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Gupta P, Jiang ZK, Yang B, Manzuk L, Rosfjord E, Yao J, Lemon L, Noorbehesht K, David J, Puthenveetil S, Casavant JM, Muszynska E, Li F, Leal M, Sapra P, Giddabasappa A. Targeting and pharmacology of an anti-IL13Rα2 antibody and antibody-drug conjugate in a melanoma xenograft model. MAbs 2021; 13:1958662. [PMID: 34347577 PMCID: PMC8344738 DOI: 10.1080/19420862.2021.1958662] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
IL13Rα2 is a cell surface tumor antigen that is overexpressed in multiple tumor types. Here, we studied biodistribution and targeting potential of an anti-IL13Rα2 antibody (Ab) and anti-tumor activity of anti-IL13Rα2-antibody-drug conjugate (ADC). The anti-IL13Rα2 Ab was labeled with fluorophore AF680 or radioisotope 89Zr for in vivo tracking using fluorescence molecular tomography (FMT) or positron emission tomography (PET) imaging, respectively. Both imaging modalities showed that the tumor was the major uptake site for anti-IL13Rα2-Ab, with peak uptake of 5–8% ID and 10% ID/g as quantified from FMT and PET, respectively. Pharmacological in vivo competition with excess of unlabeled anti-IL13Rα2-Ab significantly reduced the tumor uptake, indicative of antigen-specific tumor accumulation. Further, FMT imaging demonstrated similar biodistribution and pharmacokinetic profiles of an auristatin-conjugated anti-IL13Rα2-ADC as compared to the parental Ab. Finally, the anti-IL13Rα2-ADC exhibited a dose-dependent anti-tumor effect on A375 xenografts, with 90% complete responders at a dose of 3 mg/kg. Taken together, both FMT and PET showed a favorable biodistribution profile for anti-IL13Rα2-Ab/ADC, along with antigen-specific tumor targeting and excellent therapeutic efficacy in the A375 xenograft model. This work shows the great potential of this anti-IL13Rα2-ADC as a targeted anti-cancer agent.
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Affiliation(s)
- Parul Gupta
- Global Science & Technology - Comparative Medicine, Pfizer Inc., San Diego, CA, USA.,Biomedicine Design, Pfizer Inc., San Diego, CA, USA
| | - Ziyue Karen Jiang
- Global Science & Technology - Comparative Medicine, Pfizer Inc., San Diego, CA, USA
| | - Bing Yang
- Global Science & Technology - Comparative Medicine, Pfizer Inc., San Diego, CA, USA
| | - Lisa Manzuk
- Global Science & Technology - Comparative Medicine, Pfizer Inc., San Diego, CA, USA
| | - Edward Rosfjord
- Oncology Research and Development, Pfizer Inc., Pearl River, NY, USA
| | - Johnny Yao
- Oncology Research and Development, Pfizer Inc., Pearl River, NY, USA
| | - Luanna Lemon
- Oncology Research and Development, Pfizer Inc., Pearl River, NY, USA
| | - Kavon Noorbehesht
- Global Science & Technology - Comparative Medicine, Pfizer Inc., San Diego, CA, USA
| | - John David
- Global Science & Technology - Comparative Medicine, Pfizer Inc., San Diego, CA, USA
| | | | | | - Elwira Muszynska
- Oncology Research and Development, Pfizer Inc., Pearl River, NY, USA
| | - Fengping Li
- Biomedicine Design, Pfizer Inc., San Diego, CA, USA
| | | | - Puja Sapra
- Oncology Research and Development, Pfizer Inc., Pearl River, NY, USA
| | - Anand Giddabasappa
- Global Science & Technology - Comparative Medicine, Pfizer Inc., San Diego, CA, USA
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2
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Clinical aspects of radiolabeled aptamers in diagnostic nuclear medicine: A new class of targeted radiopharmaceuticals. Bioorg Med Chem 2018; 27:2282-2291. [PMID: 30502114 DOI: 10.1016/j.bmc.2018.11.031] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Revised: 11/16/2018] [Accepted: 11/21/2018] [Indexed: 12/31/2022]
Abstract
Targeted radiopharmaceuticals offer the possibility of improved imaging with reduced side effects. Up to now, a variety of biological receptors such as aptamers have been successfully radiolabeled and applied to diagnostic imaging of cancers. The concept of using radio-labeled aptamers for binding to their targets has stimulated an immense body of research in diagnostic nuclear medicine. These biological recognition elements are single-stranded oligonucleotides that interact with their target molecules with high affinity and specificity in unique three-dimensional structures. Because of their high affinity and specificity, the receptor-binding aptamers labeled with gamma emitters such as 99mTc, 64Cu, 111In, 18F and 67Ga can facilitate the visualization of receptor-expressing tissues noninvasively. Compared to the antibody-based radiopharmaceuticals, the radiolabeled aptamers provide a number of advantages for clinical diagnostics including high stability, low cost, and ease of production and modification, low immunogenicity and, especially, superior tissue penetration because of their smaller size. In this review, we present recent progresses and challenges in aptamer-based diagnostic radiopharmaceuticals and highlight some representative applications of aptamers in nuclear medicine.
