Molecule-specific noncovalent bonding on cell surfaces is the foundation for cellular recognition and functioning. A major challenge in probing these bonds is to resolve the specific bonds quantitatively and efficiently from the nonspecific interactions in a complex environment. Using force-induced remnant magnetization spectroscopy (FIRMS), we were able to resolve quantitatively three different interactions for magnetic beads bearing anti-CD4 antibodies with CD4(+) T cell surfaces based upon their binding forces. The binding force of the CD4 antibody-antigen bonds was determined to be 75 ± 3 pN. For comparison, the same bonds were also studied on a functionalized substrate surface, and the binding force was determined to be 90 ± 6 pN. The 15 pN difference revealed by high-resolution FIRMS illustrates the significant impact of the bonding environment. Because the force difference was unaffected by the cell number or the receptor density on the substrate, we attributed it to the possible conformational or local environmental differences of the CD4 antigens between the cell surface and substrate surface. Our results show that the high force resolution and detection efficiency afforded by FIRMS are valuable for studying protein-protein interactions on cell surfaces.
Molecule-specific noncovalent bonding on cell surfaces is the foundation for cellular recognition and functioning. A major challenge in probing these bonds is to resolve the specific bonds quantitatively and efficiently from the nonspecific interactions in a complex environment. Using force-induced remnant magnetization spectroscopy (FIRMS), we were able to resolve quantitatively three different interactions for magnetic beads bearing anti-CD4 antibodies with CD4(+) T cell surfaces based upon their binding forces. The binding force of the CD4 antibody-antigen bonds was determined to be 75 ± 3 pN. For comparison, the same bonds were also studied on a functionalized substrate surface, and the binding force was determined to be 90 ± 6 pN. The 15 pN difference revealed by high-resolution FIRMS illustrates the significant impact of the bonding environment. Because the force difference was unaffected by the cell number or the receptor density on the substrate, we attributed it to the possible conformational or local environmental differences of the CD4 antigens between the cell surface and substrate surface. Our results show that the high force resolution and detection efficiency afforded by FIRMS are valuable for studying protein-protein interactions on cell surfaces.
The noncovalent bonds
between ligand molecules and their corresponding
receptors on a cell surface are important for cellular recognition
and functioning.[1−3] Determining the various strengths of these noncovalent
bonds is therefore critical for quantitatively evaluating the binding
specificity and effect of drug molecules.[4] A challenging task is to identify and consequently eliminate interference
from ubiquitous nonspecific absorption.[5,6] When single-molecule
techniques are employed, a large number of measurements must be performed,
and the measurements must be carefully filtered to obtain statistically
significant results.[7,8] Therefore, these methods are limited
by a low measuring efficiency. Nevertheless, atomic force microscopy
(AFM) and optical tweezers have been extensively used to obtain force
measurements of noncovalent bonds on substrate and cell surfaces,
providing a wealth of information regarding the morphology of cell
surfaces, configuration of molecules on surfaces, and cell surface
receptor distribution.[9−12] Another challenge encountered with these studies is the accuracy
of the force measurements, particularly when studying bonds under
the equilibrium state. The current techniques usually produce a broad
distribution range of binding forces, making it difficult to compare
molecular bonds under different conditions.[13,14] In addition, most AFM studies concern the dynamic binding between
the protein pair. It has been shown that the binding force varies
with regard to the interaction time.[15] Therefore,
to probe the equilibrium state of molecular bonds in an efficient
manner, an alternative approach is needed.Recently, we reported
the development of force-induced remnant
magnetization spectroscopy (FIRMS), which uses an external mechanical
force to distinguish the specific molecular bonds from nonspecific
physisorption.[16] The binding forces of
noncovalent ligand–receptor bonds can be precisely determined
by gradually increasing the mechanical force in the form of shaking,[16] centrifugal,[17] or
acoustic input.[18] The general scheme is
that the receptor molecules are immobilized on a surface, and the
ligand molecules are labeled with magnetic beads. After applying the
force at selected values, the overall magnetic signal of the beads
is detected by a sensitive atomic magnetometer.[19−21] Bond dissociation
is indicated by a decrease in the magnetic signal at a corresponding
force value because the dissociated particles either will obtain random
magnetic dipole orientations or will be removed from the sample system.
