3.1. Single-Beam Optical Tweezers
Prior to our systematic investigation of the RBC trapping behavior, we determine the convergence of the simulation as a function of the number of light rays used to describe the light beam. To do so, we simulate numerically the total optical force (
) acting on the centre of the cell as function of the cell displacements from the origin of the reference frame along the
x-direction (
). To evaluate the convergence,
is simulated starting from 10
2 light rays up to 10
4 light rays.
Figure 1a shows
as a function of the number of rays for cell displacement between 0 and 1 μm. Here, it can be seen that
rapidly converges as the number of light rays increases. At each step we calculate the mean squared deviation between the successive ray traces. This quantity decreases rapidly to <1 ×10
−3 pN when the number of rays used exceeds 1.6 × 10
3 as shown in
Figure 1b(i). Moreover, since we also find that the computation time increases linearly with the number of light rays used in the simulation, as shown in
Figure 1b, for the remainder of the simulations we use 1.6 × 10
3 rays in each beam as an acceptable compromise between convergence to the large ray number solution and excessive computation time. All calculations were performed on a standard laptop equipped with an Intel Core i5 (dual core, 2.7 GHz) and 8 Gb of RAM.
We first consider an RBC trapped by a single-beam optical tweezers (SBOT) in its folded configuration. This example serves to both illustrate our methodology, and to highlight some important effects on the light rays (and the consequences for the optical force induced) that arise from the complex biconcave disk shape of the erythrocyte. The RBC is firstly displaced along the
x-direction (i.e., the direction perpendicular to the beam propagation in the plane of the cell) between −3 μm and +3 μm with steps of 0.01 μm as schematically depicted in
Figure 1c(i). After each step, the gradient and scattering forces in all three dimensions are calculated to derive the force-displacement curve. In the calculations we also include the effective weight of the cell acting along the negative
z-direction (
Figure 1c(ii)):
Considering a cell volume of 94 × 10
−18 m
−3 [
1], we find
= −0.1 pN. Inclusion of the effective weight will prove to be crucial for the axial trapping stability of the cell.
Figure 1d shows the total optical force in terms of the three Cartesian components as a function of the displacement of the cell’s center of mass (CM) from the origin (the geometrical focal point of the trapping beam). For displacements in the
x-direction the
y-component of the forces is zero, whereas significant forces arise along
x and
z-direction.
Fz,1 arises from the scattering force of the trapping laser and acts to push the cell in the
z-direction. Transverse trapping in the
x-direction is demonstrated by the form of
Fx,1. Around the origin the force-displacement curve has positive gradient, indicating that the cell is pushed away from the beam axis, until it finds equilibrium positions where
Fx,1 vanishes with negative gradient at
xeq,1 = ±1.95 μm. This can be understood as a consequence of the biconcave disc shape of the RBC, since the cell can maximize the overlap of the cell volume with the beam when the beam focus is near the thickest part of the cell. Around the equilibrium position,
xeq,1, the force-displacement curve can be well approximated as an Hookean spring can be well approximated as an Hookean spring (F = −k·∆x), at least small displacement. Following this approximation, fitting a line to the approximately linear part of the graph in the region of the equilibrium positions one gets a (power normalized) spring constant of
kx,1 = 0.17 pN·μm
−1·mW
−1.
Subsequently, the RBC is placed at
xeq,1 in the folded configuration. The force-displacement curve is calculated for displacements along the
y-direction (i.e., normal to the plane of the cell), as shown in
Figure 1e (note the smaller range of displacements compared to
Figure 1d, since the cell is much thinner in this direction). Here, it can be seen that the optical force in the
y-direction,
Fy,1, decreases linearly within the interval examined, and from a linear fit to the data in this interval we extract the trap stiffness in this direction,
ky,1 = 0.30 pN·μm
−1·mW
−1 (inset of
Figure 1e).
