Abstract
The major obstacles of optical imaging and photothermal therapy in biomedical applications is the strong scattering of light within biological tissues resulting in light defocusing and limited penetration. In this study, we propose high intensity focused ultrasound (HIFU)-induced heating tunnel to reduce the photon scattering. To verify our idea, Monte Carlo simulation and intralipid-phantom experiments were conducted. The results show that the thermal effect created by HIFU could improve the light fluence at the targeted region by 3% in both simulation and phantom experiments. Owing to the fluence increase, similar results can also be found in the photoacoustic experiments. In conclusion, our proposed method shows a noninvasive way to increase the light delivery efficiency in turbid medium. It is expected that our finding has a potential for improving the focal light delivery in photoacoustic imaging and photothermal therapy.
Subject terms: Biological techniques, Optics and photonics
Introduction
The advent of photonic technology has played a critical role in novel biological discoveries and clinical applications, such as biomedical imaging and optical manipulation, stimulation, and therapy. Applications involving light beams illuminating biological media are greatly affected by intratissue propagation, since desired goals can be impossible to achieve when there is insufficient light energy or poor spatial resolution. For example, the poor delivery of light energy in photoacoustic imaging will decrease the photoacoustic signals and the imaging contrast1–3. Optical scattering is the most important obstacle because this rapidly decreases the light intensity and widens the light beam during propagation4. The energy loss from scattering can be reduced by inserting an optical fiber into the target region, but this can potentially cause invasive damage5. It is clear that the development of a new approach for noninvasively reducing light scattering in biological media would fundamentally increase its penetration ability and treatment efficiency, and also reduce off-target effects.
The existing methods for decreasing scattering can typically be divided into two types: wavefront shaping6–8 and optical clearing9–11. In a wavefront shaping process, ultrasound could be used as a guide to modulate and refocus light. However, the requirement for a perpendicular spatial arrangement between the light and ultrasound transducers and the time-consuming calculations means that these methods are not suitable for real-time in vivo applications. In an optical-clearing technique, a chemical optical clearing agent is used to lower the scattering coefficient in tissue and thereby improve the light penetration. However, the use of chemical agents may cause tissue injury (e.g., dehydration), making them only appropriate for postmortem applications. Based on the same theory of using an optical clearing agent, some researchers have proposed optical clearing methods based on mechanical forces (i.e., pressure) to alter the optical properties of tissues12–14. For example, Chamanzar et al. found that ultrasound could increase the penetration of light by temporally changing the optical refractive index of tissue14. Moreover, because no chemical agent was involved, the change was reversible. Unfortunately, their backward-mode system based on the transmission of ultrasound standing waves was not suitable for in vivo applications. An ideal system for improving light penetration within tissue for in vivo applications must conform to the following criteria: noninvasive, high temporal resolution, localization, simple setup, and tissue safety.
Our strategy focused on the concept of heat-mediated changes in tissue scattering coefficients15,16. A medium expands when the temperature increases, which reduces light scattering. Moreover, cell membranes are mainly formed by phospholipids, and their fluidity would increase when the temperature increases from 25 to 45 °C due to undergoing a phase transition17. Although this potential mechanism of temperature-dependent scattering reduction has been demonstrated previously, there are very few reports of this approach being applied in optical-related techniques. In this study, we aimed to develop a safe noninvasive method for improving the delivery of light energy by using high-intensity focused ultrasound (HIFU) as a heating source to create a heating tunnel in the scattering medium. HIFU was suitable for this study because it has been widely used to achieve noninvasive and high-accuracy thermal ablation in clinical applications18. The HIFU enhancement of light delivery was first simulated in Monte Carlo simulations, and the performance of the technique was validated in an intralipid phantom. Finally, an HIFU heating system was integrated with a photoacoustic system to verify the improvement of photoacoustic signals resulting from the improved light delivery (Figs. 1, 2).
