Florika C Macazo1, Richard L Karpel, Ryan J White. 1. Department of Chemistry and Biochemistry, University of Maryland Baltimore County , 1000 Hilltop Circle, Baltimore, Maryland 21250, United States.
Abstract
Electrochemical DNA-based (E-DNA) sensors are utilized to detect a variety of targets including complementary DNA, small molecules, and proteins. These sensors typically employ surface-bound single-stranded oligonucleotides that are modified with a redox-active molecule on the distal 3' terminus. Target-induced flexibility changes of the DNA probe alter the efficiency of electron transfer between the redox active methylene blue and the electrode surface, allowing for quantitative detection of target concentration. While numerous studies have utilized the specific and sensitive abilities of E-DNA sensors to quantify target concentration, no studies to date have demonstrated the ability of this class of collision-based sensors to elucidate biochemical-binding mechanisms such as cooperativity. In this study, we demonstrate that E-DNA sensors fabricated with various lengths of surface-bound oligodeoxythymidylate [(dT)n] sensing probes are able to quantitatively distinguish between cooperative and noncooperative binding of a single-stranded DNA-binding protein. Specifically, we demonstrate that oligo(dT) E-DNA sensors are able to quantitatively detect nM levels (50 nM-4 μM) of gene 32 protein (g32p). Furthermore, the sensors exhibit signal that is able to distinguish between the cooperative binding of the full-length g32p and the noncooperative binding of the core domain (*III) fragment to single-stranded DNA. Finally, we demonstrate that this binding is both probe-length- and ionic-strength-dependent. This study illustrates a new quantitative property of this powerful class of biosensor and represents a rapid and simple methodology for understanding protein-DNA binding mechanisms.
Electrochemical DNA-based (E-DNA) sensors are utilized to detect a variety of targets including complementary DNA, small molecules, and proteins. These sensors typically employ surface-bound single-stranded oligonucleotides that are modified with a redox-active molecule on the distal 3' terminus. Target-induced flexibility changes of the DNA probe alter the efficiency of electron transfer between the redox active methylene blue and the electrode surface, allowing for quantitative detection of target concentration. While numerous studies have utilized the specific and sensitive abilities of E-DNA sensors to quantify target concentration, no studies to date have demonstrated the ability of this class of collision-based sensors to elucidate biochemical-binding mechanisms such as cooperativity. In this study, we demonstrate that E-DNA sensors fabricated with various lengths of surface-bound oligodeoxythymidylate [(dT)n] sensing probes are able to quantitatively distinguish between cooperative and noncooperative binding of a single-stranded DNA-binding protein. Specifically, we demonstrate that oligo(dT) E-DNA sensors are able to quantitatively detect nM levels (50 nM-4 μM) of gene 32 protein (g32p). Furthermore, the sensors exhibit signal that is able to distinguish between the cooperative binding of the full-length g32p and the noncooperative binding of the core domain (*III) fragment to single-stranded DNA. Finally, we demonstrate that this binding is both probe-length- and ionic-strength-dependent. This study illustrates a new quantitative property of this powerful class of biosensor and represents a rapid and simple methodology for understanding protein-DNA binding mechanisms.
Electrochemical-based
sensors that utilize nucleic acids as recognition
elements enable the detection of a wide range of biologically relevant
target analytes.[1−17] These sensors typically comprise electrode-appended short-chain
nucleic acids that are modified at the distal end with a redox-active
reporter molecule.[18] Using this strategy,
several reports demonstrate the detection of complementary DNA targets,[2,6,9,10,15] single- and double-stranded DNA binding
proteins,[16] and triplex-forming oligonucleotides.[8] The use of specific, target-binding sequences,
e.g. aptamers, enables an even broader range of target detection including
proteins[7,12,13] and small
molecules.[1,3−5,11,12,17]The signaling mechanism of electrochemical, DNA-based (E-DNA)
sensors
affords their excellent sensitivity, specificity, and selectivity.
