Alan Chen1, Stephen R Grobmyer1, Vijay B Krishna1. 1. Department of Biomedical Engineering, Lerner Research Institute and Surgical Oncology, Digestive Disease Institute, Cleveland Clinic, Cleveland, Ohio 44195, United States.
Abstract
Photothermal therapy, utilizing photonic nanoparticles, has gained substantial interest as an alternative to systemic cancer treatments. Several different photothermal nanoparticles have been designed and characterized for their photothermal efficiency. However, a standardized experimental methodology to determine the photothermal efficiency is lacking leading to differences in the reported values for the same nanoparticles. Here, we have determined the role of different experimental parameters on the estimation of photothermal efficiency. Importantly, we have demonstrated the role of laser irradiation time and nanoparticle concentration as the two critical factors that can lead to errors in the estimation of photothermal efficiency. Based on the optimized parameters, we determined the photothermal conversion efficiency of polyhydroxy fullerenes to be 69%. Further, the photothermal response of polyhydroxy fullerenes was found to be stable with repeated laser irradiation and no changes in the molecular structure were observed. Given its high photothermal efficiency and superior stability, polyhydroxy fullerenes are an ideal candidate for photothermal therapy.
Photothermal therapy, utilizing photonic nanoparticles, has gained substantial interest as an alternative to systemic cancer treatments. Several different photothermal nanoparticles have been designed and characterized for their photothermal efficiency. However, a standardized experimental methodology to determine the photothermal efficiency is lacking leading to differences in the reported values for the same nanoparticles. Here, we have determined the role of different experimental parameters on the estimation of photothermal efficiency. Importantly, we have demonstrated the role of laser irradiation time and nanoparticle concentration as the two critical factors that can lead to errors in the estimation of photothermal efficiency. Based on the optimized parameters, we determined the photothermal conversion efficiency of polyhydroxy fullerenes to be 69%. Further, the photothermal response of polyhydroxy fullerenes was found to be stable with repeated laser irradiation and no changes in the molecular structure were observed. Given its high photothermal efficiency and superior stability, polyhydroxy fullerenes are an ideal candidate for photothermal therapy.
Photothermal therapy
has gained substantial interest as an alternative
to systemic cancer treatments such as chemotherapy and radiation therapy,
which have toxic side effects. Photothermal therapy utilizes photonic
nanoparticles that produce heat under laser irradiation and allows
for localized tumor destruction. Several different photothermal nanoparticle
systems have been engineered to absorb near-infrared light, a preference
for deep-tissue penetration in clinical applications.[1−4] For example, the thickness of gold nanoshells (AuNS) or the aspect
ratio of gold nanorods (AuNR) can be modified for optimal laser absorption
and heat generation in the 780–1000 nm range.[1,5,6] Important design criteria for
photothermal agents include a high photothermal (light-to-heat conversion)
efficiency, photothermal stability, biocompatibility, safety (low
toxicity), and ease of clearance.Photothermal efficiency characterizes
the ability of nanoparticles
to convert light to heat. The photothermal efficiency (η) of
nanoparticles was first proposed by Roper et al. as a way to characterize
the heat flux upon laser irradiation of gold nanoparticles.[7] The experiments to determine photothermal efficiency
were conducted in a simple cuvette-based system. The sample, in a
cuvette, was irradiated with laser, and the rise in temperature of
the sample was recorded. The experiment was carried out until a steady
state was reached and the time taken for the sample to cool down to
room temperature was recorded. The experimental data was used to solve
a steady-state energy balance equation (eq )where QHG = energy
generated (W), QHT = energy transferred
(W), η = photothermal conversion efficiency, h = system heat constant, ΔI = light absorption
by the sample, ΔT = temperature change, m = mass, C = specific heat capacity of
water (4184 J/kg °C), and dt = interval of temperature
measurement. Roper and colleagues calculated η using a time
constant that represents the transient temperature profile.[7] Subsequent reports have utilized the time constant
method to determine the photothermal efficiency of different nanoparticles
albeit with different experimental procedures.[4,8−20] As more photothermal agents are being developed and characterized,
there is a lack of a standardized method and experimental parameters
that allow for adequate comparison between different nanoparticle
designs. For example, the photothermal efficiency of gold nanorods
varies from 36.2 to 55% depending on the experimental parameters.[4,18]Some of the differences in experimental procedures employed
by
various groups include the cuvette material, position of the thermocouple,
irradiation time, incident laser power, and concentration of nanoparticles.
