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He Z, Zhang L, Xing L, Sun W, Gao X, Zhang Y, Gao F. IR780-based diffuse fluorescence tomography for cancer detection. JOURNAL OF BIOPHOTONICS 2024; 17:e202300493. [PMID: 38329194 DOI: 10.1002/jbio.202300493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 12/29/2023] [Accepted: 01/16/2024] [Indexed: 02/09/2024]
Abstract
IR780 iodide is a commercially available targeted near-infrared contrast agent for in vivo imaging and cancer photodynamic or photothermal therapy, whereas the accumulation, dynamics, and retention of IR780 in biological tissue, especially in tumor is still under-explored. Diffuse fluorescence tomography (DFT) can be used for localization and quantification of the three-dimensional distribution of NIR fluorophores. Herein, a homemade DFT imaging system combined with tumor-targeted IR780 was utilized for cancer imaging and pharmacokinetic evaluation. The aim of this study is to comprehensively assess the biochemical and pharmacokinetic characteristics of IR780 with the aid of DFT imaging. The optimal IR780 concentration (20 μg/mL) was achieved first. Subsequently, the good biocompatibility and cellar uptake of IR780 was demonstrated through the mouse acute toxic test and cell assay. In vivo, DFT imaging effectively identified various subcutaneous tumors and revealed the long-term retention of IR780 in tumors and rapid metabolism in the liver. Ex vivo imaging indicated IR780 was mainly concentrated in tumor and lung with significantly different from the distribution in other organs. DFT imaging allowed sensitive tumor detection and pharmacokinetic rates analysis. Simultaneously, the kinetics of IR780 in tumors and liver provided more valuable information for application and development of IR780.
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Affiliation(s)
- Zhuanxia He
- College of Precision Instrument and Optoelectronics Engineering, Tianjin University, Tianjin, China
| | - Limin Zhang
- College of Precision Instrument and Optoelectronics Engineering, Tianjin University, Tianjin, China
| | - Lingxiu Xing
- College of Precision Instrument and Optoelectronics Engineering, Tianjin University, Tianjin, China
| | - Wenjing Sun
- College of Precision Instrument and Optoelectronics Engineering, Tianjin University, Tianjin, China
| | - Xiujun Gao
- School of Biomedical Engineering and Technology, Tianjin Medical University, Tianjin, China
| | - Yanqi Zhang
- School of Medical Imaging, Tianjin Medical University, Tianjin, China
| | - Feng Gao
- College of Precision Instrument and Optoelectronics Engineering, Tianjin University, Tianjin, China
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Yuan Y, Li X, Bao X, Huangfu M, Zhang H. The magic mirror: a novel intraoperative monitoring method for parathyroid glands. Front Endocrinol (Lausanne) 2023; 14:1160902. [PMID: 37284221 PMCID: PMC10239973 DOI: 10.3389/fendo.2023.1160902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 05/01/2023] [Indexed: 06/08/2023] Open
Abstract
The accurate detection of parathyroid glands (PGs) during surgery is of great significance in thyroidectomy and parathyroidectomy, which protects the function of normal PGs to prevent postoperative hypoparathyroidism and the thorough removal of parathyroid lesions. Existing conventional imaging techniques have certain limitations in the real-time exploration of PGs. In recent years, a new, real-time, and non-invasive imaging system known as the near-infrared autofluorescence (NIRAF) imaging system has been developed to detect PGs. Several studies have confirmed that this system has a high parathyroid recognition rate and can reduce the occurrence of transient hypoparathyroidism after surgery. The NIRAF imaging system, like a magic mirror, can monitor the PGs during surgery in real time, thus providing great support for surgeries. In addition, the NIRAF imaging system can evaluate the blood supply of PGs by utilizing indocyanine green (ICG) to guide surgical strategies. The NIRAF imaging system and ICG complement each other to protect normal parathyroid function and reduce postoperative complications. This article reviews the effectiveness of the NIRAF imaging system in thyroidectomies and parathyroidectomies and briefly discusses some existing problems and prospects for the future.
