Research Article
Open Access
The Effect of Laser Power on Photothermoacoustic
Imaging of Blood Containing Gold Nanoparticles and Deoxygenation
using a Frequency-Domain Phased Array
Probe: An In-vitro Assay
Mohammad E. Khosroshahi*, Andreas Mandelis, and Bahman Lashkari
Department of Mechanical and Industrial Engineering, Center for Advanced Diffusion-Wave Technologies (CADIFT), University of Toronto, ON, M5S
3G8, Canada
*Corresponding author: Edward PC Lai, Department of Chemistry, Carleton University, 1125 Colonel By Drive, Ottawa, ON K1S 5B6, Canada,
Tel: +613-520-2600; email:
@
Received: December 17, 2014; Accepted: March 23, 2015; Published: April 03, 2015
Citation: Khosroshahi ME, Mandelis A, Lashkari B (2015) The Effect of Laser Power on Photothermoacoustic Imaging of Blood
Containing Gold Nanoparticles and De-oxygenation using a Frequency-Domain Phased Array Probe: An In-vitro Assay. Nanosci Technol
2(1): 1-10. DOI: http://dx.doi.org/10.15226/2374-8141/2/1/00122
AbstractTop
Imaging modality has a significant impact on clinical applications
such as cancer diagnosis and therapy. We describe the in-vitro
results of several samples which include whole blood only (S1);
blood containing gold nanoparticles (Au NPs, S2); and deoxygenated
blood (S5) using photoacoustic radar imaging (PARI). The results
showed that blood with lower concentration Au NPs (S2) produces
higher PA signals compared with a higher concentration sample (S3).
After the optimization of concentration, three S1, S2 and S5 samples
were selected for the imaging experiment. The PA signal amplitudes
in all samples increased linearly up to 2.5 W in the order S5 > S2 >
S1 from there onwards the signals decreased sharply. The cellular
deformation time of S1 was found to be shorter than S2 and S5 but
from 2.5 W afterwards S1 and S2 showed the same rate of decrease.
The increase of signals in S1, S2 and S5 are thought to be due to
hemoglobin, surface Plasmon resonance (SPR)-induced heating
effects and release of choleoglobin and carboxyhemoglobin as
oxidation products respectively. The consistent decrease in the signal
amplitudes, however, at higher power levels is mainly attributed
to the change of the thermo-optical properties of blood leading
to decrease of the blood osmolarity due to temperature increase
and hence causing irreversible deformation resulting in thermohemolysis
of red blood cells (RBCs) which eventually degraded the
photoacoustic signals.
Keywords: Photoacoustic; Bioimaging; Diode laser; Blood; Gold nanoparticles; Frequency-domain
Keywords: Photoacoustic; Bioimaging; Diode laser; Blood; Gold nanoparticles; Frequency-domain
Introduction
During the past decade there has been a growing interest in
developing new techniques for non-invasive imaging of blood
vessels, cancer diagnosis, treatment and research in order to
replace other invasive and potentially harmful such as X-rays.
It is well known that growing cancer cells need additional blood
supply and gradually develop dense micro vascular networks
inside or around tumors. Angiogenesis appears to be a marker for breast cancer and may have clinical implications in diagnosis and
treatment [1]. The optical properties (absorption and scattering)
of biological tissue in the visible (400-750 nm) and near-IR (750-
1300 nm) spectral ranges are basically related to the molecular
constituents of tissues and their vibrational/electronic structures.
The main advantage of optical methods despite their limited
penetration depth is their dependence on tissue composition e.g.
on optical absorption which acts as endogenous contrast such
as Deoxyhemoglobin (Hb), Oxyhemoglobin (HbO2), lipids, water
and intrinsic chromophores with distinct fluorescent properties.
Optical scattering in soft tissue degrades resolution with depth
significantly, while ultrasound can provide better resolution than
optical probes at greater depths but with much compromised
contrast. Thus, the combination of high optical absorption
contrast and high ultrasonic spatial resolution (low scattering)
offers a very useful imaging technique.
Time-domain Photoacoustic (PA) is based on the absorption of pulsed laser energy by a material creating transient, localized heating. The increase in temperature leads to a rapidly thermal expansion which in turn generates thermo elastic stress waves. These Laser-induced ultrasound waves can then be used for applications such as Photo Acoustic Imaging (PAI) [2-5]. PAI is a rapid emerging biomedical modality which provides invivo functional imaging information at clinically relevant penetration depths, while maintaining high spatial resolution and imaging contrast. However, real-time PAI requires ultrasonic array receivers and parallel data acquisition systems for the simultaneous detection of weak PA signals. Briefly, an ultrasonic phase array is a transducer consisting of multiple small transducer elements. These elements usually are rectangular in shape and can be arranged in a straight line in one dimension. The signals from each element of the array can be acquired independently. Unlike a conventional single element transducer, a phase array spatially resolves the returning wave front according to the arrival time and amplitude at each element. Blood vessels usually exhibit orders of magnitude larger absorption than surrounding tissues, so there is enough contrast for PAI to visualize blood vessels or abnormal angiogenesis for imaging in-vivo subcutaneous vasculature for a variety of applications.
The application of nanostructures in medicine and biomedical engineering has also been growing in recent years. Surface Plasmon Resonance (SPR)-based nanoparticles, or plasmonic nanoparticles, exhibit unique optical and thermal properties and have been extensively employed in biomedical applications [6-11]. Their major advantages are due to the photo physical properties of gold nanoparticles , for example, strong Localized Surface Plasmon Resonance (LSPR), surface-enhanced scattering , non-linear optical properties, tunable resonance across the Vis-NIR due to adjustable nanoparticle size and shape [12- 15], biocompatibility due to their inert surface, nontoxicity, surface conjugation chemistry i.e., they can be linked to specific ligands for tumor targeting, imaging and therapies, lack of photo bleaching or blinking as with quantum dots, and very low oxidation [16,17]. The medical imaging modality employed for detection of malignant tumors in organs such as breast cancer should provide high-specificity to cancer and high resolution for early In situ detection [18]. Since, the main strength of PAI is its ability to obtain functional, anatomical and molecular information in real-time with a high resolution at clinically relevant depths, therefore either endogenous biomolecules such as hemoglobin, melanin and carotonoids or exogenous contrast agents such as indocyanine green [19], nanoparticles [20,21], nanoshells [22,23], nanorods [24,25], nanocages [26,27], and nanodiamonds [28] can be employed for image enhancement. However, as it will be discussed, for in vivo applications the nanostructures must be active targeted by conjugating them with suitable moieties e.g., antibodies, peptides or folates to prevent from protein adsorption and aggregation.
