Optogenetic tools are widely used to control gene expression dynamics both in prokaryotic and eukaryotic cells. These tools are used in a variety of biological applications from stem cell differentiation to metabolic engineering. Despite some tools already available in bacteria, no light-inducible system currently exists to control gene expression independently from mammalian transcriptional and/or translational machineries thus working orthogonally to endogenous regulatory mechanisms. Such a tool would be particularly important in synthetic biology, where orthogonality is advantageous to achieve robust activation of synthetic networks. Here we implement, characterize, and optimize a new optogenetic tool in mammalian cells based on a previously published system in bacteria called Opto-T7RNAPs. The tool is orthogonal to the cellular machinery for transcription and consists of a split T7 RNA polymerase coupled with the blue light-inducible magnets system (mammalian OptoT7-mOptoT7). In our study we exploited the T7 polymerase's viral origins to tune our system's expression level, reaching up to an almost 20-fold change activation over the dark control. mOptoT7 is used here to generate mRNA for protein expression, shRNA for protein inhibition, and Pepper aptamer for RNA visualization. Moreover, we show that mOptoT7 can mitigate the gene expression burden when compared to another optogenetic construct. These properties make mOptoT7 a powerful new tool to use when orthogonality and viral RNA species (that lack endogenous RNA modifications) are desired.
Optogenetic tools are widely used to control gene expression dynamics both in prokaryotic and eukaryotic cells. These tools are used in a variety of biological applications from stem cell differentiation to metabolic engineering. Despite some tools already available in bacteria, no light-inducible system currently exists to control gene expression independently from mammalian transcriptional and/or translational machineries thus working orthogonally to endogenous regulatory mechanisms. Such a tool would be particularly important in synthetic biology, where orthogonality is advantageous to achieve robust activation of synthetic networks. Here we implement, characterize, and optimize a new optogenetic tool in mammalian cells based on a previously published system in bacteria called Opto-T7RNAPs. The tool is orthogonal to the cellular machinery for transcription and consists of a split T7 RNA polymerase coupled with the blue light-inducible magnets system (mammalian OptoT7-mOptoT7). In our study we exploited the T7 polymerase's viral origins to tune our system's expression level, reaching up to an almost 20-fold change activation over the dark control. mOptoT7 is used here to generate mRNA for protein expression, shRNA for protein inhibition, and Pepper aptamer for RNA visualization. Moreover, we show that mOptoT7 can mitigate the gene expression burden when compared to another optogenetic construct. These properties make mOptoT7 a powerful new tool to use when orthogonality and viral RNA species (that lack endogenous RNA modifications) are desired.
The ability to precisely control gene
expression in time and space
is essential to answer many open questions in biology ranging from
development to metabolic processes. Traditional studies that investigate
gene expression and function mostly rely on overexpression, knockdowns,
or knockouts of the gene of interest.[1−3] This, however, is done
at the expense of gaining information on the expression dynamics.
In recent years, the field of synthetic biology has helped to address
some of these challenges with the use of small molecule regulators,
offering powerful tools to control gene expression.[4] For example, systems based on gas or food additives have
been used to activate gene expression in the context of genetic circuits.[5−7] However, these approaches are limited by slow dynamics, a lack of
spatial control, and burden on the cellular resources. In synthetic
biology, resource allocation is one of the main problems associated
with engineered genetic circuits. These gene-based networks can create
substantial burden on the cellular machineries challenging their use
for therapy or downstream applications.[8−10]Light-inducible
(“optogenetic”) systems offer major
advantages compared to chemical-based approaches.[11−13] These tools
allow for tight dynamics, spatial and temporal control, and can regulate
gene expression either by activating/repressing genes, or by controlling
protein functions. To date, many optogenetic tools are available for
both bacterial and mammalian cells.[14,15] However, no
optogenetic system can currently be used to produce proteins that
are decoupled from the cellular transcriptional and/or translational
machineries (hereafter referred to as “orthogonal”);
such a tool could be useful for synthetic biology applications where
the performance of gene networks is influenced by the interaction
with the host regulatory processes.An optogenetic system that
functions orthogonally to the cellular
machinery should ideally be independent from all cellular resources.
Complete orthogonality is hard if not impossible to achieve; however,
in bacteria, this was partly addressed with the use of the T7 RNA
polymerase that allows synthetic systems to be decoupled from cellular
transcription regulation mechanisms.[16−19] This polymerase, which originates
from the T7 phage, can transcribe RNA at a very high level and works
orthogonally to the cellular machinery for transcription, making synthetic
circuits that use it more robust and predictable, as suggested by
Segall-Shapiro et al. and Shis and Bennett.[17,18] The T7 RNA polymerase only uses Mg2+ ions and nucleotides
to carry out its function in bacteria and during in vitro reactions.[20] Thus, we hypothesized that
the same properties apply in mammalian cells in vivo, making it independent from the cellular polymerase and transcription
factors (thus being transcriptionally orthogonal for the expression
of the reporter gene). Despite few attempts to use T7 RNA polymerase
in mammalian cells both constitutively or induced by chemicals,[21−27] no optogenetic systems based on this polymerase are currently available,
and no studies exist on how it impacts genetic burden.Here
we implement, characterize, and optimize a new optogenetic
tool in mammalian cells (mOptoT7) that is based on a previously published
optogenetic system in bacteria.[16] This
tool consists of a split T7 polymerase coupled to photoregulators
called Magnets,[28,29] which heterodimerize upon blue
light exposure and return to monomers in the dark. mOptoT7 can carry
out its function both in the cytoplasm and in the nucleus (Figure a),[24] and has the unique characteristic of being orthogonal to
the cellular machinery for transcription. Furthermore, due to its
viral origin, mOptoT7 generates RNA species that are not normally
present in mammalian cells and that lack regulatory sequences at both
the 3′ and 5′ end. By exploiting this feature, we optimize
mOptoT7 expression level to reach a maximum of almost 20-fold change
induction over the dark control. We demonstrate that mOptoT7 can be
used to generate different responses in HEK293T cells, making it an
ideal tool for applications where light induction and orthogonality
are desired. In particular, we induced mRNA and shRNA production for
protein expression and inhibition, respectively, and Pepper RNA aptamer
for RNA visualization. Finally, we showed that, by being transcriptionally
orthogonal, mOptoT7 can be used to reduce gene expression burden compared
to another optogenetic tool.