Results
Monte Carlo simulation results
The correlation between fluence improvement, heating tunnel size, and temperature rise are firstly investigated. The result indicates that the increase in the delivered light energy was the greatest when the diameter of the heating tunnel was 4 mm in each temperature (Fig. 3a). Because the photon would be guided by the lower scattering region which was created by the heating tunnel. When the size of the heating tunnel slightly larger than the width of the laser beam, the light fluence would be greatest increased. The light energy could be improved by 5.1%, 10.7%, and 21.9% as temperature increased to 5, 10, and 20 ℃, respectively, showing a positive correlation between light energy improvement and temperature increase. In the end, the simulation results from the actual HIFU heating model are shown in Fig. 3b, which indicate that the HIFU-induced heating increased the light energy by 3.2%.
Inertial cavitation detection during heating
Generating the heating tunnel in the phantom requires the sonication of HIFU at a high acoustic pressure. However, previous studies had indicated that high pressure of ultrasound might induce inertial cavitation19,20, producing air bubbles in the sonicated area. These air bubbles also would alter the optical properties of tissue and affect the fluence measurements. In order to verify that the acoustic parameters used in this study will not produce air bubbles, 4–9 MPa acoustic pressure ultrasound signals with 50% duty cycle were used to irradiate the phantom. In the meantime, we used ultrasound B-mode imaging to detect backscattering signals of the generated air bubbles within the phantom. During the experiment, two thermocouples were used to record the temperature change at the center of the heating tunnel and in the water tank. The results show that no air bubble was observed in the B-mode ultrasound imaging until the acoustic pressure exceeded 7 MPa threshold (see Fig. 4). After the pressure was increased to 8 MPa, the air bubble cluster induced by inertial cavitation could be seen in the B-mode imaging. Therefore, we chose 7 MPa pressure as the acoustic parameter for heating to prevent the occurrence of inertial cavitation effect in the phantom.
Light fluence increased by HIFU-induced heating
The temperatures within the heating tunnel and the laser fluences passing through the intralipid phantom are shown in Fig. 5a,b. The temperature increase in the control group (without heating) and HIFU heating group were highly consistent in each experiment (N = 3) (Fig. 5a). However, the ± 1% standard deviation of the increase of the fluence shown in the control group was caused by the output variation of the laser itself. After turning on the HIFU transducer for 60 s, the light energy was increased by 3.1 ± 0.3%. When the HIFU transducer was turned off after 60 s, the fluence suddenly decreased to the control level, with this decrease synchronized with the temperature change shown. These observations demonstrated the reversible nature of our method.
Photoacoustic signal enhancement
In the photoacoustic experiment, the intensities of the photoacoustic signals at different temperatures from the heating tunnel were recorded by the oscilloscope. The intensity of the photoacoustic signal increased by 3.0 ± 0.7% solely as a result of the temperature increase of the heating tunnel from 32 to 42 °C (Fig. 5c) because the temperature of the hair did not change (32.7℃) during HIFU heating (see Fig. 5d). The temperature of the water bath was almost unchanged in the HIFU heating process due to the special setting of the phantom and an optical absorber (hair), which demonstrating the fluence increase was only induced by the heating tunnel.
Discussion and conclusions
The results show that the highly match between the simulation data and in vitro experiment results, confirming the change of the anisotropy factor is neglectable. While we have demonstrated that our proposed strategy based on HIFU-induced heating can rapidly increase the light fluence, the HIFU energy needs to be carefully regulated in order to avoid causing thermal damage and inertial cavitation in the focal area. Tissue temperatures exceeding 42 °C will cause the coagulation of proteins and lipids, while temperatures above 60 °C will induce coagulation necrosis21. Moreover, when the ultrasound pressure exceeds the inertial cavitation threshold of 8 MPa, the shock wave induced by the destruction of bubbles may cause bleeding and membrane perforation22.
This study was only conducted in an intralipid phantom. The feasibility of applying this technique in other types of biological tissues therefore requires further investigation, since it has been reported previously that the thermal effects induced by changes in light penetration vary with the composition ratio of proteins and lipids in the tissue17. A local temperature increase will decrease the scattering coefficient only in a medium that has a negative temperature coefficient, that is, the parameter indicating the relationship between temperature and the scattering coefficient. A negative temperature coefficient is common in lipid-rich tissues. On the other hand, in the protein-rich tissues such as chicken breast, the positive temperature coefficient will increase the scattering coefficient when the temperature rise16. Our method is particularly suitable for applications in such lipid-rich tissues, such as the breast.