The main objective of this work is to describe the possible photo thermal effects due to increase of laser power on whole blood , de-oxygenated blood and blood containing AuNPs and, consequently, on the imaging quality and bioimaging applications. Extensive reports regarding the Frequency- Domain Photoacoustics Radar, (FD-PAR) and its use for imaging have been described elsewhere [29-32].
Time-domain Photoacoustic (PA) is based on the absorption of pulsed laser energy by a material creating transient, localized heating. The increase in temperature leads to a rapidly thermal expansion which in turn generates thermo elastic stress waves. These Laser-induced ultrasound waves can then be used for applications such as Photo Acoustic Imaging (PAI) [2-5]. PAI is a rapid emerging biomedical modality which provides invivo functional imaging information at clinically relevant penetration depths, while maintaining high spatial resolution and imaging contrast. However, real-time PAI requires ultrasonic array receivers and parallel data acquisition systems for the simultaneous detection of weak PA signals. Briefly, an ultrasonic phase array is a transducer consisting of multiple small transducer elements. These elements usually are rectangular in shape and can be arranged in a straight line in one dimension. The signals from each element of the array can be acquired independently. Unlike a conventional single element transducer, a phase array spatially resolves the returning wave front according to the arrival time and amplitude at each element. Blood vessels usually exhibit orders of magnitude larger absorption than surrounding tissues, so there is enough contrast for PAI to visualize blood vessels or abnormal angiogenesis for imaging in-vivo subcutaneous vasculature for a variety of applications.
The application of nanostructures in medicine and biomedical engineering has also been growing in recent years. Surface Plasmon Resonance (SPR)-based nanoparticles, or plasmonic nanoparticles, exhibit unique optical and thermal properties and have been extensively employed in biomedical applications [6-11]. Their major advantages are due to the photo physical properties of gold nanoparticles , for example, strong Localized Surface Plasmon Resonance (LSPR), surface-enhanced scattering , non-linear optical properties, tunable resonance across the Vis-NIR due to adjustable nanoparticle size and shape [12- 15], biocompatibility due to their inert surface, nontoxicity, surface conjugation chemistry i.e., they can be linked to specific ligands for tumor targeting, imaging and therapies, lack of photo bleaching or blinking as with quantum dots, and very low oxidation [16,17]. The medical imaging modality employed for detection of malignant tumors in organs such as breast cancer should provide high-specificity to cancer and high resolution for early In situ detection [18]. Since, the main strength of PAI is its ability to obtain functional, anatomical and molecular information in real-time with a high resolution at clinically relevant depths, therefore either endogenous biomolecules such as hemoglobin, melanin and carotonoids or exogenous contrast agents such as indocyanine green [19], nanoparticles [20,21], nanoshells [22,23], nanorods [24,25], nanocages [26,27], and nanodiamonds [28] can be employed for image enhancement. However, as it will be discussed, for in vivo applications the nanostructures must be active targeted by conjugating them with suitable moieties e.g., antibodies, peptides or folates to prevent from protein adsorption and aggregation.
The main objective of this work is to describe the possible photo thermal effects due to increase of laser power on whole blood , de-oxygenated blood and blood containing AuNPs and, consequently, on the imaging quality and bioimaging applications. Extensive reports regarding the Frequency- Domain Photoacoustics Radar, (FD-PAR) and its use for imaging have been described elsewhere [29-32].
Theory
As the application of recently developed advanced
nanobiomaterials and photoacoustic imaging modality is
growing fast in clinical and biomedical research and they are
closely inter-related, it would be helpful to review briefly how
these concepts are linked together. Normal whole blood consists
of about 55 vol% plasma [90% water, 10% proteins: albumin,
globulin, fibrinogen, waste substances, minerals (Na, Ca, K, Cl)]
and 45 vol% cells (99% red blood cells (RBCs, erythrocytes) and
1% white blood cells (WBCs; leukocytes and thrombocytes). A
normal RBC is mainly characterized by a flat bio concave shape
with volume, surface area and diameter ranging from 80-108 μm3,
119-151 μm2 and 7-8 μm, respectively [33]. The normal range of
RBCs is about 4.32-5.66×1012 cells/L in men and 3.88 - 4.99×1012
cells/ L in women. The RBC membrane is composed of 3 layers: the glycocalyx on the exterior which is rich in carbohydrates, the lipid bilayer containing many transmembrane proteins and the membrane skeleton as a structural network of proteins embedded in, or attached to, a fluid lipid bilayer. The proteins of the membrane skeleton are responsible for the deformability and durability of RBC and similarly the lipid composition is important as it provides membrane permeability and fluidity. Half of the membrane mass of erythrocytes are protein and the other half are lipid, namely phospholipids and cholesterol. The RBC membrane plays an important role in physiological cell function such as deformability, flexibility, adhesion to other cells, mechanical strength and stability which is due to cytoskeleton actin. Another important biomechanical property of RBC is its viscoelasticity which is primarily due to the elastic energy that is stored in the deformation of RBCs. Factors contributing to the viscoelasticity are plasma viscosity, plasma composition, temperature and the shear rate. Together, these factors make blood a viscoelastic, non-Newtonian and thixotropic fluid [34].