The atomic magnetometer, located at several millimeters away from
the sample, is mechanically separated from the magnetic beads. This
detection method measures 104–105 bonds
simultaneously. Its force resolution of ∼2 pN allows for distinguishing
different protein–protein bonds[18] and DNA duplexes having a single nucleotide difference.[17] However, prior to this work, the applications
of FIRMS were limited to measuring molecular bonds on functionalized
substrates. In this paper, we demonstrate quantitative measurements
on cell surfaces for the first time.Specifically, we show that
the binding force of noncovalent ligand–receptor
bonds on cell surfaces can be precisely determined by FIRMS and resolved
from other interactions. We chose to study CD4 antibody–antigen
bonds on the surface of CD4+ T cells due to their significance
in humanimmunodeficiency virus infection and cancers.[22,23] The expression of the CD4 antigen of this type of cell has been
studied by flow cytometry[24] and mass spectrometry.[25] Additionally, AFM has been used to measure the
binding force of the CD4 bonds on functionalized mica surfaces.[26] Our FIRMS results for measurements taken on
cells and functionalized surfaces are compared under various conditions,
with each other and with the existing results obtained using other
techniques.
Results and Discussion
Figure shows a
typical magnetic signal profile in a relatively wide force range of
0–144 pN for the anti-CD4 antibodies on the magnetic beads
binding with the CD4 receptors on the cell surface. The two decreases
in the profile, at approximately 25 and 82 pN, correspond to the dissociation
of two different interactions. For this profile, the signal remains
constant after 82 pN until the force limit, which indicates a strong
interaction with a binding force exceeding 144 pN. These observations
allow us to divide the profile into three regions as indicated in Figure a. The first, region
I (between 0 and 25 pN), represents the nonspecific binding between
the antibody-conjugated magnetic beads and the cell surface, which
has been well documented in both of our previous works[16,17] and single-molecule studies.[5,15] The second region of
decreased signal, region II between 50 and 82 pN, is assigned to the
dissociation of the specific bonds between anti-CD4 antibody and CD4
antigen (referred to as CD4 bonds hereafter). To confirm this assignment,
we performed two control experiments in which there were either no
cells or no matching antibodies on the magnetic beads. In the latter
case, the beads were conjugated with a CD3 antibody. No signal decrease
was observed at 50–82 pN for either case (Figure , green and black traces).
Therefore, we concluded that CD4 bonds have a binding force in region
II. The third region, region III (above 82 pN), is associated with
stronger bonding than the CD4 bonds, which also existed between CD3
antibody-conjugated beads and the cell surface. We attribute the continued
presence of bound magnetic beads to possible multiple bonds or strong
nonspecific interactions similar to studies using AFM or magnetic
tweezers.[3,27−29] The three different
interactions are schematically illustrated in Figure b. We note that the binding force for the
biotin–streptavidin bonds is approximately 250 pN,[27] which then should not interfere with the assignment
of the three regions for the CD4 bonds.
Figure 1
FIRMS
results for the CD4 antibody–antigen interactions
on cell surfaces. (a) Magnetic signal profile as a function of an
external mechanical force revealing three different surface interactions
(red trace). The green and black traces are control experiments as
labeled. (b) Schematic illustration of the possible interactions between
the anti-CD4 antibody-conjugated magnetic beads and CD4+ T cells. The interaction types are I, weak nonspecific interactions;
II, specific CD4 bonds; and III, stronger interactions.