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3
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Durkee MS, Nash LD, Nooshabadi F, Cirillo JD, Maitland DJ, Maitland KC. Fabrication and Characterization of Optical Tissue Phantoms Containing Macrostructure. J Vis Exp 2018. [PMID: 29553502 DOI: 10.3791/57031] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
The rapid development of new optical imaging techniques is dependent on the availability of low-cost, customizable, and easily reproducible standards. By replicating the imaging environment, costly animal experiments to validate a technique may be circumvented. Predicting and optimizing the performance of in vivo and ex vivo imaging techniques requires testing on samples that are optically similar to tissues of interest. Tissue-mimicking optical phantoms provide a standard for evaluation, characterization, or calibration of an optical system. Homogenous polymer optical tissue phantoms are widely used to mimic the optical properties of a specific tissue type within a narrow spectral range. Layered tissues, such as the epidermis and dermis, can be mimicked by simply stacking these homogenous slab phantoms. However, many in vivo imaging techniques are applied to more spatially complex tissue where three dimensional structures, such as blood vessels, airways, or tissue defects, can affect the performance of the imaging system. This protocol describes the fabrication of a tissue-mimicking phantom that incorporates three-dimensional structural complexity using material with optical properties of tissue. Look-up tables provide India ink and titanium dioxide recipes for optical absorption and scattering targets. Methods to characterize and tune the material optical properties are described. The phantom fabrication detailed in this article has an internal branching mock airway void; however, the technique can be broadly applied to other tissue or organ structures.
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Affiliation(s)
| | - Landon D Nash
- Department of Biomedical Engineering, Texas A&M University
| | | | - Jeffrey D Cirillo
- Deparment of Molecular Pathogenesis and Immunology, Texas A&M College of Medicine
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4
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Vats M, Mishra SK, Baghini MS, Chauhan DS, Srivastava R, De A. Near Infrared Fluorescence Imaging in Nano-Therapeutics and Photo-Thermal Evaluation. Int J Mol Sci 2017; 18:E924. [PMID: 28452928 PMCID: PMC5454837 DOI: 10.3390/ijms18050924] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Revised: 04/11/2017] [Accepted: 04/17/2017] [Indexed: 01/03/2023] Open
Abstract
The unresolved and paramount challenge in bio-imaging and targeted therapy is to clearly define and demarcate the physical margins of tumor tissue. The ability to outline the healthy vital tissues to be carefully navigated with transection while an intraoperative surgery procedure is performed sets up a necessary and under-researched goal. To achieve the aforementioned objectives, there is a need to optimize design considerations in order to not only obtain an effective imaging agent but to also achieve attributes like favorable water solubility, biocompatibility, high molecular brightness, and a tissue specific targeting approach. The emergence of near infra-red fluorescence (NIRF) light for tissue scale imaging owes to the provision of highly specific images of the target organ. The special characteristics of near infra-red window such as minimal auto-fluorescence, low light scattering, and absorption of biomolecules in tissue converge to form an attractive modality for cancer imaging. Imparting molecular fluorescence as an exogenous contrast agent is the most beneficial attribute of NIRF light as a clinical imaging technology. Additionally, many such agents also display therapeutic potentials as photo-thermal agents, thus meeting the dual purpose of imaging and therapy. Here, we primarily discuss molecular imaging and therapeutic potentials of two such classes of materials, i.e., inorganic NIR dyes and metallic gold nanoparticle based materials.
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Affiliation(s)
- Mukti Vats
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai, Mumbai 410210, India.
| | - Sumit Kumar Mishra
- Molecular Functional Imaging Laboratory, Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Tata Memorial Centre, Kharghar, Mumbai 410210, India.
| | - Mahdieh Shojaei Baghini
- Molecular Functional Imaging Laboratory, Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Tata Memorial Centre, Kharghar, Mumbai 410210, India.
| | - Deepak S Chauhan
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai, Mumbai 410210, India.
| | - Rohit Srivastava
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Powai, Mumbai 410210, India.
| | - Abhijit De
- Molecular Functional Imaging Laboratory, Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Tata Memorial Centre, Kharghar, Mumbai 410210, India.