The RBC is then placed at (
xeq,1,
yeq,1) in the folded configuration, and the optical forces are calculated for displacement along
z, shown in
Figure 1f. For this direction it is only when the effective weight of the cell is included that a trapping behavior emerges, that is the total force
Fz,1 = 0 with a negative slope around an equilibrium position, located at
zeq,1 = −0.8 μm. The power normalized trap stiffness obtained by a linear fit to the force-displacement curve in this region is
kz,1 = 0.039 pN·μm
−1·mW
−1.
The form of the force-displacement curves
Fx,1(
z) and
Fz,1(
z) can be understood by decomposing the total force into the scattering (
Fs) and gradient (
Fg) components, shown in
Figure 2a,b. Both
x- and
z-components of the scattering force are positive over the range of
z-displacements investigated. The
x-component of the gradient force is negative over the range, whereas the
z-component changes sign. The resultant forces cancel out over a region centered on
z = 0. This is significant for axial trapping since although the force is zero the gradient of force, and hence the trap stiffness is negligible It is only with the inclusion of the effective weight of the cell that an equilibrium position with non-zero force gradient is found slightly displaced from
z = 0.
The behavior of the scattering force is a consequence of the shape of the cell, and in particular the ‘dimple’ (concave) region. When the cell is located at the equilibrium position (
xeq,1,
yeq,1,
zeq1) a significant fraction of the rays is incident on the cell in the region of the dimple, and at such an angle that they undergo total internal reflection, shown in
Figure 2c, which contributes to a greater scattering force. Due to symmetry in the
x-z plane the
y-components cancel out, but in the
x- and
z-directions a significant contribution remains preventing stable trapping.
Non-spherical objects such as RBCs are subjected also to significant torques which maintain orientation in the trap [
29]. To investigate how a single-beam optical tweezers rotationally confines an RBC, we place the cell at (
xeq,1,
yeq,1 and
z = 0), and we analyze the possible rotation as illustrated in
Figure 3a–c. In a single-beam OT, the RBC finds its equilibrium configuration when the cell’s plane is parallel to the optical axis, which implies that a significant restoring torque confines the RBC in its folded configuration. We choose to start the investigation for rotation around the
x-axis, rotating the cell in the interval 0–180° (where 0° corresponds to the RBC in its flat configuration) with angular steps of 1° and calculating the optical torques (τ) after each step.
Figure 3d shows the torque components acting on the cell while rotating through the interval 0–180°. Here, it can be seen that the cell has an unstable equilibrium with respect to rotations about the
x-axis when the plane of the cell is perpendicular to the beam (the ‘flat’ configuration). At other angles the cell experiences a torque that rotates it towards the angle 90° (the ‘folded’ configuration). Around this orientation the torque-angle curve is approximately linear, and a fit produces a (power normalized) torque constant
kα,1 = 0.447 pN·μm·rad
−1·mW
−1, (inset
Figure 3d). The calculations show no other torque components arising from rotations about the
x-axis exist, and nor do any aligning torques exist for rotations about the
y or
z axes. The latter is significant as it implies that the trapped cell is free to rotate around the beam propagation direction.
3.2. Multiple-Beam Optical Tweezers
Now we have thoroughly analyzed the optical trapping of a RBC with a single beam OT, we turned our attention to more complex beam configurations that are also used in experiments. Firstly, we consider an optical trap composed by two beams: double beam optical trap (DBOT). We simulate the forces for the beam configuration used by Agrawal et al. [
5] for trapping and stretching RBCs. In this case, the foci of the two beams are positioned 5.06 μm apart along the
x-axis. As in the case of single beam OT, experiments have shown that in double-beam OT, the RBC finds a trapping equilibrium in its folded configuration [
5]. However, by contrast with single-beam OT, in the double-beam OT an additional degree of confinement should arise for rotational motion. The presence of a second beam should confine the cell also for rotations around the
z-axis, while it is expected that the rotational confinement around
x and
y should be unaltered,
Figure 4a.
