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Zhang X, Heo GS, Li A, Lahad D, Detering L, Tao J, Gao X, Zhang X, Luehmann H, Sultan D, Lou L, Venkatesan R, Li R, Zheng J, Amrute J, Lin CY, Kopecky BJ, Gropler RJ, Bredemeyer A, Lavine K, Liu Y. Development of a CD163-Targeted PET Radiotracer That Images Resident Macrophages in Atherosclerosis. J Nucl Med 2024; 65:775-780. [PMID: 38548349 PMCID: PMC11064833 DOI: 10.2967/jnumed.123.266910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 02/26/2024] [Indexed: 05/03/2024] Open
Abstract
Tissue-resident macrophages are complementary to proinflammatory macrophages to promote the progression of atherosclerosis. The noninvasive detection of their presence and dynamic variation will be important to the understanding of their role in the pathogenesis of atherosclerosis. The goal of this study was to develop a targeted PET radiotracer for imaging CD163-positive (CD163+) macrophages in multiple mouse atherosclerosis models and assess the potential of CD163 as a biomarker for atherosclerosis in humans. Methods: CD163-binding peptide was identified using phage display and conjugated with a NODAGA chelator for 64Cu radiolabeling ([64Cu]Cu-ICT-01). CD163-overexpressing U87 cells were used to measure the binding affinity of [64Cu]Cu-ICT-01. Biodistribution studies were performed on wild-type C57BL/6 mice at multiple time points after tail vein injection. The sensitivity and specificity of [64Cu]Cu-ICT-01 in imaging CD163+ macrophages upregulated on the surface of atherosclerotic plaques were assessed in multiple mouse atherosclerosis models. Immunostaining, flow cytometry, and single-cell RNA sequencing were performed to characterize the expression of CD163 on tissue-resident macrophages. Human carotid atherosclerotic plaques were used to measure the expression of CD163+ resident macrophages and test the binding specificity of [64Cu]Cu-ICT-01. Results: [64Cu]Cu-ICT-01 showed high binding affinity to U87 cells. The biodistribution study showed rapid blood and renal clearance with low retention in all major organs at 1, 2, and 4 h after injection. In an ApoE-/- mouse model, [64Cu]Cu-ICT-01 demonstrated sensitive and specific detection of CD163+ macrophages and capability for tracking the progression of atherosclerotic lesions; these findings were further confirmed in Ldlr-/- and PCSK9 mouse models. Immunostaining showed elevated expression of CD163+ macrophages across the plaques. Flow cytometry and single-cell RNA sequencing confirmed the specific expression of CD163 on tissue-resident macrophages. Human tissue characterization demonstrated high expression of CD163+ macrophages on atherosclerotic lesions, and ex vivo autoradiography revealed specific binding of [64Cu]Cu-ICT-01 to human CD163. Conclusion: This work reported the development of a PET radiotracer binding CD163+ macrophages. The elevated expression of CD163+ resident macrophages on human plaques indicated the potential of CD163 as a biomarker for vulnerable plaques. The sensitivity and specificity of [64Cu]Cu-ICT-01 in imaging CD163+ macrophages warrant further investigation in translational settings.