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Shafiee S, Jagtap J, Zayats M, Epperlein J, Banerjee A, Geurts A, Flister M, Zhuk S, Joshi A. Dynamic NIR Fluorescence Imaging and Machine Learning Framework for Stratifying High vs. Low Notch-Dll4 Expressing Host Microenvironment in Triple-Negative Breast Cancer. Cancers (Basel) 2023; 15:cancers15051460. [PMID: 36900252 PMCID: PMC10000786 DOI: 10.3390/cancers15051460] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 02/22/2023] [Accepted: 02/23/2023] [Indexed: 03/03/2023] Open
Abstract
Delta like canonical notch ligand 4 (Dll4) expression levels in tumors are known to affect the efficacy of cancer therapies. This study aimed to develop a model to predict Dll4 expression levels in tumors using dynamic enhanced near-infrared (NIR) imaging with indocyanine green (ICG). Two rat-based consomic xenograft (CXM) strains of breast cancer with different Dll4 expression levels and eight congenic xenograft strains were studied. Principal component analysis (PCA) was used to visualize and segment tumors, and modified PCA techniques identified and analyzed tumor and normal regions of interest (ROIs). The average NIR intensity for each ROI was calculated from pixel brightness at each time interval, yielding easily interpretable features including the slope of initial ICG uptake, time to peak perfusion, and rate of ICG intensity change after reaching half-maximum intensity. Machine learning algorithms were applied to select discriminative features for classification, and model performance was evaluated with a confusion matrix, receiver operating characteristic curve, and area under the curve. The selected machine learning methods accurately identified host Dll4 expression alterations with sensitivity and specificity above 90%. This may enable stratification of patients for Dll4 targeted therapies. NIR imaging with ICG can noninvasively assess Dll4 expression levels in tumors and aid in effective decision making for cancer therapy.
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Affiliation(s)
- Shayan Shafiee
- Department of Biomedical Engineering, Marquette University and Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Jaidip Jagtap
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA
| | | | | | - Anjishnu Banerjee
- Division of Biostatistics, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Aron Geurts
- Department of Physiology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Michael Flister
- Department of Physiology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Sergiy Zhuk
- IBM Research Europe, D15 HN66 Dublin, Ireland
| | - Amit Joshi
- Department of Biomedical Engineering, Marquette University and Medical College of Wisconsin, Milwaukee, WI 53226, USA
- Correspondence:
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Practical Guidance for Developing Small-Molecule Optical Probes for In Vivo Imaging. Mol Imaging Biol 2023; 25:240-264. [PMID: 36745354 DOI: 10.1007/s11307-023-01800-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 12/31/2022] [Accepted: 01/05/2023] [Indexed: 02/07/2023]
Abstract
The WMIS Education Committee (2019-2022) reached a consensus that white papers on molecular imaging could be beneficial for practitioners of molecular imaging at their early career stages and other scientists who are interested in molecular imaging. With this consensus, the committee plans to publish a series of white papers on topics related to the daily practice of molecular imaging. In this white paper, we aim to provide practical guidance that could be helpful for optical molecular imaging, particularly for small molecule probe development and validation in vitro and in vivo. The focus of this paper is preclinical animal studies with small-molecule optical probes. Near-infrared fluorescence imaging, bioluminescence imaging, chemiluminescence imaging, image-guided surgery, and Cerenkov luminescence imaging are discussed in this white paper.
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Lee YJ, Krishnan G, Nishio N, van den Berg NS, Lu G, Martin BA, van Keulen S, Colevas AD, Kapoor S, Liu JTC, Rosenthal EL. Intraoperative Fluorescence-Guided Surgery in Head and Neck Squamous Cell Carcinoma. Laryngoscope 2021; 131:529-534. [PMID: 33593036 DOI: 10.1002/lary.28822] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Accepted: 05/15/2020] [Indexed: 02/06/2023]
Abstract
The rate of positive margins in head and neck cancers has remained stagnant over the past three decades and is consistently associated with poor overall survival. This suggests that significant improvements must be made intraoperatively to ensure negative margins. We discuss the important role of fluorescence imaging to guide surgical oncology in head and neck cancer. This review includes a general overview of the principles of fluorescence, available fluorophores used for fluorescence imaging, and specific clinical applications of fluorescence-guided surgery, as well as challenges and future directions in head and neck surgical oncology. Laryngoscope, 131:529-534, 2021.