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5
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Quang TT, Kim HY, Bao FS, Papay FA, Edwards WB, Liu Y. Fluorescence Imaging Topography Scanning System for intraoperative multimodal imaging. PLoS One 2017; 12:e0174928. [PMID: 28437441 PMCID: PMC5402944 DOI: 10.1371/journal.pone.0174928] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Accepted: 03/18/2017] [Indexed: 02/05/2023] Open
Abstract
Fluorescence imaging is a powerful technique with diverse applications in intraoperative settings. Visualization of three dimensional (3D) structures and depth assessment of lesions, however, are oftentimes limited in planar fluorescence imaging systems. In this study, a novel Fluorescence Imaging Topography Scanning (FITS) system has been developed, which offers color reflectance imaging, fluorescence imaging and surface topography scanning capabilities. The system is compact and portable, and thus suitable for deployment in the operating room without disturbing the surgical flow. For system performance, parameters including near infrared fluorescence detection limit, contrast transfer functions and topography depth resolution were characterized. The developed system was tested in chicken tissues ex vivo with simulated tumors for intraoperative imaging. We subsequently conducted in vivo multimodal imaging of sentinel lymph nodes in mice using FITS and PET/CT. The PET/CT/optical multimodal images were co-registered and conveniently presented to users to guide surgeries. Our results show that the developed system can facilitate multimodal intraoperative imaging.
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Affiliation(s)
- Tri T. Quang
- Department of Biomedical Engineering, the University of Akron, Akron, Ohio, United States of America
| | - Hye-Yeong Kim
- Department of Radiology, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Forrest Sheng Bao
- Department of Electrical and Computer Engineering, the University of Akron, Akron, Ohio, United States of America
| | - Francis A. Papay
- Dermatology and Plastic Surgery Institute, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - W. Barry Edwards
- Department of Radiology, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
- * E-mail: (YL); (WBE)
| | - Yang Liu
- Department of Biomedical Engineering, the University of Akron, Akron, Ohio, United States of America
- * E-mail: (YL); (WBE)
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6
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Ducros N, Correia T, Bassi A, Valentini G, Arridge S, D’Andrea C. Reconstruction of an optical inhomogeneity map improves fluorescence diffuse optical tomography. Biomed Phys Eng Express 2016. [DOI: 10.1088/2057-1976/2/5/055020] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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7
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KWONG TIFFANYC, HSING MITCHELL, LIN YUTING, THAYER DAVID, UNLU MEHMETBURCIN, SU MINYING, GULSEN GULTEKIN. Differentiation of tumor vasculature heterogeneity levels in small animals based on total hemoglobin concentration using magnetic resonance-guided diffuse optical tomography in vivo. APPLIED OPTICS 2016; 55:5479-87. [PMID: 27463894 PMCID: PMC6839944 DOI: 10.1364/ao.55.005479] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Insight into the vasculature of the tumor in small animals has the potential to impact many areas of cancer research. The heterogeneity of the vasculature of a tumor is directly related to tumor stage and disease progression. In this small scale animal study, we investigated the feasibility of differentiating tumors with different levels of vasculature heterogeneity in vivo using a previously developed hybrid magnetic resonance imaging (MRI) and diffuse optical tomography (DOT) system for small animal imaging. Cross-sectional total hemoglobin concentration maps of 10 Fisher rats bearing R3230 breast tumors are reconstructed using multi-wavelength DOT measurements both with and without magnetic resonance (MR) structural a priori information. Simultaneously acquired MR structural images are used to guide and constrain the DOT reconstruction, while dynamic contrast-enhanced MR functional images are used as the gold standard to classify the vasculature of the tumor into two types: high versus low heterogeneity. These preliminary results show that the stand-alone DOT is unable to differentiate tumors with low and high vascular heterogeneity without structural a priori information provided by a high resolution imaging modality. The mean total hemoglobin concentrations comparing the vasculature of the tumors with low and high heterogeneity are significant (p-value 0.02) only when MR structural a priori information is utilized.