FIRMS
results for the CD4 antibody–antigen interactions
on cell surfaces. (a) Magnetic signal profile as a function of an
external mechanical force revealing three different surface interactions
(red trace). The green and black traces are control experiments as
labeled. (b) Schematic illustration of the possible interactions between
the anti-CD4 antibody-conjugated magnetic beads and CD4+ T cells. The interaction types are I, weak nonspecific interactions;
II, specific CD4 bonds; and III, stronger interactions.The signal amplitude of each region provides the
quantity of the
magnetic beads bound through the corresponding interaction. Our primary
interest in this work centers on the 18 pT decrease in region II that
belongs to the CD4 bonds. Based on the calibration of the magnetic
signal vs the number of beads,[17] the 18
pT signal corresponds to 5.4 × 104 magnetically labeled
CD4 bonds. The majority of the initial magnetic signal correlates
to the weak nonspecific binding, which was 77 pT of the initial 126
pT; leaving 31 pT for the remaining stronger interaction. Therefore,
the specific CD4 bonds only comprised ∼14% of the total possible
surface interactions. This percentage is consistent with the binding
probabilities obtained by AFM and other force techniques.[5,6,15] The difference, however, is that
FIRMS captures all of the interactions in a single measurement, whereas
AFM requires hundreds of repeated measurements or more.Optical
imaging by a microscope was used to verify the immobilization
of the cells and to determine the cell density. The images of the
sample were taken before and after the forces were applied. Cell counting
for the same sizes of field of view of 0.04 mm2 yielded
242 ± 16 and 250 ± 8, respectively. The similar numbers
confirm the successful immobilization of the cells. The residual magnetic
beads (black dots) in Figure b correspond to the strongly bound magnetic particles after
application of the 144 pN force (conclusion of region III in Figure ). Because the overall
surface area of the sample well is 7 mm2, we calculate
the total number of cells to be 4.3 × 104. The average
size of the cells is estimated to be 5.3 μm in diameter from
the SEM images. Therefore, the surface coverage of the cells is approximately
15%.
Figure 2
Optical images of the CD4+ T cell decorated surfaces.
(a) Before incubating with magnetic beads and applying mechanical
force and (b) after FIRMS measurements. Scale bars: 20 μm.
Optical images of the CD4+ T cell decorated surfaces.
(a) Before incubating with magnetic beads and applying mechanical
force and (b) after FIRMS measurements. Scale bars: 20 μm.To determine the binding force
of the specific CD4 bonds, we performed
measurements in a narrower force range of 50–120 pN at smaller
force increments. For comparison, the same bonds were also studied
on a CD4 antigen-functionalized gold substrate. The resulting magnetic
signal profiles are presented in Figure , with their corresponding force spectra
shown in the insets. The force spectra were obtained by taking the
derivative of the corresponding magnetic signal profiles. The precise
binding forces were extracted from the Gaussian fittings of the force
spectra, which were 75 ± 3 pN for the cell surface and 90 ±
6 pN for the CD4 antigen-functionalized gold substrate. Control experiments
were performed to confirm the specific bonds on the gold surface (Figure S1). Measurements for each case were repeated
four times, and similar binding forces were obtained for each surface
type (Figure S2). The error bars of the
force values are the respective standard deviations of the measurements.
The value we obtained on the functionalized substrate is consistent
with the mean value of 79 ± 59 pN obtained by AFM,[26] but with much improved force certainty.
Figure 3
High-resolution
analysis of the binding forces of the CD4 bonds.
(a) Results for the CD4+ T cell surface. (b) Results for
the CD4 antigen-functionalized substrate. Insets are the Gaussian
fittings of the corresponding force spectra.
High-resolution
analysis of the binding forces of the CD4 bonds.
(a) Results for the CD4+ T cell surface. (b) Results for
the CD4 antigen-functionalized substrate. Insets are the Gaussian
fittings of the corresponding force spectra.The high force resolution of FIRMS reveals a new observation
that
the CD4 bonds are substantially weaker on the cell surface than they
are on the functionalized substrate surface. There are several possible
reasons that might explain the reduced binding force, such as differences
in antigen conformation or local environment, cell counts on the surface,
and antigen densities on the substrate. To examine possible reasons
for the force difference, we attempted to reduce the cell number and
to reduce the antigen density on the substrate. The resulting force
measurements are shown in Figure . For the reduced cell number, the binding force was
determined to be 70 ± 5 pN, which showed no difference from the
result for the higher cell number. The associated SEM image shows
that, under this condition, the cells were well separated on the surface,
eliminating most of the cell–cell interactions and the potential
effect on the CD4 bonds (Figure S3). Cell
counting for the image yielded an estimated total of 2.4 × 104 cells in the sample, or ∼56% of the initial cell density.
Separately, we achieved a reduced antigen density on the functionalized
substrate by using a mixture of tetradecanethiol and mercaptohexadecanoic
acid (4:1 ratio) to dilute the carboxylic acid groups on the surface.
The result in Figure b shows the same binding force of 88 ± 7 pN as the 90 ±
6 pN obtained for the higher antigen density in Figure b. Note that the overall signal was much
lower because of the reduced amount of antigen molecules on the surface.