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Affiliation(s)
- Yu-Jin Lee
- Department of Otolaryngology - Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, U.S.A
| | - Giri Krishnan
- Department of Otolaryngology - Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, U.S.A.,Department of Otolaryngology, Head and Neck Surgery, University of Adelaide, Adelaide, SA, Australia
| | - Naoki Nishio
- Department of Otolaryngology - Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, U.S.A
| | - Nynke S van den Berg
- Department of Otolaryngology - Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, U.S.A
| | - Guolan Lu
- Department of Otolaryngology - Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, U.S.A
| | - Brock A Martin
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, U.S.A
| | - Stan van Keulen
- Department of Otolaryngology - Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, U.S.A
| | - Alexander D Colevas
- Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA, U.S.A
| | - Shrey Kapoor
- Department of Otolaryngology - Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, U.S.A
| | - Jonathan T C Liu
- Department of Mechanical Engineering, University of Washington, Seattle, WA, U.S.A.,Department of Bioengineering, University of Washington, Seattle, WA, U.S.A.,Department of Pathology, University of Washington, Seattle, WA, U.S.A
| | - Eben L Rosenthal
- Department of Otolaryngology - Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, U.S.A.,Department of Radiology, Stanford University School of Medicine, Stanford, CA, U.S.A
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Hien A, Pretze M, Braun F, Schäfer E, Kümmel T, Roscher M, Schock-Kusch D, Waldeck J, Müller B, Wängler C, Rädle M, Wängler B. Noncontact recognition of fluorescently labeled objects in deep tissue via a novel optical light beam arrangement. PLoS One 2018; 13:e0208236. [PMID: 30566459 PMCID: PMC6300195 DOI: 10.1371/journal.pone.0208236] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Accepted: 11/14/2018] [Indexed: 12/30/2022] Open
Abstract
To date, few optical imaging systems are available in clinical practice to perform noninvasive measurements transcutaneously. Instead, functional imaging is performed using ionizing radiation or intense magnetic fields in most cases. The applicability of fluorescence imaging (e.g., for the detection of fluorescently labeled objects, such as tumors) is limited due to the restricted tissue penetration of light and the required long exposure time. Thus, the development of highly sensitive and easily manageable instruments is necessary to broaden the utility of optical imaging. To advance these developments, an improved fluorescence imaging system was designed in this study that operates on the principle of noncontact laser-induced fluorescence and enables the detection of fluorescence from deeper tissue layers as well as real-time imaging. The high performance of the developed optical laser scanner results from the combination of specific point illumination, an intensified charge-coupled device (ICCD) detector with a novel light trap, and a filtering strategy. The suitability of the laser scanner was demonstrated in two representative applications and an in vivo evaluation. In addition, a comparison with a planar imaging system was performed. The results show that the exposure time with the developed laser scanner can be reduced to a few milliseconds during measurements with a penetration depth of up to 32 mm. Due to these short exposure times, real-time fluorescence imaging can be easily achieved. The ability to measure fluorescence from deep tissue layers enables clinically relevant applications, such as the detection of fluorescently labeled malignant tumors.
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Affiliation(s)
- Andreas Hien
- Institute of Process Control and Innovative Energy Conversion, Mannheim University of Applied Sciences, Mannheim, Germany
- * E-mail:
| | - Marc Pretze
- Molecular Imaging and Radiochemistry, Department of Clinical Radiology and Nuclear Medicine, Medical Faculty Mannheim of Heidelberg University, Mannheim, Germany
| | - Frank Braun
- Institute of Process Control and Innovative Energy Conversion, Mannheim University of Applied Sciences, Mannheim, Germany
| | - Edgar Schäfer
- Institute of Process Control and Innovative Energy Conversion, Mannheim University of Applied Sciences, Mannheim, Germany
| | - Tim Kümmel
- Institute of Process Control and Innovative Energy Conversion, Mannheim University of Applied Sciences, Mannheim, Germany
| | - Mareike Roscher
- Molecular Imaging and Radiochemistry, Department of Clinical Radiology and Nuclear Medicine, Medical Faculty Mannheim of Heidelberg University, Mannheim, Germany