Signaling relies on target-binding-induced changes in the flexibility
and/or conformation of the electrode-appended nucleic acid probe.[19−21] These changes alter the efficiency with which the covalently linked
redox marker can be oxidized or reduced at the interrogating electrode
surface. The voltammetric peak current associated with the reduction
and oxidation of the redox marker is used to quantify the amount of
target analyte present. To date, E-DNA sensors have achieved detection
down to pM levels of DNA,[2] pM levels of
protein,[7] and low μM levels of small
molecule targets.[1,11] Additionally, the nature of the
nucleic acid probe and target interaction (e.g., DNA–DNA, DNA-binding
protein–DNA, and target–aptamer binding interactions)
allows for specific analyte detection. Finally, by combining the specific
recognition abilities of the DNA probes and the selectivity of the
electrochemical measurement, E-DNA sensors have been shown to function
when employed in complex environments.[3,5,7,13,17,22]E-DNA sensors have emerged
as a promising biosensor device in the
detection and quantification of target analytes; however, they have
seen little use in elucidating information about the biomolecular
interactions occurring upon analyte binding. Furthermore, while several
reports have described the utility of alternative DNA-modified electrode
platforms for studying DNA–protein binding interactions,[23−28] to the best of the authors’ knowledge, this is the first
report of E-DNA sensors used for discerning cooperative DNA-protein
binding. Here, we demonstrate the utility of the E-DNA sensing platform
toward the investigation of cooperative and noncooperative binding
of proteins. Using a simple E-DNA sensor, we show that this class
of sensor is able to distinguish between cooperative and noncooperative
binding by monitoring the interactions between oligodeoxythymidylate
[(dT)] DNA probes of various lengths
and the single-strand DNA binding protein bacteriophage T4 gene 32
protein (g32p).[29,30] Using the full-length protein,
which binds cooperatively to single-strand DNA,[29] and a truncated core domain (*III)[30] fragment that binds noncooperatively to DNA,[29−31] the oligo(dT)
E-DNA sensors are able to quantify target concentrations down to nM
levels and are able to qualitatively and quantitatively distinguish
between the two binding interactions. This new ability adds to the
growing analytical capabilities of electrochemical, DNA-based sensors
and may represent a relatively rapid and simple methodology in investigating
DNA–binding protein interactions.
Materials
and Methods
Chemicals
6-Mercapto-1-hexanol, tris(2-carboxyethyl)phosphine
hydrochloride, tris base, sodium chloride, magnesium chloride, tris-hydrocholoric
acid, ethylenediaminetetraacetic acid, glycerol, β-mercaptoethanol,
and hexaammineruthenium(III) chloride (98%) were all purchased
from Sigma-Aldrich and were used as received. Tris buffer (100 mM
NaCl, 20 mM Tris, 5 mM MgCl2, pH = 7.4) was used in the
preparation of the sensors, while protein storage buffer (20 mM Tris-HCl,
pH 8.1, 1 mM EDTA, 10% glycerol, 1 mM β-mercaptoethanol, 20
mM NaCl) was used in the electrochemical measurements unless otherwise
specified. The (dT) DNA probes (HPLC-purified,
Biosearch Technologies, Inc., Novato, CA), modified with thiol on
the 5′ terminus and redox active methylene blue on the 3′
end, were diluted with 1X Tris-EDTA buffer (pH 8.1) and were used
as is without further purification. Full-length bacteriophage T4 gene
32 protein (g32p) and the core domain (*III) fragment were isolated,
purified, and characterized using previously described methods.[29,32−34] Stock solutions of purified g32p (20 μM) and
*III (60 μM) protein were used without further purification.
The concentrations of the intact and core domain proteins were determined
spectrophotometrically (ε280 = 3.7 × 104 M–1 cm–1).[29,35] Bovinethrombin (Akron Biotech) was generously provided by Dr. Minjoung
Kyoung (UMBC) and used as received. The concentration of the stock
thrombin solution (20 μM) was determined using its absorbance
at 280 nm (ε280 = 1.95 × 103 M–1 cm–1).