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Affiliation(s)
- Xiuli Zhang
- Mallinckrodt Institute of Radiology, University of Missouri, Columbia, Missouri
| | - Gyu Seong Heo
- Mallinckrodt Institute of Radiology, University of Missouri, Columbia, Missouri
| | - Alexandria Li
- Mallinckrodt Institute of Radiology, University of Missouri, Columbia, Missouri
| | - Divangana Lahad
- Mallinckrodt Institute of Radiology, University of Missouri, Columbia, Missouri
| | - Lisa Detering
- Mallinckrodt Institute of Radiology, University of Missouri, Columbia, Missouri
| | - Joan Tao
- Department of Medicine, University of Missouri, Columbia, Missouri
| | - Xuefeng Gao
- Mallinckrodt Institute of Radiology, University of Missouri, Columbia, Missouri
| | - Xiaohui Zhang
- Mallinckrodt Institute of Radiology, University of Missouri, Columbia, Missouri
| | - Hannah Luehmann
- Mallinckrodt Institute of Radiology, University of Missouri, Columbia, Missouri
| | - Deborah Sultan
- Mallinckrodt Institute of Radiology, University of Missouri, Columbia, Missouri
| | - Lanlan Lou
- Mallinckrodt Institute of Radiology, University of Missouri, Columbia, Missouri
| | - Rajiu Venkatesan
- Mallinckrodt Institute of Radiology, University of Missouri, Columbia, Missouri
| | - Ran Li
- Mallinckrodt Institute of Radiology, University of Missouri, Columbia, Missouri
| | - Jie Zheng
- Mallinckrodt Institute of Radiology, University of Missouri, Columbia, Missouri
| | - Junedh Amrute
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri; and
| | - Chieh-Yu Lin
- Department of Pathology and Immunology, Washington University in St. Louis, St. Louis, Missouri
| | - Benjamin J Kopecky
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri; and
| | - Robert J Gropler
- Mallinckrodt Institute of Radiology, University of Missouri, Columbia, Missouri
| | - Andrea Bredemeyer
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri; and
| | - Kory Lavine
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri; and
| | - Yongjian Liu
- Mallinckrodt Institute of Radiology, University of Missouri, Columbia, Missouri;
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Guo B, Li Z, Tu P, Tang H, Tu Y. Molecular Imaging and Non-molecular Imaging of Atherosclerotic Plaque Thrombosis. Front Cardiovasc Med 2021; 8:692915. [PMID: 34291095 PMCID: PMC8286992 DOI: 10.3389/fcvm.2021.692915] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 06/08/2021] [Indexed: 12/11/2022] Open
Abstract
Thrombosis in the context of atherosclerosis typically results in life-threatening consequences, including acute coronary events and ischemic stroke. As such, early detection and treatment of thrombosis in atherosclerosis patients is essential. Clinical diagnosis of thrombosis in these patients is typically based upon a combination of imaging approaches. However, conventional imaging modalities primarily focus on assessing the anatomical structure and physiological function, severely constraining their ability to detect early thrombus formation or the processes underlying such pathology. Recently, however, novel molecular and non-molecular imaging strategies have been developed to assess thrombus composition and activity at the molecular and cellular levels more accurately. These approaches have been successfully used to markedly reduce rates of atherothrombotic events in patients suffering from acute coronary syndrome (ACS) by facilitating simultaneous diagnosis and personalized treatment of thrombosis. Moreover, these modalities allow monitoring of plaque condition for preventing plaque rupture and associated adverse cardiovascular events in such patients. Sustained developments in molecular and non-molecular imaging technologies have enabled the increasingly specific and sensitive diagnosis of atherothrombosis in animal studies and clinical settings, making these technologies invaluable to patients' health in the future. In the present review, we discuss current progress regarding the non-molecular and molecular imaging of thrombosis in different animal studies and atherosclerotic patients.
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Affiliation(s)
- Bingchen Guo
- Department of Cardiology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Zhaoyue Li
- Department of Cardiology, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Peiyang Tu
- College of Clinical Medicine, Hubei University of Science and Technology, Xianning, China
| | - Hao Tang
- Department of Cardiology, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yingfeng Tu
- Department of Cardiology, The First Affiliated Hospital of Harbin Medical University, Harbin, China
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Kandasamy G, Maity D. Multifunctional theranostic nanoparticles for biomedical cancer treatments - A comprehensive review. MATERIALS SCIENCE & ENGINEERING. C, MATERIALS FOR BIOLOGICAL APPLICATIONS 2021; 127:112199. [PMID: 34225852 DOI: 10.1016/j.msec.2021.112199] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 05/12/2021] [Accepted: 05/18/2021] [Indexed: 12/16/2022]
Abstract
Modern-day search for the novel agents (their preparation and consequent implementation) to effectively treat the cancer is mainly fuelled by the historical failure of the conventional treatment modalities. Apart from that, the complexities such as higher rate of cell mutations, variable tumor microenvironment, patient-specific disparities, and the evolving nature of cancers have made this search much stronger in the latest times. As a result of this, in about two decades, the theranostic nanoparticles (TNPs) - i.e., nanoparticles that integrate therapeutic and diagnostic characteristics - have been developed. The examples for TNPs include mesoporous silica nanoparticles, luminescence nanoparticles, carbon-based nanomaterials, metal nanoparticles, and magnetic nanoparticles. These TNPs have emerged as single and powerful cancer-treating multifunctional nanoplatforms, as they widely provide the necessary functionalities to overcome the previous/conventional limitations including lack of the site-specific delivery of anti-cancer drugs, and real-time continuous monitoring of the target cancer sites while performing therapeutic actions. This has been mainly possible due to the association of the as-developed TNPs with the already-available unique diagnostic (e.g., luminescence, photoacoustic, and magnetic resonance imaging) and therapeutic (e.g., photothermal, photodynamic, hyperthermia therapy) modalities in the biomedical field. In this review, we have discussed in detail about the recent developments on the aforementioned important TNPs without/with targeting ability (i.e., attaching them with ligands or tumor-specific antibodies) and also the strategies that are implemented to increase their tumor accumulation and to enhance their theranostic efficacies for effective biomedical cancer treatments.