This research only addressed the localized thermal effect-enhanced light penetration. Therefore, the increasing of the light fluence is only 3%. To further demonstrate feasibility of this strategy, we expanded the change of the temperature (5, 10, 20 ℃) and the diameter of the heating tunnel (1, 2, 4, 8, 16 mm) to investigate the relationship between the fluence improvement and these two factors. The fluence increase could be up to 5.1%, 10.7%, and 21.9% as the temperature increased to 5, 10, and 20 ℃, respectively, according to the simulation result (Fig. 3a). In addition, on the other hands, other effects of ultrasound such as acoustic-pressure and inertial-cavitation-induce air bubbles also have potential in improving the light delivery. One study found that a high-acoustic-pressure standing wave can be used to change the refractive index of the medium so as to create a structure resembling an optical fiber14. Another study showed that light scattering can be inhibited by generating an air bubble in the region where light is propagating20. Combining these two effects might make it possible to further improve the efficiency of light transmission through a scattering medium. However, the occurrence of inertial cavitation in the tissue would remove the reversible nature of the intervention.
In conclusion, a real-time, noninvasive, and local HIFU heating system has been constructed that can increase the efficiency of delivering light to tissue. Both simulations and photodiode measurements verified an increase of 3% in the fluence resulting from an HIFU-induced reduction in scattering. The fluence increase was also verified in photoacoustic signal measurements. For future biomedical applications, we consider that this method potentially can be used in in vivo two-photon microscopic imaging system. Several papers had successfully integrated the ultrasound transducer onto the two-photon fluorescence microscopy study to observe the ultrasound-induced cerebrovascular dynamics23,24. The imaging depth is largely decreased because of the tissue thickness of mice. Therefore, the proposed technique potentially can be used to improve the imaging depth of the currently existing intravital imaging system. Besides, we also consider this method can be utilized in the in vitro high-resolution optical microscopy image for tissue scanning. This imaging technique also suffers low penetration depth because of the exponentially energy decay due to the multiple light scattering25. In this case, the temperature change can be extended to 20 ℃ to further increase the penetrated fluence of the light.
Materials and methods
Heat-induced reduction of optical scattering coefficients: background and theory
When light propagates through a biological tissue, the strong scattering caused by tissue decreases the delivered light energy. The optical scattering coefficient (μs) can be expressed as26,
1 |
where r, ρs, and ns are the radius, density, and refractive index of the scattering particles, respectively, and nm is the refractive index of the medium. According to Eq. (1), the key factors for reducing the scattering coefficient include decreasing the density of the scattering particles and the refractive index mismatch between scattering particles and the medium. Previous studies shown that when lipids within a tissue were heated from 25 to 45 °C, the structure of the lipid changes from the gel phase through a stable crystalline phase to a liquid-crystalline phase17,27,28.The increase of fluidity and mobility would lead to the decrease in both the density of the lipid (ρs) in the tissue and the refractive index mismatch between the lipid (ns) and the surrounding region (nm). Therefore, temperature raise would decrease the scattering coefficient in the tissue.
