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Kim WS, Min S, Kim SK, Kang S, An S, Criado-Hidalgo E, Davis H, Bar-Zion A, Malounda D, Kim YH, Lee JH, Bae SH, Lee JG, Kwak M, Cho SW, Shapiro MG, Cheon J. Magneto-acoustic protein nanostructures for non-invasive imaging of tissue mechanics in vivo. Nat Mater 2024; 23:290-300. [PMID: 37845321 PMCID: PMC10837075 DOI: 10.1038/s41563-023-01688-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 09/12/2023] [Indexed: 10/18/2023]
Abstract
Measuring cellular and tissue mechanics inside intact living organisms is essential for interrogating the roles of force in physiological and disease processes. Current agents for studying the mechanobiology of intact, living organisms are limited by poor light penetration and material stability. Magnetomotive ultrasound is an emerging modality for real-time in vivo imaging of tissue mechanics. Nonetheless, it has poor sensitivity and spatiotemporal resolution. Here we describe magneto-gas vesicles (MGVs), protein nanostructures based on gas vesicles and magnetic nanoparticles that produce differential ultrasound signals in response to varying mechanical properties of surrounding tissues. These hybrid nanomaterials significantly improve signal strength and detection sensitivity. Furthermore, MGVs enable non-invasive, long-term and quantitative measurements of mechanical properties within three-dimensional tissues and in vivo fibrosis models. Using MGVs as novel contrast agents, we demonstrate their potential for non-invasive imaging of tissue elasticity, offering insights into mechanobiology and its application to disease diagnosis and treatment.
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Affiliation(s)
- Whee-Soo Kim
- Center for Nanomedicine, Institute for Basic Science (IBS), Seoul, Republic of Korea
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
- Department of Nano Biomedical Engineering (NanoBME), Advanced Science Institute, Yonsei University, Seoul, Republic of Korea
| | - Sungjin Min
- Department of Biotechnology, Yonsei University, Seoul, Republic of Korea
| | - Su Kyeom Kim
- Department of Biotechnology, Yonsei University, Seoul, Republic of Korea
| | - Sunghwi Kang
- Center for Nanomedicine, Institute for Basic Science (IBS), Seoul, Republic of Korea
- Department of Nano Biomedical Engineering (NanoBME), Advanced Science Institute, Yonsei University, Seoul, Republic of Korea
- Department of Chemistry, Yonsei University, Seoul, Republic of Korea
| | - Soohwan An
- Department of Biotechnology, Yonsei University, Seoul, Republic of Korea
| | - Ernesto Criado-Hidalgo
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Hunter Davis
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Avinoam Bar-Zion
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Dina Malounda
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Yu Heun Kim
- Department of Biotechnology, Yonsei University, Seoul, Republic of Korea
| | - Jae-Hyun Lee
- Center for Nanomedicine, Institute for Basic Science (IBS), Seoul, Republic of Korea
- Department of Nano Biomedical Engineering (NanoBME), Advanced Science Institute, Yonsei University, Seoul, Republic of Korea
| | - Soo Han Bae
- Severance Biomedical Science Institute, Yonsei Biomedical Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
- Severance Biomedical Science Institute, Graduate School of Medical Science, Brain Korea 21 Project, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jin Gu Lee
- Department of Thoracic and Cardiovascular Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Minsuk Kwak
- Center for Nanomedicine, Institute for Basic Science (IBS), Seoul, Republic of Korea
- Department of Nano Biomedical Engineering (NanoBME), Advanced Science Institute, Yonsei University, Seoul, Republic of Korea
| | - Seung-Woo Cho
- Center for Nanomedicine, Institute for Basic Science (IBS), Seoul, Republic of Korea.
- Department of Nano Biomedical Engineering (NanoBME), Advanced Science Institute, Yonsei University, Seoul, Republic of Korea.
- Department of Biotechnology, Yonsei University, Seoul, Republic of Korea.
| | - Mikhail G Shapiro
- Center for Nanomedicine, Institute for Basic Science (IBS), Seoul, Republic of Korea.
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA.
- Department of Nano Biomedical Engineering (NanoBME), Advanced Science Institute, Yonsei University, Seoul, Republic of Korea.
- Andrew and Peggy Cherng Department of Medical Engineering, California Institute of Technology, Pasadena, CA, USA.
- Howard Hughes Medical Institute, Pasadena, CA, USA.
| | - Jinwoo Cheon
- Center for Nanomedicine, Institute for Basic Science (IBS), Seoul, Republic of Korea.
