The information age was enabled by advances in microfabrication and communication theory that allowed information to be processed by electrons and transmitted by electromagnetic radiation. Despite immense capabilities, microelectronics has limited abilities to access and participate in the molecular-based communication that characterizes our biological world. Here, we use biological materials and methods to create components and fabricate devices to perform simple molecular communication functions based on bacterial quorum sensing (QS). Components were created by protein engineering to generate a multidomain fusion protein capable of sending a molecular QS signal, and by synthetic biology to engineer E. coli to receive and report this QS signal. The device matrix was formed using stimuli-responsive hydrogel-forming biopolymers (alginate and gelatin). Assembly of the components within the device matrix was achieved by physically entrapping the cell-based components, and covalently conjugating the protein-based components using the enzyme microbial transglutaminase. We demonstrate simple devices that can send or receive a molecular QS signal to/from the surrounding medium, and a two-component device in which one component generates the signal (i.e., issues a command) that is acted upon by the second component. These studies illustrate the broad potential of biofabrication to generate molecular communication devices.
The information age was enabled by advances in microfabrication and communication theory that allowed information to be processed by electrons and transmitted by electromagnetic radiation. Despite immense capabilities, microelectronics has limited abilities to access and participate in the molecular-based communication that characterizes our biological world. Here, we use biological materials and methods to create components and fabricate devices to perform simple molecular communication functions based on bacterial quorum sensing (QS). Components were created by protein engineering to generate a multidomain fusion protein capable of sending a molecular QS signal, and by synthetic biology to engineer E. coli to receive and report this QS signal. The device matrix was formed using stimuli-responsive hydrogel-forming biopolymers (alginate and gelatin). Assembly of the components within the device matrix was achieved by physically entrapping the cell-based components, and covalently conjugating the protein-based components using the enzyme microbial transglutaminase. We demonstrate simple devices that can send or receive a molecular QS signal to/from the surrounding medium, and a two-component device in which one component generates the signal (i.e., issues a command) that is acted upon by the second component. These studies illustrate the broad potential of biofabrication to generate molecular communication devices.
Entities:
Keywords:
alginate; biofabrication; gelatin; molecular communication; quorum sensing
Traditional information processing devices
receive input in the
form of electromagnetic (EM) radiation, process the information using
electrons, and then transmit EM outputs as illustrated in Scheme 1a. The remarkable advances in this traditional communication
have enabled autonomous systems to be deployed to explore and report
from distant planets (e.g., Mars). Recently, there have been efforts
to extend traditional communication theory to biological information
processing with the dual goals of obtaining a broader understanding
of biological signal processing and building systems that can communicate
with biology.[1−6] The possibility of building autonomous devices capable of communicating
with biology would have exciting applications in medicine (e.g., theranostics),
but could also provide transformational capabilities for remote monitoring
for environmental protection, food safety, and national security.
However, as illustrated in Scheme 1b, biological
communication is fundamentally different from traditional communication
in that inputs, outputs, and processing is typically performed using
molecules and ions (not EM and electrons).[2] Currently, the study of molecular communication is at its infancy
with minimal capabilities to build robust autonomous devices.[7,8] Thus, although traditional communication devices can report on activities
from distant planets, molecular communication devices are currently
unavailable to probe the exchange of biochemical information that
routinely occurs in our gut.