| | - Daniel Schock-Kusch
- Institute of Process Control and Innovative Energy Conversion, Mannheim University of Applied Sciences, Mannheim, Germany
| | | | | | - Carmen Wängler
- Biomedical Chemistry, Department of Clinical Radiology and Nuclear Medicine, Medical Faculty Mannheim of Heidelberg University, Mannheim, Germany
| | - Matthias Rädle
- Institute of Process Control and Innovative Energy Conversion, Mannheim University of Applied Sciences, Mannheim, Germany
| | - Björn Wängler
- Molecular Imaging and Radiochemistry, Department of Clinical Radiology and Nuclear Medicine, Medical Faculty Mannheim of Heidelberg University, Mannheim, Germany
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Summer D, Grossrubatscher L, Petrik M, Michalcikova T, Novy Z, Rangger C, Klingler M, Haas H, Kaeopookum P, von Guggenberg E, Haubner R, Decristoforo C. Developing Targeted Hybrid Imaging Probes by Chelator Scaffolding. Bioconjug Chem 2017; 28:1722-1733. [PMID: 28462989 PMCID: PMC5481817 DOI: 10.1021/acs.bioconjchem.7b00182] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Positron emission tomography (PET) as well as optical imaging (OI) with peptide receptor targeting probes have proven their value for oncological applications but also show restrictions depending on the clinical field of interest. Therefore, the combination of both methods, particularly in a single molecule, could improve versatility in clinical routine. This proof of principle study aims to show that a chelator, Fusarinine C (FSC), can be utilized as scaffold for novel dimeric dual-modality imaging agents. Two targeting vectors (a minigastrin analogue (MG11) targeting cholecystokinin-2 receptor overexpression (CCK2R) or integrin αVβ3 targeting cyclic pentapeptides (RGD)) and a near-infrared fluorophore (Sulfo-Cyanine7) were conjugated to FSC. The probes were efficiently labeled with gallium-68 and in vitro experiments including determination of logD, stability, protein binding, cell binding, internalization, and biodistribution studies as well as in vivo micro-PET/CT and optical imaging in U-87MG αVβ3- and A431-CCK2R expressing tumor xenografted mice were carried out. Novel bioconjugates showed high receptor affinity and highly specific targeting properties at both receptors. Ex vivo biodistribution and micro-PET/CT imaging studies revealed specific tumor uptake accompanied by slow blood clearance and retention in nontargeted tissues (spleen, liver, and kidneys) leading to visualization of tumors at early (30 to 120 min p.i.). Excellent contrast in corresponding optical imaging studies was achieved especially at delayed time points (24 to 72 h p.i.). Our findings show the proof of principle of chelator scaffolding for hybrid imaging agents and demonstrate FSC being a suitable bifunctional chelator for this approach. Improvements to fine-tune pharmacokinetics are needed to translate this into a clinical setting.
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Affiliation(s)
- Dominik Summer
- Department of Nuclear Medicine, Medical University Innsbruck , Anichstrasse 35, A-6020 Innsbruck, Austria
| | - Leo Grossrubatscher
- Department of Nuclear Medicine, Medical University Innsbruck , Anichstrasse 35, A-6020 Innsbruck, Austria
| | - Milos Petrik
- Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacky University Olomouc , Hnevotinska 5, 779 00, Olomouc, Czech Republic
| | - Tereza Michalcikova
- Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacky University Olomouc , Hnevotinska 5, 779 00, Olomouc, Czech Republic
| | - Zbynek Novy
- Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacky University Olomouc , Hnevotinska 5, 779 00, Olomouc, Czech Republic
| | - Christine Rangger
- Department of Nuclear Medicine, Medical University Innsbruck , Anichstrasse 35, A-6020 Innsbruck, Austria
| | - Maximilian Klingler
- Department of Nuclear Medicine, Medical University Innsbruck , Anichstrasse 35, A-6020 Innsbruck, Austria
| | - Hubertus Haas
- Division of Molecular Biology/Biocenter, Medical University Innsbruck , Innrain 80-82, A-6020 Innsbruck, Austria
| | - Piriya Kaeopookum
- Department of Nuclear Medicine, Medical University Innsbruck , Anichstrasse 35, A-6020 Innsbruck, Austria.,Ministry of Science, Technology (MOST), Thailand Institute of Nuclear Technology (TINT) , Nakhonnayok 26120, Thailand
| | - Elisabeth von Guggenberg
- Department of Nuclear Medicine, Medical University Innsbruck , Anichstrasse 35, A-6020 Innsbruck, Austria
| | - Roland Haubner
- Department of Nuclear Medicine, Medical University Innsbruck , Anichstrasse 35, A-6020 Innsbruck, Austria
| | - Clemens Decristoforo
- Department of Nuclear Medicine, Medical University Innsbruck , Anichstrasse 35, A-6020 Innsbruck, Austria
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