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Affiliation(s)
- TIFFANY C. KWONG
- Tu and Yuen Center for Functional Onco-Imaging, Department of Radiological Sciences, University of California, Irvine, California 92697, USA
| | - MITCHELL HSING
- Tu and Yuen Center for Functional Onco-Imaging, Department of Radiological Sciences, University of California, Irvine, California 92697, USA
- Department of Electrical and Electronic Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - YUTING LIN
- Tu and Yuen Center for Functional Onco-Imaging, Department of Radiological Sciences, University of California, Irvine, California 92697, USA
- Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02144, USA
| | - DAVID THAYER
- Tu and Yuen Center for Functional Onco-Imaging, Department of Radiological Sciences, University of California, Irvine, California 92697, USA
- Mallinckrodt Institute of Radiology, Washington University School of Medicine in St. Louis, St. Louis, Missouri 63110, USA
| | | | - MIN-YING SU
- Tu and Yuen Center for Functional Onco-Imaging, Department of Radiological Sciences, University of California, Irvine, California 92697, USA
| | - GULTEKIN GULSEN
- Tu and Yuen Center for Functional Onco-Imaging, Department of Radiological Sciences, University of California, Irvine, California 92697, USA
- Corresponding author:
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8
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Mohajerani P, Ntziachristos V. An Inversion Scheme for Hybrid Fluorescence Molecular Tomography Using a Fuzzy Inference System. IEEE TRANSACTIONS ON MEDICAL IMAGING 2016; 35:381-390. [PMID: 26340771 DOI: 10.1109/tmi.2015.2475356] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
The imaging performance of fluorescence molecular tomography (FMT) improves when information from the underlying anatomy is incorporated into the inversion scheme, in the form of priors. The requirement for incorporation of priors has recently driven the development of hybrid FMT systems coupled to other modalities, such as X-ray CT and MRI. A critical methodological aspect in this modality relates to the particular method selected to incorporate prior information obtained from the anatomical imaging modality into the FMT inversion. We propose herein a new approach for utilizing prior information, which preferentially minimizes residual errors associated with measurements that better describe the anatomical segments considered. This preferential minimization was realized using a weighted least square (WLS) approach, where the weights were optimized using a Mamdani-type fuzzy inference system. The method of priors introduced herein was deployed as a two-step structured regularization approach and was verified with experimental measurements from phantoms as well as ex vivo and in vivo animal studies. The results demonstrate accurate performance and minimization of reconstruction bias, without requiring user input for setting the regularization parameters. As such, the proposed method offers significant progress in incorporation of anatomical priors in FMT and, as a result, in realization of the full potential of hybrid FMT.
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9
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Lu Y, Darne CD, Tan IC, Zhu B, Rightmer R, Rasmussen JC, Sevick-Muraca EM. Experimental Comparison of Continuous-Wave and Frequency-Domain Fluorescence Tomography in a Commercial Multi-Modal Scanner. IEEE TRANSACTIONS ON MEDICAL IMAGING 2015; 34:1197-1211. [PMID: 25438307 DOI: 10.1109/tmi.2014.2375193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
The performance evaluation of a variety of small animal tomography measurement approaches and algorithms for recovery of fluorescent absorption cross section has not been conducted. Herein, we employed an intensified CCD system installed in a commercial small animal CT (Computed Tomography) scanner to compare image reconstructions from time-independent, continuous wave (CW) measurements and from time-dependent, frequency domain (FD) measurements in a series of physical phantoms specifically designed for evaluation. Comparisons were performed as a function of (1) number of projections, (2) the level of preprocessing filters used to improve the signal-to-noise ratio (SNR), (3) endogenous heterogeneity of optical properties, as well as in the cases of (4) two fluorescent targets and (5) a mouse-shaped phantom. Assessment of quantitative recovery of fluorescence absorption cross section was performed using a fully parallel, regularization-free, linear reconstruction algorithm with diffusion approximation (DA) and high order simplified spherical harmonics ( SPN) approximation to the radiative transport equation (RTE). The results show that while FD measurements may result in superior image reconstructions over CW measurements, data acquisition times are significantly longer, necessitating further development of multiple detector/source configurations, improved data read-out rates, and detector technology. FD measurements with SP3 reconstructions enabled better quantitative recovery of fluorescent target strength, but required increased computational expense. Despite the developed parallel reconstruction framework being able to achieve more than 60 times speed increase over sequential implementation, further development in faster parallel acceleration strategies for near-real time and real-time image recovery and more precise forward solution is necessary.
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10
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Lin JB, Phillips EH, Riggins TE, Sangha GS, Chakraborty S, Lee JY, Lycke RJ, Hernandez CL, Soepriatna AH, Thorne BRH, Yrineo AA, Goergen CJ. Imaging of small animal peripheral artery disease models: recent advancements and translational potential. Int J Mol Sci 2015; 16:11131-77. [PMID: 25993289 PMCID: PMC4463694 DOI: 10.3390/ijms160511131] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2015] [Accepted: 03/10/2015] [Indexed: 12/11/2022] Open
Abstract
Peripheral artery disease (PAD) is a broad disorder encompassing multiple forms of arterial disease outside of the heart. As such, PAD development is a multifactorial process with a variety of manifestations. For example, aneurysms are pathological expansions of an artery that can lead to rupture, while ischemic atherosclerosis reduces blood flow, increasing the risk of claudication, poor wound healing, limb amputation, and stroke. Current PAD treatment is often ineffective or associated with serious risks, largely because these disorders are commonly undiagnosed or misdiagnosed. Active areas of research are focused on detecting and characterizing deleterious arterial changes at early stages using non-invasive imaging strategies, such as ultrasound, as well as emerging technologies like photoacoustic imaging. Earlier disease detection and characterization could improve interventional strategies, leading to better prognosis in PAD patients. While rodents are being used to investigate PAD pathophysiology, imaging of these animal models has been underutilized. This review focuses on structural and molecular information and disease progression revealed by recent imaging efforts of aortic, cerebral, and peripheral vascular disease models in mice, rats, and rabbits. Effective translation to humans involves better understanding of underlying PAD pathophysiology to develop novel therapeutics and apply non-invasive imaging techniques in the clinic.