Sensor Fabrication
Electrochemical DNA sensors (oligo(dT)
E-DNA) were fabricated on 2 mm polycrystalline gold rod electrodes
(CH Instruments, Austin, TX) using a previously described method.[18] Briefly, the electrodes were mechanically polished
in a microcloth using a small amount of monocrystalline diamond suspension
in water (Buehler, Lake Bluff, IL) and were sonicated in ultrapure
water for 5 min. The electrodes were then rinsed with ultrapure water,
followed by polishing in a micropolish containing aluminum oxide in
water (Buehler, Lake Bluff, IL). Finally, the electrodes were thoroughly
rinsed and sonicated in ultrapure water for 5 min. Electrochemical
cleaning of the polished electrodes was done by first scanning in
0.5 M NaOH to reduce and remove any sulfur molecules linked to the
gold surface, followed by a series of oxidation–reduction scans
in 0.5 M H2SO4 to remove any organic contaminants
while forming and reducing the gold oxide layer. The chloride etching
step is then performed in 0.1 M H2SO4/0.01 M
KCl, followed by scanning in 0.05 M H2SO4 to
completely reduce the gold oxide monolayer on the surface, and allows
for an estimation of the electrode area.Sensor surface modification
was performed using the “insertion” method recently
described by Josephs and Ye.[36] Briefly,
the clean electrodes were thoroughly rinsed with ultrapure water and
incubated in 3 mM 6-mercapto-1-hexanol (in Tris Buffer) for 1 h to
allow for the gold–thiol monolayer to form at the electrode
surface. While the electrodes were being incubated in mercaptohexanol,
the oligodeoxythymidylate (e.g., (dT)7, (dT)14, and (dT)21) DNA probes were simultaneously incubated
in 10 mM tris(2-carboxyethyl)phosphine hydrochloride (TCEP)
for 1 h to reduce any disulfide linkages that may be present in the
DNA probe solution arising from the synthesis of the thiol-modified
DNA probes. Following incubation, the electrodes were immersed in
the solution containing the reduced oligo(dT) DNA probes (diluted
in Tris buffer to 500 nM, the concentration of which was determined
spectrophotometrically at 260 nm) for 1 h, allowing the DNA to anchor
itself onto the surface of the electrodes by “inserting”
into the “defect” sites of the mercaptohexanol monolayer.[36] Finally, the sensors were thoroughly washed
with ultrapure water and stored in protein storage buffer prior to
titration.
Electrochemical Measurements and Data Analysis
All
titrations were performed using square wave voltammetry in a three-electrode
setup (Ag/AgCl reference electrode, platinum wire counter electrode)
on a CH Instruments 620D Electrochemical Workstation (CH Instruments,
Austin, TX), employing a step potential of 0.001 V, an amplitude of
0.025 V, and a frequency of 500 Hz. All titrations were carried out
in a 3 mL glass cell using the protein storage buffer unless otherwise
stated. Data analysis was carried out utilizing the voltammetric peak
currents recorded for the reversible oxidation–reduction of
methylene blue, as a result of target-induced conformational changes
within the olido(dT) DNA probes. The varying voltammeric responses
were expressed as % signal changes ± SD and were plotted against
the concentration of target. All titrations and sensor measurements
were performed using at least three fabricated sensors. The error
bars reported represent the standard deviation of measurements made
on each sensor and, thus, represent sensor-to-sensor variability.
Surface coverage measurements were performed using the well-established
chronocoulometric method of electrostatically associated hexaamine
ruthenium described by Steel et al.[37] Briefly,
probe surface density was quantified by calculating the number of
cationic redox molecules that were electrostatically trapped at the
anionic DNA backbone, which is directly proportional to the amount
of phosphate molecules (hence, DNA) on the gold electrode surface
using a 500 μM hexaammineruthenium(III) chloride
solution in 10 mM Tris, pH = 7.3. The values were expressed as probe
surface density ± SD in units of molecules/cm2 and
were plotted for each electrode, as detailed in the Supporting Information (Figure S1).
Results and Discussion
To demonstrate the ability of the E-DNA sensor platform to monitor
cooperative binding, we utilized a representative, well-characterized
DNA-binding protein–bacteriophage T4-coded gene 32 protein
(g32p). This protein is involved in DNA replication, recombination,
and repair.[30,34,38] The 33.5 kDa protein comprises 301 amino acid residues that are
classified into three domains: the N-domain (residues 1–21),
the core domain (residues 22–253), and the C-domain (residues
254–301).[30,34] The full-length g32p has a (calculated)
isoelectric point (pI) of 4.8; however, the isoelectric point of the
protein by itself does not generally relate to its DNA-binding activity,
or the electrostatic contribution to this activity. Critical is the
charge of the binding surface, which typically represents only a small
part of the protein’s exterior. Although the pI of the full-length
protein includes the contribution of the acidic C-domain (pI = 3.6),
even the core domain (*III), the single-stranded nucleic acid binding
domain, is moderately acidic (pI = 5.4). If one examines the surface
of *III, there are only two places where one finds a strongly positive
electrostatic potential: a narrow cleft within which ssDNA binds and