- Department of Nano Biomedical Engineering (NanoBME), Advanced Science Institute, Yonsei University, Seoul, Republic of Korea.
- Department of Chemistry, Yonsei University, Seoul, Republic of Korea.
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Yao Y, McFadden ME, Luo SM, Barber RW, Kang E, Bar-Zion A, Smith CAB, Jin Z, Legendre M, Ling B, Malounda D, Torres A, Hamza T, Edwards CER, Shapiro MG, Robb MJ. Remote control of mechanochemical reactions under physiological conditions using biocompatible focused ultrasound. Proc Natl Acad Sci U S A 2023; 120:e2309822120. [PMID: 37725651 PMCID: PMC10523651 DOI: 10.1073/pnas.2309822120] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 08/01/2023] [Indexed: 09/21/2023] Open
Abstract
External control of chemical reactions in biological settings with spatial and temporal precision is a grand challenge for noninvasive diagnostic and therapeutic applications. While light is a conventional stimulus for remote chemical activation, its penetration is severely attenuated in tissues, which limits biological applicability. On the other hand, ultrasound is a biocompatible remote energy source that is highly penetrant and offers a wide range of functional tunability. Coupling ultrasound to the activation of specific chemical reactions under physiological conditions, however, remains a challenge. Here, we describe a synergistic platform that couples the selective mechanochemical activation of mechanophore-functionalized polymers with biocompatible focused ultrasound (FUS) by leveraging pressure-sensitive gas vesicles (GVs) as acousto-mechanical transducers. The power of this approach is illustrated through the mechanically triggered release of covalently bound fluorogenic and therapeutic cargo molecules from polymers containing a masked 2-furylcarbinol mechanophore. Molecular release occurs selectively in the presence of GVs upon exposure to FUS under physiological conditions. These results showcase the viability of this system for enabling remote control of specific mechanochemical reactions with spatiotemporal precision in biologically relevant settings and demonstrate the translational potential of polymer mechanochemistry.
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Affiliation(s)
- Yuxing Yao
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Molly E. McFadden
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Stella M. Luo
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Ross W. Barber
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Elin Kang
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Avinoam Bar-Zion
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Cameron A. B. Smith
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Zhiyang Jin
- Division of Engineering and Applied Science, California Institute of Technology, Pasadena, CA91125
| | - Mark Legendre
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Bill Ling
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Dina Malounda
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Andrea Torres
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Tiba Hamza
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Chelsea E. R. Edwards
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Mikhail G. Shapiro
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
- Division of Engineering and Applied Science, California Institute of Technology, Pasadena, CA91125
- HHMI, Pasadena, CA91125
| | - Maxwell J. Robb
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
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Bar-Zion A, Nourmahnad A, Mittelstein DR, Shivaei S, Yoo S, Buss MT, Hurt RC, Malounda D, Abedi MH, Lee-Gosselin A, Swift MB, Maresca D, Shapiro MG. Acoustically triggered mechanotherapy using genetically encoded gas vesicles. Nat Nanotechnol 2021; 16:1403-1412. [PMID: 34580468 DOI: 10.1038/s41565-021-00971-8] [Citation(s) in RCA: 55] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Accepted: 08/03/2021] [Indexed: 05/07/2023]
Abstract
Recent advances in molecular engineering and synthetic biology provide biomolecular and cell-based therapies with a high degree of molecular specificity, but limited spatiotemporal control. Here we show that biomolecules and cells can be engineered to deliver potent mechanical effects at specific locations inside the body through ultrasound-induced inertial cavitation. This capability is enabled by gas vesicles, a unique class of genetically encodable air-filled protein nanostructures. We show that low-frequency ultrasound can convert these biomolecules into micrometre-scale cavitating bubbles, unleashing strong local mechanical effects. This enables engineered gas vesicles to serve as remotely actuated cell-killing and tissue-disrupting agents, and allows genetically engineered cells to lyse, release molecular payloads and produce local mechanical damage on command. We demonstrate the capabilities of biomolecular inertial cavitation in vitro, in cellulo and in vivo, including in a mouse model of tumour-homing probiotic therapy.
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Affiliation(s)
- Avinoam Bar-Zion
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Atousa Nourmahnad
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - David R Mittelstein
- Division of Engineering and Applied Science, California Institute of Technology, Pasadena, CA, USA
| | - Shirin Shivaei
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Sangjin Yoo
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Marjorie T Buss
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Robert C Hurt
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Dina Malounda
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Mohamad H Abedi
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Audrey Lee-Gosselin
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Margaret B Swift
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - David Maresca
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Mikhail G Shapiro
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA.