Monte Carlo simulation
The feasibility of using a heating tunnel to improve the delivery efficiency of light was first investigated using the MCX Monte Carlo simulation software29. Two simulation models were designed in this study (Fig. 1a). The first model was used to specify the different temperature increase and optimize the size of the heating tunnel. A Gaussian-beam laser with a full width at half maximum (FWHM) of 2 mm was selected as an incident light source, and 107 photon packages were launched to simulate the light propagation. The parameters of the tissue-mimicking phantom (intralipid phantom) were initialized as a 20 × 20 × 20 mm3 cube with an absorption coefficient (μa) = 0.05 mm–1, anisotropy (g) = 0.9. In order to optimize the size of the heating tunnel, the heating tunnel in the phantom was set as a 5-mm-height single layer cylinder with five different diameters. The diameters smaller than (diameter = 1 mm), equal to (diameter = 2 mm), and larger than (diameter = 4, 8, 16 mm) the beam width of the incident light were simulated. The relationship between the fluence improvement and temperature rise (5, 10, and 20 ℃) was investigated by setting the initial temperature of the cube from 37, 32, and 22 ℃ (the scatter coefficient (μs) of the cube = 15.7, 16.6, 18.4 mm-1 followed the experiment results of Cletus15). On the other hand, during the HIFU heating process, the actual heating area will not be a homogeneous region and instead will be a multilayer shape with different temperature gradient30 and the max temperature increasing can only reach 10 ℃ considering not to induce the inertial cavitation effect in the scattering medium. Therefore, a second model was constructed with a four-layer heating tunnel using the temperature-dependent scattering coefficient (Fig. 1b) to simulate the HIFU-induced thermal effect. In this simulation, the number of photon packages and the phantom parameters were the same as in the first model, while a Gaussian beam laser with an FWHM of 1 mm was chosen to simulate the light spot produced by our 633 nm laser generator. The light fluence in the two simulation models were measured at a depth of 5 mm to observe the light energy variance before and after using heating tunnel. The light fluence was determined by summing the light energy within an area of 1 mm2 to simulate the photodiode detection area.
Inertial cavitation detection during heating
After the simulation, an in vitro phantom experiment was firstly designed to verify the acoustic parameters used in this study will not produce inertial cavitation and thus air bubbles within the phantom during heating (see Fig. 2a). The phantom and the 1.5-MHz HIFU transducer were placed in a homemade acrylic water tank at 32 ℃. An agar-based intralipid phantom was fabricated to simulate the optical scattering and temperature-induced changes in tissue in our experiment. Briefly, 0.9 g of agarose powder (UltraPure Agarose, Invitrogen, Carlsbad, CA, USA), 0.6 ml of intralipid solution (20% Lipovenoes, Fresenius Kabi, Graz, Austria) and 60 ml of distilled and degassed water was infused into a homemade mold (length, 55 mm; width, 35 mm; height, 5 mm), with the intralipid phantom being formed when the agar gel congealed. The heating tunnel within the intralipid phantom was created by using this spherically annulus 1.5-MHz HIFU transducer (H-186, Sonic Concepts, Bothell, WA, USA) driven by a waveform generator (AFG3022C, Tektronix, Beaverton, OR, USA) via a radiofrequency power amplifier (150A100B, Amplifier Research, Hazerswoude-Dorp, Netherlands). To verify the acoustic parameters used in this study will not produce inertial cavitation and air bubbles within the phantom during heating, a 7.5-MHz linear array imaging transducer (model t3000, Terason, Burlington, MA, USA) was placed into the central hole of the 1.5-MHz HIFU transducer to detect backscattering signals of the generated air bubbles via ultrasound B-mode imaging during HIFU heating with different acoustic parameters (i.e., 4–9 MPa, 100 Hz pulse repetition rate, 7600 cycles, 50% duty cycle, 60 s). During the experiment, two thermocouples (HYP-1, Omega Engineering, Stamford, CT, USA) were used to record the temperature change at the center of the heating tunnel and in the water tank. The images obtained at different acoustic pressures were processed with MATLAB software (MathWorks, Natick, MA, USA) to evaluate the backscattering signals in the HIFU-sonicated area.