Scheme 1
(a) Traditional and (b) Molecular
Communication Devices
Biology is the obvious source of “components”
for
molecular communication devices with proteins and cells being two
options for receiving and transmitting molecular information. Proteins
offer molecular recognition properties that allow chemical messages
to be selectively received, processed (i.e., interconverted) and sent.[9] Further, protein engineering and directed evolution
should enable protein-based components to be designed or evolved with
tailored communication properties. Cells allow more sophisticated
computational and communication capabilities since their genetic machinery
can be engineered to process molecular inputs into a wider array of
chemical outputs. In fact, synthetic biology[10−12] is envisioned
as an enabling technology for molecular communication[13] with current activities focusing on multicellular consortia
as a means of performing complex and distributed communication functions.[14−17]A unique feature of molecular communication devices is that
they
must be open systems to allow the exchange of information-carrying
molecules. This chemical exchange will likely involve an aqueous medium
because many of the envisioned applications for molecular communication
devices involve the medical or life sciences. The medium within the
device will also likely be aqueous (especially if the device is fabricated
from biological components) and thus internal chemical signals will
need to propagate through an aqueous medium. As a result, autonomous
molecular communication devices will not likely be built from a traditional
silicon-based platform, but rather will be built from capsules, vesicles
and hydrogels. While there has been some effort to create the individual
components for molecular communication (gates and switches),[18,19] to perform logic functions,[20] and to
integrate molecular subsytems for biocomputing applications,[21] there has been much less effort in creating
the platform technologies necessary to assemble and integrate these
biological components into complex systems.[22]We suggest that biofabrication provides a unique opportunity
to
build molecular communication systems by allowing functional components
to be generated and then organized over a hierarchy of length scales.
For our purposes, we define biofabrication as the use of biological
materials and mechanisms to create structure and function.[23−25] Here, we use bacterial quorum sensing (QS) as our biomolecular communication
system.[26−29] QS is a well-known mode of bacterial communication that guides population-level
actions (often pathogenic actions).[30−33] Thus, QS serves as a convenient
model of biomolecular communication as well as an important modality
for understanding homeostasis and pathogenicity in complex biological
environments (e.g., the gut). Here, we demonstrate the biofabrication
of simple molecular communication devices in which: (i) a protein-based
device transmits a chemical signal; (ii) a cell-based device receives
and reports such a chemical signal; and (iii) an integrated system
in which a protein-based component transmits a molecular “command”
that is acted upon by a cell-based component.
Experimental
Section
Materials
The following materials were purchased from
Sigma-Aldrich; alginic acid sodium salt from brown algae (medium viscosity),
gelatin from porcine skin (type A and type B), S-adenosylhomocysteine
(SAH), phosphate buffered saline (PBS) tablets, and calcium chloride
anhydrous beads. Microbial transglutaminase (mTG; Activa TI; 100 U/g
as reported by the manufacturer) was obtained from Ajinomoto (Japan).
Fluorescent FITC labeled polystyrene microparticles (0.84 μm,
0.1% w/v) were purchased from Spherotech Inc. (Lake Forest, IL). Water
was deionized (DI) with Millipore SUPER-Q water system until final
resistivity >18 MΩ·cm was reached. Buffer and calcium
chloride
solutions were filtered with a Fisherbrand sterilized syringe filter
(0.22 μm) before use.
Biofabrication Methods
An alginate
stock solution (1.5%
w/v) was prepared by dissolving alginate powder in DI water. A gelatin
stock solution (15% w/v) was prepared by dissolving equal amount of
type A and type B gelatin in 37 °C PBS buffer (20 mM, pH 7.0).
Typically, we prepared our bead devices from a warm (37 °C) prebead
mixture containing: gelatin (5%), alginate (1%), mTG (1 U/ml), fusion
tagged protein (for protein-based device), and/or bacterial cells
(for cell-based device). The prebead mixture was dropped into a stirring
CaCl2 (0.1 M) solution using a syringe with a 27 Gauge
needle. The formed beads were incubated in CaCl2 solution
at room temperature for 2 h. To prepare cell-based beads, the bacterial
cells were initially cultured in LB medium to an OD600 of
4.0, then 0.3 mL of this cell suspension was centrifuged, the pellet
was resuspended with 25 μL of PBS buffer and mixed with 1.5
mL of warm solution containing other components. For bacteria cells
related experiments, all incubation solutions contain antibiotics
(Kanamycin 50 μg/mL; ampicillin 50 μg/mL) and 3 mM CaCl2. Experimental details are provided in the text.
Instrumentation
Raman spectra were obtained from a
Jobin Yvon LabRamHR Raman microscope. Fluorescence images of beads
were obtained using an Olympus MVX10 MacroView microscope, and cell-containing
samples were examined using an Olympus BX60 microscope. Images were
obtained using an Olympus DP72 digital camera connected to the microscope.