Further dilution until there was barely any magnetic signal, in which
the tetradecanethiol to mercaptohexadecanoic acid ratio is 10:1, showed
that the binding force remained the same (Figure S4). To quantify the low densities of the surface antigen,
we carried out an X-ray photoelectron spectroscopy study that produced
results consistent with the magnetic measurements (Supporting Information and Figure S5). These experiments confirmed that the differences in the binding
force between the cell surface and the functionalized substrate are
due neither to cell–cell interactions nor to the neighboring
bonds on the substrate. In contrast, the most plausible rationalization
for the observed different binding strengths is that the CD4 antigens
adopt different conformations or experience different environments
on the surface of the cells as compared to the functionalized substrate.
Figure 4
Plots
of the remnant magnetization as a function of the binding
force under different conditions. (a) Results on the CD4+ T cell decorated surface with fewer cells. (b) Results on the CD4
antigen-functionalized substrate with reduced antigen density. Insets
are the Gaussian fittings of the corresponding force spectra.
Plots
of the remnant magnetization as a function of the binding
force under different conditions. (a) Results on the CD4+ T cell decorated surface with fewer cells. (b) Results on the CD4
antigen-functionalized substrate with reduced antigen density. Insets
are the Gaussian fittings of the corresponding force spectra.In addition to the high force
resolution, the capability of FIRMS
to reveal the total number of molecular bonds enables us to determine
the maximum number of CD4 bonds under our experimental conditions.
In Figure , we varied
the amount of magnetic beads, but maintained a constant number of
cells on each sample. The magnetic signal of the CD4 bonds reached
a plateau at 4.1 × 105 beads; further increasing the
bead number had no effect on the signal. The maximum signal was 22
pT, corresponding to 6.7 × 104 CD4 bonds. This result
indicates that, on average, each cell formed more than one but less
than two single CD4 bonds for the given sizes of the beads and cells.
This observation is consistent with the results in Figure in which the specific antibody–antigen
bonds represented only a small portion of all three types of interactions
between the magnetically labeled antibody molecules and antigens on
the cells. However, we could not provide information regarding the
actual distribution of the number of particles on individual cells.
The quantification and resolution of molecular bonds in our system
are important for many applications, such as using nano- and microparticles
as drug carriers to target specific types of cells.[31,32] Furthermore, the capability of FIRMS to measure a large surface
area to determine the total number of molecular bonds complements
the limited field of view of single molecule-based force techniques
such as AFM and optical tweezers.
Figure 5
Plot of the magnetic signal corresponding
to the CD4 bonds at various
numbers of magnetic beads. Saturation was observed at 4.1 × 105 particles.
Plot of the magnetic signal corresponding
to the CD4 bonds at various
numbers of magnetic beads. Saturation was observed at 4.1 × 105 particles.
Conclusions
We
have shown that FIRMS is capable of resolving the noncovalent
molecular bonds on cell surface with precise force resolution and
high detection efficiency. The binding force of the CD4 bonds on CD4+ T cells was revealed to be 75 ± 3 pN, which is 15 pN
lower than the same type of bond on a CD4 antigen-functionalized gold
substrate. We verified that this difference depends neither on the
cell number nor the coating density on the substrate surface. Because
of this substantial difference, our results suggest that it is necessary
to study protein–protein bonds directly on cell surfaces when
possible. This research has further demonstrated that the FIRMS technique
has the potential to reveal the behavior of protein–protein
bonds during various biological processes such as cell functioning
and drug targeting. Our research is currently exploring related phenomena
in living cells.
Experimental Methods
Materials
CD4+ T cells were purchased from
Innovative Research and preserved according to the manufacturer’s
instructions (details provided in the Supporting Information). CD4 recombinant human protein (PHS0044), CD3D
and CD3E recombinant human protein (10981-H08H), magnetic beads functionalized
with streptavidin (Dynabeads M280), and phosphate-buffered saline
(PBS, pH = 7.4) were purchased from Invitrogen. Bovineserum albumin
(BSA), monoclonal biotinylated humanCD3 antibody produced in mouse
(SHAB4700047), poly(l-lysine) (PLL) (0.1%, w/v, molecular
weight 150,000−300,000), glutaraldehyde (25 wt % in H2O), tetradecanethiol, 16-mercaptohexadecanoic acid (98%), N-hydroxysuccinimide (NHS), and N-(3-(dimethylamino)propyl)-N′-ethylcarbodiimide hydrochloride (EDC) were purchased
from Sigma-Aldrich. The 0.5 M EDTA solution obtained from Ambion was
used as received. Biotinylated anti-CD4 antibody (MEM-241) was obtained
from Abcam. Isolation buffer was prepared from PBS with 0.1% BSA and
2 mM EDTA.