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Abstract
The precise targeting of cells in deep tissues is one of the primary goals of nanomedicine. However, targeting a specific cellular population within an entire organism is challenging due to off-target effects and the need for deep tissue delivery. Focused ultrasound can reduce off-targeted effects by spatially restricting the delivery or action of molecular constructs to specific anatomical sites. Ultrasound can also increase the efficiency of nanotherapeutic delivery into deep tissues by enhancing the permeability of tissue boundaries, promoting convection, or depositing energy to actuate cellular activity. In this review we focus on the interface between biomolecular engineering and focused ultrasound and describe the applications of this intersection in neuroscience, oncology, and synthetic biology. Ultrasound can be used to trigger the transport of therapeutic payloads into a range of tissues, including specific regions of the brain, where it can be targeted with millimeter precision through intact skull. Locally delivered molecular constructs can then control specific cells and molecular pathways within the targeted region. When combined with viral vectors and engineered neural receptors, this technique enables noninvasive control of specific circuits and behaviors. The penetrant energy of ultrasound can also be used to more directly actuate micro- and nanotherapeutic constructs, including microbubbles, vaporizable nanodroplets, and polymeric nanocups, which nucleate cavitation upon ultrasound exposure, leading to local mechanical effects. In addition, it was recently discovered that a unique class of acoustic biomolecules-genetically encodable nanoscale protein structures called gas vesicles-can be acoustically "detonated" as sources of inertial cavitation. This enables the targeted disruption of selected cells within the area of insonation by gas vesicles that are engineered to bind cell surface receptors. It also facilitates ultrasound-triggered release of molecular payloads from engineered therapeutic cells heterologously expressing intracellular gas vesicles. Finally, focused ultrasound energy can be used to locally elevate tissue temperature and activate temperature-sensitive proteins and pathways. The elevation of temperature allows noninvasive control of gene expression in vivo in cells engineered to express thermal bioswitches. Overall, the intersection of biomolecular engineering, nanomaterials and focused ultrasound can provide unparalleled specificity in controlling, modulating, and treating physiological processes in deep tissues.
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Affiliation(s)
- Jerzy O. Szablowski
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Avinoam Bar-Zion
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Mikhail G. Shapiro
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
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5
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Bar-Zion A, Solomon O, Tremblay-Darveau C, Adam D, Eldar YC. SUSHI: Sparsity-Based Ultrasound Super-Resolution Hemodynamic Imaging. IEEE Trans Ultrason Ferroelectr Freq Control 2018; 65:2365-2380. [PMID: 30295619 DOI: 10.1109/tuffc.2018.2873380] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Identifying and visualizing vasculature within organs and tumors has major implications in managing cardiovascular diseases and cancer. Contrast-enhanced ultrasound scans detect slow-flowing blood, facilitating noninvasive perfusion measurements. However, their limited spatial resolution prevents the depiction of microvascular structures. Recently, super-localization ultrasonography techniques have surpassed this limit. However, they require long acquisition times of several minutes, preventing the detection of hemodynamic changes. We present a fast super-resolution method that exploits sparsity in the underlying vasculature and statistical independence within the measured signals. Similar to super-localization techniques, this approach improves the spatial resolution by up to an order of magnitude compared to standard scans. Unlike super-localization methods, it requires acquisition times of only tens of milliseconds. We demonstrate a temporal resolution of ~25 Hz, which may enable functional super-resolution imaging deep within the tissue, surpassing the temporal resolution limitations of current super-resolution methods, e.g., in neural imaging. The subsecond acquisitions make our approach robust to motion artifacts, simplifying in vivo use of super-resolution ultrasound.
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Abstract
Visualizing and modulating molecular and cellular processes occurring deep within living organisms is fundamental to our study of basic biology and disease. Currently, the most sophisticated tools available to dynamically monitor and control cellular events rely on light-responsive proteins, which are difficult to use outside of optically transparent model systems, cultured cells, or surgically accessed regions owing to strong scattering of light by biological tissue. In contrast, ultrasound is a widely used medical imaging and therapeutic modality that enables the observation and perturbation of internal anatomy and physiology but has historically had limited ability to monitor and control specific cellular processes. Recent advances are beginning to address this limitation through the development of biomolecular tools that allow ultrasound to connect directly to cellular functions such as gene expression. Driven by the discovery and engineering of new contrast agents, reporter genes, and bioswitches, the nascent field of biomolecular ultrasound carries a wave of exciting opportunities.