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Affiliation(s)
- Ganeshlenin Kandasamy
- Department of Biomedical Engineering, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Chennai, India
| | - Dipak Maity
- Department of Chemical Engineering, University of Petroleum and Energy Studies, Dehradun, India.
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4
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Liu Y, Woodard PK. Chemokine receptors: Key for molecular imaging of inflammation in atherosclerosis. J Nucl Cardiol 2019; 26:1179-1181. [PMID: 29516368 PMCID: PMC6128785 DOI: 10.1007/s12350-018-1248-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2018] [Accepted: 02/21/2018] [Indexed: 12/16/2022]
Affiliation(s)
- Yongjian Liu
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Pamela K Woodard
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, 63110, USA.
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5
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Liu Y, Luehmann HP, Detering L, Pressly ED, McGrath AJ, Sultan D, Nguyen A, Grathwohl S, Shokeen M, Zayed M, Gropler RJ, Abendschein D, Hawker CJ, Woodard PK. Assessment of Targeted Nanoparticle Assemblies for Atherosclerosis Imaging with Positron Emission Tomography and Potential for Clinical Translation. ACS APPLIED MATERIALS & INTERFACES 2019; 11:15316-15321. [PMID: 30969098 PMCID: PMC6918720 DOI: 10.1021/acsami.9b02750] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Nanoparticles have been assessed in preclinical models of atherosclerosis for detection of plaque complexity and treatment. However, their successful clinical translation has been hampered by less than satisfactory plaque detection and lack of a general strategy for assessing the translational potential of nanoparticles. Herein, nanoparticles based on comb-co-polymer assemblies were synthesized through a modular construction approach with precise control over the conjugation of multiple functional building blocks for in vivo evaluation. This high level of design control also allows physicochemical properties to be varied in a controllable fashion. Through conjugation of c-atrial natriuretic factor (CANF) peptide and radiolabeling with 64Cu, the 64Cu-CANF-comb nanoparticle was assessed for plaque imaging by targeting natriuretic peptide clearance receptor (NPRC) in a double-injury atherosclerosis model in rabbits. The prolonged blood circulation and enhanced binding capacity of 64Cu-CANF-comb nanoparticles provided sensitive and specific imaging of NPRC overexpressed in atherosclerotic lesions by positron emission tomography at intervals during the progression of the disease. Ex vivo tissue validation using autoradiography and immunostaining on human carotid endarterectomy specimens demonstrated specific binding of 64Cu-CANF-comb to human NPRC receptors. Taken together, this study not only shows the potential of NPRC-targeted 64Cu-CANF-comb nanoparticles for increased sensitivity to an epitope that increases during atherosclerosis plaque development but also provides a useful strategy for the general design and assessment of the translational potential of nanoparticles in cardiovascular imaging.
