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Shmuylovich L, O'Brien CM, Nwosu K, Achilefu S. Frugal engineering-inspired wearable augmented reality goggle system enables fluorescence-guided cancer surgery. Sci Rep 2024; 14:24402. [PMID: 39420102 PMCID: PMC11487067 DOI: 10.1038/s41598-024-75646-0] [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: 07/20/2024] [Accepted: 10/07/2024] [Indexed: 10/19/2024] Open
Abstract
Disparities in surgical outcomes often result from subjective decisions dictated by surgical training, experience, and available resources. To improve outcomes, surgeons have adopted advancements in robotics, endoscopy, and intra-operative imaging including fluorescence-guided surgery (FGS), which highlights tumors and anatomy in real-time. However, technical, economic, and logistic challenges hinder widespread adoption of FGS beyond high-resource centers. To overcome these impediments, we combined laser diodes, Raspberry Pi cameras and computers, off-the-shelf optical components, and 3D-printed parts to make a battery-powered, compact, dual white light and NIR imaging system that has comparable performance to existing bulkier, pricier, and wall-powered technologies. We combined these components with off-the-shelf augmented reality (AR) glasses to create a fully-wearable fluorescence imaging AR Raspberry Pi-based goggle system (FAR-Pi) and validated performance in a pre-clinical cancer surgery model. Novel device design ensures distance-independent coalignment between real and augmented views. As an open-source, affordable, and adaptable system, FAR-Pi is poised to democratize access to FGS and improve health outcomes worldwide.
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Affiliation(s)
- Leonid Shmuylovich
- Biophotonics Research Center, Department of Radiology, Washington University in Saint Louis School of Medicine, Saint Louis, MO, USA.
- Division of Dermatology, Department of Medicine, Washington University in Saint Louis School of Medicine, Saint Louis, MO, USA.
| | - Christine M O'Brien
- Biophotonics Research Center, Department of Radiology, Washington University in Saint Louis School of Medicine, Saint Louis, MO, USA
- Department of Biomedical Engineering, Washington University in Saint Louis, St. Louis, MO, USA
| | - Karen Nwosu
- Biophotonics Research Center, Department of Radiology, Washington University in Saint Louis School of Medicine, Saint Louis, MO, USA
| | - Samuel Achilefu
- Department of Biomedical Engineering, University of Texas Southwestern Medical Center, Dallas, TX, USA.
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Seah D, Cheng Z, Vendrell M. Fluorescent Probes for Imaging in Humans: Where Are We Now? ACS NANO 2023; 17:19478-19490. [PMID: 37787658 PMCID: PMC10604082 DOI: 10.1021/acsnano.3c03564] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 09/26/2023] [Indexed: 10/04/2023]
Abstract
Optical imaging has become an indispensable technology in the clinic. The molecular design of cell-targeted and highly sensitive materials, the validation of specific disease biomarkers, and the rapid growth of clinically compatible instrumentation have altogether revolutionized the way we use optical imaging in clinical settings. One prime example is the application of cancer-targeted molecular imaging agents in both trials and routine clinical use to define the margins of tumors and to detect lesions that are "invisible" to the surgeons, leading to improved resection of malignant tissues without compromising viable structures. In this Perspective, we summarize some of the key research advances in chemistry, biology, and engineering that have accelerated the translation of optical imaging technologies for use in human patients. Finally, our paper comments on several research areas where further work will likely render the next generation of technologies for translational optical imaging.
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Affiliation(s)
- Deborah Seah
- School
of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University Singapore 637371, Singapore
- Centre
for Inflammation Research, The University
of Edinburgh, EH16 4UU Edinburgh, U.K.
| | - Zhiming Cheng
- Centre
for Inflammation Research, The University
of Edinburgh, EH16 4UU Edinburgh, U.K.
- IRR
Chemistry Hub, Institute for Regeneration and Repair, The University of Edinburgh, EH16 4UU Edinburgh, U.K.
| | - Marc Vendrell
- Centre
for Inflammation Research, The University
of Edinburgh, EH16 4UU Edinburgh, U.K.
- IRR
Chemistry Hub, Institute for Regeneration and Repair, The University of Edinburgh, EH16 4UU Edinburgh, U.K.