Molecular Biology
The target proteins used in this
study were engineered with glutamine fusion tags to facilitate mTG-catalyzed
conjugation to the gelatin matrix. Specifically, we engineered the
red fluorescent mCherry protein to have a C terminal tag with 5 added
glutamine residues (Gln-mCherry). We also engineered the fusion enzyme
(Pfs-LuxS) to have a C terminal tag (5 Gln). Two types of reporter
cells are used in this study. The CT104(pCT6+pETEGFP-T5DsRedExpresss2)[34,35] report cells were engineered to constitutively express a red fluorescent
protein (DsRed) and to conditionally express the green fluorescent
protein (EGFP) in the presence of autoinducer 2 (AI-2).[36] The CT104(pCT6+pET200-DsRed)[32,34,37,38] reporter cells
(without constitutively expressing fluorescent protein) were engineered
to express the red fluorescent protein (DsRed) in the presence of
AI-2. Methods to engineer the target proteins and cells used in this
study are provided in the Supporting Information.
Results and Discussion
Biofabrication to Build Structure and Confer
Biofunction
Biology provides a variety of stimuli-responsive
self-assembling
biopolymers that can be used to create structure. Here, we generated
molecular communication devices using hydrogel-based matrices constructed
from two stimuli-responsive biological polymers. One biopolymer is
the Ca2+-responsive polysaccharidealginate which can readily
form hydrogel beads.[39] Considerable recent
efforts are enlisting alginate’s stimuli-responsive responsive
properties for biocomputing and delivery applications.[40−44] As illustrated in Figure 1a, Ca2+-alginate beads were typically prepared by dropping an alginate solution
(1%) into a stirring solution of CaCl2 (0.1 M). Importantly,
Figure 1a illustrates that components added
to the prebead alginate mixture (e.g., FITC-labeled microparticles;
μP-FITC, 0.01%) can be incorporated into the gelled beads. The
second biopolymer is the thermally responsive protein gelatin.
Figure 1
Fabrication
of the device (i.e., bead) matrix. (a) Schematic illustrates
Ca2+-alginate bead formation and the fluorescence image
shows that FITC-labeled microparticles (μP-FITC) can be entrapped
within the matrix. (b) Raman spectra provide evidence for gelatin-alginate
bead formation. The bottom two spectra are controls that show characteristic
peaks for cast gelatin film and Ca2+-alginate beads.
Fabrication
of the device (i.e., bead) matrix. (a) Schematic illustrates
Ca2+-alginate bead formation and the fluorescence image
shows that FITC-labeled microparticles (μP-FITC) can be entrapped
within the matrix. (b) Raman spectra provide evidence for gelatin-alginate
bead formation. The bottom two spectra are controls that show characteristic
peaks for cast gelatin film and Ca2+-alginate beads.To prepare gelatin-alginate beads,
a warm solution (∼37
°C) containing gelatin (5%)[45,46] and alginate
(1%)[47−49] was transferred to a syringe with a 27 Gauge needle
and dropped into a stirring CaCl2 (0.1 M) solution. The
beads were incubated in the CaCl2 solution (2 h), rinsed
with water, vacuum-dried (4 h), and then examined using Raman spectroscopy.
Figure 1b compares peaks for the gelatin-alginate
beads against controls of a cast gelatin film and Ca2+-alginate
beads. The beads prepared with a mixture of gelatin and alginate show
Raman peaks characteristic of both biopolymers providing chemical
evidence that alginate can incorporate gelatin into the hydrogel matrix.Enzymes provide a selective means for introducing covalent bonds
to build structure and confer function to materials. Here, we incorporate
gelatin into the bead matrix to allow protein-based components to
be covalently conjugated to the matrix using the enzyme microbial
transglutaminase (mTG).[50−52] Figure 2a shows that mTG catalyzes the grafting of proteins to gelatin through
a glutamine (Gln) residue of one protein and a lysine (Lys) residue
of the other protein.[45,53] Often, the residues (Gln or Lys)
of target proteins with globular structures are inaccessible for mTG
catalysis and thus target proteins are commonly engineered with short
fusion tags that provide accessible amino acid residues.[54,55]
Figure 2
Conferring protein and
cellular functionalities. (a) Schematic
illustrates the protein conjugation reaction catalyzed by microbial
transglutaminase (mTG). (b) Fusion tagged mCherry protein (Gln-mCherry)
was conjugated to the gelatin-alginate beads while fluorescent microparticles
(μP-FITC) were entrapped within the matrix. Control beads were
prepared by deleting mTG from the prebead mixture. (c) Entrapped E. coli cells in mTG-cross-linked gelatin-alginate beads
can proliferate and express red fluorescent protein after IPTG induction.