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Affiliation(s)
- David Maresca
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, USA;
| | - Anupama Lakshmanan
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, California 91125, USA
| | - Mohamad Abedi
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, California 91125, USA
| | - Avinoam Bar-Zion
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, USA;
| | - Arash Farhadi
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, California 91125, USA
| | - George J Lu
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, USA;
| | - Jerzy O Szablowski
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, USA;
| | - Di Wu
- Division of Engineering and Applied Sciences, California Institute of Technology, Pasadena, California 91125, USA
| | - Sangjin Yoo
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, USA;
| | - Mikhail G Shapiro
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, USA;
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Tremblay-Darveau C, Bar-Zion A, Williams R, Sheeran PS, Milot L, Loupas T, Adam D, Bruce M, Burns PN. Improved Contrast-Enhanced Power Doppler Using a Coherence-Based Estimator. IEEE Trans Med Imaging 2017; 36:1901-1911. [PMID: 28463190 DOI: 10.1109/tmi.2017.2699672] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
While plane-wave imaging can improve the performance of power Doppler by enabling much longer ensembles than systems using focused beams, the long-ensemble averaging of the zero-lag autocorrelation R(0) estimates does not directly decrease the mean noise level, but only decreases its variance. Spatial variation of the noise due to the time-gain compensation and the received beamforming aperture ultimately limits sensitivity. In this paper, we demonstrate that the performance of power Doppler imaging can be improved by leveraging the higher lags of the autocorrelation [e.g., R(1), R(2),…] instead of the signal power (R(0)). As noise is completely uncorrelated from pulse-to-pulse while the flow signal remains correlated significantly longer, weak signals just above the noise floor can be made visible through the reduction of the noise floor. Finally, as coherence decreases proportionally with respect to velocity, we demonstrate how signal coherence can be targeted to separate flows of different velocities. For instance, we show how long-time-range coherence of microbubble contrast-enhanced flow specifically isolates slow capillary perfusion (as opposed to conduit flow).
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Bar-Zion A, Tremblay-Darveau C, Solomon O, Adam D, Eldar YC. Fast Vascular Ultrasound Imaging With Enhanced Spatial Resolution and Background Rejection. IEEE Trans Med Imaging 2017; 36:169-180. [PMID: 27541629 DOI: 10.1109/tmi.2016.2600372] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Ultrasound super-localization microscopy techniques presented in the last few years enable non-invasive imaging of vascular structures at the capillary level by tracking the flow of ultrasound contrast agents (gas microbubbles). However, these techniques are currently limited by low temporal resolution and long acquisition times. Super-resolution optical fluctuation imaging (SOFI) is a fluorescence microscopy technique enabling sub-diffraction limit imaging with high temporal resolution by calculating high order statistics of the fluctuating optical signal. The aim of this work is to achieve fast acoustic imaging with enhanced resolution by applying the tools used in SOFI to contrast-enhance ultrasound (CEUS) plane-wave scans. The proposed method was tested using numerical simulations and evaluated using two in-vivo rabbit models: scans of healthy kidneys and VX-2 tumor xenografts. Improved spatial resolution was observed with a reduction of up to 50% in the full width half max of the point spread function. In addition, substantial reduction in the background level was achieved compared to standard mean amplitude persistence images, revealing small vascular structures within tumors. The scan duration of the proposed method is less than a second while current super-localization techniques require acquisition duration of several minutes. As a result, the proposed technique may be used to obtain scans with enhanced spatial resolution and high temporal resolution, facilitating flow-dynamics monitoring. Our method can also be applied during a breath-hold, reducing the sensitivity to motion artifacts.
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Yin M, Bar-Zion A, Adam D, Foster S. Abstract 4197: Combined contrast enhanced ultrasound and photoacoustic imaging reveals both functional flow patterns and dysfunctional vascular pooling in tumor models. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-4197] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The tumor vasculature and its hypoxic microenvironment are constantly undergoing changes. These alterations are key attributes associated with aggressive cancer phenotypes, raising the need for non-invasive methods to track these changes. Similarly, in many cases, various cancer treatments also affect tumor vasculature, and preferably – should be monitored. Dynamic contrast-enhance ultrasound (DCEUS) and photoacoustic (PA) imaging are two promising candidates. DCEUS has the ability to measure functional tissue perfusion, whereas multispectral PA imaging can be used to evaluate tissue oxygenation related parameters. This study investigates the relationship between blood perfusion, oxygen saturation levels and hemoglobin concentration in two hind-limb tumor models, and evaluates the ability of these two modalities to image vascular structures and functions.