Figure 1
Implementation of mOpto-T7 in HEK293T cells.
(a) Overview of mOptoT7
function in mammalian cells. When expressed in HEK293T cells, mOptoT7
can transcribe RNA both in the cytoplasm and in the nucleus. Once
it is produced in the cell, mOptoT7 carries out its function independently
from the cellular polymerase and transcription factors, making it
orthogonal to the cellular machinery for transcription of the reporter
gene. (b) Experimental design. mOpto-T7 is transfected in HEK293T
cells together with mRuby3 reporter under the control of the T7 promoter.
IRES2 sequence is used to allow for translation initiation. (c) Flow
cytometry data of mOpto-T7expression after 24 h of constant illumination
in saturating conditions. Background fluorescence from only cells
and only reporter expression is included. D = dark, L = light. (d)
Dose response curve of mOpto-T7 with increasing light illumination.
D = dark, L = light. Measurements were taken at the flow cytometer
after 24 h of constant illumination. (e) Microscopy images of mRuby3
reporter activation from panel c. mCitrine is used as constitutive
color as a measure of transfection efficiency. Scale bar = 100 μm.
(f) Kernel density estimation plot showing mRuby3 expression in the
dark vs saturating light after 24 h of constant blue light illumination.
Flow cytometry data are normalized to the constitutively expressed
mCitrine. Saturating light = 400 μW/cm2.
Implementation of mOpto-T7 in HEK293T cells.
(a) Overview of mOptoT7
function in mammalian cells. When expressed in HEK293T cells, mOptoT7
can transcribe RNA both in the cytoplasm and in the nucleus. Once
it is produced in the cell, mOptoT7 carries out its function independently
from the cellular polymerase and transcription factors, making it
orthogonal to the cellular machinery for transcription of the reporter
gene. (b) Experimental design. mOpto-T7 is transfected in HEK293T
cells together with mRuby3 reporter under the control of the T7 promoter.
IRES2 sequence is used to allow for translation initiation. (c) Flow
cytometry data of mOpto-T7expression after 24 h of constant illumination
in saturating conditions. Background fluorescence from only cells
and only reporter expression is included. D = dark, L = light. (d)
Dose response curve of mOpto-T7 with increasing light illumination.
D = dark, L = light. Measurements were taken at the flow cytometer
after 24 h of constant illumination. (e) Microscopy images of mRuby3
reporter activation from panel c. mCitrine is used as constitutive
color as a measure of transfection efficiency. Scale bar = 100 μm.
(f) Kernel density estimation plot showing mRuby3 expression in the
dark vs saturating light after 24 h of constant blue light illumination.
Flow cytometry data are normalized to the constitutively expressed
mCitrine. Saturating light = 400 μW/cm2.
Results
Characterizing mOptoT7 in Mammalian Cells
To build
a light-inducible system that can function orthogonally to the transcription
machinery of mammalian cells, we implemented an optogenetic tool based
on a split T7 RNA polymerase fused to the Vivid (VVD) derived Magnet
photodimerization system (Opto-T7RNAPs) previously described in bacteria.[16] In the presence of blue light, the Magnets dimerize
and recognize each other due to electrostatic interactions,[28] which leads to the reconstitution of the full,
active protein. We tested different versions of the split T7 polymerase
and found that these did not function better than the previously published
split T7 in terms of fold change (Supplementary Figure S1). We, therefore, proceeded with the published split
site at the amino acid position 563 and created two separate vectors
containing T7(1–563) fused to nMag and T7(564–883) fused
to pMag under the control of EF1α promoter, which we call mOptoT7.
We built a reporter construct containing a full T7 promoter[33] to trigger the expression of mRuby3 and assess
the functionality of our optogenetic tool. Due to the viral nature
of the T7 polymerase, RNAs produced by the polymerase lack a 5′cap
for translation initiation. To allow for initiation of translation,
an IRES2 (Internal Ribosome Entry Site type 2) sequence was added
between the promoter and the gene of interest (Figure b). We started with the characterization
of the system in HEK293T cells by measuring the level of mRuby3 after
24 h of constant blue light illumination. We used a previously published[30] Light Plate Apparatus (LPA), that we optimized
for our illumination experiments in mammalian cell culture conditions
(see Materials and Methods section and Supplementary Figure S2). Light activation led
to an 8-fold increase in fluorescence compared to the dark control
(Figure c). Cell viability
was not affected by the light conditions during the experiment as
shown by Calcein AM assay. (Supplementary Figure S3).We next investigated the response of mOptoT7 to
different light intensities. Reporter fluorescence was measured in
the whole population after 24 h of light illumination using flow cytometry.
