyl-CoA journal September 2011
Fluorescent sensors reporting the activity of ammonium transceptors in live cells journal July 2013
The Case for RNA journal November 2010
Structural basis of lipid biosynthesis regulation in Gram-positive bacteria journal August 2006
Exploiting nongenetic cell-to-cell variation for enhanced biosynthesis journal March 2016
Engineered fumarate sensing Escherichia coli based on novel chimeric two-component system journal December 2013
Engineering and In Vivo Applications of Riboswitches journal June 2017
Quorum Sensing in Bacteria journal October 2001
RNAi-Assisted Genome Evolution in Saccharomyces cerevisiae for Complex Phenotype Engineering journal May 2014
De novo design of a synthetic riboswitch that regulates transcription termination journal December 2012
Development of Colorimetric-Based Whole-Cell Biosensor for Organophosphorus Compounds by Engineering Transcription Regulator DmpR journal July 2016
Using a Riboswitch Sensor to Examine Coenzyme B12 Metabolism and Transport in E. coli journal July 2010
Engineering Modular Biosensors to Confer Metabolite-Responsive Regulation of Transcription journal October 2016
Dynamic regulation of gene expression using sucrose responsive promoters and RNA interference in Saccharomyces cerevisiae journal April 2015
Engineering prokaryotic transcriptional activators as metabolite biosensors in yeast journal September 2016
FapR, a Bacterial Transcription Factor Involved in Global Regulation of Membrane Lipid Biosynthesis journal May 2003
Genome-wide identification of target genes of a mating-type α-domain transcription factor reveals functions beyond sexual development: Target genes of a mating-type transcription factor journal March 2015
Engineering Static and Dynamic Control of Synthetic Pathways journal January 2010
Design of a dynamic sensor-regulator system for production of chemicals and fuels derived from fatty acids journal March 2012
Development of Transcription Factor-Based Designer Macrolide Biosensors for Metabolic Engineering and Synthetic Biology journal August 2017
Yeast Oligo-Mediated Genome Engineering (YOGE) journal November 2013
Development of a Synthetic Malonyl-CoA Sensor in Saccharomyces cerevisiae for Intracellular Metabolite Monitoring and Genetic Screening journal July 2015
Modification of response behavior of zinc sensing HydHG two-component system using a self-activation loop and genomic integration journal November 2012
Genetic Screens and Selections for Small Molecules Based on a Synthetic Riboswitch That Activates Protein Translation journal October 2004
Systematic Design of a Quorum Sensing-Based Biosensor for Enhanced Detection of Metal Ion in Escherichia Coli journal June 2016
Toward a Generalized and High-throughput Enzyme Screening System Based on Artificial Genetic Circuits journal December 2013
Naringenin-responsive riboswitch-based fluorescent biosensor module for Escherichia coli co-cultures : Use of an Aptasensor for Flavonoid Screening in E.coli Co-culture journal June 2017
Engineering chimeric two-component system into Escherichia coli from Paracoccus denitrificans to sense methanol journal June 2017
Customized optimization of metabolic pathways by combinatorial transcriptional engineering journal June 2012
Recent Advances in Biosensor Technology for Potential Applications – An Overview journal February 2016
A fluorescence resonance energy transfer (FRET)-based redox sensor reveals physiological role of thioredoxin in the yeast Saccharomyces cerevisiae journal February 2013
Programmable bacteria detect and record an environmental signal in the mammalian gut journal March 2014
Rapid Diversification of BetI-Based Transcriptional Switches for the Control of Biosynthetic Pathways and Genetic Circuits journal March 2016
Intermediate-sensor assisted push–pull strategy and its application in heterologous deoxyviolacein production in Escherichia coli journal January 2016
The hydH/G genes from Escherichia coli code for a zinc and lead responsive two-component regulatory system journal March 2001
Recent Advances in Structure-Based Drug Design Targeting Class A G Protein-Coupled Receptors Utilizing Crystal Structures and Computational Simulations journal July 2017
Regulatable and Modulable Background Expression Control in Prokaryotic Synthetic Circuits by Auxiliary Repressor Binding Sites journal September 2015
Capillary Electrophoresis–SELEX Selection of Catalytic DNA Aptamers for a Small-Molecule Porphyrin Target journal January 2013