The interaction of electromagnetic waves, e.g. laser, with metal nanoparticles causes conduction-band electrons to undergo a coherent and collective excitation known as quantum plasma oscillation. These metal nanoparticles exhibit strong optical absorption and scattering due to Localized Surface Plasmon Resonance (LSPR). The importance of metallic nanostructures originates from their ability to absorb and scatter the incident light in both the visible and infrared regions. SPR absorption in Au NPs is followed by energy relaxation through non-radiative decay channels. This results in an increase in kinetic energy, leading to overheating of the local environment around the lightabsorbing species. According to Mie theory, the absorption cross section 'σabs' of a particle embedded in a medium, εm≈ -εg / 2, is given by [35].
cells/ L in women. The RBC membrane is composed of 3 layers: the glycocalyx on the exterior which is rich in carbohydrates, the lipid bilayer containing many transmembrane proteins and the membrane skeleton as a structural network of proteins embedded in, or attached to, a fluid lipid bilayer. The proteins of the membrane skeleton are responsible for the deformability and durability of RBC and similarly the lipid composition is important as it provides membrane permeability and fluidity. Half of the membrane mass of erythrocytes are protein and the other half are lipid, namely phospholipids and cholesterol. The RBC membrane plays an important role in physiological cell function such as deformability, flexibility, adhesion to other cells, mechanical strength and stability which is due to cytoskeleton actin. Another important biomechanical property of RBC is its viscoelasticity which is primarily due to the elastic energy that is stored in the deformation of RBCs. Factors contributing to the viscoelasticity are plasma viscosity, plasma composition, temperature and the shear rate. Together, these factors make blood a viscoelastic, non-Newtonian and thixotropic fluid [34].
The interaction of electromagnetic waves, e.g. laser, with metal nanoparticles causes conduction-band electrons to undergo a coherent and collective excitation known as quantum plasma oscillation. These metal nanoparticles exhibit strong optical absorption and scattering due to Localized Surface Plasmon Resonance (LSPR). The importance of metallic nanostructures originates from their ability to absorb and scatter the incident light in both the visible and infrared regions. SPR absorption in Au NPs is followed by energy relaxation through non-radiative decay channels. This results in an increase in kinetic energy, leading to overheating of the local environment around the lightabsorbing species. According to Mie theory, the absorption cross section 'σabs' of a particle embedded in a medium, εm≈ -εg / 2, is given by [35].
Where 'Rg' is the radius of a gold particle, εg = εr+iεi is the
complex dielectric permittivity of gold, 'εr' is the real part, εr= (ng
2-
ke
2) and ng, ke (ω) are the real part and the extinction coefficient
of the refractive index of gold respectively. The imaginary part,
iεi = 2 ng ke quantifies the relative phase shift of the induced
polarization with respect to the external field, i.e., it determines
the absorption bandwidth and includes losses such as ohmic loss
as heat.
The PAR technique involves light that is intensity modulated
at high frequencies propagating through a scattering medium,
exhibits amplitude and phase variations. In the case of a
sinusoidally intensity-modulated point source of light, the photon
source is described by [36],
Where, 'δ (r,r0)' is the Dirac delta function, Hs is the source
strength (photons/s), A is the modulation depth of the source and
Ψ is an arbitrary phase. The sinusoidally varying irradiance at
modulation angular frequency 'ωm' which illuminates the cross sectional area of the sample is:
The spectral component of the thermal source Qs (z,ω) at any
value of angular frequency, 'ωm' is given by:
where 'h' is the thickness of the B-Au NP container, 'αc' is
the absorption coefficient of combined volume fraction of B-Au,
and 'z' is depth so that z ≤ -h. It is interesting to note from the
biomechanical point of view that when a sinusoidally time
varying field proportional to eiω
m
t interacts with a viscoelastic
material such as blood it also results in a time varying flow which
will produce a phase variation 'Ψ' between shear stress and shear
strain. If Ψ=0, the material is purely elastic because both stress
and strain are in phase and if Ψ=90°, the material is purely viscous
since strain lags behind stress by 90°. A viscoelestic material will
be somewhere in between 0 and 90° [37].
Materials and Methods
A 25 mL gold nanoparticle source with 100 nm diameter
and concentration 3.8×109 particles/ mL (i.e., 9.5×109 particles)
stabilized as suspension in citrate buffer was purchased from
Sigma-Aldrich. Sheep whole blood was provided and kept in a
refrigerator before each experiment. Prior to each test the blood
was anti-coagulated with Ethylene Diamine Tetra-Acetic Acid
(EDTA). Initially, 30 mL of blood were mixed with 3 mL of EDTA
(i.e.10:1) giving a total blood source volume of 33 mL. A total of
five samples were prepared as follows: S1 (whole blood only),
S2 (blood+10% (3.8 μg/mL) Au NPs), S3 (blood+20% (7.6 μg/
mL) Au NPs), S4 (Au NPs only) and S5 (de-oxygenated blood).
For sample S2 (10%) a ratio of 0.5:0.05 mL of blood: NPs was
used and for sample S3 (20%) the amount of NPs was doubled
giving a total volume of 0.6 mL. The number of NPs (volume ×
concentration) and the corresponding concentration, S2 (10%),
using 0.05mL of Au were calculated to be 196×106 and 345×106 (N/ mL) respectively. Similarly for S3 (20%) using 0.1 mL of Au, the values of 380×106 and 633×106 (N/ mL) were obtained. All samples were safely mounted next to each other with 5 mm separation inside a saline solution container 50 mm below the water surface and irradiated with laser light. The experiment consisted of two parts: i) optimization of Au NPs concentration and ii) study of the effect of laser power on imaging using S1, S2 (optimized Au NP sample) and S5. To prepare the sample S5, sodium dithionite (Na2S2O4) crystalline powder with a weak sulfurous odor which is the most common and convenient reagent for the deoxygenation was used. The sample was prepared according to ref. [3] by adding Na2S2O4 to (S1) with the ratio of 0.02 mg/mL which corresponds to ≈ 80% of O2 (i.e., 20% deoxygenation) and the final product appeared darker compared with S1 and S2 , see Figure 1b.