As was previously observed in the bacterial T7 RNAP,[16] the cells showed a graded response to light (Figure d).Compared to some
other available blue light systems tested with
our setup,[34,35] mOptoT7 shows a higher sensitivity
to light, making it an ideal system to use when low light is required
for saturating gene expression. To visualize single cell gene expression
variability in response to light, we imaged HEK293T cells after 24
h of constant light illumination, just before flow cytometry measurements
(Figure e, Supplementary Figure S4). Compared to the dark
control, we saw an increased mRuby3 fluorescence, which also shows
a larger heterogeneity. This heterogeneity is likely due to transient
transfection effects,[36] but a different
degradation rate of the mOptoT7 and/or the reporter between cells
cannot be excluded.[37,38] mRuby3+ population showed a relatively
wide distribution, with some cells expressing a very high level of
mRuby3 (Figure f).
Integration of mOptoT7 in the genome using piggyBac transposase did
not result in any activation (data not shown). This is probably due
to the inhibition of mOptoT7 initiation and elongation as described
previously.[25,39]
Optimization of the Mammalian OptoT7 System
An important
advantage of optogenetic systems is the ability to tune gene expression
through different light inputs. To test if we can control the levels
of mRuby3 using mOptoT7, we performed a screen with different light
programs over 24 h illumination period; we also performed a screen
with different durations of the light pulse applied, always using
a saturating light intensity (Figure a and 2b). Measurements were
taken using a flow cytometer. As expected, we observed an increase
in the activation of fluorescence that is proportional to the increase
of light duration in the cycle, with maximal expression reached under
constant light (Figure a). We also observed a change in mRuby3 expression when a different
duration of light is applied. In particular, the system starts showing
light activation with a 3 h light pulse and changes its response proportionally
to the duration of pulses applied (Figure b).
Figure 2
Optimization of mOpto-T7RNAP in HEK293T cells.
(a) Screening through
different light conditions using several programs in which the duty
cycle duration was changed. Illumination was done for 24 h in saturating
conditions. 2:1 ratio of nMag:pMag was used. Cells were measured at
the flow cytometer 24 h from illumination. (b) Screening with different
light durations. Cells were measured at the flow cytometer after 48
h from transfection. Light was used in saturation regime. (c) Screening
through different magnets ratios. Displayed is the reporter activation
after 24 h of constant light illumination under saturating light conditions.
Cells were measured at the flow cytometer. (d) Characterization of
mOptoT7 with NES (nuclear export sequence) and NLS (nuclear localization
sequence). Reporter expression was measured at the flow cytometer
after 24 h of constant light illumination and shows that mOptoT7 can
efficiently transcribe both in the nucleus and in the cytoplasm. (e)
Left: Schematics of the constructs used in this experiment. Right:
fluorescence images of mOptoT7 subunits with NES and NLS fused to
mOrange2 and miRFP670. Images were taken after 24 h of illumination.
Hoechst 33342 was used to label the nucleus. Scale bar, 20 μm.
L = light, D = dark. Flow cytometry data are normalized to the constitutively
expressed mCitrine. Saturating light = 400 μW/cm2.
Optimization of mOpto-T7RNAP in HEK293T cells.
(a) Screening through
different light conditions using several programs in which the duty
cycle duration was changed. Illumination was done for 24 h in saturating
conditions. 2:1 ratio of nMag:pMag was used. Cells were measured at
the flow cytometer 24 h from illumination. (b) Screening with different
light durations. Cells were measured at the flow cytometer after 48
h from transfection. Light was used in saturation regime. (c) Screening
through different magnets ratios. Displayed is the reporter activation
after 24 h of constant light illumination under saturating light conditions.
Cells were measured at the flow cytometer. (d) Characterization of
mOptoT7 with NES (nuclear export sequence) and NLS (nuclear localization
sequence). Reporter expression was measured at the flow cytometer
after 24 h of constant light illumination and shows that mOptoT7 can
efficiently transcribe both in the nucleus and in the cytoplasm. (e)
Left: Schematics of the constructs used in this experiment. Right:
fluorescence images of mOptoT7 subunits with NES and NLS fused to
mOrange2 and miRFP670. Images were taken after 24 h of illumination.
Hoechst 33342 was used to label the nucleus. Scale bar, 20 μm.
L = light, D = dark. Flow cytometry data are normalized to the constitutively
expressed mCitrine. Saturating light = 400 μW/cm2.In addition to using different light input durations,
we sought
to exploit the ability to change the ratio of the mOptoT7 fusion proteins
during transient transfection experiments (Figure c). We observed a variation in both expression
level and fold change with changing pMag-/nMag-fusion ratios. In particular,
the highest expression level was obtained using 1:1 ratio of the magnets
and the highest fold change compared to dark control with an excess
of pMag-fusion (5:1). This last finding is consistent with investigations
about OptoT7 in bacteria in which an increased expression of the pMag-fusion
shows the highest light-induced fold change.[16] Ratiometric control over pMag and nMag levels can thus be used for
further fine-tuning of the mOptoT7 system.Given the viral origin
of the T7 polymerase, mOptoT7 is orthogonal
to the cellular machinery for transcription. To execute its function,
mOptoT7 only requires nucleotides, Mg(2+) ions, and a DNA template,
components that can be found both in the nucleus and in the cytoplasm.[24] In particular, during transient transfection
experiments, plasmids containing the DNA template can be found both
in the cytoplasm and in the nucleus allowing the T7 polymerase to
perform its function in both these compartments.[41] We hypothesized that mOptoT7 will be able to transcribe
RNA very efficiently outside of the nucleus, allowing a complete separation
of transcription activities from the endogenous cellular transcription,
and at the same time concentrating mRNA directly in the cytoplasm.