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Affiliation(s)
- Jenny B Lin
- Weldon School of Biomedical Engineering, Purdue University, 206 S. Martin Jischke Drive, Room 3025, West Lafayette, IN 47907, USA.
| | - Evan H Phillips
- Weldon School of Biomedical Engineering, Purdue University, 206 S. Martin Jischke Drive, Room 3025, West Lafayette, IN 47907, USA.
| | - Ti'Air E Riggins
- Weldon School of Biomedical Engineering, Purdue University, 206 S. Martin Jischke Drive, Room 3025, West Lafayette, IN 47907, USA.
| | - Gurneet S Sangha
- Weldon School of Biomedical Engineering, Purdue University, 206 S. Martin Jischke Drive, Room 3025, West Lafayette, IN 47907, USA.
| | - Sreyashi Chakraborty
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA.
| | - Janice Y Lee
- Psychological Sciences, Purdue University, West Lafayette, IN 47907, USA.
| | - Roy J Lycke
- Weldon School of Biomedical Engineering, Purdue University, 206 S. Martin Jischke Drive, Room 3025, West Lafayette, IN 47907, USA.
| | - Clarissa L Hernandez
- Weldon School of Biomedical Engineering, Purdue University, 206 S. Martin Jischke Drive, Room 3025, West Lafayette, IN 47907, USA.
| | - Arvin H Soepriatna
- Weldon School of Biomedical Engineering, Purdue University, 206 S. Martin Jischke Drive, Room 3025, West Lafayette, IN 47907, USA.
| | - Bradford R H Thorne
- School of Sciences, Neuroscience, Purdue University, West Lafayette, IN 47907, USA.
| | - Alexa A Yrineo
- Weldon School of Biomedical Engineering, Purdue University, 206 S. Martin Jischke Drive, Room 3025, West Lafayette, IN 47907, USA.
| | - Craig J Goergen
- Weldon School of Biomedical Engineering, Purdue University, 206 S. Martin Jischke Drive, Room 3025, West Lafayette, IN 47907, USA.
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11
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Guo H, Yu J, He X, Hou Y, Dong F, Zhang S. Improved sparse reconstruction for fluorescence molecular tomography with L1/2 regularization. BIOMEDICAL OPTICS EXPRESS 2015; 6:1648-64. [PMID: 26137370 PMCID: PMC4467700 DOI: 10.1364/boe.6.001648] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2015] [Revised: 04/04/2015] [Accepted: 04/05/2015] [Indexed: 05/23/2023]
Abstract
Fluorescence molecular tomography (FMT) is a promising imaging technique that allows in vivo visualization of molecular-level events associated with disease progression and treatment response. Accurate and efficient 3D reconstruction algorithms will facilitate the wide-use of FMT in preclinical research. Here, we utilize L1/2-norm regularization for improving FMT reconstruction. To efficiently solve the nonconvex L1/2-norm penalized problem, we transform it into a weighted L1-norm minimization problem and employ a homotopy-based iterative reweighting algorithm to recover small fluorescent targets. Both simulations on heterogeneous mouse model and in vivo experiments demonstrated that the proposed L1/2-norm method outperformed the comparative L1-norm reconstruction methods in terms of location accuracy, spatial resolution and quantitation of fluorescent yield. Furthermore, simulation analysis showed the robustness of the proposed method, under different levels of measurement noise and number of excitation sources.
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Affiliation(s)
- Hongbo Guo
- School of Information Sciences and Technology, Northwest University, Xi’an, 710069,
China
| | - Jingjing Yu
- School of Physics and Information Technology, Shaanxi Normal University, Xi’an, 710062,
China
| | - Xiaowei He
- School of Information Sciences and Technology, Northwest University, Xi’an, 710069,
China
| | - Yuqing Hou
- School of Information Sciences and Technology, Northwest University, Xi’an, 710069,
China
| | - Fang Dong
- School of Information Sciences and Technology, Northwest University, Xi’an, 710069,
China
| | - Shuling Zhang
- School of Information Sciences and Technology, Northwest University, Xi’an, 710069,
China
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12
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Kang J, Chang JH, Wilson BC, Veilleux I, Bai Y, DaCosta R, Kim K, Ha S, Lee JG, Kim JS, Lee SG, Kim SM, Lee HJ, Ahn YB, Han S, Yoo Y, Song TK. A prototype hand-held tri-modal instrument for in vivo ultrasound, photoacoustic, and fluorescence imaging. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2015; 86:034901. [PMID: 25832265 DOI: 10.1063/1.4915146] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Multi-modality imaging is beneficial for both preclinical and clinical applications as it enables complementary information from each modality to be obtained in a single procedure. In this paper, we report the design, fabrication, and testing of a novel tri-modal in vivo imaging system to exploit molecular/functional information from fluorescence (FL) and photoacoustic (PA) imaging as well as anatomical information from ultrasound (US) imaging. The same ultrasound transducer was used for both US and PA imaging, bringing the pulsed laser light into a compact probe by fiberoptic bundles. The FL subsystem is independent of the acoustic components but the front end that delivers and collects the light is physically integrated into the same probe. The tri-modal imaging system was implemented to provide each modality image in real time as well as co-registration of the images. The performance of the system was evaluated through phantom and in vivo animal experiments. The results demonstrate that combining the modalities does not significantly compromise the performance of each of the separate US, PA, and FL imaging techniques, while enabling multi-modality registration. The potential applications of this novel approach to multi-modality imaging range from preclinical research to clinical diagnosis, especially in detection/localization and surgical guidance of accessible solid tumors.