Light fluence increased by HIFU-induced heating
The experimental setup for evaluating the correlation between fluence improvement and temperature raise was shown in Fig. 2b. The phantom and HIFU transducer were placed in a homemade acrylic water tank at 32 °C. The heating tunnel in the intralipid phantom was created by the HIFU transducer. A 5-mW, 633-nm, continuous-wave laser (LHR150, Melles Griot, Rochester, NY, USA) was chosen as a light source. The laser head was placed at the center of the HIFU transducer to ensure the light would be effectively transmitting into HIFU-induced heating tunnel. A photodiode (DET10A, Thorlabs, Newton, NJ, USA) with 1 ns reacting time connected to an oscilloscope (TBS 1052B, Tektronix) was placed outside the water tank. An ultrasound waveform with 100 Hz pulse repetition rate and 7600 cycles (50% duty) was applied for 60 s (inducing a pressure of 7 MPa) to generate the 10 °C temperature increase in the phantom. During the experiment, a thermocouple was inserted at the site of the HIFU sonication area to monitor the temperature change within the phantom. The thermocouple confirmed that a 5-mm-long and 1-mm-wide ellipsoid-shaped heating tunnel was created. The transducer was then turned off for 40 s to allow the phantom to cool down. The light fluence as received by the photodiode was displayed on the oscilloscope as a DC (direct current) signal during the heating process. The intensities of received signals were normalized to that acquired before heating in order to evaluate the fluence improvement produced by the HIFU-induced heating. This experiment was independently repeated on three different intralipid phantoms in order to obtain reliable results. Note that the temperature increase was carefully regulated to avoid the occurrence of lipid coagulation, thus the absorption coefficient (μa) and anisotropy factor (g) were unchanged during the experiment31. In other words, this approach only reduced the scattering coefficient (μs), and then decreased the light scattering in the tissue15.
Photoacoustic experiments
After the in vitro phantom experiment, we chose the photoacoustic system as a common optical device to verify the change in the fluence. The experimental setup is shown in Fig. 2c. A hair—used as an optical absorber—was placed behind the intralipid phantom. This setting is to prevent the photoacoustic signal increasing directly affected by the temperature rise32. During the experiment, the thermocouple was attached to the hair for monitoring the temperature change. Because the temperature wasn’t changed during the heating process, the Gruneisen coefficient of theoptical absorber could be regarded as a constant. The laser beam from a 10-mJ, 532-nm Nd:YAG pulsed laser (SLII-10, Continuum Electro-Optics, Milpitas, CA, USA) with 1 kHz pulse repetition rate passing through the heating tunnel created by the HIFU transducer was used to locate the hair. The photoacoustic signal generated by the hair was received by a 25-MHz ultrasound transducer (V324, Olympus, MA, USA), amplified by a low-noise preamplifier (model AU-1114-BNC, Narda-MITEQ, Hauppauge, NY, USA), and sampled by an oscilloscope (LT354, LeCroy, Chestnut Ridge, NY, USA). The intensities of the received signals were then normalized to that acquired before heating to evaluate the fluence improvement produced by the HIFU-induced heating.
Statistical analysis
All of the described experiments were performed in triplicate. Data are presented as mean ± standard-deviation values. All statistical evaluations were carried out using unpaired two-tailed Student’s t-tests. A p value of less than 0.05 was accepted as representing a statistically significant difference.
Acknowledgements
We thank Hong-Sheng Chen for his help with the experiment and the support of the Ministry of Science and Technology, Taiwan under Grant No. MOST 108-2221-E-007-041-MY3, 108-2221-E-007-040-MY3, 106-2218-E-007-022-MY3, 106-2628-E-007-002-MY3, and 106-2221-E-007-033-MY3; National Tsing Hua University under Grant No. 108Q2717E1; Chang Gung Memorial Hospital (Linkou, Taiwan) under Grant No. 108Q2504E1.