To test if mOptoT7 can indeed function within and outside the nucleus,
we introduced either a strong nuclear localization sequence (NLS)
or a strong nuclear export sequence (NES) before both subunits of
the mOptoT7 and compared the activities of these constructs with the
original ones without NLS/NES by the measuring mRuby3 fluorescence
after 24 h of blue light illumination in saturating conditions (Figure d). We observed that
fluorescent protein expression levels did not significantly change
between the two variants, supporting the conclusion that mOptoT7 can
transcribe RNA directly and efficiently in the cytoplasm. To investigate
if a small fraction of mOptoT7 still present in the nucleus is responsible
for the observed reporter expression, we performed a control experiment
in which we titrated the mOptoT7 plasmid amount. As expected, the
expression level of the reporter plasmid decreased correspondingly
with the decreasing of the total amount of mOptoT7 plasmid used during
transfection (Supplementary Figure S5).
To confirm the localization of the mOptoT7 in the different cellular
compartments, we next fused a fluorescent protein (either mOrange2
or miRFP670) to each of the mOptoT7 subunits, and imaged the fluorescence
at the microscope 48 h after transfection (Figure e). Supporting our previous results, we observed
a strong nuclear or cytoplasmic localization for the variants with
NLS and NES sequences respectively, while the mOptoT7 without any
localization sequence localized in the whole cell (Supplementary Figure S6). We did not observe a change in localization
after shining constant blue light for 24 h nor did we observe significant
changes when the fluorescent proteins were switched between the two
subunits for the conditions tested (Supplementary Figure S6).
Fine-Tuning of mOptoT7: Exploiting T7 Polymerase Viral Origin
As previously mentioned, the T7 polymerase generates RNA transcripts
that lack 5′ and 3′ UTR modifications. These modifications
are essential in controlling translation initiation and increasing
RNA stability.[40,42] Without them, RNA transcripts
will not be translated and RNA half-life will be short. Thus, to further
fine-tune mOptoT7-mediated reporter expression, we created new variants
of the mOptoT7 by changing 5′ and 3′ UTR sequences independently
(Figure a).
Figure 3
mOptoT7 fine-tuning:
3′ and 5′ UTR modifications.
(a) Experimental design. mOptoT7 is transfected in HEK293T cells together
with reporters containing one or more 5′ (shown in orange)
and 3′ (shown in red) UTR modifications. (b) Testing of 5′
UTR modifications shows different expression levels for different
IRES sequences. CrPV = Cricket paralysis virus; HCV = Hepatitis C
virus; EMCV = encephalomyocarditis virus; PolioV = Polio virus. (c)
Testing of 3′ UTR modifications. Globin = 3′ UTR from
human globin gene; original = no 3′ UTR modification; triplex
= RNA triple-helical structure; polyA = synthetic poly(A) stretch;
ENE = element for nuclear expression. (d) Kernel density estimation
plot of mRuby3 expression with the optimized version of mOptoT7 (V2).
HEK293T cells were transfected with mRuby3-polyA reporter construct
and measured after 24 h of constant blue light in saturating conditions.
(e) New mOptoT7 versions. V1 = original design; V2 = codon optimized
version; V3 = shorter 5′ UTR sequence. V2 shows the highest
expression level, while V3 shows tight light response in saturating
conditions. For all experiments, measurements were taken at the flow
cytometer after 24 h of constant illumination in saturating conditions.
Data are normalized to the constitutively expressed mCitrine. Saturating
light = 400 μW/cm2. D = dark; L = light.
mOptoT7 fine-tuning:
3′ and 5′ UTR modifications.
(a) Experimental design. mOptoT7 is transfected in HEK293T cells together
with reporters containing one or more 5′ (shown in orange)
and 3′ (shown in red) UTR modifications. (b) Testing of 5′
UTR modifications shows different expression levels for different
IRES sequences. CrPV = Cricket paralysis virus; HCV = Hepatitis C
virus; EMCV = encephalomyocarditis virus; PolioV = Polio virus. (c)
Testing of 3′ UTR modifications. Globin = 3′ UTR from
human globin gene; original = no 3′ UTR modification; triplex
= RNA triple-helical structure; polyA = synthetic poly(A) stretch;
ENE = element for nuclear expression. (d) Kernel density estimation
plot of mRuby3 expression with the optimized version of mOptoT7 (V2).
HEK293T cells were transfected with mRuby3-polyA reporter construct
and measured after 24 h of constant blue light in saturating conditions.
(e) New mOptoT7 versions. V1 = original design; V2 = codon optimized
version; V3 = shorter 5′ UTR sequence. V2 shows the highest
expression level, while V3 shows tight light response in saturating
conditions. For all experiments, measurements were taken at the flow
cytometer after 24 h of constant illumination in saturating conditions.
Data are normalized to the constitutively expressed mCitrine. Saturating
light = 400 μW/cm2. D = dark; L = light.Inspired by the different strategies that viruses
have evolved
to initiate translation and stabilize RNA in mammalian cells, we designed
new reporter constructs containing IRES sequences from different type
of viruses, (i) PolioV-IRES (IRES1), (ii) EMCV-IRES (IRES2), (iii)
HCV-IRES (IRES3/4), and (iv) CrpV-IRES (IRES4), upstream of mRuby3
(Figure a) and measured
fluorescence after 24 h of light illumination (Figure b). These sequences are categorized in four
different types according to RNA structure and eIFs (eukaryotic initiation
factors) recruitment, with type 1 being the most complex and recruiting
most factors and type 4 having a simple structure and binding directly
to ribosomal subunits for translation initiation.[43,44] We hypothesized that by recruiting different eIFs, IRES sequences
can be used to generate different expression levels of mOptoT7 reporter
construct. We indeed observed that these structures can titrate different
expression levels of mRuby3. Maximum expression was obtained using
PolioV-IRES, while the lowest expression was obtained using CrPV-IRES.