Synthetic Gene Circuit-Mediated Monitoring of Endogenous Metabolites: Identification of GAL11 as a Novel Multicopy Enhancer of S -Adenosylmethionine Level in Yeast journal January 2013
Engineering Escherichia coli to sense acidic amino acids by introduction of a chimeric two-component system journal June 2015
A theophylline responsive riboswitch based on helix slipping controls gene expression in vivo journal February 2004
The multiple antibiotic resistance regulator MarR is a copper sensor in Escherichia coli journal November 2013
Next-generation RNA-based fluorescent biosensors enable anaerobic detection of cyclic di-GMP journal July 2016
A Genetically Encoded FRET Lactate Sensor and Its Use To Detect the Warburg Effect in Single Cancer Cells journal February 2013
Design and Kinetic Analysis of a Hybrid Promoter–Regulator System for Malonyl-CoA Sensing in Escherichia coli journal November 2013
A Synthetic Hybrid Promoter for Xylose-Regulated Control of Gene Expression in Saccharomyces Yeasts journal December 2016
Evolution-guided optimization of biosynthetic pathways journal December 2014
Imaging metabolite dynamics in living cells using a Spinach-based riboswitch journal May 2015
An enzyme-coupled biosensor enables (S)-reticuline production in yeast from glucose journal May 2015
Regulation of iron-sulphur cluster homeostasis through transcriptional control of the Isc pathway by [2Fe-2S]-IscR in Escherichia coli : Homeostatic autoregulation requires [2Fe-2S]-IscR journal October 2012
Engineering an allosteric transcription factor to respond to new ligands journal December 2015
Biosensor-driven adaptive laboratory evolution of l-valine production in Corynebacterium glutamicum journal November 2015
A high-throughput approach to identify genomic variants of bacterial metabolite producers at the single-cell level journal January 2012
Genetically encoded FRET-based nanosensor for in vivo measurement of leucine journal December 2013
Dynamic metabolic engineering: New strategies for developing responsive cell factories journal April 2015
Exploring the origins of selectivity in soluble epoxide hydrolase from Bacillus megaterium journal January 2017
Microfluidic high-throughput culturing of single cells for selection based on extracellular metabolite production or consumption journal April 2014
Whole-cell biosensor of cellobiose and application to wood decay detection journal December 2016
Design of an ectoine-responsive AraC mutant and its application in metabolic engineering of ectoine biosynthesis journal July 2015
Imaging Mitochondrial Flux in Single Cells with a FRET Sensor for Pyruvate journal January 2014
Engineering modular ‘ON’ RNA switches using biological components journal September 2013
RNA-Based Fluorescent Biosensors for Live Cell Imaging of Second Messengers Cyclic di-GMP and Cyclic AMP-GMP journal March 2013
GPCR-Based Chemical Biosensors for Medium-Chain Fatty Acids journal May 2015
Biosensor-Enabled Directed Evolution to Improve Muconic Acid Production in Saccharomyces cerevisiae journal August 2017
Sense and sensitivity in bioprocessing — detecting cellular metabolites with biosensors journal October 2017
Screening for Enhanced Triacetic Acid Lactone Production by Recombinant Escherichia coli Expressing a Designed Triacetic Acid Lactone Reporter
  • Tang, Shuang-Yan; Qian, Shuai; Akinterinwa, Olubolaji
  • Journal of the American Chemical Society, Vol. 135, Issue 27, p. 10099-10103 https://doi.org/10.1021/ja402654z
journal June 2013
Taking Control over Control: Use of Product Sensing in Single Cells to Remove Flux Control at Key Enzymes in Biosynthesis Pathways journal July 2013
Informing Biological Design by Integration of Systems and Synthetic Biology journal March 2011
eZinCh-2: A Versatile, Genetically Encoded FRET Sensor for Cytosolic and Intraorganelle Zn 2+ Imaging journal July 2015
Broad-host-range expression vectors that carry the l-arabinose-inducible Escherichia coli araBAD promoter and the araC regulator journal February 1999
Improving fatty acids production by engineering dynamic pathway regulation and metabolic control journal July 2014
Automated physics-based design of synthetic riboswitches from diverse RNA aptamers journal November 2015
A Synthetic Multifunctional Mammalian pH Sensor and CO2 Transgene-Control Device journal August 2014
Electrode Systems for Continuous Monitoring in Cardiovascular Surgery journal October 1962
Whole-cell Escherichia coli lactate biosensor for monitoring mammalian cell cultures during biopharmaceutical production : Whole-cell journal February 2017