a section adjacent to the cleft.[34] As such,
full-length gene 32 protein binds single-strand nucleic acids, occluding
∼7 nucleotide residues per g32p monomer (n)[31,35] and does so cooperatively, as a result of
interactions between the N-terminal domain of one protein and the
core domain on the adjacent protein.[29−31] Cooperativity is dependent
on the presence of the N-terminal domain, as the truncate with only
the C-domain removed binds cooperatively, whereas removal of the N-domain
destroys cooperativity.[31] Deletion of both
the N- and C-termini regions creates a core domain (*III) fragment
(lacking cooperativity) with a binding site size (n) reduced by about one to two nucleotide residues (n = ∼5.5) relative to the full-length g32p.[39] Because the interactions between g32p and single-strand
DNA (ssDNA) are well characterized, the full-length g32p and the *III
cleavage product represent good model proteins to study cooperative
and noncooperative binding using the E-DNA sensing platform.As model E-DNA sensors, we fabricated sensors using oligo(dT) DNA
strands of various lengths ((dT)7, (dT)14, and
(dT)21; Scheme 1). These DNA probe
strands are expected to be free of any secondary structure and should
be relatively flexible. The E-DNA sensors were fabricated using the
“insertion” method recently described by Josephs and
Ye,[36] as opposed to the “backfill”
method commonly employed in fabricating this type of sensor.[18] Josephs and Ye demonstrate that the “insertion”
method leads to a more uniform distribution of DNA molecules on the
sensor surface in contrast to DNA aggregates or islands. Characterization
of the packing density of surfaces prepared with (dT)21 probes using both methods demonstrates that the “insertion”
method consistently and reproducibly yields lower DNA packing density
(Supporting Information Figure S1). Specifically,
with a constant DNA concentration (500 nM) during the fabrication
process, we find that the “backfill” method yields packing
densities of 9.72 × 1012 ± 5.70 × 1011 molecules/cm2 while the “insertion”
method yields surfaces with 2.11 × 1012 ± 1.36
× 1011 molecules/cm2. Moreover, we find
that sensors fabricated using the “insertion” method
yield much more reproducible results with lower apparent binding affinities
(KDapp) when compared to those fabricated
using the “backfill” method as indicated by the sensor-to-sensor
reproducibility (Supporting Information Figure S2).
Scheme 1
E-DNA Sensors with Oligodeoxythymidylate [(dT)] DNA Probes Exhibit a Decrease in the Current
Signal When
a Target g32 Protein Is Bound
Oligo(dT) E-DNA sensors comprise
a sensing electrode modified with single-stranded, unstructured oligo(dT),
[(dT)], DNA strands of various lengths
(7, 14, and 21 nucleotides) modified at their distal ends with a redox-active
methylene blue. Protein binding to the oligo(dT) E-DNA sensor causes
a change in the flexibility of the (dT) probe; thus, the efficiency with which electrons can be transferred
results in a decrease in the measured current (signal-off).
E-DNA Sensors with Oligodeoxythymidylate [(dT)] DNA Probes Exhibit a Decrease in the Current
Signal When
a Target g32 Protein Is Bound
Oligo(dT) E-DNA sensors comprise
a sensing electrode modified with single-stranded, unstructured oligo(dT),
[(dT)], DNA strands of various lengths
(7, 14, and 21 nucleotides) modified at their distal ends with a redox-active
methylene blue. Protein binding to the oligo(dT) E-DNA sensor causes
a change in the flexibility of the (dT) probe; thus, the efficiency with which electrons can be transferred
results in a decrease in the measured current (signal-off).
Electrochemical DNA Sensors Specifically and Quantitatively
Respond to g32p
E-DNA sensors fabricated with varying lengths
of oligo(dT) DNA respond specifically to full-length g32p binding
in a “signal-off” manner. To test the detection abilities
of the E-DNA sensor, we fabricated sensors using a (dT)21 DNA probe sequence. The (dT)21 probes were modified with
a thiol at the 5′-terminus and with a redox-active methylene
blue at the 3′-terminal for electrochemical signaling (Scheme 1). In the absence of a g32p target, the redox-labeled
(dT)21 DNA probe is relatively flexible, allowing for efficient
electron transfer between the methylene blue and the gold electrode
surface. This is confirmed via the observation of a relatively high
voltammetric peak current for the reversible reduction of methylene
blue as characterized using square wave voltammetry (Figure 1). Conversely, when a saturating amount of full-length
g32p is added (4 μM, determined vide infra),
binding of g32p to the single-strand DNA causes a readily measurable
decrease in the peak current after a ∼30 min equilibration
time (Figure 1). The bound ∼33.5 kDa
protein decreases the flexibility and, thus, the collision rate, of
the (dT)21 DNA probe, which in turn reduces the efficiency
of electron transfer between methylene blue and the interrogating
gold electrode surface. Because target binding results in a decrease
in the measured signal, this sensor is classified as a “signal-off”
sensor.[15]
Figure 1
Oligo(dT) E-DNA sensor specifically responds
to the presence of
gene 32 protein (g32p) in solution. E-DNA sensors modified with (dT)21 probe are employed to detect the presence of g32p. Upon
binding of g32p, a decrease in the voltammetric peak current is observed,
which is readily measured using square wave voltammetry.