In particular, due to their simplistic structure and ability to initiate
translation with only few translation elongation factors (eIFs), CrPV-
and HCV-IRES could be of interest for applications that do not require
the use of all cellular resources for translation.Next, we
focused on 3′ UTR modifications. In eukaryotic
cells, endogenous RNA is made bearing 3′ UTR modifications
in the form of a poly(A) stretch. This repetition of (A)s is correlated
with RNA stability, and transcripts that lack poly(A) tails are known
to be short-lived.[45] With the aim of increasing
RNA stability and thus mRuby3 expression in our mOptoT7 reporter,
we created constructs that contain different stabilizing sequences
at the 3′ region of mRuby3: (i) a triple RNA helix (triplex)
that, as described previously,[46] is used
to stabilize noncoding RNAs; (ii) a long stretch of synthetic poly(A)s
to mimic the natural occurring adenylation process; (iii) an element
for nuclear expression (ENE) that, as described previously,[47] is used to stabilize poly(A) transcripts by
sequestrating them in triple helix structures; or (iv) the 3′
UTR of the globin gene, which is known to be rather stable[48] (Figure a). We observed that we could indeed tune reporter expression
levels in a wide range after 24 h of light illumination by changing
the 3′ UTR sequence of the mRuby3 reporter, with maximum expression
obtained using the element for nuclear expression (ENE), and the lowest
expression using the 3′ UTR of the globin gene (Figure c). Interestingly, the addition
of a poly(A) tail not only increased mRuby3 expression, but also increased
the total population that was responsive to light (Figure d and Supplementary Figure S7).Finally, we aimed to create versions of the
mOptoT7 that not only
had higher light-induced expression levels, but also showed reduced
leakiness, as an ideal optogenetic system should satisfy both of these
criteria. Thus, we first created codon optimized versions of the magnets
(V2) that, when combined with the reporter containing the synthetic
poly(A) tail, gave around 20-fold change, low background activity,
and the highest expression (Figure e) compared to the noncodon optimized version (V1).
Induction of mRuby3 reporter fluorescence with our optimized mOptoT7
version (V2) showed the highest fluorescent protein expression as
well as the highest percentage of cells responding to the light input
(Figure d). Almost
50% of the population activates mRuby3 production after illumination
compared to only 15% using the construct before optimization (Supplementary Figure S7). We then created another
version (V3) by modifying the length of the 5′ UTR region of
the optimized mOptoT7 polymerase fusion proteins. We hypothesized
that the length and composition of 5′ UTR sequence will affect
transcription rate and RNA stability. Indeed, we found that by decreasing
the number of nucleotides between the constitutive EF1α promoter
and the start of each subunit of the mOptoT7, we were able to change
its transcription and therefore protein availability, to create a
very tight gene expression system. When light is applied, this version
shows 10-fold change with saturating light and no measurable background
activity (V3, Figure e). This last system is to be preferred in applications for which
tight control in the dark is essential while high expression is not
required.
mOptoT7 Can Be Used to Visualize RNA and Inhibit Gene Expression
We next assessed the ability of mOptoT7 to generate two more outputs
apart from gene expression for a wider range of applications: (i)
RNA production for visualization, and (ii) inhibition of gene expression
(Figure a). Both RNA
visualization and gene expression inhibition were previously shown
using T7 polymerase in mammalian cells,[21] but without the opportunity for dynamic control that is enabled
by optogenetics. For our experiments, we created one vector containing
both subunits of the mOptoT7 so that we could easily use the 1:1 ratio
of the mOptoT7 fusion proteins that showed the highest expression
level.
Figure 4
Protein expression/inhibition and RNA visualization with mOptoT7.
(a) Design of the mOptoT7 vectors for gene expression, inhibition,
and RNA visualization. (b) Testing of the mOptoT7 plasmid with a fluorescent
RNA aptamer (8XPepper) as the output. Images were taken after 30 h
of constant blue light illumination in saturating conditions. Scale
bar, 50 μm. (c) Flow cytometry results of the mOptoT7 vector
with shRNA targeting mCitrine as the output. Cells were measured after
24 h of constant blue light illumination. Data are normalized to the
constitutively expressed mCitrine. Saturating light = 400 μW/cm2.
Protein expression/inhibition and RNA visualization with mOptoT7.
