8 research outputs found
An <i>E. coli</i> Cell-Free Expression Toolbox: Application to Synthetic Gene Circuits and Artificial Cells
Cell-free protein synthesis is becoming a powerful technique
to
construct and to study complex informational processes <i>in
vitro</i>. Engineering synthetic gene circuits in a test tube,
however, is seriously limited by the transcription repertoire of modern
cell-free systems, composed of only a few bacteriophage regulatory
elements. Here, we report the construction and the phenomenological
characterization of synthetic gene circuits engineered with a cell-free
expression toolbox that works with the seven <i>E. coli</i> sigma factors. The <i>E. coli</i> endogenous holoenzyme
E<sub>70</sub> is used as the primary transcription machinery. Elementary
circuit motifs, such as multiple stage cascades, AND gate and negative
feedback loops are constructed with the six other sigma factors, two
bacteriophage RNA polymerases, and a set of repressors. The circuit
dynamics reveal the importance of the global mRNA turnover rate and
of passive competition-induced transcriptional regulation. Cell-free
reactions can be carried out over long periods of time with a small-scale
dialysis reactor or in phospholipid vesicles, an artificial cell system.
This toolbox is a unique platform to study complex transcription/translation-based
biochemical systems <i>in vitro</i>
The All <i>E. coli</i> TX-TL Toolbox 2.0: A Platform for Cell-Free Synthetic Biology
We
report on and provide a detailed characterization of the performance
and properties of a recently developed, all <i>Escherichia coli</i>, cell-free transcription
and translation system. Gene expression is entirely based on the endogenous
translation components and transcription machinery provided by an <i>E. coli</i> cytoplasmic extract, thus expanding the repertoire
of regulatory parts to hundreds of elements. We use a powerful metabolism
for ATP regeneration to achieve more than 2 mg/mL of protein synthesis
in batch mode reactions, and more than 6 mg/mL in semicontinuous mode.
While the strength of cell-free expression is increased by a factor
of 3 on average, the output signal of simple gene circuits and the
synthesis of entire bacteriophages are increased by orders of magnitude
compared to previous results. Messenger RNAs and protein degradation,
respectively tuned using <i>E. coli</i> MazF interferase
and ClpXP AAA+ proteases, are characterized over a much wider range
of rates than the first version of the cell-free toolbox. This system
is a highly versatile cell-free platform to construct complex biological
systems through the execution of DNA programs composed of synthetic
and natural bacterial regulatory parts
Gene Circuit Performance Characterization and Resource Usage in a Cell-Free “Breadboard”
The many successes of synthetic biology
have come in a manner largely
different from those in other engineering disciplines; in particular,
without well-characterized and simplified prototyping environments
to play a role analogous to wind-tunnels in aerodynamics and breadboards
in electrical engineering. However, as the complexity of synthetic
circuits increases, the benefitsin cost savings and design
cycle timeof a more traditional engineering approach can be
significant. We have recently developed an <i>in vitro</i> “breadboard” prototyping platform based on <i>E. coli</i> cell extract that allows biocircuits to operate
in an environment considerably simpler than, but functionally similar
to, <i>in vivo</i>. The simplicity of this system makes
it a promising tool for rapid biocircuit design and testing, as well
as for probing fundamental aspects of gene circuit operation normally
masked by cellular complexity. In this work, we characterize the cell-free
breadboard using real-time and simultaneous measurements of transcriptional
and translational activities of a small set of reporter genes and
a transcriptional activation cascade. We determine the effects of
promoter strength, gene concentration, and nucleoside triphosphate
concentration on biocircuit properties, and we isolate the specific
contributions of essential biomolecular resourcescore RNA
polymerase and ribosomesto overall performance. Importantly,
we show how limits on resources, particularly those involved in translation,
are manifested as reduced expression in the presence of orthogonal
genes that serve as additional loads on the system
Linear DNA for Rapid Prototyping of Synthetic Biological Circuits in an <i>Escherichia coli</i> Based TX-TL Cell-Free System
Accelerating the pace of synthetic
biology experiments requires
new approaches for rapid prototyping of circuits from individual DNA
regulatory elements. However, current testing standards require days
to weeks due to cloning and <i>in vivo</i> transformation.
In this work, we first characterized methods to protect linear DNA
strands from exonuclease degradation in an <i>Escherichia coli</i> based transcription-translation cell-free system (TX-TL), as well
as mechanisms of degradation. This enabled the use of linear DNA PCR
products in TX-TL. We then compared expression levels and binding
dynamics of different promoters on linear DNA and plasmid DNA. We
also demonstrated assembly technology to rapidly build circuits entirely <i>in vitro</i> from separate parts. Using this strategy, we prototyped
a four component genetic switch in under 8 h entirely <i>in vitro.</i> Rapid <i>in vitro</i> assembly has future applications
for prototyping multiple component circuits if combined with predictive
computational models
Preparation of Tethered-Lipid Bilayers on Gold Surfaces for the Incorporation of Integral Membrane Proteins Synthesized by Cell-Free Expression
There
is an increasing interest to express and study membrane proteins
in vitro. New techniques to produce and insert functional membrane
proteins into planar lipid bilayers have to be developed. In this
work, we produce a tethered lipid bilayer membrane (tBLM) to provide
sufficient space for the incorporation of the integral membrane protein
(IMP) Aquaporin Z (AqpZ) between the tBLM and the surface of the sensor.