Author contributions
All authors contributed extensively to this work. Conceived and designed the experiments: ZHH, MLL, and CKY. Performed the experiments: ZHH. Analyzed the data: ZHH and CHF. Contributed reagents/materials/analysis tools: ZHH, CHF, YJH, MLL and CKY. Wrote the paper: ZHH, CHF, YJH, MLL and CKY.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher's note
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References
- 1.Yu Q, et al. Label-free visualization of early cancer hepatic micrometastasis and intraoperative image-guided surgery by photoacoustic imaging. J. Nucl. Med. 2019;119:233155. doi: 10.2967/jnumed.119.233155. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Huang W, et al. In vivo quantitative photoacoustic diagnosis of gastric and intestinal dysfunctions with a broad ph-responsive sensor. ACS Nano. 2019;13:9551–9570. doi: 10.1021/acsnano.9b04538. [DOI] [PubMed] [Google Scholar]
- 3.Lv J, et al. In vivo photoacoustic imaging dynamically monitors the structural and functional changes of ischemic stroke at a very early stage. Theranostics. 2020;10:816–828. doi: 10.7150/thno.38554. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Ntziachristos V. Going deeper than microscopy: the optical imaging frontier in biology. Nat. Methods. 2010;7:603–614. doi: 10.1038/nmeth.1483. [DOI] [PubMed] [Google Scholar]
- 5.Landa FJO, Deán-Ben XL, Sroka R, Razansky D. Volumetric optoacoustic temperature mapping in photothermal therapy. Sci. Rep. 2017;7:1–8. doi: 10.1038/s41598-017-09069-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Ahn C, et al. Overcoming the penetration depth limit in optical microscopy: adaptive optics and wavefront shaping. J. Innov. Opt. Health Sci. 2019;12:1–18. doi: 10.1142/S1793545819300027. [DOI] [Google Scholar]
- 7.Sun J, et al. Photoacoustic wavefront shaping with high signal to noise ratio for light focusing through scattering media. Sci. Rep. 2019;9:1–10. doi: 10.1038/s41598-018-37186-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Ruan H, Jang M, Yang C. Optical focusing inside scattering media with time-reversed ultrasound microbubble encoded light. Nat. Commun. 2015;6:1–8. doi: 10.1038/ncomms9968. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Chen Y, et al. Coherent Raman scattering unravelling mechanisms underlying skull optical clearing for through-skull brain imaging. Anal. Chem. 2019;91:9371–9375. doi: 10.1021/acs.analchem.9b02624. [DOI] [PubMed] [Google Scholar]
- 10.Costa EC, Silva DN, Moreira AF, Correia IJ. Optical clearing methods: an overview of the techniques used for the imaging of 3D spheroids. Biotechnol. Bioeng. 2019;116:2742–2763. doi: 10.1002/bit.27105. [DOI] [PubMed] [Google Scholar]
- 11.Feng W, Zhang C, Yu T, Semyachkina-Glushkovskaya O, Zhu D. In vivo monitoring blood-brain barrier permeability using spectral imaging through optical clearing skull window. J. Biophotonics. 2019;12:1–10. doi: 10.1002/jbio.201800330. [DOI] [PubMed] [Google Scholar]
- 12.Izquierdo-Román A, Vogt WC, Hyacinth L, Rylander CG. Mechanical tissue optical clearing technique increases imaging resolution and contrast through Ex vivo porcine skin. Lasers Surg. Med. 2011;43:814–823. doi: 10.1002/lsm.21105. [DOI] [PubMed] [Google Scholar]
- 13.Rylander CG, Milner TE, Baranov SA, Nelson JS. Mechanical tissue optical clearing devices: enhancement of light penetration in ex vivo porcine skin and adipose tissue. Lasers Surg. Med. 2008;40:688–694. doi: 10.1002/lsm.20718. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Chamanzar M, et al. Ultrasonic sculpting of virtual optical waveguides in tissue. Nat. Commun. 2019;10:1–10. doi: 10.1038/s41467-018-07856-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Cletus B, Künnemeyer R, Martinsen P, McGlone VA. Temperature-dependent optical properties of Intralipid measured with frequency-domain photon-migration spectroscopy. J. Biomed. Opt. 2010;15:017003. doi: 10.1117/1.3290820. [DOI] [PubMed] [Google Scholar]