Oligo(dT) E-DNA sensor specifically responds
to the presence of
gene 32 protein (g32p) in solution. E-DNA sensors modified with (dT)21 probe are employed to detect the presence of g32p. Upon
binding of g32p, a decrease in the voltammetric peak current is observed,
which is readily measured using square wave voltammetry.The observed sensor signal change is a result of
specific single-strand DNA–protein interactions.
To test the
specificity of the single-strand oligo(dT) E-DNA
sensor signaling to g32p, we employed a control sensor comprising
double-stranded DNA (dsDNA) as the surface probe. We achieved this
sensor architecture by adding an oligodeoxyadenylate [(dA)21] DNA complement to our prepared (dT)21 E-DNA
sensors. As expected, the addition of saturating levels of (dA)21 DNA (500 nM) causes a decrease in the observed peak current
(Figure 2, top) as a result of the transition
from flexible ssDNA to the relatively rigid (but still dynamic) dsDNA.[20,40] This observation confirms that the surface probes are dsDNA. The
sensors were then immersed in a fresh buffer solution containing 4
μM g32p and exhibited no appreciable changes in the voltammetric
peak current after 30 min of incubation time (Figure 2, top). The lack of binding to dsDNA demonstrates that the
observed sensor response is a result of specific single-strand g32p-DNA binding interactions as opposed to nonspecific interactions
with the sensor surface. To provide further evidence that signaling
is specific to g32p interacting with the surface-bound ssDNA, we performed
a control experiment by challenging our sensors with a similarly sized
protein. Specifically, we challenged our sensors against the 37-kDa
protein bovinethrombin (pI = 7.05–7.1), which possesses two
positively charged binding sites.[41,42] Sensors fabricated
with (dT)21 incubated with 4 μM thrombin for 30 min
exhibited no change in voltammetric peak current (Figure 2, bottom), further confirming the specificity of
our modified surface to g32p binding.
Figure 2
(dT)21 E-DNA sensor does not
show any significant nonspecific
interactions with the gold electrode surface, double-strand DNA (dsDNA),
and non-DNA-binding protein. (Top) A double-strand E-DNA sensor architecture
is achieved by adding the complement, (dA)21, and used
to test the selectivity and specificity of the single-strand E-DNA
sensor. No significant changes in the current signals are observed,
which indicates that the sensors are specific to single strand DNA binding. (Bottom) To further test specificity, E-DNA sensors
modified with (dT)21 DNA probes are tested against a similarly
sized protein biomolecule, thrombin (∼37 kDa), using the same
experimental conditions. Again, no significant changes in the current
signals are obtained, which strongly demonstrates a highly specific
DNA-binding protein binding sensor response.
(dT)21 E-DNA sensor does not
show any significant nonspecific
interactions with the gold electrode surface, double-strand DNA (dsDNA),
and non-DNA-binding protein. (Top) A double-strand E-DNA sensor architecture
is achieved by adding the complement, (dA)21, and used
to test the selectivity and specificity of the single-strand E-DNA
sensor. No significant changes in the current signals are observed,
which indicates that the sensors are specific to single strand DNA binding. (Bottom) To further test specificity, E-DNA sensors
modified with (dT)21 DNA probes are tested against a similarly
sized protein biomolecule, thrombin (∼37 kDa), using the same
experimental conditions. Again, no significant changes in the current
signals are obtained, which strongly demonstrates a highly specific
DNA-binding protein binding sensor response.To quantify g32p concentrations present in solution, we analyzed
the voltammetric peak currents at various concentrations by calculating
percent signal changes. Herein, percent signal change is calculated
as the difference in the peak currents (itarget – io) normalized with respect
to the peak current without target (io). In low salt conditions (20 mM NaCl; Figure 3), we find that the (dT)21 E-DNA sensor responds quantitatively
to g32p concentrations saturating at 4 μM protein with ∼ –34% signal
change. It is
difficult to obtain intrinsic binding affinities from E-DNA sensors
since the apparent extent of binding is dependent on the sensitivity
and signaling of the nucleic acid architecture utilized.[11,43] With this caveat, we estimate an apparent dissociation constant
(KDapp) that is useful for comparing relative
affinities using a Langmuir isotherm. The Langmuir isotherm used to
fit this data is given by eq 1:where S and Smax are signal and signal at saturation, respectively,
and [L] is the free ligand concentration ([g32p]) in solution. KDapp is the apparent, or observed, dissociation
constant (M). This expression is derived with the assumption that
each binding site represents an independent, noninteracting binding
site (which is only true for surfaces with (dT)7 probes)
and that g32p binding does not appreciably alter the concentration
of free g32p in solution. A full derivation of the expression can
be found in the Supporting Information.