Figure 4b–f shows the results of the simulations for a DBOT, and in
Table 1 are reported the results of the numerical simulation. In a DBOT, the center of mass of the RBC is confined at the origin of the
x-
y plane (trap center,
xeq,2 =
yeq,2 = 0 μm) by the synergistic actions of the two beams,
Figure 4b,c. Fitting of the linear portion of the graphs produces the (power normalized) spring constants k
x,2 = 0.15 pN·μm·mW
−1 and k
y,2 = 0.24 pN·μm·mW
−1 (insets
Figure 4b,c). In the axial direction the RBC finds its equilibrium for slightly negative z (z
eq,2 = −0.230 μm),
Figure 4d. Fitting a line to the linear portion of
Fz,2(
z) we extract the spring constant k
z,2 = 0.05 pN·μm·mW
−1. As may be anticipated, the spring constants in the three directions are not symmetric, and the simultaneous action of the two beams doubles the values of the trap stiffnesses compared to the single-beam case.
Having determined the point of translational equilibrium of a RBC in DBOT, we focus our attention to the analysis of rotational confinements. We proceed by placing the RBC at (x
eq, y
eq, z
eq) and we rotate the cell as schematically depicted in
Figure 4a. We start by rotating the cell around the
x-axis between 0–180° with steps of 1°, where, as before, 0° corresponds to a RBC in its ‘flat’ configuration. After each angular displacement we calculate the optical torques experienced by the cell.
Figure 4e shows the Cartesian components of the optical torques as a function of the angle of rotation around the
x-axis. It can be seen that the cell has a point of unstable equilibrium for 0° (‘flat’ configuration), while for other rotations a significant torque induces the rotation of the cell towards 90° (‘folded’ configuration). In the vicinity of 90°, the torque-rotation curve is approximately linear, and a fit gives a (power normalized) torque constant k
α,2 = 0.37 pN·μm·rad
−1·mW
−1, (inset
Figure 4e).
The analysis for rotation around
y-axis reveals there are no torques acting on the cell as my be expected from symmetry (not shown).
Figure 4d shows the cartesian components of the optical torques for a RBC rotated around the
z-axis between −10°–10°, and where 0° corresponds to a cell oriented parallel to the plane containing the two foci and the trapping axis. In this rotation interval, the RBC experiences a torque that pushes it back towards 0°, with a (power normalized) torque constant k
γ,2 = 1.73 pN·μm·rad
−1·mW
−1, (inset
Figure 4f). This is particularly important since suggests that the cell is not free to rotate around the
z-axis as it is for a single-beam case, and hence the DBOT maintains the orientation of the cell.
Successively, we test the ability of our model in determining the optical forces distribution over the surface of a healthy erythrocytes,
Figure 4g. In particular, we calculate the force component normal to the RBC surface that each light ray exerts on the surface (
). As expected, the force distribution profile is completely symmetrical in respect to the
x- and
y-direction, but it is not symmetrical in respect to the
z-direction
Figure 4g. The force distribution profile shows symmetric peaks on the upper portion of the cell. These peaks correspond, approximately, to the position where the cell is trapped and are due to the combination of rays coming from the outermost part of the beam, and to rays coming from the center of the beam. On the one hand, our method shows good agreement with more complicated computational methodology based on the wave optics theory [
30]. On the other hand, our approach shows a substantial advancement in the current methods used for calculating optical forces on healthy biconcave RBC with the ray optics approximation. In fact, our model is not restricted to the fully swollen RBC (i.e., spherical particle) [
22], but can be used for RBC in biconcave disk shape, and, by tuning the shape parameters, also on a different range of intermediate shape between the native morphology and the fully swollen one.
Experiments have shown that is possible to confine a RBC in its flat configuration when four beams are used for trapping [
19]. We next investigate whether the same confinement of RBCs can be obtained with triple-beam OT if the foci of the three beams are positioned on the thickest portion of the RBC and arranged on the vertices of an equilateral triangle as schematically depicted in
Figure 5a.
To verify our hypothesis, we start our investigation by placing the cell in its flat configuration and displacing it along the
x-axis between −1–1 μm, while keeping all other degrees of freedom fixed.
Figure 5b shows the total optical forces acting on the center of mass of the RBC as a function of the cell’s displacement. For
x-displacements strong force components arise along each direction.