Xenograft tumors were induced in SHO mice using either LS174T human colorectal cancer cells (n = 6), or PC3 human prostate cancer cells (n = 6). Tumors were grown to a depth of 4-6 mm before imaging was performed using a laser integrated high-frequency ultrasound system (Vevo®LAZR, VisualSonics Inc.). Contrast enhanced images were collected after a 50μL bolus injection of MicroMarker ultrasound contrast agents (VisualSonics Inc.) using non-linear contrast imaging. Perfusion parameters were quantified after applying wavelet denoising to the DCEUS clips. PA images were acquired using a 21MHz linear array transducer with fiber optical bundles integrated to each side, used to deliver light from a 680-970 nm tunable laser. Oxygen saturation levels and hemoglobin concentration were estimated from the PA measurements using spectral un-mixing. Tumor vascularity and hypoxia were confirmed with immunohistochemistry staining for CD31 and CA9.
Reasonable correlations were found between corresponding pixels in the DCEUS perfusion maps and oxygen saturation maps (R = 0.63 and R = 0.5 for LS174T and PC3 respectively). In contrast, the correlation between blood perfusion and hemoglobin concentration was nil for LS174T tumors (R = -0.1), and low for PC3 tumors (R = 0.34). This discrepancy was explained by the presence of blood pools in LS174T tumors, observed in tumor histology. The presence of hemoglobin inside regions of hemorrhage together with the limited capability to separate hypoxic and necrotic regions, impeded the ability of PA imaging to detect blood vessels inside tumors. Compared to PA imaging, DECUS provides better detection of functional vasculature and enables the visualization of single blood vessels around the tumor core, without including blood pools.
This study demonstrates that a multi-modality imaging scheme combining DCEUS and PA imaging can provide both distinctive and complementary information on tumor microenvironment in experimental animal studies.
Citation Format: Melissa Yin, Avinoam Bar-Zion, Dan Adam, Stuart Foster. Combined contrast enhanced ultrasound and photoacoustic imaging reveals both functional flow patterns and dysfunctional vascular pooling in tumor models. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 4197.
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Affiliation(s)
- Melissa Yin
- 1Sunnybrook Research Institute, Toronto, Ontario, Canada
| | | | - Dan Adam
- 2Technion - Israel Institute of Technology, Haifa, Israel
| | - Stuart Foster
- 1Sunnybrook Research Institute, Toronto, Ontario, Canada
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Bar-Zion A, Yin M, Adam D, Foster FS. Functional Flow Patterns and Static Blood Pooling in Tumors Revealed by Combined Contrast-Enhanced Ultrasound and Photoacoustic Imaging. Cancer Res 2016; 76:4320-31. [PMID: 27325651 DOI: 10.1158/0008-5472.can-16-0376] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Accepted: 05/26/2016] [Indexed: 11/16/2022]
Abstract
Alterations in tumor perfusion and microenvironment have been shown to be associated with aggressive cancer phenotypes, raising the need for noninvasive methods of tracking these changes. Dynamic contrast-enhanced ultrasound (DCEUS) and photoacoustic (PA) imaging serve as promising candidates-one has the ability to measure tissue perfusion, whereas the other can be used to monitor tissue oxygenation and hemoglobin concentration. In this study, we investigated the relationship between the different functional parameters measured with DCEUS and PA imaging, using two morphologically different hind-limb tumor models and drug-induced alterations in an orthotopic breast tumor model. Imaging results showed some correlation between perfusion and oxygen saturation maps and the ability to sensitively monitor antivascular treatment. In addition, DCEUS measurements revealed different vascular densities in the core of specific tumors compared with their rims. Noncorrelated perfusion and hemoglobin concentration measurements facilitated discrimination between blood lakes and necrotic areas. Taken together, our results illustrate the utility of a combined contrast-enhanced ultrasound method with photoacoustic imaging to visualize blood flow patterns in tumors. Cancer Res; 76(15); 4320-31. ©2016 AACR.
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Affiliation(s)
- Avinoam Bar-Zion
- Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel.
| | - Melissa Yin
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, Canada
| | - Dan Adam
- Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel
| | - F Stuart Foster
- Physical Sciences Platform, Sunnybrook Research Institute, Toronto, Canada. Department of Medical Biophysics, University of Toronto, Toronto, Canada.