To illustrate enzymatic-assembly of a protein, we prepared
a warm
prebead mixture containing: gelatin (2.5%), alginate (1%), a glutamine
tagged model red fluorescence protein Gln-mCherry (20 μg/mL);[56] mTG (1 U/ml); and μP-FITC (0.01%, for
visualization). This solution was dropped into a CaCl2 (0.1
M) solution to form multicomponent beads and these beads were incubated
in the CaCl2 solution for 2 h to allow protein conjugation.
These beads were rinsed with water and incubated in 50 mM CaCl2 for 2 h to remove unreacted proteins, and then examined using
a fluorescence microscope. As shown in Figure 2b, green fluorescence (from entrapped microparticles) is observed
in gelatin-alginate beads prepared with mTG and also in control beads
in which mTG was deleted from the prebead mixture. Red fluorescence
was only observed in the gelatin-alginate beads prepared in the presence
of mTG, while control beads (lacking mTG) showed no red fluorescence.
This result indicates that mTG-catalyzed the conjugation of the mCherry
protein to the gelatin-alginate beads. It should be noted that gelatin
molecules in the gelatin-alginate beads are also cross-linked by the
mTG-catalyzed reaction and the gelatin matrix becomes stable at warm
temperatures (e.g., 37 °C).[45,46,57,58]Conferring protein and
cellular functionalities. (a) Schematic
illustrates the protein conjugation reaction catalyzed by microbial
transglutaminase (mTG). (b) Fusion tagged mCherry protein (Gln-mCherry)
was conjugated to the gelatin-alginate beads while fluorescent microparticles
(μP-FITC) were entrapped within the matrix. Control beads were
prepared by deleting mTG from the prebead mixture. (c) Entrapped E. coli cells in mTG-cross-linked gelatin-alginate beads
can proliferate and express red fluorescent protein after IPTG induction.Next, we illustrate the incorporation
of cellular functionality
into the gelatin-alginate beads. For this we prepared a warm prebead
mixture containing: E. coli BL21DE3(pET-DsRed) that
serve as model reporter cells that can express a red fluorescence
protein (DsRed) upon IPTG induction; gelatin (5%); alginate (1%),
and mTG (1 U/ml). Beads prepared from this prebead mix were transferred
to an LB medium containing 1 mM IPTG at 37 °C, and the fluorescence
was measured intermittently. Fluorescence images in Figure 2c show a progressive increase in fluorescence
as the entrapped E. coli cells both proliferate and
express florescence.[46] It should be noted
that the florescence observed in Figure 2c
corresponds to colonies and not individual cells. Presumably the mobility
of these microscale bacteria is restricted within the gelatin-alginate
network.[59]The results in Figures 1 and 2 with fluorescent models
(of microparticles, proteins and
cells) provide visual illustrations of important features of biofabrication.
First, stimuli-responsive biopolymers (e.g., alginate) provide the
self-assembling systems that can generate hydrogel structure. These
hydrogel networks allow microscale components to be entrapped (e.g.,
bacteria) to confer functionality.[60] Second,
the mTG enzyme allows the covalent conjugation of smaller components
(e.g., proteins) onto the gelatin-component of the matrix. Finally,
advanced methods in biology can be enlisted to facilitate assembly
and confer functionality: proteins can be engineered with fusion tags
to permit enzymatic-assembly and cells can be engineered to receive
and respond to information in their environment.