- 16.Raymond, J. L., Cleveland, R. O. &Roy, R. A. HIFU-induced changes in optical scattering and absorption of tissue over nine orders of thermal dose. Phys. Med. Biol.63, (2018). [DOI] [PubMed]
- 17.Laufer J, Simpson R, Kohl M, Essenpreis M, Cope M. Effect of temperature on the optical properties of ex vivo human dermis and subdermis. Phys. Med. Biol. 1998;43:2479–2489. doi: 10.1088/0031-9155/43/9/004. [DOI] [PubMed] [Google Scholar]
- 18.Diederich CJ. Thermal ablation and high-temperature thermal therapy: Overview of technology and clinical implementation. Int. J. Hyperth. 2005;21:745–753. doi: 10.1080/02656730500271692. [DOI] [PubMed] [Google Scholar]
- 19.Fowlkes JB, Crum LA. Cavitation threshold measurements for microsecond length pulses of ultrasound. J. Acoust. Soc. Am. 1988;83:2190–2201. doi: 10.1121/1.396347. [DOI] [PubMed] [Google Scholar]
- 20.Kim H, Chang JH. Increased light penetration due to ultrasound-induced air bubbles in optical scattering media. Sci. Rep. 2017;7:1–8. doi: 10.1038/s41598-016-0028-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Jaque D, et al. Nanoparticles for photothermal therapies. Nanoscale. 2014;6:9494–9530. doi: 10.1039/C4NR00708E. [DOI] [PubMed] [Google Scholar]
- 22.Duck FA. Hazards, risks and safety of diagnostic ultrasound. Med. Eng. Phys. 2008;30:1338–1348. doi: 10.1016/j.medengphy.2008.06.002. [DOI] [PubMed] [Google Scholar]
- 23.Arvanitis CD, et al. Mechanisms of enhanced drug delivery in brain metastases with focused ultrasound-induced blood–tumor barrier disruption. Proc. Natl. Acad. Sci. USA. 2018;115:E8717–E8726. doi: 10.1073/pnas.1807105115. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Cho EE, Drazic J, Ganguly M, Stefanovic B, Hynynen K. Two-photon fluorescence microscopy study of cerebrovascular dynamics in ultrasound-induced blood-brain barrier opening. J. Cereb. Blood Flow Metab. 2011;31:1852–1862. doi: 10.1038/jcbfm.2011.59. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Jang M, et al. Deep tissue space-gated microscopy via acousto-optic interaction. Nat. Commun. 2020;11:1–11. doi: 10.1038/s41467-020-14514-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Tuchin V. Tissue optics and photonics: light-tissue interaction. J. Biomed. Photonics Eng. 2016;2:030201. doi: 10.18287/JBPE16.02.030201. [DOI] [Google Scholar]
- 27.Mantsch HH, Madec C, Lewis RN, McElhaney RN. Thermotropic phase behavior of model membranes composed of phosphatidylcholines containing dl-methyl anteisobranched fatty acids. 2. An Infrared Spectroscopy Study. Biochemistry. 1987;26:4045–4049. doi: 10.1021/bi00387a045. [DOI] [PubMed] [Google Scholar]
- 28.Lewis RNAH, Mannock DA, McElhaney RN, Wong PTT, Mantsch HH. physical properties of glycosyldiacylglycerols: an infrared spectroscopic study of the gel-phase polymorphism of 1, 2-Di-O-acyl-3-O-(β-D-glucopyranosyl)-sn-glycerols. Biochemistry. 1990;29:8933–8943. doi: 10.1021/bi00490a008. [DOI] [PubMed] [Google Scholar]
- 29.Fang Q, Boas DA. Monte Carlo simulation of photon migration in 3D turbid media accelerated by graphics processing units. Opt. Express. 2009;17:20178. doi: 10.1364/OE.17.020178. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Lai CY, et al. Noninvasive thermometry assisted by a dual-function ultrasound transducer for mild hyperthermia. IEEE Trans. Ultrason. Ferroelectr. Freq. Control. 2010;57:2671–2684. doi: 10.1109/TUFFC.2010.1741. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Ritz JP, et al. Continuous changes in the optical properties of liver tissue during laser-induced interstitial thermotherapy. Lasers Surg. Med. 2001;28:307–312. doi: 10.1002/lsm.1054. [DOI] [PubMed] [Google Scholar]
- 32.Wang B, Emelianov S. Thermal intravascular photoacoustic imaging. Biomed. Opt. Express. 2011;2:3072. doi: 10.1364/BOE.2.003072. [DOI] [PMC free article] [PubMed] [Google Scholar]