For example, the cuvette material, which affects the steady-state
experiments, can be silica based (glass or quartz)[7,9−11,13] or plastic (poly(methyl
methacrylate) or polystyrene).[4,14,16,18] Since quartz and plastic have
different thermal properties,[21] η
estimation could be influenced without consideration of these differences.
Also, laser absorption by the thermocouple metals or its insulation
can overestimate temperature measurement by up to 9.9 °C.[22] Therefore, the position of the thermocouple
in the cuvette with respect to the path of the laser significantly
affects η estimation. Calculation of the photothermal efficiency
with a steady-state energy balance requires that photothermal experiments
are conducted until the temperature of solution in the cuvette reaches
a steady state. However, the reported laser irradiation time varies
from 250 to 3600 s (Table S1), which, in
some cases, is not sufficient to achieve the steady state. Another
difference between reports is the incident laser power employed for
the photothermal experiments, which varies from 0.1 to 2 W (Table S1). Further, the concentration of nanoparticles
employed for these experiments ranges from 0.03 to 10 mg/mL (Table S1). Jiang et al. suggests a logarithmic
relationship between η and concentration.[11] Given these differences in concentrations, it is no longer
adequate to simply report η as a single number. At a minimum,
the photothermal efficiency should be reported at a characteristic
concentration. However, as mass concentration is material-specific,
laser absorbance (ΔI) is a better parameter
for comparison.In this study, we determine the role of different
experimental
parameters on the estimation of photothermal efficiency for a given
nanomaterial. We chose polyhydroxy fullerenes for these studies as
its photothermal response is independent of laser wavelength and,
thus, can be applied for photothermal cancer treatment.[3,23,24] Further, we determine the reproducibility
and photostability of polyhydroxy fullerenes.
Results and Discussion
Optimization
of the Experimental Setup
We first optimized
the photothermal setup in terms of the position of the thermocouple
with respect to the laser beam and the type of cuvette employed. The
design of the photothermal setup is presented in Figure , which consists of a continuous
wave, near-infrared laser, cuvette containing 1 mL of the sample,
and a laser power detector. The laser beam from a 550 μm optic
fiber is collimated before irradiating at the center of the sample
in the cuvette. The distance between the cuvette and the laser collimator
was fixed at 11 mm. The power of the laser exiting the cuvette was
measured with a laser power detector positioned at a distance of 44
mm from the collimator. In a typical photothermal experiment, the
incident laser power (Io) was first measured
without the cuvette. Next, the transmitted laser power (IT) was measured with the cuvette and the thermocouple
(fixed with the cuvette lid) in position. After the laser absorbance
(ΔI = Io– IT) was determined, temperature recording was initiated.
At time t = 0, the laser was turned on and the temperature
rise was monitored. After a predetermined time under steady-state
conditions, the laser was turned off and the sample was allowed to
cool down to room temperature. An example of a photothermal heating
and cooling curve is presented in Figure a. Initially, the temperature rise is linear
and reaches a steady-state plateau between the heat generated by photothermal
nanoparticles and heat lost to the surroundings. This experimental
data was then fitted with an energy balance equation (eq ). The goodness of fit was determined
by the sum of squared errors (differences between the model and experimental
temperature values), which was minimized by using the solver function
in Microsoft Excel by changing the photothermal conversion efficiency
and system heat constant.
Figure 1
Photograph (left) and schematic (right) of the
photothermal setup
showing the optical system consisting of the power detector, cuvette
with the sample, and 785 nm near-infrared, continuous wave laser.
The distance between the power detector to the collimator was 44 mm,
while the distance between the cuvette’s center and the collimator
was 11 mm. The thermocouple’s tip was placed 10.5 mm above
the laser beam.
Figure 2
Optimization of the photothermal experimental
setup. (A) Example
of an experimental photothermal heating and cooling curve and model
fit to the experimental data. (B) Optimization of the thermocouple
distance from the laser beam. (C) Optimization of the cuvette material.
(D) Comparison of the photothermal efficiency obtained from our experimental
setup and reported literature value.[4] All
experiments were conducted in triplicate (n = 3)
and error bars represent standard deviations.