Oxygen-responsive genetic circuits constructed in Synechocystis sp. PCC 6803 : Oxygen-Responsive Gene Circuits for journal September 2015
A synthetic suicide riboswitch for the high-throughput screening of metabolite production in Saccharomyces cerevisiae journal March 2015
Improving lycopene production in Escherichia coli by engineering metabolic control journal May 2000
Bacterial XylRs and synthetic promoters function as genetically encoded xylose biosensors in Saccharomyces cerevisiae journal August 2014
Synthetic biosensors for precise gene control and real-time monitoring of metabolites journal July 2015
Bacterial FadR and synthetic promoters function as modular fatty acid sensor- regulators in Saccharomyces cerevisiae journal May 2013
Guiding Bacteria with Small Molecules and RNA journal May 2007
Sequential control of biosynthetic pathways for balanced utilization of metabolic intermediates in Saccharomyces cerevisiae journal March 2015
Real-time monitoring of the sugar sensing in Saccharomyces cerevisiae indicates endogenous mechanisms for xylose signaling journal October 2016
Environmental Sensing of Heavy Metals Through Whole Cell Microbial Biosensors: A Synthetic Biology Approach journal September 2014
Structure-Function of the G Protein–Coupled Receptor Superfamily journal January 2013
RegPrecise 3.0 – A resource for genome-scale exploration of transcriptional regulation in bacteria journal January 2013
Negative Feedback Regulation of Fatty Acid Production Based on a Malonyl-CoA Sensor–Actuator journal January 2014
Application of a Genetically Encoded Biosensor for Live Cell Imaging of L-Valine Production in Pyruvate Dehydrogenase Complex-Deficient Corynebacterium glutamicum Strains journal January 2014
Vectors bearing a hybrid trp-lac promoter useful for regulated expression of cloned genes in Escherichia coli journal November 1983
An RNA-Based Fluorescent Biosensor for High-Throughput Analysis of the cGAS-cGAMP-STING Pathway journal December 2016
SoxR as a Single-Cell Biosensor for NADPH-Consuming Enzymes in Escherichia coli journal December 2013
P gas , a Low-pH-Induced Promoter, as a Tool for Dynamic Control of Gene Expression for Metabolic Engineering of Aspergillus niger journal January 2017
Inducible gene expression system by 3-hydroxypropionic acid journal October 2015
Precise metabolic engineering of carotenoid biosynthesis in Escherichia coli towards a low-cost biosensor journal September 2015
Fungal Gene Expression on Demand: an Inducible, Tunable, and Metabolism-Independent Expression System for Aspergillus niger journal March 2011
Synthetic RNA devices to expedite the evolution of metabolite-producing microbes journal January 2013
Deciphering Fur transcriptional regulatory network highlights its complex role beyond iron metabolism in Escherichia coli journal September 2014
FRET-based genetically-encoded sensors for quantitative monitoring of metabolites journal July 2015
Development and substrate specificity screening of an in vivo biosensor for the detection of biomass derived aromatic chemical building blocks journal January 2016
Dynamic control of ERG9 expression for improved amorpha-4,11-diene production in Saccharomyces cerevisiae journal March 2015
Broadening the signal specificity of prokaryotic promoters by modifying cis-regulatory elements associated with a single transcription factor journal January 2012
In Vitro and In Vivo Enzyme Activity Screening via RNA-Based Fluorescent Biosensors for S -Adenosyl- l -homocysteine (SAH) journal May 2016
Landscape and variation of RNA secondary structure across the human transcriptome journal January 2014
Development of biosensors and their application in metabolic engineering journal October 2015
Biosensor-Based Evolution and Elucidation of a Biosynthetic Pathway in Escherichia coli journal February 2017
Precision metabolic engineering: The design of responsive, selective, and controllable metabolic systems journal September 2015
Comparative genomics and evolution of regulons of the LacI-family transcription factors journal June 2014
Designing, construction and characterization of genetically encoded FRET-based nanosensor for real time monitoring of lysine flux in living cells journal June 2016
Functional diversification of ROK-family transcriptional regulators of sugar catabolism in the Thermotogae phylum journal December 2012
RNA Mimics of Green Fluorescent Protein journal July 2011
Expanding Biosensing Abilities through Computer-Aided Design of Metabolic Pathways journal March 2016

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