Components
of Bacterial Quorum Sensing-Based Communication
Here, we
use bacterial quorum sensing (QS) based on the autoinducer
2 (AI-2) signaling molecule as our model for molecular communication
and we engineered two types of components based on either proteins
or bacterial cells. As illustrated in Scheme 2a, AI-2 is synthesized in a two-step pathway involving the enzymes
Pfs and LuxS. Our protein-based molecular communication component
is an engineered fusion protein with two functional domains and an
assembly tag. The Pfs and LuxS domains provide the catalytic function
necessary for AI-2 signal generation.[36] An “assembly-tag” composed of a short sequence of
5 glutamine (Gln) residues was added to the Pfs-LuxS fusion protein
(Gln-Pfs-LuxS) to facilitate mTG-catalyzed conjugation of this protein
component to the gelatin matrix.[36,61]
Scheme 2
Schematic
Illustrating the Basis for Engineering Components (Protein
and Cell-Based) for Molecular Communication via Bacterial Quorum Sensing
(QS): (a) Protein-Based Components Are Fusions of the Two Biosynthetic
Enzymes (Pfs and LuxS) Required for AI-2 Signal Generation; (b) Cell-based
Components Are Reporter Cells That Receive the AI-2 Signal, Process
This Input Genetically, and Respond by Expressing a Protein (e.g.,
Fluorescent Reporter Protein)
Scheme 2b shows that AI-2 is taken up by E. coli and phosphorylated, and the Phospho-AI-2 activates Lsr promoter
for gene expression. Our cell-based communication components are E. coli strains (W3110) engineered to express various proteins
(e.g., fluorescent reporter proteins) under the cascaded control of
Lsr operon system. Thus, these cell-based communication components
can receive AI-2 as a chemical input, process this input through an
appropriate genetic circuit, and report an output. For this study
our cell-based components are reporter cells[32,37,38] that are engineered to express fluorescent
proteins[34] upon exposure to AI-2 (details
of the creation of these protein and cell components are provided
in Supporting Information).
Biofabricated Protein-Based Signal Sender
Figure 3a illustrates that we prepared a protein-based sender
device by the mTG-catalyzed conjugation of the Gln-Pfs-LuxS to the
gelatin-alginate matrix. Specifically, we prepared our bead devices
from a warm prebead mixture containing: gelatin (5%), alginate (1%),
Gln-Pfs-LuxS (50 μg/mL), and mTG (1 U/mL). To assess the ability
of these devices to transmit the AI-2 molecular signal, the beads
were transferred to a 50 mM tris buffer solution (with 10% v/v LB
medium) containing the precursor SAH (0.5 mM) and the AI-2 reporter
cells CT104(pCT6+pETEGFP-T5DsRedExpress2)[34,35] that had been engineered to constitutively express a red fluorescent
protein (DsRed) and to conditionally express the green fluorescent
protein (EGFP) in the presence of AI-2.[36] After incubation at 37 °C for 20 h, the surrounding medium
was sampled and observed by fluorescence microscopy. The fluorescence
images in Figure 3b show that when beads containing
the Gln-Pfs-LuxS were present, the reporter cells in the surrounding
medium expressed both red and green fluorescent proteins. Controls
in which these reporter cells were incubated with beads that lacked
Gln-Pfs-LuxS (Gln-Pfs-LuxS was deleted from the prebead mixture) showed
red but not green fluorescence. The results in Figure 3 demonstrate that a biofabricated gelatin-alginate bead can
act as a protein-based sender of an AI-2 signal that is recognized
by bacteria in the surrounding environment.
Figure 3
Protein-based sender
device. (a) Schematic illustrates that mTG-catalyzed
conjugation of Gln-Pfs-LuxS to gelatin allows AI-2 signal generation
that can be detected by reporter cells in the surrounding environment.
(b) Fluorescence images of E. coli reporter cells
from the surrounding environment: red fluorescence (DsRed) is constitutively
expressed by both experimental and controls, while green florescence
(EGFP) is only observed in the experimental samples.
Protein-based sender
device. (a) Schematic illustrates that mTG-catalyzed
conjugation of Gln-Pfs-LuxS to gelatin allows AI-2 signal generation
that can be detected by reporter cells in the surrounding environment.