using 0.05mL of Au were calculated to be 196×106 and 345×106 (N/ mL) respectively. Similarly for S3 (20%) using 0.1 mL of Au, the values of 380×106 and 633×106 (N/ mL) were obtained. All samples were safely mounted next to each other with 5 mm separation inside a saline solution container 50 mm below the water surface and irradiated with laser light. The experiment consisted of two parts: i) optimization of Au NPs concentration and ii) study of the effect of laser power on imaging using S1, S2 (optimized Au NP sample) and S5. To prepare the sample S5, sodium dithionite (Na2S2O4) crystalline powder with a weak sulfurous odor which is the most common and convenient reagent for the deoxygenation was used. The sample was prepared according to ref. [3] by adding Na2S2O4 to (S1) with the ratio of 0.02 mg/mL which corresponds to ≈ 80% of O2 (i.e., 20% deoxygenation) and the final product appeared darker compared with S1 and S2 , see Figure 1b.
Experimental
As shown in Figure 1a, the intensity modulated output of a CW
800-nm diode laser (Jenoptik AG, Germany) with a chirp duration
'τc ' of 1 ms was used as an excitation source for PA generation at
1.6 W peak power. Figure 1b shows the blood samples prepared
after optimization of Au NP concentration for studying the effect
of laser power.
The laser driver was controlled by a software function generator sweeping the laser power modulation frequency range between 0.3 and 2.6 MHz. A collimator was used to produce a collimated laser beam with 2-3 mm spot size on the sample. A 3 mm diameter silicone rubber tube was used to mimic a blood vessel in the physiological saline container. For the first part of the experiment, the tube was linearly scanned with 0.5mm step and the back scattered pressure waves were detected by a focused transducer (V305, Olympus NDT Inc., Panametrics) with a center frequency at 2.25 MHz, 18.8 mm element diameter, focal length of 25 mm and beam width of approximately 0.9 mm. For the second part, PAR imaging was performed using a 64-element plane phase array (Ultrasonic) with a central frequency of
The laser driver was controlled by a software function generator sweeping the laser power modulation frequency range between 0.3 and 2.6 MHz. A collimator was used to produce a collimated laser beam with 2-3 mm spot size on the sample. A 3 mm diameter silicone rubber tube was used to mimic a blood vessel in the physiological saline container. For the first part of the experiment, the tube was linearly scanned with 0.5mm step and the back scattered pressure waves were detected by a focused transducer (V305, Olympus NDT Inc., Panametrics) with a center frequency at 2.25 MHz, 18.8 mm element diameter, focal length of 25 mm and beam width of approximately 0.9 mm. For the second part, PAR imaging was performed using a 64-element plane phase array (Ultrasonic) with a central frequency of
Figure 1: (a) The experimental set up, (b) Blood samples of S1 (blood only), S2 (blood + Au NPs) and S5 (deoxygenated).
3 MHz and a sampling rate of 60 MHz/ s with high lateral
resolution. The returning PA signals were received by the various
elements or groups of elements and were then processed by the
instrumentation software. Each received signal represents the
reflection from a particular angular component of the beam or
from a particular focal depth. The distance between the samples
and the transducer immersed in water was kept at about 25 mm.
In the NIR (≈ 700 nm) region, blood has an absorption coefficient αb ≈ 7 cm-1 corresponding to an optical penetration depth of about 1.4 mm. Depending on the type of silicone rubber, the acoustic impedance 'Z' ranges between 1.1-1.5 ×106 kg.m-2.s-1. Blood has an acoustic impedance of about 1.60 ×106 kg.m-2.s-1. Therefore, the amplitude reflection at the rubber tube wall-blood interface varies between (0.1-3.4) percent. Data acquisition and signal processing were performed using Lab View software.
In the NIR (≈ 700 nm) region, blood has an absorption coefficient αb ≈ 7 cm-1 corresponding to an optical penetration depth of about 1.4 mm. Depending on the type of silicone rubber, the acoustic impedance 'Z' ranges between 1.1-1.5 ×106 kg.m-2.s-1. Blood has an acoustic impedance of about 1.60 ×106 kg.m-2.s-1. Therefore, the amplitude reflection at the rubber tube wall-blood interface varies between (0.1-3.4) percent. Data acquisition and signal processing were performed using Lab View software.
Results
Figure 2 shows the envelope for the PA cross correlations.
The amplitudes decrease in the order S2>S3>S1>S4. The area
under the curve of each envelope represents the total output
energy of the matched filter at constant input energy. The profile
amplitude provides a better signal to ratio (SNR) than the inphase
correlation alone. With regard to diagnostic capability, PAR
is superior to conventional ultrasound imaging despite its lower
SNR, due to its specificity determined by the NP material optical
absorption, concentration and also on the blood absorption
coefficient.
Based on the results of figure 2, the sample 'S2' was chosen as an optimized gold containing blood sample. It is also informative to calculate the power spectral density (PSD). The spectral content of stochastic process is decomposed into different frequencies present in that process, and helps identify periodicities. Figure 3 shows the corresponding PAR-PSD for S2. Referring to the spectrum, it can be seen that the PA signal is dominated by low frequency components. In the low frequency range, the PA response is affected only by the mixture of blood and NPs, so it does not reflect the individual signature of each component. The main feature in the case of PAR is that there is
Based on the results of figure 2, the sample 'S2' was chosen as an optimized gold containing blood sample. It is also informative to calculate the power spectral density (PSD). The spectral content of stochastic process is decomposed into different frequencies present in that process, and helps identify periodicities. Figure 3 shows the corresponding PAR-PSD for S2. Referring to the spectrum, it can be seen that the PA signal is dominated by low frequency components. In the low frequency range, the PA response is affected only by the mixture of blood and NPs, so it does not reflect the individual signature of each component. The main feature in the case of PAR is that there is
Figure 2: Cross-correlation amplitude envelope of S2.