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Kuczynski EA, Yin M, Bar-Zion A, Lee CR, Butz H, Man S, Daley F, Vermeulen PB, Yousef GM, Foster FS, Reynolds AR, Kerbel RS. Co-option of Liver Vessels and Not Sprouting Angiogenesis Drives Acquired Sorafenib Resistance in Hepatocellular Carcinoma. J Natl Cancer Inst 2016; 108:djw030. [PMID: 27059374 PMCID: PMC5017954 DOI: 10.1093/jnci/djw030] [Citation(s) in RCA: 119] [Impact Index Per Article: 14.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2015] [Accepted: 02/08/2016] [Indexed: 12/25/2022] Open
Abstract
Background: The anti-angiogenic Sorafenib is the only approved systemic therapy for advanced hepatocellular carcinoma (HCC). However, acquired resistance limits its efficacy. An emerging theory to explain intrinsic resistance to other anti-angiogenic drugs is ‘vessel co-option,’ ie, the ability of tumors to hijack the existing vasculature in organs such as the lungs or liver, thus limiting the need for sprouting angiogenesis. Vessel co-option has not been evaluated as a potential mechanism for acquired resistance to anti-angiogenic agents. Methods: To study sorafenib resistance mechanisms, we used an orthotopic human HCC model (n = 4-11 per group), where tumor cells are tagged with a secreted protein biomarker to monitor disease burden and response to therapy. Histopathology, vessel perfusion assessed by contrast-enhanced ultrasound, and miRNA sequencing and quantitative real-time polymerase chain reaction were used to monitor changes in tumor biology. Results: While sorafenib initially inhibited angiogenesis and stabilized tumor growth, no angiogenic ‘rebound’ effect was observed during development of resistance unless therapy was stopped. Instead, resistant tumors became more locally infiltrative, which facilitated extensive incorporation of liver parenchyma and the co-option of liver-associated vessels. Up to 75% (±10.9%) of total vessels were provided by vessel co-option in resistant tumors relative to 23.3% (±10.3%) in untreated controls. miRNA sequencing implicated pro-invasive signaling and epithelial-to-mesenchymal-like transition during resistance development while functional imaging further supported a shift from angiogenesis to vessel co-option. Conclusions: This is the first documentation of vessel co-option as a mechanism of acquired resistance to anti-angiogenic therapy and could have important implications including the potential therapeutic benefits of targeting vessel co-option in conjunction with vascular endothelial growth factor receptor signaling.
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Affiliation(s)
- Elizabeth A Kuczynski
- Affiliations of authors: Department of Medical Biophysics, University of Toronto, Toronto, Canada (EAK, FSF, RSK); Physical Sciences Platform (MY, FSF) and Biological Sciences Platform (CRL, SM, RSK), Sunnybrook Research Institute, Toronto, Canada; Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel (ABZ); Keenan Research Centre, St. Michael's Hospital, Toronto, Canada (HB, GMY); The Breast Cancer Now Toby Robins Research Centre, Mary-Jean Mitchell Green Building, The Institute of Cancer Research, London, UK (FD, PBV, ARR); Translational Cancer Research Unit, GZA Hospitals St. Augustinus, Antwerp, Belgium (PBV)
| | - Melissa Yin
- Affiliations of authors: Department of Medical Biophysics, University of Toronto, Toronto, Canada (EAK, FSF, RSK); Physical Sciences Platform (MY, FSF) and Biological Sciences Platform (CRL, SM, RSK), Sunnybrook Research Institute, Toronto, Canada; Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel (ABZ); Keenan Research Centre, St. Michael's Hospital, Toronto, Canada (HB, GMY); The Breast Cancer Now Toby Robins Research Centre, Mary-Jean Mitchell Green Building, The Institute of Cancer Research, London, UK (FD, PBV, ARR); Translational Cancer Research Unit, GZA Hospitals St. Augustinus, Antwerp, Belgium (PBV)
| | - Avinoam Bar-Zion
- Affiliations of authors: Department of Medical Biophysics, University of Toronto, Toronto, Canada (EAK, FSF, RSK); Physical Sciences Platform (MY, FSF) and Biological Sciences Platform (CRL, SM, RSK), Sunnybrook Research Institute, Toronto, Canada; Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel (ABZ); Keenan Research Centre, St. Michael's Hospital, Toronto, Canada (HB, GMY); The Breast Cancer Now Toby Robins Research Centre, Mary-Jean Mitchell Green Building, The Institute of Cancer Research, London, UK (FD, PBV, ARR); Translational Cancer Research Unit, GZA Hospitals St. Augustinus, Antwerp, Belgium (PBV)