Fz,3(
x) derives from the scattering force generated by the lasers beams and pushes the cell in the
z-direction. On the contrary,
Fy,3(
x) is due to the light intensity gradient along the
y-direction. At the origin
Fx,3(
x) vanishes with negative gradient. This indicates that the RBC experiences a restoring force for each displacement from x
eq,3 = 0 μm, demonstrating the transverse trapping. Fitting a line to the linear portion of
Fx,3(
x) yields a (power normalized) spring constant of
kx,3 = 0.11 pN·μm
−1·mW
−1 (inset
Figure 5b).
The RBC is then placed at
xeq,3 in its flat configuration, and the force-displacements curve is simulated for displacements along the
y-direction between −1 and 1 μm,
Figure 5b.
Fy,3(
y) decreases linearly within the interval examined, and vanishes with negative slope at y
eq,3 = 0.025 μm. Again, from a linear fit to the data, we deduce the spring constant
ky,3 = 0.11 pN·μm
−1·mW
−1 (inset of
Figure 5c).
Lastly, the RBC is placed at (
xeq,3,
yeq,3) and the optical forces acting on the cell are calculated as a function of the displacements along the
z-direction in the interval −1–1 μm,
Figure 5d. Here, it is visible that the cell does not experiences any forces orthogonal to the beam propagation direction (
Fx,3,
Fy,3) over the entire range.
Fz,3(
z) vanishes with negative gradient at slightly positive z (z
eq,3 = 0.325 μm). Fitting a line to the approximately linear part of the data we obtain the (power normalized) spring constant,
kz,3 = 0.09 pN·μm
−1·mW
−1, (inset of
Figure 5d).
We then perform the analysis of the possible rotation. Initially, we placed the cell at (
xeq,3,
yeq,3,
zeq,3) in its flat configuration and we rotate the cell between −20°–20°, where 0° is for a non-rotated cell, shown in
Figure 5e. Here, is clearly visible that a stable point of equilibrium is present when the cell plane is orthogonal to the optical axis, and the characteristic torque constant is
kα,3 = 0.33 pN·μm·rad
−1·mW
−1 (inset of
Figure 5e). Therefore, we proceed to analyze the rotation around the
y-direction in the same interval of angular displacements. As shown is
Figure 5f, for any rotation from the flat configuration, the RBC experiences a restoring torque that push it back point towards 0°. From the linear fit of the linear part of graph, we obtain the (power normalized) torque
kβ,3 = 0.29 pN·μm·rad
−1·mW
−1 (inset
Figure 5f). These results suggests that, according to our hypothesis, it is possible to stably trap a RBC with a triple-beam OT in its flat configuration. This result suggests how orientational control over the RBC can be achieved using multiple beams. The results of the numerical simulation are reported in
Table 2.
Later, we further verify the applicability of our model. To do this, we decided to test the effect of a decreasing power in of the beam, and therefore to re-orient the cell using a different power in one of the beams. Intuitively, as one of the beam powers decreases the cell should switch from a ‘flat’ to a ‘folded’ configuration to be finally trapped in a plane containing the two beams’ foci which powers are unaltered and the optical axis as the one of the beam power goes to zero. For simplicity, we decided to decrease the power of the beam located on the vertices positioned along the positive
y-axis,
Figure 5a. Doing so, the effect should manifest for rotation around the
x-axis and for displacement along the
y-direction only. We displace the cell along the
y-axis keeping fixed the equilibrium coordinates and orientations obtained for a TBOT diminishing the one of the beam powers as explained previously.
Figure 5g,h show there are no x- and z-component of the total force (i.e.,
= 0 and
= 0) for displacements along the
y-direction. This confirms further our expectations. As shown in
Figure 5i, as the power of the beam is decreased, the gradient force generated by the beams which power is unaltered drawn the cell toward decreasing negative
values. Therefore, we use the new
to investigate the effect of the beam power on the equilibrium orientation. We therefore rotate the cell around the x-axis calculating the torque after each angular step. In
Figure 5j it can be seen that
show smaller and smaller slope for decreasing power, until a positive slope is found for beam power of 1 mW. Thus, if the beams powers are unbalanced to the point that the power of one of them is 1/5 of the others, the cell is repelled from the ‘flat’ configuration and trapped in the ‘folded’ configuration in a somewhat different point in space.