Figure 3: Variation of power spectral density of PA with frequency of
S2.
no frequency content above the main peak frequency and the
information is completely concentrated within the 300-800 kHz
which exhibits the strongest power signal.
The next stage was to perform PAI of S1, S2 and S5 and to compare the results. As it is seen from figure 4, S1 showed a very weak acoustic response at 1.5 W but at 2.5 W relatively weak signals was detected and the image was barely visible to see the encircled region.
The next stage was to perform PAI of S1, S2 and S5 and to compare the results. As it is seen from figure 4, S1 showed a very weak acoustic response at 1.5 W but at 2.5 W relatively weak signals was detected and the image was barely visible to see the encircled region.
Figure 6 shows a similar trend to S2 in the case of S5 (blood + Na2S2O4) but at higher signal levels. This is in agreement with the fact that deoxygenated hemoglobin has a local maximum about 10 cm-1 at around 760 nm [38]. Again, a non-monotonic behavior was repeated after 2.5 W which will be discussed later.
Figure 7 illustrates the change of PAR signal amplitude with increase of laser power for various blood samples in the order of S5 > S2 > S1. Clearly, all samples demonstrated a consistent behavior with the PA signal maximum at 2.5 W and decreasing gradually beyond that irradiation power. The increase is almost negligible for S1 it is expected from whole blood as a relatively weakly absorbing medium at 800 nm. However, it is significant for S2 and S5. There are number of significant observations regarding figure 7 in that the trend of curves appears to be a Gaussian-type shape with almost similar symmetrical distribution with a peak representing the maximum signal amplitude. Also, all curves exhibited a maximum point at the same laser power (2.5 W) which statistically implies that the probability density function of such occurrence is meaningful. The full width half maximum is correlated to standard deviation and narrower the width the closer it is to the central point. In our case, S2 is narrower than S5 with corresponding lower standard deviation, σ, (i.e., σS2 ≈ 9.5% << σS5 ≈13%).
The next stage was to perform PAI of S1, S2 and S5 and to compare the results. As it is seen from figure 4, S1 showed a very weak acoustic response at 1.5 W but at 2.5 W relatively weak signals was detected and the image was barely visible to see the encircled region.
The next stage was to perform PAI of S1, S2 and S5 and to compare the results. As it is seen from figure 4, S1 showed a very weak acoustic response at 1.5 W but at 2.5 W relatively weak signals was detected and the image was barely visible to see the encircled region.
Figure 6 shows a similar trend to S2 in the case of S5 (blood + Na2S2O4) but at higher signal levels. This is in agreement with the fact that deoxygenated hemoglobin has a local maximum about 10 cm-1 at around 760 nm [38]. Again, a non-monotonic behavior was repeated after 2.5 W which will be discussed later.
Figure 7 illustrates the change of PAR signal amplitude with increase of laser power for various blood samples in the order of S5 > S2 > S1. Clearly, all samples demonstrated a consistent behavior with the PA signal maximum at 2.5 W and decreasing gradually beyond that irradiation power. The increase is almost negligible for S1 it is expected from whole blood as a relatively weakly absorbing medium at 800 nm. However, it is significant for S2 and S5. There are number of significant observations regarding figure 7 in that the trend of curves appears to be a Gaussian-type shape with almost similar symmetrical distribution with a peak representing the maximum signal amplitude. Also, all curves exhibited a maximum point at the same laser power (2.5 W) which statistically implies that the probability density function of such occurrence is meaningful. The full width half maximum is correlated to standard deviation and narrower the width the closer it is to the central point. In our case, S2 is narrower than S5 with corresponding lower standard deviation, σ, (i.e., σS2 ≈ 9.5% << σS5 ≈13%).
Figure 4: Phase array PA images of S1 at different powers with the corresponding acoustic signal amplitudes.
Figure 5: Phase array PA images of S2 at different powers with the corresponding acoustic signal amplitudes.
Figure 6: Phase array PA images of S2 at different powers with the corresponding acoustic signal amplitudes.
Figure 7: Variation of PA signal amplitudes with laser power for S1, S2
and S5.
Figure 8: Variation of PA signal amplitudes with laser power for S1, S2
and S5.
Figure 9: Calculated change of RBCs deformation time with applied laser
power for S1, S2 and S5.
Discussion
The first and foremost important issue to be emphasized is
the interaction process of nanoparticles with RBCs. In a biological
medium, NPs; particularly colloidal NPs; can undergo an
interaction process with biomolecules such as proteins, nucleic
acids, and lipids due to their nano-size and significant surfaceto
volume ratio. Among these, the adsorption of proteins to NP
surface is particularly important since it results in the formation
of NP-protein complex which is known as "NP-protein corona".
Proteins as polypeptides with a defined conformation have a
net surface charge which depends on the pH of the surrounding
medium. The pH value is a key environmental factor, especially
in chemical and biomedical systems. Any value above 7.0 is
considered as alkaline and below that is acidic. A healthy blood
pH without cancer has acid + alkaline balance almost equal. It
affects the dissociation of functional groups on the surface of
self-assembled monolayers; consequently changes in the pH
will result in change of gold particle coverage. In fact it has been
shown that the nanoparticle surface coverage and the spectral
position of LSPR are both highly dependent on pH i.e., it was red
shifted by increasing the pH [39,40].
Adsorption of proteins at nano-bio level occurs mainly by forces such as hydrogen bonds and Van der Waals interactions. Physical interactions of Au NPs with physiological fluids e.g. blood plasma can change their physiochemical properties such as size, aggregation and surface charge area. High ionic strength solutions are known to cause Au NPs aggregation due to electrostatic screening [41]. The longetivity of the NP-protein interaction depends on the rate of association or dissociation of proteins from the surface. Equally, it is important to note that NPprotein interaction process is subject to change even in a given medium due to changing rate of adsorption and desorption of proteins from the NP surface. Thus, such a process is dynamic where proteins with higher binding affinity for the surface can occupy the surface more than those with lower affinity. Regardless of different types of endocytosis mechanism, NPs may also enter cells by passive penetration of the cell membrane. Since RBCs lack endocytosis mechanism hence a passive transport or diffusion takes place after NPs are built at the surface of cell membrane.