We use a gold (Au)-coated sensor surface compatible with mechanical
sensing using a quartz crystal microbalance with dissipation monitoring
(QCM-D) or optical sensing using the surface plasmon resonance (SPR)
method. tBLM is produced by vesicle fusion onto a thin gold film,
using phospholipid-polyethylene glycol (PEG) as a spacer. Lipid vesicles
are composed of 1-palmitoyl-2-oleoyl-<i>sn</i>-glycero-3-phosphocholine
(POPC) and 1,2-distearoyl-<i>sn</i>-glycero-3-phosphoethanolamine-<i>N</i>-poly(ethyleneglycol)-2000-<i>N</i>-[3-(2-pyridyldithio)propionate],
so-called DSPE-PEG-PDP, at different molar ratios (respectively, 99.5/0.5,
97.5/2.5, and 95/5 mol %), and tBLM formation is characterized using
QCM-D, SPR, and atomic force technology (AFM). We demonstrate that
tBLM can be produced on the gold surface after rupture of the vesicles
using an α helical (AH) peptide, derived from hepatitis C virus
NS5A protein, to assist the fusion process. A cell-free expression
system producing the E. coli integral
membrane protein Aquaporin Z (AqpZ) is directly incubated onto the
tBLMs for expression and insertion of the IMP at the upper side of
tBLMs. The incorporation of AqpZ into bilayers is monitored by QCM-D
and compared to a control experiment (without plasmid in the cell-free
expression system). We demonstrate that an IMP such as AqpZ, produced
by a cell-free expression system without any protein purification,
can be incorporated into an engineered tBLM preassembled at the surface
of a gold-coated sensor
Semiconductor Nanoplatelets: A New Class of Ultrabright Fluorescent Probes for Cytometric and Imaging Applications
Fluorescent
semiconductor nanoplatelets (NPLs) are a new generation
of fluorescent probes. NPLs are colloidal two-dimensional materials
that exhibit several unique optical properties, including high brightness,
photostability, and extinction coefficients, as well as broad excitation
and narrow emission spectra from the visible to the near-infrared
spectrum. All of these exceptional fluorescence properties make NPLs
interesting nanomaterials for biological applications. However, NPLs
are synthesized in organic solvents and coated with hydrophobic ligands
that render them insoluble in water. A current challenge is to stabilize
NPLs in aqueous media compatible with biological environments. In
this work, we describe a novel method to disperse fluorescent NPLs
in water and functionalize them with different biomolecules for biodetection.
We demonstrate that ligand exchange enables the dispersion of NPLs
in water while maintaining optical properties and long-term colloidal
stability in biological environments. Four different colors of NPLs
were functionalized with biomolecules by random or oriented conformations.
For the first time, we report that our NPLs have a higher brightness
than that of standard fluorophores, like phycoerythrin or Brilliant
Violet 650 (BV 650), for staining cells in flow cytometry. These results
suggest that NPLs are an interesting alternative to common fluorophores
for flow cytometry and imaging applications in multiplexed cellular
targeting
Tuning of Recombinant Protein Expression in <i>Escherichia coli</i> by Manipulating Transcription, Translation Initiation Rates, and Incorporation of Noncanonical Amino Acids
Protein
synthesis in cells has been thoroughly investigated and
characterized over the past 60 years. However, some fundamental issues
remain unresolved, including the reasons for genetic code redundancy
and codon bias. In this study, we changed the kinetics of the <i>Eschrichia coli</i> transcription and translation processes
by mutating the promoter and ribosome binding domains and by using
genetic code expansion. The results expose a counterintuitive phenomenon,
whereby an increase in the initiation rates of transcription and translation
lead to a decrease in protein expression. This effect can be rescued
by introducing slow translating codons into the beginning of the gene,
by shortening gene length or by reducing initiation rates. On the
basis of the results, we developed a biophysical model, which suggests
that the density of co-transcriptional-translation plays a role in
bacterial protein synthesis. These findings indicate how cells use
codon bias to tune translation speed and protein synthesis
Mathematical Modeling of RNA-Based Architectures for Closed Loop Control of Gene Expression
Feedback
allows biological systems to control gene expression precisely
and reliably, even in the presence of uncertainty, by sensing and
processing environmental changes. Taking inspiration from natural
architectures, synthetic biologists have engineered feedback loops
to tune the dynamics and improve the robustness and predictability
of gene expression. However, experimental implementations of biomolecular
control systems are still far from satisfying performance specifications
typically achieved by electrical or mechanical control systems. To
address this gap, we present mathematical models of biomolecular controllers
that enable reference tracking, disturbance rejection, and tuning
of the temporal response of gene expression. These controllers employ
RNA transcriptional regulators to achieve closed loop control where
feedback is introduced <i>via</i> molecular sequestration.
Sensitivity analysis of the models allows us to identify which parameters
influence the transient and steady state response of a target gene
expression process, as well as which biologically plausible parameter
values enable perfect reference tracking. We quantify performance
using typical control theory metrics to characterize response properties
and provide clear selection guidelines for practical applications.
Our results indicate that RNA regulators are well-suited for building
robust and precise feedback controllers for gene expression. Additionally,
our approach illustrates several quantitative methods useful for assessing
the performance of biomolecular feedback control systems