Now we consider a four beam OT set-up as used by Rusciano et al. for Raman Tweezers experiments [
19]. In this case, the foci of the four beams are arranged on a square with vertices are positioned on the thickest portion of the cell,
Figure 6a. Experiments have shown that with this set-up the RBC is confined in its flat configuration.
In accordance with the methodology used throughout, we start our investigation by analyzing the force-displacement curve for cell displacements along each Cartesian co-ordinate while keeping the cell in its flat configuration. Here, due to the symmetry of the system, the investigation of forces-displacements curve along the
y and
x-direction produces exactly the same outcome. For
x-displacements, a strong force component arises along
x and
z, but not along
y,
Figure 6b. Analogously, if the cell is displaced along
y optical forces are visible along
y and
z, but not along
x,
Figure 6c. In both cases,
Fz,4 is attributable to the scattering force which pushes the cell towards positive
z.
Fx,4 and
Fy,4 vanish at the origin with a negative gradient, demonstrating the transverse trapping, and
xeq,4 =
yeq,4 = 0 μm. Fitting a line to the linear portions of the graphs we obtain the (power normalized) spring constants k
x,4 = k
y,4 = 0.09 pN·μm
−1·mW
−1 (insets
Figure 6b,c).
We then place at (
xeq,4,
yeq,4) and we calculate the force-displacement curve for cell displacement along the
z-direction,
Figure 6d. As expected,
Fz,4(
z) vanishes at slightly positive z (
zeq,4 = 0.350 μm) with negative gradient demonstrating the axial trapping, and the linear fit to the approximately linear range of the data produce a (power normalized) spring constant k
z,4 = 0.08 pN·μm
−1·mW
−1 (inset
Figure 6d).
Lastly, we study the orientational confinement of the RBC in a four beam OT. Even in this case, the system is symmetric in respect to the
x and
y-direction, and the simulations effect of the beams produce exactly the same outcomes for rotation around
x and
y,
Figure 6e,f. In both cases, a clear point of stable equilibrium arises at 0° (flat configuration). Fitting a line to the linear portion of the data we extract two symmetric (power normalized) spring constants k
α,4 = k
β,3 = 0.32 pN·μm·rad
−1·mW
−1 (insets
Figure 6e,f). These results suggests that the cell is indeed confined in its flat configuration as observed in experiments [
19]. The results for the FBOT are summarized in
Table 3.
As last numerical experiment, we show how our model can be used by experimentalists to envisage and numerically test new experiments. As example, we choose to reproduce the experiments carried by G. Rusciano et al. where 4 beams were used to optically trap the RBC while a fifth was used to excite the Raman modes of the biomolecules of interest. Here, we are interested in predicting the available maximum power of the fifth beam before interfering with the orientational equilibrium of the cell. Given the enormous amount of available location and power for the fifth beam, for simplicity, we choose three different powers (5, 1 and 0.5 mW), and a single spatial location. We positioned the fifth beam along the positive
y-direction at a distance of 2.76 μm from the center of mass of the cell. As for the TBOT, this simplifies the successive analysis. Again, we begin our analysis by displacing the cell along the
y-direction starting from the equilibrium coordinates found for a FBOT. No force components are present along the a- and
z-directions as shown in
Figure 6g,h. On the contrary, as the power of the beam is increased a net force is generated along the
y-direction that drawn the cell toward a positive
, while the
is left unchanged if the power of the fifth beam is 1 or 0.5 mW
Figure 5i. Successively, for analyzing the rotational stability we use the new
. In
Figure 5j it can be seen that the rotational equilibrium of the cell is perturbed only when the power of the fifth beam is 5 mW. These results are in complete agreement with what has been experimentally shown by Rusciano et al. In fact, researchers stably trap and healthy RBC using four beams with 10 mW of power while a fifth beam with 1 mW of power were used to excite the Raman modes of the macromolecules of interest.