Adsorption of proteins at nano-bio level occurs mainly by forces such as hydrogen bonds and Van der Waals interactions. Physical interactions of Au NPs with physiological fluids e.g. blood plasma can change their physiochemical properties such as size, aggregation and surface charge area. High ionic strength solutions are known to cause Au NPs aggregation due to electrostatic screening [41]. The longetivity of the NP-protein interaction depends on the rate of association or dissociation of proteins from the surface. Equally, it is important to note that NPprotein interaction process is subject to change even in a given medium due to changing rate of adsorption and desorption of proteins from the NP surface. Thus, such a process is dynamic where proteins with higher binding affinity for the surface can occupy the surface more than those with lower affinity. Regardless of different types of endocytosis mechanism, NPs may also enter cells by passive penetration of the cell membrane. Since RBCs lack endocytosis mechanism hence a passive transport or diffusion takes place after NPs are built at the surface of cell membrane.
Photoacoustic imaging contrast which is based on the optical
absorption properties of tissue and the underlying molecular
composition is a suitable modality for molecular imaging. In this
paper, the use of an intensity modulated diode laser and a plane
US-phased array was used for imaging blood tubes at different
conditions. The analysis shows that the optical penetration depth
in blood, δ0 (1.4 mm at 800 nm) ≈ φr where φr = 1 mm is the beam
radius, and XT << 2φr, where 'XT' is the thermal diffusion length
in blood, XT ≈ (4Dbτp) 1/2, with 'τp' and 'Db' being respectively, the
chirp duration and the thermal diffusivity of blood. Therefore,
PA source in blood can be assumed to be 1-D model can be used.
Using Db ≈ 1.38×10-3 cm2s-1 [42], XT ≈ 23 μm and ≈ 47 μm for τp
= 1 and 4 ms, respectively. Also, the estimated values for blood
thermal relaxation time, τr ≈ δ0
2 /4Db ≈ 3.6 s and the acoustic
transient time, τr = δ0 /ca ≈ 890 ns. In our case, we also estimated that αbca
<< ωim and ωfm, αb XT << 1 and τc << τr, and τc >> τa where,
ωim and ωfm are initial and final angular modulation frequencies
'αb' is the blood absorption coefficient. It can be deduced that S1
is effectively a weakly absorbing medium which satisfies thermal
but not acoustic confinement. However, when Au NPs are added
to blood, the situation begins to reverse and the medium becomes
strongly absorbing, i.e., αbca >> ωim and ωfm, αbXT >> 1.
Figure 8 indicates the 'XT' values for a 0.3-2.6-MHz chirp using XT ≈ (2Dc /ωm) 1/2, where 'Dc' is thermal diffusivity of the combined volume fraction (blood and Au NPs). As it is seen, the thermal length decreases with increasing the modulation frequency and it increases with chirp duration. The analysis showed that almost 75% of thermal diffusion takes place between 0.3-1 MHz.
Initially, The interaction of a laser pulse with a relatively weakly absorbing heterogeneous medium, such as blood, containing a suspension of strongly absorbing nanoparticles generates a heating effect which is quickly equilibrated within the NP ensemble. Subsequently, the heat generated is transferred from the NPs to the surrounding medium or matrix (blood) via non-radiative relaxation within a few ps. In the absence of phase transformations, heat transfer in a system with NP thermal sources is described by the heat conduction equation:
Figure 8 indicates the 'XT' values for a 0.3-2.6-MHz chirp using XT ≈ (2Dc /ωm) 1/2, where 'Dc' is thermal diffusivity of the combined volume fraction (blood and Au NPs). As it is seen, the thermal length decreases with increasing the modulation frequency and it increases with chirp duration. The analysis showed that almost 75% of thermal diffusion takes place between 0.3-1 MHz.
Initially, The interaction of a laser pulse with a relatively weakly absorbing heterogeneous medium, such as blood, containing a suspension of strongly absorbing nanoparticles generates a heating effect which is quickly equilibrated within the NP ensemble. Subsequently, the heat generated is transferred from the NPs to the surrounding medium or matrix (blood) via non-radiative relaxation within a few ps. In the absence of phase transformations, heat transfer in a system with NP thermal sources is described by the heat conduction equation:
Where 'T(r, t)' is temperature, 'Q' is the heat source, ρg (r) cg
(r) is density, and specific heat of the Au NPs respectively and
Km (r) is the thermal conductivity of the surrounding medium.
Thus, the interaction of a laser pulse with a relatively weakly
absorbing heterogeneous medium, such as blood, containing a
suspension of strongly absorbing nanoparticles generates a PA
signal enhancement effect. While the absorber is the NPs, the
thermoelastic signal propagates in the surrounding fluid and
heat transfer defines the signal generation process. Therefore,
the produced acoustic signal is proportional to the amount of
energy deposited into the NPs and the thermoelastic properties
of the ambient. According to equation (3), the absorption of
optical energy through multi-frequency chirp modulation by the
medium, results in the generation of similar frequency modulated
acoustic waves propagating within the medium.
Quantitatively PAI in the presence of nanoparticles is determined by the response of the PA signal amplitude (maximum signal voltage, Vmax) given as a function of responses from single particles, the wavelength-dependent 'σabs' the number of nanoparticles (NNP), and the deposited energy (σabs F) where 'F' is the optical fluence. The PA signal is given as [43]
Quantitatively PAI in the presence of nanoparticles is determined by the response of the PA signal amplitude (maximum signal voltage, Vmax) given as a function of responses from single particles, the wavelength-dependent 'σabs' the number of nanoparticles (NNP), and the deposited energy (σabs F) where 'F' is the optical fluence. The PA signal is given as [43]
Where Γeff = βca
2 /cp is the effective Grüneisen constant for a
given NP type, 'β' is the volume thermal expansion coefficient, 'Cp'
is the specific heat and 'V0' is the PA signal from any endogenous
absorbers such as whole blood defined by the product of αb, and
F,[44].