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Affiliation(s)
- Jeeun Kang
- Department of Electronic Engineering, Sogang University, Seoul 121-742, South Korea
| | - Jin Ho Chang
- Department of Electronic Engineering, Sogang University, Seoul 121-742, South Korea
| | - Brian C Wilson
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario M5G 1L7, Canada
| | - Israel Veilleux
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario M5G 1L7, Canada
| | - Yanhui Bai
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario M5G 1L7, Canada
| | - Ralph DaCosta
- Princess Margaret Cancer Centre/University Health Network, Toronto, Ontario M5G 1L7, Canada
| | - Kang Kim
- Center for Ultrasound Molecular Imaging and Therapeutics, Department of Medicine, University of Pittsburgh School of Medicine and Heart and Vascular Institute, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania 15213, USA
| | - Seunghan Ha
- Center for Ultrasound Molecular Imaging and Therapeutics, Department of Medicine, University of Pittsburgh School of Medicine and Heart and Vascular Institute, University of Pittsburgh Medical Center (UPMC), Pittsburgh, Pennsylvania 15213, USA
| | - Jong Gun Lee
- GE Ultrasound Korea, Seongnam 462-807, South Korea
| | | | | | - Sun Mi Kim
- Department of Radiology, Seoul National University of Bundang Hospital, Kyonggi-do, South Korea
| | - Hak Jong Lee
- Department of Radiology, Seoul National University of Bundang Hospital, Kyonggi-do, South Korea
| | - Young Bok Ahn
- Department of Electronic Engineering, Konkuk University, Seoul 143-701, South Korea
| | - Seunghee Han
- Sogang Institute of Advanced Technology, Sogang University, Seoul 121-742, South Korea
| | - Yangmo Yoo
- Department of Electronic Engineering, Sogang University, Seoul 121-742, South Korea
| | - Tai-Kyong Song
- Department of Electronic Engineering, Sogang University, Seoul 121-742, South Korea
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13
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van Oosterom MN, Kreuger R, Buckle T, Mahn WA, Bunschoten A, Josephson L, van Leeuwen FW, Beekman FJ. U-SPECT-BioFluo: an integrated radionuclide, bioluminescence, and fluorescence imaging platform. EJNMMI Res 2014; 4:56. [PMID: 25386389 PMCID: PMC4209452 DOI: 10.1186/s13550-014-0056-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2014] [Accepted: 09/28/2014] [Indexed: 01/11/2023] Open
Abstract
Background In vivo bioluminescence, fluorescence, and single-photon emission computed tomography (SPECT) imaging provide complementary information about biological processes. However, to date these signatures are evaluated separately on individual preclinical systems. In this paper, we introduce a fully integrated bioluminescence-fluorescence-SPECT platform. Next to an optimization in logistics and image fusion, this integration can help improve understanding of the optical imaging (OI) results. Methods An OI module was developed for a preclinical SPECT system (U-SPECT, MILabs, Utrecht, the Netherlands). The applicability of the module for bioluminescence and fluorescence imaging was evaluated in both a phantom and in an in vivo setting using mice implanted with a 4 T1-luc + tumor. A combination of a fluorescent dye and radioactive moiety was used to directly relate the optical images of the module to the SPECT findings. Bioluminescence imaging (BLI) was compared to the localization of the fluorescence signal in the tumors. Results Both the phantom and in vivo mouse studies showed that superficial fluorescence signals could be imaged accurately. The SPECT and bioluminescence images could be used to place the fluorescence findings in perspective, e.g. by showing tracer accumulation in non-target organs such as the liver and kidneys (SPECT) and giving a semi-quantitative read-out for tumor spread (bioluminescence). Conclusions We developed a fully integrated multimodal platform that provides complementary registered imaging of bioluminescent, fluorescent, and SPECT signatures in a single scanning session with a single dose of anesthesia. In our view, integration of these modalities helps to improve data interpretation of optical findings in relation to radionuclide images.