(b) Fluorescence images of E. coli reporter cells
from the surrounding environment: red fluorescence (DsRed) is constitutively
expressed by both experimental and controls, while green florescence
(EGFP) is only observed in the experimental samples.
Biofabricated Cell-Based Signal Sender
A cell-based
device capable of sending AI-2 signals was biofabricated by entrapping
AI-2-producing cell BL21(pCT5+pET-GFP) within the gelatin-alginate
beads. In addition to producing AI-2, these sender cells have been
engineered to constitutively express GFP. To prepare these cell based
sender devices, we generated beads from a warm prebead mixture containing:
these E. coli sender cells, gelatin (5%), alginate
(1%), and mTG (1 U/mL). Beads prepared with these sender cells were
transferred to a solution (50% v/v of PBS and LB medium) containing
reporter cells CT104(pCT6 + pET200-DsRed),[32,34,37,38] and incubated
at 30 °C for 18 h.As illustrated in Figure 4a, sender cells entrapped within the gelatin-alginate device
can generate AI-2 signaling molecules, which can be detected by the
reporter cells in the surrounding medium. Figure 4b shows that the cell-based sender beads remain intact after
18 h incubation and the entrapped AI-2 producing cells (green) grew
to form colonies within the matrix. After incubation, the surrounding
medium was sampled and observed using fluorescence microscopy. The
left column of Figure 4c shows images obtained
for samples prepared in the presence of AI-2 sender beads. The red
fluorescence indicates that the reporter cells in the surrounding
medium detected the generation of the AI-2 signaling molecules while
the absence of green florescence indicates that few of the sender
cells escaped from the device and appeared in the surrounding medium.
We should note that failure of the cell-based sender device could
result from various causes (e.g., loss of viability or leakage of
these cells from the beads) and such issues would need to be tailored
to specific applications.
Figure 4
Cell-based
sender device. (a) Schematic illustrates that AI-2 producing
bacteria are entrapped in gelatin-alginate beads to allow AI-2 signal
generation that can be detected by reporter cells in the surrounding
environment. (b) After 18 h of incubation, bright-field and green
fluorescence images show the sender beads with the AI-2 producing
cells (green). (c) Bright-field, red, and green fluorescence images
of the surrounding medium: reporter cells express red fluorescence
protein only in the presence of sender devices, whereas the limited
green fluorescence indicates that few sender cells have escaped from
the device into the surrounding medium.
The right column of Figure 4c shows images
of the surrounding medium for controls in which reporter cells were
contacted with beads that had no AI-2 producing sender cells. No red
florescence is observed for the reporter cells in this control. The
results in Figure 4 demonstrate that gelatin-alginate
bead with a cell-based sender component can generate the AI-2 signal
that can communicate with bacteria in the surrounding medium.Cell-based
sender device. (a) Schematic illustrates that AI-2 producing
bacteria are entrapped in gelatin-alginate beads to allow AI-2 signal
generation that can be detected by reporter cells in the surrounding
environment. (b) After 18 h of incubation, bright-field and green
fluorescence images show the sender beads with the AI-2 producing
cells (green). (c) Bright-field, red, and green fluorescence images
of the surrounding medium: reporter cells express red fluorescence
protein only in the presence of sender devices, whereas the limited
green fluorescence indicates that few sender cells have escaped from
the device into the surrounding medium.