Here αb = εHb(λ)[Hb] + εHbO2(λ)[HbO2], Hb and HbO2 are the
relative hemoglobin and oxyhemoglobin concentrations, εHb and
εHbO are the corresponding molar extinction coefficients [45]. If,
however, V0 is negligible then Vmax is due to NPs only.
Sodium dithionate is used to dissociate dioxygen from HbO2 in erythrocytes by removing the external O2 rather than diffusing into the RBCs [46]. The RBC color depends on the state of the hemoglobin: when combined with oxygen, the resulting oxyhemoglobin is scarlet, and when oxygen has been released the resulting deoxyhemoglobin is dark red, and can appear bluish through the vessel wall and skin. It is known that the action of oxygen on the Hb in Na2S2O4 solution results in the formation of choleglobin-like oxidation products with increased light absorption in the red and decreased absorption at shorter wavelengths [47]. An unstable oxidation product of Na2S2O4 is hydrogen peroxide which reacts with several heme pigments. If HbO2 is reduced by Na2S2O4 and then converted into carboxyhemoglobin, the absorption spectrum of the product shows a greater absorption in the red [46]. This may explain the reason for the higher PAR signal produced by absorption of 800 nm photons by S5 in figure 7. In fact, the rate of dissociation of HbO2 in the presence of Na2S2O4 may indicate that it has a direct effect on the pigment and modifies the kinetics of the dissociation. In any case, it is important to note that the extinction coefficient of Na2S2O4 is strongly dependent on time and it has been shown that deoxygenation takes place less than one minute and then the extinction coefficient rapidly increases [48]. The maximum efficacy of heat transformation into acoustic pressure is given by [49].
Sodium dithionate is used to dissociate dioxygen from HbO2 in erythrocytes by removing the external O2 rather than diffusing into the RBCs [46]. The RBC color depends on the state of the hemoglobin: when combined with oxygen, the resulting oxyhemoglobin is scarlet, and when oxygen has been released the resulting deoxyhemoglobin is dark red, and can appear bluish through the vessel wall and skin. It is known that the action of oxygen on the Hb in Na2S2O4 solution results in the formation of choleglobin-like oxidation products with increased light absorption in the red and decreased absorption at shorter wavelengths [47]. An unstable oxidation product of Na2S2O4 is hydrogen peroxide which reacts with several heme pigments. If HbO2 is reduced by Na2S2O4 and then converted into carboxyhemoglobin, the absorption spectrum of the product shows a greater absorption in the red [46]. This may explain the reason for the higher PAR signal produced by absorption of 800 nm photons by S5 in figure 7. In fact, the rate of dissociation of HbO2 in the presence of Na2S2O4 may indicate that it has a direct effect on the pigment and modifies the kinetics of the dissociation. In any case, it is important to note that the extinction coefficient of Na2S2O4 is strongly dependent on time and it has been shown that deoxygenation takes place less than one minute and then the extinction coefficient rapidly increases [48]. The maximum efficacy of heat transformation into acoustic pressure is given by [49].
Where P (t) is the pressure amplitude 'Io' is the intensity 'CT'
is the phase array total capacitance 'dt' is the strain constant 'A'
is the irradiated area and 'V' is the measured voltage. Using the
corresponding values of the signal amplitudes at peak irradiation
power of 2.5 W in each case, see figure 7, relation (9) yields the
approximate values of 0.94×10-6, 3.8 and 5.65×10-6 cm2 W -1 for S1,
S2 and S5 respectively.
Where P (t) is the pressure amplitude 'Io' is the intensity 'CT' is the phase array total capacitance 'dt' is the strain constant 'A' is the irradiated area and 'V' is the measured voltage. Using the corresponding values of the signal amplitudes at peak irradiation power of 2.5 W in each case, see figure 7, relation (9) yields the approximate values of 0.94×10-6, 3.8 and 5.65×10-6 cm2 W -1 for S1, S2 and S5 respectively.
When the temperature reaches a critical point where an irreversible thermal damage is unavoidable, hemolysis occurs as the cell membrane ruptures by the phospholipids breakdown to produce pores in the membrane through which the contents are released. However, it was also suggested [50] that even at moderate temperatures a mechanism based on the concept of the critical bilayer assembly temperature of the cell membrane accounts for hemolysis. Echinocytosis, which is an indicator for morphological change is a characteristic of RBC thermal damage frequently used for this purpose. It was shown that one of the earliest morphological manifestations of RBC following heat injury is their transformation from disc to spherical shape [51].
Another approach of analysis is through ray optics which deals with the deformability of cells. This approach is valid only when the size of a biological object is much larger than the laser wavelength, i.e. 2πrc /λ ≈ 27.5 >>1 such as in our case where rc ≈ 3.5×10-6 m is the RBC radius. When the RBCs are at rest or exhibit very small shear rates, they tend to aggregate and stack together in an energetically favorable manner. The attraction is attributed to charged groups on the surface of cells and to the presence of fibrinogen and globulins [52]. Whenever a ray of light is reflected or refracted at an interface between media with different refractive indices, changing direction or velocity, optical momentum is transferred from the light to the interface and by Newton's law a force is exerted on the interface. As a result a transient cell deformation occurs until elastic forces balance the applied optical forces unless the applied load and the optical force 'Ƒo' is too high and the cell membrane ruptures. The characteristic time 'tc' for cellular deformation is defined as [53]
Where P (t) is the pressure amplitude 'Io' is the intensity 'CT' is the phase array total capacitance 'dt' is the strain constant 'A' is the irradiated area and 'V' is the measured voltage. Using the corresponding values of the signal amplitudes at peak irradiation power of 2.5 W in each case, see figure 7, relation (9) yields the approximate values of 0.94×10-6, 3.8 and 5.65×10-6 cm2 W -1 for S1, S2 and S5 respectively.