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Affiliation(s)
- Matthias N van Oosterom
- Radiation, Detection and Medical Imaging, Delft University of Technology, Mekelweg 15, Delft, 2629, JB, the Netherlands ; Interventional Molecular Imaging Laboratory, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Rob Kreuger
- Radiation, Detection and Medical Imaging, Delft University of Technology, Mekelweg 15, Delft, 2629, JB, the Netherlands
| | - Tessa Buckle
- Interventional Molecular Imaging Laboratory, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Wendy A Mahn
- Radiation, Detection and Medical Imaging, Delft University of Technology, Mekelweg 15, Delft, 2629, JB, the Netherlands
| | - Anton Bunschoten
- Interventional Molecular Imaging Laboratory, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Lee Josephson
- Centre for Translational Nuclear Medicine and Molecular Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Fijs Wb van Leeuwen
- Interventional Molecular Imaging Laboratory, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Freek J Beekman
- Radiation, Detection and Medical Imaging, Delft University of Technology, Mekelweg 15, Delft, 2629, JB, the Netherlands ; MILABS, Utrecht, the Netherlands ; Department of Translational Neuroscience, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands
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14
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Weersink RA, Ansell S, Wang A, Wilson G, Shah D, Lindsay PE, Jaffray DA. Integration of optical imaging with a small animal irradiator. Med Phys 2014; 41:102701. [DOI: 10.1118/1.4894730] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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15
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Radrich K, Mohajerani P, Bussemer J, Schwaiger M, Beer AJ, Ntziachristos V. Limited-projection-angle hybrid fluorescence molecular tomography of multiple molecules. JOURNAL OF BIOMEDICAL OPTICS 2014; 19:046016. [PMID: 24770661 DOI: 10.1117/1.jbo.19.4.046016] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2014] [Accepted: 03/25/2014] [Indexed: 06/03/2023]
Abstract
An advantage of fluorescence methods over other imaging modalities is the ability to concurrently resolve multiple moieties using fluorochromes emitting at different spectral regions. Simultaneous imaging of spectrally separated agents is helpful in interrogating multiple functions or establishing internal controls for accurate measurements. Herein, we investigated multimoiety imaging in the context of a limited-projection-angle hybrid fluorescence molecular tomography (FMT), and x-ray computed tomography implementation and the further registration with positron emission tomography (PET) data. Multichannel FMT systems may image fluorescent probes of varying distribution patterns. Therefore, it is possible that different channels may require different use of priors and regularization parameters. We examined the performance of automatically estimating regularization factors implementing priors, using data-driven regularization specific for limited-projection-angle schemes. We were particularly interested in identifying the implementation variations between hybrid-FMT channels due to probe distribution variation. For this reason, initial validation of the data-driven algorithm on a phantom was followed by imaging different agent distributions in animals, assuming superficial and deep seated activity. We further demonstrate the benefits of combining hybrid FMT with PET to gain multiple readings on the molecular composition of disease.
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Affiliation(s)
- Karin Radrich
- Institute for Biological and Medical Imaging, Helmholtz Zentrum München, Ingolstaedter Landstrasse 1, D-85764 Neuherberg, GermanybTechnische Universität München, Chair for Biological Imaging, Ismaninger Strasse 22, D-81675 Munich, Germany
| | - Pouyan Mohajerani
- Institute for Biological and Medical Imaging, Helmholtz Zentrum München, Ingolstaedter Landstrasse 1, D-85764 Neuherberg, GermanybTechnische Universität München, Chair for Biological Imaging, Ismaninger Strasse 22, D-81675 Munich, Germany
| | - Johanna Bussemer
- Technische Universität München, Department of Nuclear Medicine, Ismaninger Strasse 22, D-81675 Munich, Germany
| | - Markus Schwaiger
- Technische Universität München, Department of Nuclear Medicine, Ismaninger Strasse 22, D-81675 Munich, Germany
| | - Ambros J Beer
- Technische Universität München, Department of Nuclear Medicine, Ismaninger Strasse 22, D-81675 Munich, Germany
| | - Vasilis Ntziachristos
- Institute for Biological and Medical Imaging, Helmholtz Zentrum München, Ingolstaedter Landstrasse 1, D-85764 Neuherberg, GermanybTechnische Universität München, Chair for Biological Imaging, Ismaninger Strasse 22, D-81675 Munich, Germany
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16
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Darne C, Lu Y, Sevick-Muraca EM. Small animal fluorescence and bioluminescence tomography: a review of approaches, algorithms and technology update. Phys Med Biol 2013; 59:R1-64. [PMID: 24334634 DOI: 10.1088/0031-9155/59/1/r1] [Citation(s) in RCA: 115] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Emerging fluorescence and bioluminescence tomography approaches have several common, yet several distinct features from established emission tomographies of PET and SPECT. Although both nuclear and optical imaging modalities involve counting of photons, nuclear imaging techniques collect the emitted high energy (100-511 keV) photons after radioactive decay of radionuclides while optical techniques count low-energy (1.5-4.1 eV) photons that are scattered and absorbed by tissues requiring models of light transport for quantitative image reconstruction. Fluorescence imaging has been recently translated into clinic demonstrating high sensitivity, modest tissue penetration depth, and fast, millisecond image acquisition times. As a consequence, the promise of quantitative optical tomography as a complement of small animal PET and SPECT remains high. In this review, we summarize the different instrumentation, methodological approaches and schema for inverse image reconstructions for optical tomography, including luminescence and fluorescence modalities, and comment on limitations and key technological advances needed for further discovery research and translation.