| | - Christina R Lee
- Affiliations of authors: Department of Medical Biophysics, University of Toronto, Toronto, Canada (EAK, FSF, RSK); Physical Sciences Platform (MY, FSF) and Biological Sciences Platform (CRL, SM, RSK), Sunnybrook Research Institute, Toronto, Canada; Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel (ABZ); Keenan Research Centre, St. Michael's Hospital, Toronto, Canada (HB, GMY); The Breast Cancer Now Toby Robins Research Centre, Mary-Jean Mitchell Green Building, The Institute of Cancer Research, London, UK (FD, PBV, ARR); Translational Cancer Research Unit, GZA Hospitals St. Augustinus, Antwerp, Belgium (PBV)
| | - Henriett Butz
- Affiliations of authors: Department of Medical Biophysics, University of Toronto, Toronto, Canada (EAK, FSF, RSK); Physical Sciences Platform (MY, FSF) and Biological Sciences Platform (CRL, SM, RSK), Sunnybrook Research Institute, Toronto, Canada; Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel (ABZ); Keenan Research Centre, St. Michael's Hospital, Toronto, Canada (HB, GMY); The Breast Cancer Now Toby Robins Research Centre, Mary-Jean Mitchell Green Building, The Institute of Cancer Research, London, UK (FD, PBV, ARR); Translational Cancer Research Unit, GZA Hospitals St. Augustinus, Antwerp, Belgium (PBV)
| | - Shan Man
- Affiliations of authors: Department of Medical Biophysics, University of Toronto, Toronto, Canada (EAK, FSF, RSK); Physical Sciences Platform (MY, FSF) and Biological Sciences Platform (CRL, SM, RSK), Sunnybrook Research Institute, Toronto, Canada; Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel (ABZ); Keenan Research Centre, St. Michael's Hospital, Toronto, Canada (HB, GMY); The Breast Cancer Now Toby Robins Research Centre, Mary-Jean Mitchell Green Building, The Institute of Cancer Research, London, UK (FD, PBV, ARR); Translational Cancer Research Unit, GZA Hospitals St. Augustinus, Antwerp, Belgium (PBV)
| | - Frances Daley
- Affiliations of authors: Department of Medical Biophysics, University of Toronto, Toronto, Canada (EAK, FSF, RSK); Physical Sciences Platform (MY, FSF) and Biological Sciences Platform (CRL, SM, RSK), Sunnybrook Research Institute, Toronto, Canada; Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel (ABZ); Keenan Research Centre, St. Michael's Hospital, Toronto, Canada (HB, GMY); The Breast Cancer Now Toby Robins Research Centre, Mary-Jean Mitchell Green Building, The Institute of Cancer Research, London, UK (FD, PBV, ARR); Translational Cancer Research Unit, GZA Hospitals St. Augustinus, Antwerp, Belgium (PBV)
| | - Peter B Vermeulen
- Affiliations of authors: Department of Medical Biophysics, University of Toronto, Toronto, Canada (EAK, FSF, RSK); Physical Sciences Platform (MY, FSF) and Biological Sciences Platform (CRL, SM, RSK), Sunnybrook Research Institute, Toronto, Canada; Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel (ABZ); Keenan Research Centre, St. Michael's Hospital, Toronto, Canada (HB, GMY); The Breast Cancer Now Toby Robins Research Centre, Mary-Jean Mitchell Green Building, The Institute of Cancer Research, London, UK (FD, PBV, ARR); Translational Cancer Research Unit, GZA Hospitals St. Augustinus, Antwerp, Belgium (PBV)
| | - George M Yousef
- Affiliations of authors: Department of Medical Biophysics, University of Toronto, Toronto, Canada (EAK, FSF, RSK); Physical Sciences Platform (MY, FSF) and Biological Sciences Platform (CRL, SM, RSK), Sunnybrook Research Institute, Toronto, Canada; Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel (ABZ); Keenan Research Centre, St. Michael's Hospital, Toronto, Canada (HB, GMY); The Breast Cancer Now Toby Robins Research Centre, Mary-Jean Mitchell Green Building, The Institute of Cancer Research, London, UK (FD, PBV, ARR); Translational Cancer Research Unit, GZA Hospitals St. Augustinus, Antwerp, Belgium (PBV)
| | - F Stuart Foster