(a) Design of the mOptoT7 vectors for gene expression, inhibition,
and RNA visualization. (b) Testing of the mOptoT7 plasmid with a fluorescent
RNA aptamer (8XPepper) as the output. Images were taken after 30 h
of constant blue light illumination in saturating conditions. Scale
bar, 50 μm. (c) Flow cytometry results of the mOptoT7 vector
with shRNA targeting mCitrine as the output. Cells were measured after
24 h of constant blue light illumination. Data are normalized to the
constitutively expressed mCitrine. Saturating light = 400 μW/cm2.The ability of mOptoT7 to produce RNA species without
5′
and 3′ UTR can be exploited to generate hairpin repeats that
can be visualized after binding with fluorophores or used in downstream
applications. Thus, we next used a Pepper RNA aptamer (8 repeats)
under the control of the T7 promoter to visualize RNA production using
the mCherry fluorophore-like synthetic dye HBC620.[32] RNA production is detected after 24 h of constant light
illumination, while the dark control shows no signal (Figure b). Nontransfected cells stained
using HBC620 show no expression (Supplementary Figure S8a). Cells expressing 8xPepper constitutively in the
presence or absence of light showed a uniform distribution of RNA
within the cell population, and mainly in the cytoplasm (Supplementary Figure S8b). Interestingly, cells
exhibited different patterns of RNA expression, with some cells expressing
many RNA molecules homogeneously diffused and others expressing RNA
in the form of “dots”. This difference in expression
is likely due to different plasmid uptake during transient transfection
experiments.Finally, we wanted to investigate if we can also
use mOptoT7 to
inhibit gene expression. Therefore, we made another vector containing
an shRNA hairpin[49] against mCitrine under
the control of the T7 promoter. We transfected cells with this construct
together with the mOptoT7 and a constitutive mCitrine plasmid and
measured the expression of mCitrine in response to 24 h light exposure
at different intensities (Figure c). We observed that the fluorescent signal decreased
with increasing light intensity, reaching almost 50% of the mCitrine
fluorescence levels in the dark. These results show that mOptoT7 can
also be used to inhibit gene expression through a polymerase that
is orthogonal to the cellular one, highlighting the potential for
the use of mOptoT7 for research questions on gene function.
mOptoT7 Shows Reduced Burden on the Host Cell
Finally,
we wanted to assess the ability of mOptoT7 to avoid gene expression
burden that is commonly exerted by other optogenetic tools that rely
on the recruitment of the cellular polymerase. Given the orthogonality
of mOptoT7 in generating RNA transcripts (transcriptional orthogonality)
(Figure d), we hypothesized
that mOptoT7 will use less overall cellular resources (e.g., polymerase
subunits, eIFs), thereby imposing less burden to the cell. This effect,
if present, could be seen downstream of gene production, by measuring
protein expression levels.To test this, we used mOptoT7 together
with the reporter bearing the IRES2 sequence and a poly(A) tail to
have high expression level of mRuby3. To measure the effect of increasing
mRuby3 expression level in response to light, we used a “sensor
gene” called capacity monitor as previously described.[8] In our case, the capacity monitor consisted of
mCitrine fluorescent protein under the control of EF1α promoter
(Figure a). As comparison,
we used another VVD-based optogenetic tool, called GAVPO.[50] Given that GAVPO has a stronger reporter expression
with light compared to mOptoT7, we replaced the p65 activation domain
with the weaker activation domain VP16,[51] thus making the two systems more comparable (Figure b). In response to increasing light intensity,
we observed an increase in reporter expression for both mOptoT7 and
GAV-VP16, with the latter having a weaker mRuby3 expression level
(Figure b). Interestingly,
when looking at the capacity monitor for both systems, we clearly
saw a sharper decrease in mCitrine expression level with increasing
light intensity when using GAV-VP16, despite having a weaker expression
level for the reporter (Figure c, right) compared to the mOptoT7 reporter expression (Figure c, left). This supports
our hypothesis that mOptoT7 can be used to minimize gene expression
burden. We then tested whether we could see a stronger effect on burden
if a reporter that does not require translational resources was used.
For this, 8XPepper aptamer, used for RNA visualization, was cloned
downstream of mOptoT7 and GAV-VP16’s promoters, respectively.
In response to increasing light intensity, we observed an increase
in RNA transcription for mOptoT7, but not for GAV-VP16. Interestingly,
when looking at the capacity monitor, we clearly saw a decrease in
mCitrine expression level with increasing light intensity for GAV-VP16,
but not for mOptoT7 (Supplementary Figure S9 and Supplementary Figure S10b,c). This further confirms that mOptoT7
can be used to reduce gene expression burden compared to GAV-VP16.
We hypothesize that GAV-VP16 produced very low RNA compared to mOptoT7
and therefore could not be detected using 8XPepper aptamer. However,
the amount produced was sufficient to create a burden on the cell.
This hypothesis is supported by the fact that a strong EF1α
driven 8XPepper plasmid also showed a weaker signal compared to mOptoT7
(Supplementary Figure S10a). To exclude
the possibility that blue light causes this effect, we shined an increasing
amount of light on cells transfected only with the capacity monitor
and measured their expression level after 24 h from illumination.
No decrease in mCitrine levels was observed at the applied light intensities
(Supplementary Figure S11).
Figure 5
mOptoT7 reduces burden
in HEK293T cells. (a,b) Schematics of mOptoT7
and GAV-VP16 used in this experiment. mRuby3 fluorescent protein was
used as reporter color. mCitrine under the control of EF1a promoter
was used as constitutive color (capacity monitor). (c) Dose response
of mOptoT7 (left panel) and GAV-VP16 (right panel) reporter to increasing
light intensity. Data represent the mean of mRuby3 in transfected
cells with either mOptoT7 and GAV-VP16 in dark and light conditions.
(d) Capacity monitor’s response to increasing light intensity
for mOptoT7 (left) and GAV-VP16 (right) shows less reduction in the
expression of mOptoT7 capacity monitor compared to GAV-VP16. D = dark,
L = light. Measurements are taken after 24 h of constant blue light
illumination.
mOptoT7 reduces burden
in HEK293T cells. (a,b) Schematics of mOptoT7
and GAV-VP16 used in this experiment. mRuby3 fluorescent protein was
used as reporter color. mCitrine under the control of EF1a promoter
was used as constitutive color (capacity monitor). (c) Dose response
of mOptoT7 (left panel) and GAV-VP16 (right panel) reporter to increasing
light intensity. Data represent the mean of mRuby3 in transfected
cells with either mOptoT7 and GAV-VP16 in dark and light conditions.