When the temperature reaches a critical point where an irreversible thermal damage is unavoidable, hemolysis occurs as the cell membrane ruptures by the phospholipids breakdown to produce pores in the membrane through which the contents are released. However, it was also suggested [50] that even at moderate temperatures a mechanism based on the concept of the critical bilayer assembly temperature of the cell membrane accounts for hemolysis. Echinocytosis, which is an indicator for morphological change is a characteristic of RBC thermal damage frequently used for this purpose. It was shown that one of the earliest morphological manifestations of RBC following heat injury is their transformation from disc to spherical shape [51].
Another approach of analysis is through ray optics which deals with the deformability of cells. This approach is valid only when the size of a biological object is much larger than the laser wavelength, i.e. 2πrc /λ ≈ 27.5 >>1 such as in our case where rc ≈ 3.5×10-6 m is the RBC radius. When the RBCs are at rest or exhibit very small shear rates, they tend to aggregate and stack together in an energetically favorable manner. The attraction is attributed to charged groups on the surface of cells and to the presence of fibrinogen and globulins [52]. Whenever a ray of light is reflected or refracted at an interface between media with different refractive indices, changing direction or velocity, optical momentum is transferred from the light to the interface and by Newton's law a force is exerted on the interface. As a result a transient cell deformation occurs until elastic forces balance the applied optical forces unless the applied load and the optical force 'Ƒo' is too high and the cell membrane ruptures. The characteristic time 'tc' for cellular deformation is defined as [53]
Here μb, nm, Q, c are respectively, the viscosity of blood ≈ (3 – 4)
× 10-3 Pa.s [54], the refractive index of the medium (for blood only
nb = 1.42, for nb+Au = 1.32 and nb+Na2 = 1.29 determined as volume
fraction), the factor that describes the amount of momentum
transferred (Q=1 for absorbing medium), and the speed of light
in vacuum (3×108 m s-1).
Figure 9 indicates, as expected, that by increasing the laser
power, the deformation time decreases implying that the RBC will
be damaged faster. This is found to occur in the order of S5 > S2
> S1, i.e. in our case, S1 reaches the damage point first at the peak
value of 2.5 W. In general, the exact temperature for the onset
of cell necrosis is rather difficult to determine, which includes
not only the attained temperature but also the duration of this
temperature which plays a significant role to the induction of
irreversible damage. However, for a quantitative approximation
of remaining active molecules or cells at a certain temperature
level, one can use the well known Arrhenius equation:
Where 'C0' is the initial concentration of cells, 'C(t)' is the
concentration at a time 't', 'A' is Arrhenius constant, 'R' is the
universal gas constant ΔE ≈ (kT / h) exp Δs / R is the activation
energy 'Ω' is a specific tissue thermal property, 'ΔS' is the
activation entropy, 'k' is Boltzmann's constant and 'h' is Planck's
constant. The local degree of damage defined by the damage integral given in equation 12 is the fraction of deactivated cells
Thus, by inserting an appropriate value of the tissue
constant, one is able to calculate the probable damage degree
Cd (t) as a function of time. There are different mechanisms
which can cause cellular damage namely: photochemical,
photothermal, photoablation and photodisruption. Therefore,
a further investigation is needed to determine carefully the
nature of damage in each given case. However, considering our
experimental conditions and optical parameters, it is suggested
that the decrease in the PAR signal observed in figure 7 above the
peak point is probably due to opto-thermal irreversible damage
or thermohemolysis. In other words, increasing the temperature
can decrease the blood osmolarity, thereby causing thermohemolysis
of erythrocytes which in effect degrades the photo
acoustic signal.
Conclusion
Au NP enhanced PAR imaging based on the SPR effect using
current modulated linear frequency modulated diode laser and
a plane phased swept array is shown to be capable of detecting
and imaging biological targets such as blood tissue at clinically
relevant depths. The PARI of blood vessel phantoms containing
Au NPs and deoxygenated blood was performed at different laser
powers. The results showed that lower concentration Au NPs
(S1) produces an enhanced PAR signal and PSD amplitude with
most of the information concentrated within the 300-800 kHz.
Also, the PA signal amplitudes in all samples increased linearly
up to 2.5 W in the order of S5 > S2 > S1 above which the signals
decreased sharply. Given that the cellular deformation time is
a determining factor, the temperature temporal duration must
be optimized in order to avoid possible photo thermal damage.
The consistent decrease in the signal amplitudes at higher
power levels can be attributed to the change of the thermooptical
properties of blood, decreasing the osmolarity due to
temperature increase and hence causing thermo-hemolysis
of RBCs which degrade the photoacoustic signals. Thus, in a
real clinical PARI, not only the laser parameters, but also the
amount of contrast agents such as Au NPs which can be used to
enhance the PA signal, must be carefully optimized in terms of
size, shape and concentration to prevent from cellular thermal
damage and hence low quality imaging. Finally, it is known that
angiogenesis which is the abnormal growth of blood vessels is
the main hallmarks of cancer. Angiogenetic blood vessels supply
tumors with nutrients but they tend to be highly irregular dilated
and leaky. Thus, nanosize particles can easily extravasate from
the blood stream into tumor tissues and be retained due to
poor lymphatic drainage. It is, therefore, expected that a better
differentiation between healthy and cancerous tissue to be
achieved due to accumulation of Au NPs within cells based on
Enhanced Permeability Retention (EPR) effect, thus leading to
stronger photoacoustic signals.
Acknowledgment
The authors gratefully acknowledge the support of Samsung
Corp. for a GRO grant, to the Canada Research Chairs program
and the Natural Sciences and Engineering Research Council of
Canada (NSERC) for a Discovery Grant to A.M.
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