- Affiliations of authors: Department of Medical Biophysics, University of Toronto, Toronto, Canada (EAK, FSF, RSK); Physical Sciences Platform (MY, FSF) and Biological Sciences Platform (CRL, SM, RSK), Sunnybrook Research Institute, Toronto, Canada; Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel (ABZ); Keenan Research Centre, St. Michael's Hospital, Toronto, Canada (HB, GMY); The Breast Cancer Now Toby Robins Research Centre, Mary-Jean Mitchell Green Building, The Institute of Cancer Research, London, UK (FD, PBV, ARR); Translational Cancer Research Unit, GZA Hospitals St. Augustinus, Antwerp, Belgium (PBV)
| | - Andrew R Reynolds
- Affiliations of authors: Department of Medical Biophysics, University of Toronto, Toronto, Canada (EAK, FSF, RSK); Physical Sciences Platform (MY, FSF) and Biological Sciences Platform (CRL, SM, RSK), Sunnybrook Research Institute, Toronto, Canada; Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel (ABZ); Keenan Research Centre, St. Michael's Hospital, Toronto, Canada (HB, GMY); The Breast Cancer Now Toby Robins Research Centre, Mary-Jean Mitchell Green Building, The Institute of Cancer Research, London, UK (FD, PBV, ARR); Translational Cancer Research Unit, GZA Hospitals St. Augustinus, Antwerp, Belgium (PBV)
| | - Robert S Kerbel
- Affiliations of authors: Department of Medical Biophysics, University of Toronto, Toronto, Canada (EAK, FSF, RSK); Physical Sciences Platform (MY, FSF) and Biological Sciences Platform (CRL, SM, RSK), Sunnybrook Research Institute, Toronto, Canada; Department of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel (ABZ); Keenan Research Centre, St. Michael's Hospital, Toronto, Canada (HB, GMY); The Breast Cancer Now Toby Robins Research Centre, Mary-Jean Mitchell Green Building, The Institute of Cancer Research, London, UK (FD, PBV, ARR); Translational Cancer Research Unit, GZA Hospitals St. Augustinus, Antwerp, Belgium (PBV)
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Zaffryar-Eilot S, Marshall D, Voloshin T, Bar-Zion A, Spangler R, Kessler O, Ghermazien H, Brekhman V, Suss-Toby E, Adam D, Shaked Y, Smith V, Neufeld G. Lysyl oxidase-like-2 promotes tumour angiogenesis and is a potential therapeutic target in angiogenic tumours. Carcinogenesis 2013; 34:2370-9. [PMID: 23828904 DOI: 10.1093/carcin/bgt241] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Lysyl oxidase-like 2 (LOXL2), a secreted enzyme that catalyzes the cross-linking of collagen, plays an essential role in developmental angiogenesis. We found that administration of the LOXL2-neutralizing antibody AB0023 inhibited bFGF-induced angiogenesis in Matrigel plug assays and suppressed recruitment of angiogenesis promoting bone marrow cells. Small hairpin RNA-mediated inhibition of LOXL2 expression or inhibition of LOXL2 using AB0023 reduced the migration and network-forming ability of endothelial cells, suggesting that the inhibition of angiogenesis results from a direct effect on endothelial cells. To examine the effects of AB0023 on tumour angiogenesis, AB0023 was administered to mice bearing tumours derived from SKOV-3 ovarian carcinoma or Lewis lung carcinoma (LLC) cells. AB0023 treatment significantly reduced the microvascular density in these tumours but did not inhibit tumour growth. However, treatment of mice bearing SKOV-3-derived tumours with AB0023 also promoted increased coverage of tumour vessels with pericytes and reduced tumour hypoxia, providing evidence that anti-LOXL2 therapy results in the normalization of tumour blood vessels. In agreement with these data, treatment of mice bearing LLC-derived tumours with AB0023 improved the perfusion of the tumour-associated vessels as determined by ultrasonography. Improved perfusion and normalization of tumour vessels after treatment with anti-angiogenic agents were previously found to improve the delivery of chemotherapeutic agents into tumours and to result in an enhancement of chemotherapeutic efficiency. Indeed, treatment with AB0023 significantly enhanced the anti-tumourigenic effects of taxol. Our results suggest that inhibition of LOXL2 may prove beneficial for the treatment of angiogenic tumours.
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Affiliation(s)
- Shelly Zaffryar-Eilot
- Cancer and Vascular Biology Research Center, Technion-Israel Institute of Technology, Haifa 31096, Israel
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