Photograph (left) and schematic (right) of the
photothermal setup
showing the optical system consisting of the power detector, cuvette
with the sample, and 785 nm near-infrared, continuous wave laser.
The distance between the power detector to the collimator was 44 mm,
while the distance between the cuvette’s center and the collimator
was 11 mm. The thermocouple’s tip was placed 10.5 mm above
the laser beam.Optimization of the photothermal experimental
setup. (A) Example
of an experimental photothermal heating and cooling curve and model
fit to the experimental data. (B) Optimization of the thermocouple
distance from the laser beam. (C) Optimization of the cuvette material.
(D) Comparison of the photothermal efficiency obtained from our experimental
setup and reported literature value.[4] All
experiments were conducted in triplicate (n = 3)
and error bars represent standard deviations.The thermocouple position with respect to the laser beam was changed
from above (+) to below (−) the laser beam. The sum of squared
errors was then utilized to determine the optimal thermocouple position
(Figure b). The thermocouple
with the metal junction exposed absorbs and scatters the near-infrared
laser, and this phenomenon has been reported to cause artifacts in
temperature measurements.[22,25] At the positions of
−6.1 and 0 mm, the laser is absorbed and scattered by thermocouple
wires and the metal junction and these positions were not considered
for further experiments. Increasing the distance of the thermocouple
position above the laser path decreased the sum of squared errors
with the lowest at 10.5 mm. The distance of 12.1 mm from the laser
path is proximal to the liquid–air interface where evaporation
and condensation are occurring. This position exhibited the higher
sumof squared errors due to variations in temperature measurements
caused by the dynamic interface. The thermocouple position at +10.5
mm yielded the smallest sum of squared errors and was used for all
subsequent experiments.Next, we optimized the cuvette material
employed for the photothermal
experiments. The cuvette material should be able to transmit all light
and prevent heat transfer to the surroundings. Three commonly used
cuvettes made of poly(methyl methacrylate) (PMMA), polystyrene (PS)
and quartz were tested. Each material was tested using a typical photothermal
experiment and optimized using the sum of squared errors. Although
quartz has the lowest absorbance at 785 nm, it has the highest heat
conductivity and could result in higher heat loss to the surroundings
(Table ). The light
absorbance and heat conductivity of PMMA and PS were similar. However,
PMMA with absorbance and heat conductivity between the other two materials
provided the least sum of squared errors (Figure c) and was employed for further experiments.
With the photothermal setup optimized for the thermocouple position
and the cuvette material, we determined the photothermal efficiency
(η) of gold nanoshells (AuNS; c = 0.03 mg/mL)
to be 39% (Figure d), which is in good agreement with Cole et al.[4]
Table 1
Absorbance and Heat Conductivity of
Different Cuvette Materialsa
cuvette material
PMMA
PS
quartz
absorbance at 785
nm
0.0892
0.0968
0.0615
heat conductivity (W/(m K))
0.19
0.13
1.42
The absorbance at 785 nm was determined
using a UV–vis–NIR spectrophotometer. Heat conductivity
values were taken from ref (21).
The absorbance at 785 nm was determined
using a UV–vis–NIR spectrophotometer. Heat conductivity
values were taken from ref (21).
Optimization
of Experimental Variables
The steady-state
equation (eq ) can be
written in terms of the photothermal efficiencywhere η = photothermal conversion efficiency, h = system heat constant, ΔI = light
absorption by the sample (W), I0 = incident
laser power (W), ΔT = temperature change, m = mass of the sample, C = specific heat
capacity of water, t = irradiation time, ε
= extinction coefficient, l = laser path length in
the cuvette (1 cm), and c = concentration of nanoparticles.