Thus, under the low salt conditions utilized, the apparent dissociation
constant for g32p binding to a (dT)21-based sensor is ∼100
nM (Figure 3).
Figure 3
E-DNA sensors quantitatively
detect varying concentrations of gene
32 protein. Sensors modified with (dT)21 probe are used
to detect increasing concentrations of g32p. As g32p binds to the
(dT)21 E-DNA sensor, a decrease in the voltammetric peak
current, expressed as percent signal change, is observed at low salt
conditions (20 mM NaCl). Titration at low ionic conditions leads to
tight binding of g32p to the DNA-based electrochemical sensor, with
an observed binding affinity (KDapp) estimated
to be about ∼100 nM.
E-DNA sensors quantitatively
detect varying concentrations of gene
32 protein. Sensors modified with (dT)21 probe are used
to detect increasing concentrations of g32p. As g32p binds to the
(dT)21 E-DNA sensor, a decrease in the voltammetric peak
current, expressed as percent signal change, is observed at low salt
conditions (20 mM NaCl). Titration at low ionic conditions leads to
tight binding of g32p to the DNA-based electrochemical sensor, with
an observed binding affinity (KDapp) estimated
to be about ∼100 nM.
g32p Binding and Consequently Sensor Signaling is Dependent
on Both Ionic Strength and DNA Probe Length
In order to determine
the conditions at which g32p-DNA binding will be optimal for detecting
cooperative binding, we varied the ionic strength of the buffer solution
and the length of the nucleotide probe, both of which have been shown
to affect g32p binding to single-strand nucleic acids.[29,31] Specifically, the cooperative intrinsic binding affinity of the
full-length protein to single-stranded nucleic acids capable of binding
two or more proteins (>8 nucleotide residues in length) exhibits
NaCl-dependent
binding through the relationship ∂ log K/∂
log[NaCl] ≅ −7, where K is the effective
cooperative binding constant.[31]At
low ionic strength, where g32p binding is dominated by electrostatic
interactions and is tighter than at higher salt conditions, the observed
percent signal changes were independent of probe length (Figure 4, top), although the calculated current densities
for these sensors do show a quantitative dependence on the DNA probe
length as expected (Supporting Information Figure S3). Sensors fabricated with (dT)7, (dT)14, and (dT)21 all exhibit similar binding curves, within
error of each other when tested in 20 mM NaCl solution. Sensor signaling
saturates at ∼4 μM with an average signal change of −37
± 2%. While the line in Figure 4 (top)
is to guide the reader’s eye, the fit to the (dT)7 sensor, which is capable of binding only one protein,[31] is approximated using a Langmuir isotherm fit
as described above. Again, the assumption is that each probe represents
a single, noninteracting binding site, which is reasonable given that
the probe can only accommodate one protein. As such, we calculated
an apparent dissociation constant (KDapp) of approximately 100 nM for g32p binding to a (dT)7 E-DNA
sensor under low ionic strength conditions.
Figure 4
Protein binding and consequently
sensor signaling are dependent
on both ionic strength and DNA probe length. (Top) Oligo(dT) E-DNA
sensors modified with 7, 14, and 21 thymidylate residues are used
to evaluate the ionic-strength- and probe-length- dependence of g32p
binding. Under low salt conditions, the binding curves for all probe
lengths are not significantly different from each other, resulting
from electrostatic DNA–protein binding interactions (KDapp = ∼100 nM). (Bottom) Under high
salt conditions, the binding curves show dependence on DNA probe length
because more binding sites per probe exist (2 and 3 for (dT)14 and (dT)21 probe, respectively). A decrease in the apparent
affinity is calculated and expected with the onset of cooperative
binding. Lines are drawn to guide the reader’s eye.