Biofabricated Cell-Based Signal Receiver
Next, we biofabricated
a cellular communication device capable of receiving QS molecular
signals. For this experiment we used E. coli reporter
cells CT104 (pCT6+ pETEGFP-T5DsRedExpress2) that constitutively express
a red fluorescent protein (DsRed) but can be induced to express a
green florescent protein (EGFP) in the presence of AI-2. This cell-based
receiver device was generated from a prebead mixture containing: the E. coli reporter cells, gelatin (5%), alginate (1%), and
mTG (1 U/mL). These receiver beads were transferred into a 50 mM tris
buffer solution (with 10% v/v LB medium) containing Gln-Pfs-LuxS (4
μg/mL) plus precursor SAH (0.5 mM), and incubated at 37 °C
for 20 h.As illustrated in Figure 5a,
the addition of AI-2 producing enzyme (Gln-Pfs-LuxS) and SAH to the
surrounding medium allows the in situ generation of AI-2 signaling
molecules that can be “received” by the entrapped reporter
cells. The red fluorescence images in Figure 5b show that the entrapped reporter cells grew in colonies during
the course of the experiment. The green fluorescence images at the
bottom left in Figure 5b show very strong fluorescence,
indicating that the entrapped reporter cells responded to the in situ
generated AI-2. The control for this experiment is a cell-based receiver
device incubated in a surrounding medium containing SAH but lacking
the AI-2 producing enzymes. The images at the right in Figure 5b show red but not green fluorescence for this control,
indicating that the reporter cells were present in the beads but not
induced in the absence of the signal-generating Gln-Pfs-LuxS in the
external medium. These results in Figure 5 demonstrate
that a biofabricated gelatin-alginate bead with AI-2 reporter cells
can act as a cell-based signal receiver.
Figure 5
Cell-based receiver device.
(a) Schematic illustrates that reporter
cells entrapped in cross-linked gelatin-alginate beads respond to
signaling molecule AI-2 that is in situ generated in the surrounding
environment. (b) Fluorescence images of E. coli reporter
cells show green fluorescence (EGFP) in the presence of AI-2 signal
generation (with Gln-Pfs-LuxS in the surrounding medium) and no green
fluorescence in the absence of AI-2 generation (without Gln-Pfs-LuxS).
Cell-based receiver device.
(a) Schematic illustrates that reporter
cells entrapped in cross-linked gelatin-alginate beads respond to
signaling molecule AI-2 that is in situ generated in the surrounding
environment. (b) Fluorescence images of E. coli reporter
cells show green fluorescence (EGFP) in the presence of AI-2 signal
generation (with Gln-Pfs-LuxS in the surrounding medium) and no green
fluorescence in the absence of AI-2 generation (without Gln-Pfs-LuxS).
Biofabricated Device for
Internal Molecular Communication
In a final demonstration,
we created a device that can engage in
internal molecular communication such that one, protein-based, component
transmits a molecular signal (i.e., a command) to a second, cell-based,
component that receives and responds to this command. As illustrated
in Figure 6a, this device was prepared from
a prebead mixture containing: reporter cells CT104(pCT6+pETEGFP-T5DsRedExpress2),
gelatin (5%), alginate (1%), Gln-Pfs-LuxS (50 μg/mL), and mTG
(1 U/mL). The biofabricated beads were transferred to a 50 mM tris
buffer solution (with 10% v/v LB medium) containing the precursor
SAH (0.5 mM), and incubated at 37 °C for 20 h. Two controls were
prepared by either deleting Gln-Pfs-LuxS from the prebead mixture
used to prepare the beads, or by incubating Gln-Pfs-LuxS -containing
beads in external solution lacking SAH.
Figure 6
Device capable
of internal molecular communication. (a) Schematic
illustrates that protein-based component (Gln-Pfs-LuxS) can generate
an AI-2 command that instructs the response of the cell-based component
(reporter cells). (b) Fluorescence images of entrapped E.
coli reporter cells show their presence (constitutive expression
of red florescence; DsRed) and their response to an internally generated
AI-2 command (conditional expression of green fluorescence; EGFP).
The red fluorescence
images in Figure 6b indicates that the entrapped
reporter cells grew in colonies and constitutively expressed the DsRed
protein in all the samples. The images at the bottom left in Figure 6b show considerable green fluorescence, indicating
that the entrapped reporter cells received and responded to the AI-2
molecular signal. This result indicates that the covalently conjugated
Gln-Pfs-LuxS can generate the internal AI-2 command necessary to induce
expression of the green florescent protein by the reporter cells.
For the controls, the images at the bottom right in Figure 6b show minimal green fluorescence, indicating that
the entrapped reporter cells did not receive/respond to an AI-2 command.