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Affiliation(s)
- Yongjian Liu
- Mallinckrodt Institute of Radiology, Washington University, St. Louis, Missouri 63110, United States
| | - Hannah P. Luehmann
- Mallinckrodt Institute of Radiology, Washington University, St. Louis, Missouri 63110, United States
| | - Lisa Detering
- Mallinckrodt Institute of Radiology, Washington University, St. Louis, Missouri 63110, United States
| | - Eric D. Pressly
- Materials Department, University of California, Santa Barbara, California 93106, United States
| | - Alaina J. McGrath
- Materials Department, University of California, Santa Barbara, California 93106, United States
| | - Deborah Sultan
- Mallinckrodt Institute of Radiology, Washington University, St. Louis, Missouri 63110, United States
| | - Annie Nguyen
- Department of Medicine, Washington University, St. Louis, Missouri 63110, United States
| | - Susannah Grathwohl
- Department of Medicine, Washington University, St. Louis, Missouri 63110, United States
| | - Monica Shokeen
- Mallinckrodt Institute of Radiology, Washington University, St. Louis, Missouri 63110, United States
| | - Mohamed Zayed
- Department of Surgery, Washington University, St. Louis, Missouri 63110, United States
| | - Robert J. Gropler
- Mallinckrodt Institute of Radiology, Washington University, St. Louis, Missouri 63110, United States
| | - Dana Abendschein
- Department of Medicine, Washington University, St. Louis, Missouri 63110, United States
| | - Craig J. Hawker
- Materials Department, University of California, Santa Barbara, California 93106, United States
| | - Pamela K. Woodard
- Mallinckrodt Institute of Radiology, Washington University, St. Louis, Missouri 63110, United States
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6
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Translational Nanodiagnostics for In Vivo Cancer Detection. Bioanalysis 2019. [DOI: 10.1007/978-3-030-01775-0_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
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7
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Ehlerding EB, Grodzinski P, Cai W, Liu CH. Big Potential from Small Agents: Nanoparticles for Imaging-Based Companion Diagnostics. ACS NANO 2018; 12:2106-2121. [PMID: 29462554 PMCID: PMC5878691 DOI: 10.1021/acsnano.7b07252] [Citation(s) in RCA: 108] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
The importance of medical imaging in the diagnosis and monitoring of cancer cannot be overstated. As personalized cancer treatments are gaining popularity, a need for more advanced imaging techniques has grown significantly. Nanoparticles are uniquely suited to fill this void, not only as imaging contrast agents but also as companion diagnostics. This review provides an overview of many ways nanoparticle imaging agents have contributed to cancer imaging, both preclinically and in the clinic, as well as charting future directions in companion diagnostics. We conclude that, while nanoparticle-based imaging agents are not without considerable scientific and developmental challenges, they enable enhanced imaging in nearly every modality, hold potential as in vivo companion diagnostics, and offer precise cancer treatment and maximize intervention efficacy.
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Affiliation(s)
- Emily B. Ehlerding
- Office of Cancer Nanotechnology Research, National Cancer Institute, National Institutes of Health, Rockville, Maryland 20850, United States
- Department of Medical Physics, University of Wisconsin—Madison, Madison, Wisconsin 53706, United States
| | - Piotr Grodzinski
- Office of Cancer Nanotechnology Research, National Cancer Institute, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Weibo Cai
- Department of Medical Physics, University of Wisconsin—Madison, Madison, Wisconsin 53706, United States
- Department of Radiology, University of Wisconsin—Madison, Madison, Wisconsin 53706, United States
- Carbone Cancer Center, University of Wisconsin—Madison, Madison, Wisconsin 53706, United States
| | - Christina H. Liu
- Office of Cancer Nanotechnology Research, National Cancer Institute, National Institutes of Health, Rockville, Maryland 20850, United States
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Woodside DG, Tanifum EA, Ghaghada KB, Biediger RJ, Caivano AR, Starosolski ZA, Khounlo S, Bhayana S, Abbasi S, Craft JW, Maxwell DS, Patel C, Stupin IV, Bakthavatsalam D, Market RV, Willerson JT, Dixon RAF, Vanderslice P, Annapragada AV. Magnetic Resonance Imaging of Atherosclerotic Plaque at Clinically Relevant Field Strengths (1T) by Targeting the Integrin α4β1. Sci Rep 2018; 8:3733. [PMID: 29487319 PMCID: PMC5829217 DOI: 10.1038/s41598-018-21893-x] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Accepted: 02/12/2018] [Indexed: 02/07/2023] Open
Abstract
Inflammation drives the degradation of atherosclerotic plaque, yet there are no non-invasive techniques available for imaging overall inflammation in atherosclerotic plaques, especially in the coronary arteries. To address this, we have developed a clinically relevant system to image overall inflammatory cell burden in plaque. Here, we describe a targeted contrast agent (THI0567-targeted liposomal-Gd) that is suitable for magnetic resonance (MR) imaging and binds with high affinity and selectivity to the integrin α4β1(very late antigen-4, VLA-4), a key integrin involved in recruiting inflammatory cells to atherosclerotic plaques. This liposomal contrast agent has a high T1 relaxivity (~2 × 105 mM-1s-1 on a particle basis) resulting in the ability to image liposomes at a clinically relevant MR field strength. We were able to visualize atherosclerotic plaques in various regions of the aorta in atherosclerosis-prone ApoE-/- mice on a 1 Tesla small animal MRI scanner. These enhanced signals corresponded to the accumulation of monocyte/macrophages in the subendothelial layer of atherosclerotic plaques in vivo, whereas non-targeted liposomal nanoparticles did not demonstrate comparable signal enhancement. An inflammatory cell-targeted method that has the specificity and sensitivity to measure the inflammatory burden of a plaque could be used to noninvasively identify patients at risk of an acute ischemic event.