(d) Capacity monitor’s response to increasing light intensity
for mOptoT7 (left) and GAV-VP16 (right) shows less reduction in the
expression of mOptoT7 capacity monitor compared to GAV-VP16. D = dark,
L = light. Measurements are taken after 24 h of constant blue light
illumination.
Discussion
In this study we created mOptoT7, a novel
optogenetic tool in HEK293T
cells based on a split T7 RNA polymerase coupled with the light-responsive
magnet dimers derived from VVD.[16] This
is the first time that an optogenetic system orthogonal to the cellular
transcriptional machinery is applied in mammalian cells. mOptoT7 can
activate downstream gene expression upon light exposure with almost
20-fold change over the dark control and relatively low leakiness
(Figure e). By changing
the 5′ and 3′ UTR ends of the RNA species generated,
we were able to fine-tune mOptoT7 reporter expression creating a wide
range of induction responses. The addition of poly(A) tails at the
3′ UTR of the reporter construct increased not only the expression
level, but also the number of cells that were activated after illumination
(Figure b and Supplementary Figure S7). We showed that mOptoT7
can produce high amounts of RNA when compared to a constitutive promoter
(Supplementary Figure S9 and S10); however,
the protein expression level is low. Therefore, further studies on
optimizing the system should focus on RNA stability and/or translation
efficiency.While we observed heterogeneity in reporter gene
expression upon
light activation of mOptoT7, this is not unlike other optogenetic
tools, especially during transient transfection experiments.[35,36,52] On a more general level, little
is known about the way optogenetic systems affect cellular functions
or how they are affected by cellular state and metabolic stress, complicating
their robust use in different cell lines and conditions.[53,54] Future work should focus on solving some of these problems.We showed that mOptoT7 can efficiently transcribe RNA both in the
cytoplasm and in the nucleus, confirming the independence of the polymerase
from transcriptional resources located in the nuclear compartment.
This property is particularly relevant when compartmentalization of
RNA is desired. Battich et al. showed that nuclear retention of RNA
can filter out noise and explain transcriptional bursts in mammalian
cells.[55] However, until now, no system
is available to investigate and potentially control how the noise
distribution is affected by RNA production in different compartments,
which could also have an application in building synthetic cells.[56]The capability of mOptoT7 to transcribe
RNA in the cytoplasm is
connected to its orthogonality to the cellular machinery. This property
is especially interesting if applied to studying resource allocation
and gene expression burden. Recently, several studies have shown how
burden in mammalian cells is generated through the sharing of cellular
resources both at the transcriptional and translational level.[8,9] The ability to isolate exogenous genes from the cellular resources
can be used, for example, in bioproduction where the stable generation
of a protein over time can have dramatic consequences on its yield
and downstream applications.[59] We showed
that using mOptoT7 to orthogonally generate RNA species (in an inducible
manner) not only helps in reducing burden, but can also help in gaining
a better understanding of the effect of transcriptional resources
on burden as a whole. In this context, the contribution of IRES sequences
that are included in the mOptoT7 reporter are not considered in this
study and require further investigation. Complete independence from
the cellular machineries is extremely challenging to achieve; however,
we showed that decoupling the transcriptional expression of an inducible
gene can be enough to reduce burden on the cell. As such, mOptoT7’s
ability to reduce fluctuations in gene expression (which may arise
due to burden) can support efforts to make genetic circuits and optogenetic
experiments more reliable.Besides orthogonality, another interesting
feature of mOptoT7 is
its ability to generate transcripts that lack endogenous RNA modifications.
In this study we visualize the localization of these transcripts using
Pepper RNA aptamers. Interestingly, we see a mixed response in RNA
production, with some cells showing “dot-like” structures
located mostly around the nucleus. These aggregates could be virus-induced
RNA granules (stress granules) that are formed in response to a viral
infection and can inhibit translation.[57,58] Potentially,
disruption of these granules could further increase mOptoT7 reporter
expression level. However, this remains a theory at this point. As
such, mOptoT7 could be employed to study viral RNA recognition and
degradation in mammalian cells.Studies in bacteria have shown
how the T7 RNA polymerase can be
used to create more robust and stable genetic circuits.[17,60] The ability of mOptoT7 to be induced with light, as well as the
diversity of available T7 variants, can be used as powerful tool to
create synthetic networks with different feedback and feedforward
properties. These genetic circuits can be used for cell-based therapies
and clinical applications where stability and reliability play an
important role.To conclude, in this study we implemented, characterized,
and optimized
a new optogenetic tool in mammalian cells. mOptoT7 has some unique
features that are not shared by any other optogenetic tool currently
available. The orthogonality to the cellular machinery and the viral
RNA origin can be exploited both in synthetic biology and basic science
to gain a better understanding of gene expression processes in mammalian
cells.
Materials and Methods
Cell Culture and Transfection
HEK293T cells (ATCC,
strain number CRL-3216) were cultured in Dulbecco’s modified
Eagle medium (DMEM, Gibco) supplemented with 10% FBS (Sigma-Aldrich),
1% penicillin/streptomycin, 1× GlutaMAX (Gibco) and 1 mM Sodium
Pyruvate (Gibco). Cells were kept at 37 °C and 5% CO2. Transfections were performed in a 24 well black plate (PerkinElmer)
format for flow cytometry. Cells were seeded in 24 well plates at
a density of 8 × 104 cells/well 1 day before transfection
or at 1.6 × 105 for transfections done in suspension.