Protein binding and consequently
sensor signaling are dependent
on both ionic strength and DNA probe length. (Top) Oligo(dT) E-DNA
sensors modified with 7, 14, and 21 thymidylate residues are used
to evaluate the ionic-strength- and probe-length- dependence of g32p
binding. Under low salt conditions, the binding curves for all probe
lengths are not significantly different from each other, resulting
from electrostatic DNA–protein binding interactions (KDapp = ∼100 nM). (Bottom) Under high
salt conditions, the binding curves show dependence on DNA probe length
because more binding sites per probe exist (2 and 3 for (dT)14 and (dT)21 probe, respectively). A decrease in the apparent
affinity is calculated and expected with the onset of cooperative
binding. Lines are drawn to guide the reader’s eye.At high ionic strength, the oligo(dT) E-DNA sensors
exhibited probe-length-dependent
signaling, where the observed percent signal change is greater with
increasing DNA length (Figure 4, bottom). Again,
sensor signaling saturates at about 4 μM, with a signal change
of −16 ± 6%, −36 ± 4%, and −49 ±
4% for the (dT)7, (dT)14, and (dT)21 E-DNA sensors, respectively. Using the Langmuir isotherm fit, we
calculated a KDapp of 198 nM for g32p
binding to a (dT)7 E-DNA sensor at high ionic strength,
which is only slightly higher than the KDapp at low ionic conditions (∼100 nM). Consistent with our observation
of only a modest two-fold change in apparent dissociation constants
for (dT)7 sensors in low and high ionic strength, Von Hippel
and coworkers demonstrated that the overall binding affinity of g32p
to ssDNA capable of binding one protein (short oligonucleotides n < 8) exhibits no ionic strength dependence. Conversely,
oligonucleotides that are capable of binding multiple proteins exhibit
an overall salt-dependent binding affinity equal to (Kint · ω), where Kint is the affinity for an isolated site on the nucleic acid and ω
is the cooperativity parameter.[44−46] The salt dependence of binding
is related to Kint, which increases with
increasing salt concentrations while the cooperativity (ω) is
salt-independent. Furthermore, DNA probes with multiple bound proteins
will likely exhibit a larger decrease in the measured current, thus
increasing the magnitude of the signal change. Consistent with this,
the sensors modified with the (dT)21 DNA probe exhibited
the greatest percent signal change (−49%), while the shortest
(dT)7 DNA probe had the smallest change (−16%),
both at saturating concentrations of g32p (4 μM; Figure 4, bottom).
E-DNA Sensors Distinguish between Cooperative
and Non-Cooperative
Binding
Sensors fabricated with (dT) DNA probes exhibit distinctly different binding curves for
the cooperatively binding full-length g32p and its noncooperatively
binding *III fragment. Specifically, we find that the effect of cooperativity
is amplified at longer probe lengths (Figure 5). We investigated the sensor response using various lengths of DNA
probes (e.g., (dT)7, (dT)14, (dT)21, and (dT)80), which interacted with both the full-length
protein and the *III core domain. As noted above, the cooperative
property of g32p requires the presence of the N-terminal domain; thus,
the *III core domain, lacking both the N- and C-domains, is not expected
to display cooperative binding.[39] Previous
reports have shown that oligo- and polynucleotides bind both full-length
g32p and *III protein,[29,39] which correlate with the specific
responses we obtained using our oligo(dT) E-DNA sensors (Figure 5). The binding curves for the *III protein (Figure 5, gray curves) are similar to each other, regardless
of the DNA probe length, displaying a maximum of ∼ –24%
signal change at saturation. In contrast, the binding curves for the
full-length g32p (Figure 5, black curves) exhibit
a pronounced dependence on DNA probe length, showing an increase in
sensor signaling (from ∼ –16% to −49%
maximum signal change at saturation) as the probe length is increased.
Figure 5
Oligo(dT)
E-DNA sensors distinguish between cooperative binding
of full-length g32p and noncooperative binding of the core domain
(*III) fragment. Sensors modified with (dT)7, (dT)14, (dT)21, and (dT)80 DNA probes are
utilized to differentiate between cooperative and noncooperative binding,
with the full-length g32p and truncated core domain (*III) protein
used as targets. At high ionic strength, the full-length g32p cooperatively
binds single-strand DNA in a probe-length-dependent manner (black
lines), while the *III protein binds tightly and noncooperatively
to DNA (gray lines). As seen in the binding curves, the full-length
g32p generally exhibits weaker DNA–protein binding interactions
relative to *III protein, which is characteristic of cooperativity
between protein molecules. Except in the plots showing binding to
(dT)7, which is fit to the Langmuir expression, lines are
drawn to guide the reader’s eye.