Results for these controls are consistent with the expectation that
the internal AI-2 signal was not generated in the absence of the protein-based
transmitter (Gln-Pfs-LuxS) or in the absence of the SAH substrate
(i.e., the AI-2 command was never sent in these controls). Thus, the
results in Figure 6 indicate that biofabrication
can be enlisted to create molecular devices that are capable of generating
and processing internal signals for molecular communication.Device capable
of internal molecular communication. (a) Schematic
illustrates that protein-based component (Gln-Pfs-LuxS) can generate
an AI-2 command that instructs the response of the cell-based component
(reporter cells). (b) Fluorescence images of entrapped E.
coli reporter cells show their presence (constitutive expression
of red florescence; DsRed) and their response to an internally generated
AI-2 command (conditional expression of green fluorescence; EGFP).
Conclusions
In
this study, we demonstrate that materials and methods from biology
can be used to biofabricate molecular communication devices. First,
molecular and synthetic biology were used to generate the components:
(i) a multidomain fusion protein capable of generating the quorum
sensing molecular signal (AI-2); and (ii) reporter cells engineered
to receive and respond to this AI-2 molecular signal. Second, stimuli-responsive
biological polymers (alginate and gelatin) were used to create the
structural matrix to contain these components. Third, an enzyme (microbial
transglutaminase; mTG) was used to covalently assemble the protein-based
nanocomponents to this matrix. Proof-of-concept demonstrations show
sender and receiver devices could be biofabricated to communicate
with the surrounding environment, while an integrated device used
one component to transmit an internal molecular command to direct
the response of a second component. Although these results demonstrate
some possibilities for molecular communication devices, it is likely
that real applications would require devices to be “tuned”
to application-specific conditions (e.g., localized concentrations).
Importantly, protein engineering and synthetic biology provide the
means to create such tuned biological components. In addition to tailoring
the individual biocomponents, we envision that improved capabilities
for fabricating soft matter will enable their integration into hydrogel-based
devices with increasingly complex structures and capable of performing
increasingly complex functions. We anticipate that such complex functionality
will require a detailed molecular level understanding of the various
interactions (e.g., between signaling molecules and matrix) just as
controlling electron flow is integral to the performance of electronic
devices. In conclusion, advances in the biological science offer enabling
materials science capabilities for the creation of devices that can
communicate with our biosphere and such capabilities could have transformative
impacts in numerous fields. Our sensors could become better “listeners”
for threats to our health, environment, and security, whereas communication/biocomputing
devices could make our foods, cosmetics, and medicines “wiser”.
Authors: A Loebsack; K Greene; S Wyatt; C Culberson; C Austin; R Beiler; W Roland; P Eiselt; J Rowley; K Burg; D Mooney; W Holder; C Halberstadt Journal: J Biomed Mater Res Date: 2001-12-15
Authors: Yi Liu; Eunkyoung Kim; Reza Ghodssi; Gary W Rubloff; James N Culver; William E Bentley; Gregory F Payne Journal: Biofabrication Date: 2010-06-02 Impact factor: 9.954
Authors: Hyunmin Yi; Li-Qun Wu; William E Bentley; Reza Ghodssi; Gary W Rubloff; James N Culver; Gregory F Payne Journal: Biomacromolecules Date: 2005 Nov-Dec Impact factor: 6.988
Authors: Eunkyoung Kim; Jinyang Li; Mijeong Kang; Deanna L Kelly; Shuo Chen; Alessandra Napolitano; Lucia Panzella; Xiaowen Shi; Kun Yan; Si Wu; Jana Shen; William E Bentley; Gregory F Payne Journal: Proc IEEE Inst Electr Electron Eng Date: 2019-04-29 Impact factor: 10.961
Authors: Yi Liu; Hsuan-Chen Wu; Narendranath Bhokisham; Jinyang Li; Kai-Lin Hong; David N Quan; Chen-Yu Tsao; William E Bentley; Gregory F Payne Journal: Bioconjug Chem Date: 2018-05-16 Impact factor: 4.774
Authors: Sally Wang; Chen-Yu Tsao; Dana Motabar; Jinyang Li; Gregory F Payne; William E Bentley Journal: Front Microbiol Date: 2021-06-18 Impact factor: 5.640