HEK293T were transfected with Polyethylenimine (PEI) (Mw 40 000;
Polysciences, Inc.) using a ratio of 1:3 (μg DNA to μg
PEI) with a total of 500 μg of DNA/well for 24 well plates.
If not otherwise indicated, 200 ng/well of the T7 plasmid and 275
ng/well of the reporter plasmid was used. OptiMEM I reduced serum
media (Gibco) was used to separately dilute both DNA and PEI. Once
mixed, DNA and PEI were incubated for 20 min at room temperature to
allow complexes formation prior to addition to the cells. After transfection,
cells were kept in the dark for approximately 24 h before starting
illumination.
Light Induction
For flow cytometry measurements, cells
were illuminated with 470 nm LEDs (Super Bright LEDs Inc.) using a
modified version of the Light Plate Apparatus (LPA) previously described.[30] The LPA was modified by adding a 2 cm aluminum
heatsink and a ventilator both connected to the PCB in order to improve
heat dissipation. In addition, a second adaptor and 2 layers of filter
papers were added to allow a uniform distribution of light (Supplementary Figure S2). Cells were illuminated
with constant or pulsed light (of different duration) as stated in
the specific experimental conditions. The intensity of light received
by the cells was measured to be 400 μW/cm2 at saturation using
the S175C—Microscope Slide Thermal Power Sensor from ThorLabs.
The control plate was kept in the dark during the entire experiment.
Flow Cytometry Analysis
HEK293T cells were analyzed
with CytoFLEX S Flow Cytometer (Beckman Coulter) after 24 h or 48
h of illumination and using 488 and 561 lasers with 530/11 nm and
610/20 nm OD1 bandpass filters, respectively. Prior to measurement,
cells were washed once with DPBS (Thermo Fisher) and incubated with
100 μL of Accutase solution (Sigma-Aldrich) to allow detachment.
For each sample, FCS/SSC parameters were used to select the main population
of cells and singlets. When necessary, a compensation matrix was made
using single color controls and untransfected cells (Supplementary Figure S7). In every experiment, >20 000
events were collected for each sample, and data analysis was done
using Cytoflow Software and a customized R code.
Plasmid Construction
All plasmids were constructed
using standard restriction digestion cloning or using Golden Gate
assembly and a previously described[31] yeast
toolkit (YTK) with customized parts for use in mammalian cells. In
the standard cloning, PCR amplifications were performed using Phusion
Flash high fidelity DNA polymerase (ThermoFisher Scientific), and
ligation reactions were made using 1:3 ratios of vector plasmid:insert
and incubation time of 1 h at room temperature. All constructs were
chemically transformed into TOP10 E. coli cells and checked through sequencing (Microsynth). All relevant
plasmid sequences can be found in the Supporting Information.
Live-Cell Imaging
A Nikon Ti2e inverted microscope
(Nikon Instruments) equipped with an ORCA Flash4.0 LT+ camera and
a chamber for CO2 and temperature regulation was used.
Cells were always kept at 37 °C and with 5% CO2. Cells
were imaged after 24 to 72 h from transfection with constant illumination
(performed after 24 h from transfection) or after being in the dark
for the same amount of time. For all experiments, mRuby3/mOrange2,
mCitrine and miRFP670 fluorescence was imaged using NIS element software
and with 561/4, 543/22, and 692/40 filters, respectively (BrightLine
HC). CFI Plan Apochromat Lambda 10× (N.A. 0.45, W.D. 4.0 mm),
CFI S Plan Fluor ELWD 20XC (N.A. 0.45, W.D. 8.2–6.9 mm), or
CFI S Plan Fluor ELWD 40XC (N.A. 0.6, W.D. 3.6–2.8 mm) were
used. For brightfield imaging, LED 100 (Märzhäuser Wetzlar
GmbH & Co. KG) was used. Here, a diffuser and a green interference
filter was positioned in the light path. Image analysis was done with
ImageJ software. Hoescht 33342 staining (ThermoFisher) was used to
label the nucleus according to manufacturer’s instructions.
RNA Visualization
RNA in live cells was visualized
using Pepper RNA aptamer as previously described.[32] Eight times Pepper repeats were cloned downstream of the
T7 promoter, and their expression was driven with light starting 24
h after transfection. After 30 h of illumination, cells were stained
using 20 μM of HBC620 (FR Biotechnologies) supplemented with
5 mM of MgSO4. Cells were incubated for 30 min at 37 °C
with 5% CO2 and then transferred to the microscope for
imaging. When used for flow cytometry, cells were detached and incubated
for 30 min at RT with 1×PBS/4% FBS buffer containing 0.5 μM
of HBC620 (Lucerna-Chem) supplemented with 5 mM of MgSO4.
Viability Assay
Cells were stained using Calcein AM
(Sigma-Aldrich) dye after 24 h of blue light illumination at different
intensities. Cells were prepared for flow cytometry analysis as described
previously. Thirty minutes before measurements, Calcein AM was added
to the cells at 1 μM final concentration. Samples were incubated
on ice until measurement.
Statistics
Each experiment was repeated with at least
three independent biological replicates, from which mean and standard
deviation are calculated.
Authors: Richard N Cohen; Marieke A E M van der Aa; Nichole Macaraeg; Ai Ping Lee; Francis C Szoka Journal: J Control Release Date: 2009-01-12 Impact factor: 9.776