Sample Preparation for CD4 Binding on Cell
Surfaces
Glass slides were cleaned and incubated with 0.01%
(w/v) PLL solution
for 30 min. The PLL-coated glass slides were then rinsed with Milli-Q
water and dried under nitrogen. The sample well was assembled by gluing
the glass to a 20 × 3 × 1 mm3 (L × W × H) polystyrene
piece with a 4 mm × 2 mm oval opening at the center (area 7 mm2). The CD4+ T cells were washed twice with PBS
buffer and diluted to the desired concentrations. The cell concentration
was determined by a hemocytometer. To immobilize the cells on the
PLL coating,[33] 7 μL of cell suspension
in PBS buffer was placed in contact with the surface for 15 min, followed
by adding 3 μL of a mixture of 3.5% (w/v) paraformaldehyde and
1% (w/v) glutaraldehyde in water overnight. The cells were presumably
dead after fixation. After rinsing with PBS buffer three times, the
sample well was immersed in 3% (w/w) BSA solution to reduce nonspecific
interactions. Conjugation of the streptavidin-functionalized magnetic
beads with the biotinylated anti-CD4 antibody was carried out at room
temperature for 1 h. Finally, 7 μL of the magnetic beads (diluted
by 20 times) conjugated with the anti-CD4 antibody was introduced
to the sample well, incubated for 3 h, and magnetized by a permanent
magnet (0.5 T).
Sample Preparation for CD4 Binding on a Functionalized
Surface
The sample well was assembled by attaching a gold-coated
glass
slide (Evaporated Coatings, Inc.) to the same polystyrene piece used
in the previous section. The gold surface
was initially functionalized with carboxylic acid groups by incubating
the surface in a 3 mM ethanolic solution of 16-mercaptohexadecanoic
acid for 24 h. For reduced functionalization densities, tetradecanethiol
was mixed with mercaptohexadecanoic acid at 4:1 and 10:1 ratios, respectively.
The functionalized surface then reacted with 7 μL of aqueous
mixture containing 0.05 M NHS and 0.2 M EDC. Then the sample well
was incubated with the CD4 antigen in PBS for 4 h, followed by exchanging
the protein solution with PBS buffer several times before incubation
of 3% (w/w) BSA for 1 h to minimize nonspecific interactions.[34] After that, 7 μL of the magnetic beads
conjugated with anti-CD4 antibody was introduced to the sample well
and then magnetized.
FIRMS Measurements
Measurements
of the magnetic signals
of the sample were obtained using an atomic magnetometer,[21] which has a noise level of ∼1–2
pT in this work. Mechanical forces of varying amplitudes were produced
by a centrifuge (Eppendorf 5417R) at various speeds. The force amplitude
was calculated based on the equation F = mω2r, where m is the buoyant mass of the beads (4.6 × 10–15 kg, determined in previous work), ω is the centrifuge angular
velocity, and r is the distance of the sample from
the rotation center (8 cm in this work).[17,35] The remnant magnetization of the magnetic beads was subsequently
measured after each application of centrifugal force using a scanning
method that we previously reported.[36] More
details are provided in the Supporting Information, with Figure S6.
Authors: Yves F Dufrêne; Evan Evans; Andreas Engel; Jonne Helenius; Hermann E Gaub; Daniel J Müller Journal: Nat Methods Date: 2011-02 Impact factor: 28.547
Authors: David Alsteens; Vincent Dupres; Sami Yunus; Jean-Paul Latgé; Jürgen J Heinisch; Yves F Dufrêne Journal: Langmuir Date: 2012-11-30 Impact factor: 3.882
Authors: Arati G Kolhatkar; Yi-Ting Chen; Pawilai Chinwangso; Ivan Nekrashevich; Gamage C Dannangoda; Ankit Singh; Andrew C Jamison; Oussama Zenasni; Irene A Rusakova; Karen S Martirosyan; Dmitri Litvinov; Shoujun Xu; Richard C Willson; T Randall Lee Journal: ACS Omega Date: 2017-11-16