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17
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Lu Y, Darne CD, Tan IC, Wu G, Wilganowski N, Robinson H, Azhdarinia A, Zhu B, Rasmussen JC, Sevick-Muraca EM. In vivo imaging of orthotopic prostate cancer with far-red gene reporter fluorescence tomography and in vivo and ex vivo validation. JOURNAL OF BIOMEDICAL OPTICS 2013; 18:101305. [PMID: 23797877 PMCID: PMC3710157 DOI: 10.1117/1.jbo.18.10.101305] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2013] [Revised: 05/21/2013] [Accepted: 05/21/2013] [Indexed: 05/22/2023]
Abstract
Fluorescence gene reporters have recently become available for excitation at far-red wavelengths, enabling opportunities for small animal in vivo gene reporter fluorescence tomography (GRFT). We employed multiple projections of the far-red fluorescence gene reporters IFP1.4 and iRFP, excited by a point source in transillumination geometry in order to reconstruct the location of orthotopically implanted human prostate cancer (PC3), which stably expresses the reporter. Reconstruction was performed using a linear radiative-transfer-based regularization-free tomographic method. Positron emission tomography (PET) imaging of a radiolabeled antibody-based agent that targeted epithelial cell adhesion molecule overexpressed on PC3 cells was used to confirm in vivo GRFT results. Validation of GRFT results was also conducted from ex vivo fluorescence imaging of resected prostate tumor. In addition, in mice with large primary prostate tumors, a combination of GRFT and PET showed that the radiolabeled antibody did not penetrate the tumor, consistent with known tumor transport limitations of large (∼150 kDa) molecules. These results represent the first tomography of a living animal using far-red gene reporters.
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Affiliation(s)
- Yujie Lu
- University of Texas Health Science Center at Houston, The Brown Foundation Institute of Molecular Medicine, Center for Molecular Imaging, 1825 Pressler Street SRB 330, Houston, Texas 77030
| | - Chinmay D. Darne
- University of Texas Health Science Center at Houston, The Brown Foundation Institute of Molecular Medicine, Center for Molecular Imaging, 1825 Pressler Street SRB 330, Houston, Texas 77030
| | - I-Chih Tan
- University of Texas Health Science Center at Houston, The Brown Foundation Institute of Molecular Medicine, Center for Molecular Imaging, 1825 Pressler Street SRB 330, Houston, Texas 77030
| | - Grace Wu
- University of Texas Health Science Center at Houston, The Brown Foundation Institute of Molecular Medicine, Center for Molecular Imaging, 1825 Pressler Street SRB 330, Houston, Texas 77030
| | - Nathaniel Wilganowski
- University of Texas Health Science Center at Houston, The Brown Foundation Institute of Molecular Medicine, Center for Molecular Imaging, 1825 Pressler Street SRB 330, Houston, Texas 77030
| | - Holly Robinson
- University of Texas Health Science Center at Houston, The Brown Foundation Institute of Molecular Medicine, Center for Molecular Imaging, 1825 Pressler Street SRB 330, Houston, Texas 77030
| | - Ali Azhdarinia
- University of Texas Health Science Center at Houston, The Brown Foundation Institute of Molecular Medicine, Center for Molecular Imaging, 1825 Pressler Street SRB 330, Houston, Texas 77030
| | - Banghe Zhu
- University of Texas Health Science Center at Houston, The Brown Foundation Institute of Molecular Medicine, Center for Molecular Imaging, 1825 Pressler Street SRB 330, Houston, Texas 77030
| | - John C. Rasmussen
- University of Texas Health Science Center at Houston, The Brown Foundation Institute of Molecular Medicine, Center for Molecular Imaging, 1825 Pressler Street SRB 330, Houston, Texas 77030
| | - Eva M. Sevick-Muraca
- University of Texas Health Science Center at Houston, The Brown Foundation Institute of Molecular Medicine, Center for Molecular Imaging, 1825 Pressler Street SRB 330, Houston, Texas 77030
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