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Affiliation(s)
- Darren G Woodside
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA.
| | - Eric A Tanifum
- Department of Pediatric Radiology, Texas Children's Hospital, 6621 Fannin Street, Houston, Texas, 77030, USA
| | - Ketan B Ghaghada
- Department of Pediatric Radiology, Texas Children's Hospital, 6621 Fannin Street, Houston, Texas, 77030, USA
| | - Ronald J Biediger
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA
| | - Amy R Caivano
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA
| | - Zbigniew A Starosolski
- Department of Pediatric Radiology, Texas Children's Hospital, 6621 Fannin Street, Houston, Texas, 77030, USA
| | - Sayadeth Khounlo
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA
| | - Saakshi Bhayana
- Department of Pediatric Radiology, Texas Children's Hospital, 6621 Fannin Street, Houston, Texas, 77030, USA
| | - Shahrzad Abbasi
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA
| | - John W Craft
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA.,Department of Biology and Chemistry, University of Houston, 4800 Calhoun Road, Houston, Texas, 77004, USA
| | - David S Maxwell
- Department of Experimental Therapeutics, University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, Texas, 77030, USA.,Department of Institutional Analytics and Informatics, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Chandreshkumar Patel
- Department of Pediatric Radiology, Texas Children's Hospital, 6621 Fannin Street, Houston, Texas, 77030, USA
| | - Igor V Stupin
- Department of Pediatric Radiology, Texas Children's Hospital, 6621 Fannin Street, Houston, Texas, 77030, USA
| | | | - Robert V Market
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA
| | - James T Willerson
- Division of Cardiology Research, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA
| | - Richard A F Dixon
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA
| | - Peter Vanderslice
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA
| | - Ananth V Annapragada
- Department of Pediatric Radiology, Texas Children's Hospital, 6621 Fannin Street, Houston, Texas, 77030, USA.
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Kim J, Chhour P, Hsu J, Litt HI, Ferrari VA, Popovtzer R, Cormode DP. Use of Nanoparticle Contrast Agents for Cell Tracking with Computed Tomography. Bioconjug Chem 2017; 28:1581-1597. [PMID: 28485976 PMCID: PMC5481820 DOI: 10.1021/acs.bioconjchem.7b00194] [Citation(s) in RCA: 85] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
![]()
Efforts
to develop novel cell-based therapies originated with the
first bone marrow transplant on a leukemia patient in 1956. Preclinical
and clinical examples of cell-based treatment strategies have shown
promising results across many disciplines in medicine, with recent
advances in immune cell therapies for cancer producing remarkable
response rates, even in patients with multiple treatment failures.
However, cell-based therapies suffer from inconsistent outcomes, motivating
the search for tools that allow monitoring of cell delivery and behavior
in vivo. Noninvasive cell imaging techniques, also known as cell tracking,
have been developed to address this issue. These tools can allow real-time,
quantitative, and long-term monitoring of transplanted cells in the
recipient, providing insight on cell migration, distribution, viability,
differentiation, and fate, all of which play crucial roles in treatment
efficacy. Understanding these parameters allows the optimization of
cell choice, delivery route, and dosage for therapy and advances cell-based
therapy for specific clinical uses. To date, most cell tracking work
has centered on imaging modalities such as MRI, radionuclide imaging,
and optical imaging. However, X-ray computed tomography (CT) is an
emerging method for cell tracking that has several strengths such
as high spatial and temporal resolution, and excellent quantitative
capabilities. The advantages of CT for cell tracking are enhanced
by its wide availability and cost effectiveness, allowing CT to become
one of the most popular clinical imaging modalities and a key asset
in disease diagnosis. In this review, we will discuss recent advances
in cell tracking methods using X-ray CT in various applications, in
addition to predictions on how the field will progress.
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Affiliation(s)
| | | | | | | | | | - Rachela Popovtzer
- Department of Engineering, Bar-Ilan University , Ramat Gan, 5290002, Israel
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