Oligo(dT)
E-DNA sensors distinguish between cooperative binding
of full-length g32p and noncooperative binding of the core domain
(*III) fragment. Sensors modified with (dT)7, (dT)14, (dT)21, and (dT)80 DNA probes are
utilized to differentiate between cooperative and noncooperative binding,
with the full-length g32p and truncated core domain (*III) protein
used as targets. At high ionic strength, the full-length g32p cooperatively
binds single-strand DNA in a probe-length-dependent manner (black
lines), while the *III protein binds tightly and noncooperatively
to DNA (gray lines). As seen in the binding curves, the full-length
g32p generally exhibits weaker DNA–protein binding interactions
relative to *III protein, which is characteristic of cooperativity
between protein molecules. Except in the plots showing binding to
(dT)7, which is fit to the Langmuir expression, lines are
drawn to guide the reader’s eye.Of note, we observe a larger signal change (−26%)
when the
*III fragment binds to the (dT)7 probe in comparison to
binding of the full protein ( ∼ –16%)
to the same probe. Since the binding site for the full-length protein
is ∼7 nucleotides per g32p monomer, the poor binding ability
that we observed may be due to deleterious steric interactions of
the N- and C-domains with the electrode surface. With these portions
of the protein missing on the *III fragment and the slightly smaller
binding site (n = ∼5.5 nucleotide residues
per g32p monomer), the *III protein is able to approach the sensor
surface more effectively, and thus binds with greater affinity.These results strongly suggest that the difference in signaling
for oligo(dT) E-DNA sensors binding the full-length protein versus
the *III fragment is a result of the cooperative binding of the full-length
protein to DNA, as opposed to the *III fragment, which lacks the component
involved in cooperative binding (N-domain). The increased variability
in the maximum signal changes observed for the full-length protein
is a consequence of cooperative binding of g32p to the DNA probes.
Cooperative binding is dependent on the presence of the N-domain.
As a result, the full-length g32p is able to bind to the growing length
of the DNA strand, while undergoing protein–protein interactions
that lead to cooperative protein binding to ssDNA (Figure 5) and thus results in greater signal suppression.
Conclusion
In this report, we have developed a simple electrochemical-DNA
sensor modified with varying lengths of oligo(dT) probes for the quantitative
detection of gene 32 protein and have monitored cooperative and noncooperative
binding of the protein to ssDNA. We have successfully demonstrated
the quantitative sensing ability of the oligo(dT) E-DNA sensors with
high sensitivity, specificity, and reproducibility. Specifically,
we have created E-DNA sensors that were sensitive to nanomolar concentrations
of g32p and were highly specific since they did not show any significant
nonspecific interactions with either the gold electrode surface or
dsDNA. Using these sensors, we were able to characterize some of the
binding properties of the full-length g32p by quantitatively evaluating
the protein’s dependence on ionic strength and DNA probe length.
Lastly, the E-DNA sensors were able to quantitatively and qualitatively
distinguish between the cooperative binding of full-length g32p and
the noncooperative binding of truncated *III protein to single-strand
nucleic acids, in agreement with reports in the literature.We have demonstrated the quantitative ability of the E-DNA sensing
platform to characterize DNA–protein binding interactions and
its adaptation to determine the presence or absence of cooperativity.
This new ability adds to the growing toolbox enabled by the use of
electrochemical, DNA-based sensors and may represent a relatively
rapid and simple way for understanding DNA-binding protein interactions.
Authors: Rebecca Y Lai; Eric T Lagally; Sang-Ho Lee; H T Soh; Kevin W Plaxco; Alan J Heeger Journal: Proc Natl Acad Sci U S A Date: 2006-03-03 Impact factor: 11.205
Authors: I Mitch Taylor; Zhanhong Du; Emma T Bigelow; James R Eles; Anthony R Horner; Kasey A Catt; Stephen G Weber; Brian G Jamieson; X Tracy Cui Journal: J Mater Chem B Date: 2017-03-06 Impact factor: 6.331
Authors: Lauren R Schoukroun-Barnes; Florika C Macazo; Brenda Gutierrez; Justine Lottermoser; Juan Liu; Ryan J White Journal: Annu Rev Anal Chem (Palo Alto Calif) Date: 2016-04-06 Impact factor: 10.745
Authors: Vasileia Vogiazi; Armah de la Cruz; William R Heineman; Ryan J White; Dionysios D Dionysiou Journal: Anal Chem Date: 2021-01-04 Impact factor: 6.986