Since h, a, m,
ε, l, and C are constant for
the system, the major variables in these equations are the irradiation
time (t), incident laser power (I0), and concentration of nanoparticles (c).Based on eq , the photothermal efficiency should exponentially decrease and eventually
reach a constant value at longer irradiation times.[26] To determine the role of irradiation time, we conducted
photothermal experiments with polyhydroxy fullerenes (PHF; c = 10 mg/mL; ΔI = 0.4 W; I0 = 0.5 W) irradiated with the laser for 60,
180, 300, 600, 900, and 1800 s. As evident in Figure a, the system attains the steady state with
laser irradiation longer than 1500 s. The photothermal efficiency
was found to be highest (η = 82 ± 2%) at the shortest irradiation
time of 60 s and decreased with increasing irradiation time. The photothermal
efficiency (η) reached a constant value of 69 ± 1.5% for
PHF above 600 s (Figure b). We repeated these experiments by irradiating gold nanoshells
(AuNS; c = 0.03 mg/mL; ΔI =
0.45 W; I0 = 0.5 W) with the laser for
60, 180, 300, and 1800 s. The photothermal efficiency for AuNS was
highest (η = 47 ± 3.4%) at 60 s and decreased with longer
irradiation time. Similar to PHF, the photothermal efficiency values
reached a constant value (η = 39 ± 1.8%) at longer irradiation
times. These results suggest that, regardless of the photothermal
agent, the photothermal efficiency is overestimated with shorter laser
irradiation times. Based on the results in Figure b, a minimum laser irradiation time of 600
s is required. Since our photothermal system attains the steady state
above 1500 s, further experiments were carried out with laser irradiation
time set at 1800 s.
Figure 3
Optimization of photothermal experiment variables. (A)
Photothermal
heating and cooling curves with different laser irradiation times.
The concentrations of polyhydroxy fullerenes (10 mg/mL; ΔI = 0.4 W) and the laser power (I0 = 0.5 W) were kept constant. (B) Photothermal efficiency as a function
of laser irradiation time for polyhydroxy fullerenes (PHF) and gold
nanoshells (AuNS). The light absorption for PHF (10 mg/mL) and AuNS
(0.0312 mg/mL) was similar at ΔI = 0.4 W with
the incident laser power of I0 = 0.5 W.
(C) Laser absorption as a function of the incident laser power. The
concentrations of PHF and laser irradiation time were constant at
10 mg/mL and 1800 s, respectively. (D) Photothermal efficiency as
a function of the incident laser power. (E) Laser absorption as a
function of PHF concentration. The incident laser power (I0) was kept constant at 0.5 W. (F) Photothermal efficiency
as a function of light absorption, which was varied by changing PHF
concentration. The incident laser power (I0) and irradiation time were kept constant at 0.5 W and 1800 s, respectively.
All experiments were conducted in triplicate (n =
3) and error bars represent standard deviations.
Optimization of photothermal experiment variables. (A)
Photothermal
heating and cooling curves with different laser irradiation times.
The concentrations of polyhydroxy fullerenes (10 mg/mL; ΔI = 0.4 W) and the laser power (I0 = 0.5 W) were kept constant. (B) Photothermal efficiency as a function
of laser irradiation time for polyhydroxy fullerenes (PHF) and gold
nanoshells (AuNS). The light absorption for PHF (10 mg/mL) and AuNS
(0.0312 mg/mL) was similar at ΔI = 0.4 W with
the incident laser power of I0 = 0.5 W.
(C) Laser absorption as a function of the incident laser power. The
concentrations of PHF and laser irradiation time were constant at
10 mg/mL and 1800 s, respectively. (D) Photothermal efficiency as
a function of the incident laser power. (E) Laser absorption as a
function of PHF concentration. The incident laser power (I0) was kept constant at 0.5 W. (F) Photothermal efficiency
as a function of light absorption, which was varied by changing PHF
concentration. The incident laser power (I0) and irradiation time were kept constant at 0.5 W and 1800 s, respectively.
All experiments were conducted in triplicate (n =
3) and error bars represent standard deviations.Next, the role of incident laser power (I0) was determined by conducting photothermal experiments with
PHF (c = 1 mg/mL; t = 1800 s) at
0.5, 1, and 2 W laser powers. PHF’s laser absorption was found
to increase linearly with laser power as expected (Figure c). Based on eq , photothermal efficiency should
decrease with the increasing laser power (I0). However, temperature rise (ΔT) is directly
proportional to the incident laser power. Thus, the overall effect
of changing incident laser power on photothermal efficiency is expected
to be negligible. The photothermal efficiency did not significantly
change at the tested laser powers (Figure d).Finally, the effect of concentration
of nanoparticles on the photothermal
efficiency was determined. The irradiation time (t = 1800 s) and the incident laser power (I0 = 0.5 W) were kept constant. The absorbance of PHF increases linearly
with concentration (Figure S1a). The extinction
coefficient of PHF at 785 nm was determined to be 0.071 mL/(mg cm).