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Sandor Z, Ujfalusi Z, Varga A. Application of a Self-developed, Low-budget Indocyanine Green Camera in Surgical Imaging - a Single Institution's Experiences. J Fluoresc 2023; 33:2099-2103. [PMID: 36988781 PMCID: PMC10539407 DOI: 10.1007/s10895-023-03224-0] [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: 01/27/2023] [Accepted: 03/21/2023] [Indexed: 03/30/2023]
Abstract
INTRODUCTION Indocyanine green is a fluorescent dye, the use of which is becoming more and more widespread in different areas of surgery. Several international studies deal with the dye's usefulness in intraoperative angiography, the localization of tumors, the more precise identification of anatomical structures, the detection of lymph nodes and lymph ducts, etc. The application of the dye is safe, but a suitable equipment park is required for its use, which entails relatively high costs. OBJECTIVES The aim of our research is to create a detector system on a low budget, to be used safely in everyday practice and to illustrate its operation with practical examples at our own institute. METHODS By modifying a web camera, using filter lenses and special LEDs, we created a device suitable for exciting and detecting indocyanine green fluorescence. We prove its excellent versatility during the following procedures at our institute: breast tumor surgery, kidney transplantation, bowel resection, parathyroid surgery and liver tumor resection. RESULTS The finished camera has an LED light source with a peak wavelength of 780 nm, and the incoming light is filtered by a bandpass filter with a center wavelength of 832 nm. A low budget ($112), easy-to-use tool was created, which is suitable for taking advantage of the opportunities provided by indocyanine green.
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Affiliation(s)
- Zoltan Sandor
- Department of Surgery, University of Pécs, Pécs, Hungary
| | | | - Adam Varga
- Department of Surgery, University of Pécs, Pécs, Hungary.
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Bianconi A, Bonada M, Zeppa P, Colonna S, Tartara F, Melcarne A, Garbossa D, Cofano F. How Reliable Is Fluorescence-Guided Surgery in Low-Grade Gliomas? A Systematic Review Concerning Different Fluorophores. Cancers (Basel) 2023; 15:4130. [PMID: 37627158 PMCID: PMC10452554 DOI: 10.3390/cancers15164130] [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: 06/29/2023] [Revised: 08/10/2023] [Accepted: 08/15/2023] [Indexed: 08/27/2023] Open
Abstract
BACKGROUND Fluorescence-guided surgery has been increasingly used to support glioma surgery with the purpose of obtaining a maximal safe resection, in particular in high-grade gliomas, while its role is less definitely assessed in low-grade gliomas. METHODS A systematic review was conducted. 5-aminolevulinic acid, sodium fluorescein, indocyanine green and tozuleristide were taken into account. The main considered outcome was the fluorescence rate, defined as the number of patients in whom positive fluorescence was detected out of the total number of patients. Only low-grade gliomas were considered, and data were grouped according to single fluorophores. RESULTS 16 papers about 5-aminolevulinic acid, 4 about sodium fluorescein, 2 about indocyanine green and 1 about tozuleristide were included in the systematic review. Regarding 5-aminolevulinic acid, a total of 467 low-grade glioma patients were included, and fluorescence positivity was detected in 34 out of 451 Grade II tumors (7.3%); while in Grade I tumors, fluorescence positivity was detected in 9 out of 16 cases. In 16 sodium fluorescein patients, seven positive fluorescent cases were detected. As far as indocyanine is concerned, two studies accounting for six patients (three positive) were included, while for tozuleristide, a single clinical trial with eight patients (two positive) was retrieved. CONCLUSIONS The current evidence does not support the routine use of 5-aminolevulinic acid or sodium fluorescein with a standard operating microscope because of the low fluorescence rates. New molecules, including tozuleristide, and new techniques for fluorescence detection have shown promising results; however, their use still needs to be clinically validated on a large scale.