Photothermal efficiency increases linearly at lower concentrations
of PHF and then plateaus at higher concentrations reaching a constant
value of 69% (Figure S1b). This trend is
consistent with that of other photothermal agents, as seen in literature.[11] However, comparison of the photothermal efficiency
of nanoparticles based on concentration may not be appropriate as
the nanoparticles have different absorption coefficients and size
that could scatter light.[9] Since the light
absorption is an intrinsic optical property of the nanoparticle, which
depends on its size and absorption coefficient, the light absorption
(ΔI) is more suitable for comparing different
nanoparticles. Figure e shows the changes in the amount of the laser light absorbed (ΔI) by different concentrations of PHF. The photothermal
efficiency of PHF was determined to be 29 ± 3.4% at the lowest
ΔI of 0.05 W (c = 0.1 mg/mL).
The photothermal efficiency reached a constant value of 69% above
ΔI of 0.3 W (Figure f), suggesting that η does not change
if the nanoparticles absorb at least half of the incident light (I0 is 0.5 W). The attainment of the constant
value is consistent with eq as the temperature rise (ΔT) and maximum
temperature achieved at the steady state linearly increased with light
absorption as expected (Figure S2). At
similar light absorptions, PHF exhibited 1.8 × higher photothermal
efficiency than AuNS (Figure S2a). These
results suggest that the photothermal efficiency is underestimated
at lower nanoparticle concentrations and should be reported with the
nanoparticle concentration that absorbs at least half of the incident
irradiation. Further, ΔI should be reported
for comparison with other photothermal agents.
PHF Photothermal Stability
Some photothermal agents
such as gold nanorods[5] are known to change
their structure with laser absorption and eventually lose their photothermal
property. Polyhydroxy fullerenes are spherical carbon cages appended
with hydroxyl groups on surfaces (Figure a). PHF is 1.3 nm in size, highly water soluble,
and forms clusters at higher concentration.[27] High-resolution transmission electron microscopy shows that PHF
exists as a 3 ± 0.4 nm cluster (Figure b). PHF has been reported to instantaneously
ignite with laser irradiation,[3] and thus,
it is important to determine the stability of PHF after the photothermal
experiment. To determine the effect of laser absorption and heating
on the photothermal response of PHF, sequential photothermal heating
and cooling of PHF (c = 10 mg/mL; ΔI = 0.4 W; I0 = 0.5 W; t = 1800 s) for a total of four cycles were carried out
(Figure c). The maximum
temperature observed was constant at 59 °C and did not change
significantly over four cycles of heating and cooling (Figure c). To determine the effect
of photothermal heating on the molecular structure, PHF (c = 1 mg/mL) was exposed to a high power laser (I0 = 2 W) continuously for 4 h. The structural stability
of PHF before and after photothermal exposure was determined by time-of-flight
secondary ion mass spectroscopy (ToF-SIMS) and UV–vis absorption.
PHF has five characteristics mass peaks (Figure d) at 1136, 1211, 1284, 1360, and 1433 m/z. The ToF-SIMS spectrum of PHF after heating was identical
to unexposed PHF. Further, the UV–vis absorption of PHF remains
unchanged after heating (Figure e). These results suggest that the PHF structure is
stable, and there is no breakdown of the fullerene cage or loss in
functional groups.
Figure 4
Polyhydroxy fullerenes and photothermal stability. (A)
Molecular
structure of PHF. (B) High-resolution transmission electron microscope
image of PHF clusters. (C) Heating curve showing four laser on/off
cycles for PHF (ΔI = 0.4 W). The sample was
heated for 1800 s at 0.5 W and cooled until the ambient temperature
(23 °C) was reached. There was no significant difference (p >
0.01) in the maximum temperature between cycles. (D) Time-of-flight
secondary ion mass spectrometry of PHF before and after 4 h of irradiation.
(E) UV–vis spectrophotometry of PHF before and after 4 h of
irradiation.
Polyhydroxy fullerenes and photothermal stability. (A)
Molecular
structure of PHF. (B) High-resolution transmission electron microscope
image of PHF clusters. (C) Heating curve showing four laser on/off
cycles for PHF (ΔI = 0.4 W). The sample was
heated for 1800 s at 0.5 W and cooled until the ambient temperature
(23 °C) was reached. There was no significant difference (p >
0.01) in the maximum temperature between cycles. (D) Time-of-flight
secondary ion mass spectrometry of PHF before and after 4 h of irradiation.
(E) UV–vis spectrophotometry of PHF before and after 4 h of
irradiation.
Conclusions
In
this article, we have determined the minimum experimental variables
that should be used for estimating the photothermal efficiency of
nanoparticles. The photothermal experiment conducted with an irradiation
time that reaches the steady-state conditions and a nanoparticle concentration
that absorbs at least half of the incident laser irradiation provides
consistent results. Incident laser power at the tested range did not
have any effect on the photothermal efficiency estimations. Based
on these requirements, the photothermal efficiency of polyhydroxy
fullerenes was determined to be around 69% (ΔI = 0.4 W; I0 = 0.5 W; t = 1800 s). Further, polyhydroxy fullerenes are stable to repeated
laser heating and do not exhibit any change in the molecular structure.
Given these observations, polyhydroxy fullerenes are excellent candidates
for photothermal therapy.
Experimental Section
Materials
Polyhydroxy
fullerene (PHF) was purchased
from MER Corporation (Tuscon, AZ), SES Research (Houston, TX), and
Suzhou Dade Carbon Nanotechnology Company (Suzhou, China). Gold nanoshell
(AuNS) was purchased from NanoComposix (San Diego, CA). All other
chemicals were purchased from Fisher Scientific (Pittsburg, PA).
Photothermal Apparatus Design
PHF’s photothermal
property was determined using a custom-built setup (Figure ), which consisted of a 785
nm near-infrared continuous wave (CW) laser (B&W Tek, Newark,
DE), a laser power detector (Coherent, Santa Clara, CA), a three-dimensional
(3-D)-printed 1 mL cuvette holder, and a K-type thermocouple (5SRTC-TT-K-40-36)
connected to a HH1470 data logger (Omega, Norwalk, CT). The laser
was connected to a 550 μm optical fiber and a fixed collimator
with a focal length = 11.07 mm (Thorlabs Inc, Newton, NJ). The thermocouple
was inserted into the system through a hole drilled into a cuvette
cap similar to the procedure in Cole et al.[4] The power of the laser exiting the cuvette was measured with the
laser power detector positioned at a distance of 44 mm from the collimator.
Photothermal Conversion Efficiency Determination
Photothermal
experiments were performed with 1 mL of the desired sample in a cuvette
and inserted into the cuvette holder. The sample was irradiated with
the laser for a given length of time (optimized to 1800 s). Subsequently,
the laser was turned off and the cooling rate was measured. The photothermal
efficiency was then determined using an energy balance model (eq ) similar to Cole et al.[4]where QHG = energy
generated (W), QHT = energy transferred
(W), η = photothermal conversion efficiency, h = system heat constant, ΔI = light absorption
by the sample, ΔT = temperature change, m = mass, C = specific heat capacity of
water, and dt = interval of temperature measurement.η was then calculated using the solver function in Microsoft
Excel by minimizing the sum of squared errors. Similarly, the value
for h was also determined using the solver and was
found to be a constant 0.01 J/sK. Both η and h were determined via the solver simultaneously. A time step (dt) of 5 s was used in the calculations. Finally, the specific
heat of the whole system was assumed to be of water, the dominant
quantity in the solution. The mass of water was almost three orders
of magnitude greater than the masses of PHF and AuNS. Thus, a mass
of 1 g and the specific heat of water (4184 J/kg °C) were used.
PHF Characterization
The molecular structure of PHF
was determined with high-resolution transmission electron microscopy
(FEI Tecnai F30) and time-of-flight secondary ion mass spectrometry
(PHI TRIFT V nano ToF-SIMS; Physical Electronics, Inc., Chanhassen,
MN). The ground-state absorption spectrum for PHF was obtained with
a Perkin Elmer Lambda 1050 UV–vis–NIR spectrophotometer
(Waltham, MA).
Authors: Rajendra Awasthi; Ariane Roseblade; Philip Michael Hansbro; Michael John Rathbone; Kamal Dua; Mary Bebawy Journal: Curr Drug Targets Date: 2018 Impact factor: 3.465