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Affiliation(s)
- Andrea Bianconi
- Neurosurgery, Department of Neurosciences, University of Turin, 10126 Turin, Italy; (M.B.); (P.Z.); (A.M.); (D.G.); (F.C.)
| | - Marta Bonada
- Neurosurgery, Department of Neurosciences, University of Turin, 10126 Turin, Italy; (M.B.); (P.Z.); (A.M.); (D.G.); (F.C.)
| | - Pietro Zeppa
- Neurosurgery, Department of Neurosciences, University of Turin, 10126 Turin, Italy; (M.B.); (P.Z.); (A.M.); (D.G.); (F.C.)
| | - Stefano Colonna
- Neurosurgery, Department of Neurosciences, University of Turin, 10126 Turin, Italy; (M.B.); (P.Z.); (A.M.); (D.G.); (F.C.)
| | - Fulvio Tartara
- Headache Science and Neurorehabilitation Center, IRCCS Mondino Foundation, Department of Brain and Behavioral Sciences, University of Pavia, 27100 Pavia, Italy
| | - Antonio Melcarne
- Neurosurgery, Department of Neurosciences, University of Turin, 10126 Turin, Italy; (M.B.); (P.Z.); (A.M.); (D.G.); (F.C.)
| | - Diego Garbossa
- Neurosurgery, Department of Neurosciences, University of Turin, 10126 Turin, Italy; (M.B.); (P.Z.); (A.M.); (D.G.); (F.C.)
| | - Fabio Cofano
- Neurosurgery, Department of Neurosciences, University of Turin, 10126 Turin, Italy; (M.B.); (P.Z.); (A.M.); (D.G.); (F.C.)
- Humanitas Gradenigo, 10100 Turin, Italy
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Kennedy GT, Azari FS, Chang A, Nadeem B, Bernstein E, Segil A, Din A, Desphande C, Okusanya O, Keating J, Predina J, Newton A, Kucharczuk JC, Singhal S. Single-institution experience of 500 pulmonary resections guided by intraoperative molecular imaging. J Thorac Cardiovasc Surg 2023; 165:1928-1938.e1. [PMID: 36863974 PMCID: PMC10311075 DOI: 10.1016/j.jtcvs.2022.12.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 12/04/2022] [Accepted: 12/06/2022] [Indexed: 01/31/2023]
Abstract
OBJECTIVE Intraoperative molecular imaging (IMI) using tumor-targeted optical contrast agents can improve thoracic cancer resections. There are no large-scale studies to guide surgeons in patient selection or imaging agent choice. Here, we report our institutional experience with IMI for lung and pleural tumor resection in 500 patients over a decade. METHODS Between December 2011 and November 2021, patients with lung or pleural nodules undergoing resection were preoperatively infused with 1 of 4 optical contrast tracers: EC17, TumorGlow, pafolacianine, or SGM-101. Then, during resection, IMI was used to identify pulmonary nodules, confirm margins, and identify synchronous lesions. We retrospectively reviewed patient demographic data, lesion diagnoses, and IMI tumor-to-background ratios (TBRs). RESULTS Five hundred patients underwent resection of 677 lesions. We found that there were 4 types of clinical utility of IMI: detection of positive margins (n = 32, 6.4% of patients), identification of residual disease after resection (n = 37, 7.4%), detection of synchronous cancers not predicted on preoperative imaging (n = 26, 5.2%), and minimally invasive localization of nonpalpable lesions (n = 101 lesions, 14.9%). Pafolacianine was most effective for adenocarcinoma-spectrum malignancies (mean TBR, 2.84), and TumorGlow was most effective for metastatic disease and mesothelioma (TBR, 3.1). False-negative fluorescence was primarily seen in mucinous adenocarcinomas (mean TBR, 1.8), heavy smokers (>30 pack years; TBR, 1.9), and tumors greater than 2.0 cm from the pleural surface (TBR, 1.3). CONCLUSIONS IMI may be effective in improving resection of lung and pleural tumors. The choice of IMI tracer should vary by the surgical indication and the primary clinical challenge.
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Affiliation(s)
- Gregory T Kennedy
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pa
| | - Feredun S Azari
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pa
| | - Ashley Chang
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pa
| | - Bilal Nadeem
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pa
| | - Elizabeth Bernstein
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pa
| | - Alix Segil
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pa
| | - Azra Din
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pa
| | - Charuhas Desphande
- Department of Pathology, University of Pennsylvania School of Medicine, Philadelphia, Pa
| | | | - Jane Keating
- Department of Surgery, Hartford Hospital, Hartford, Conn
| | - Jarrod Predina
- Department of Surgery, Massachusetts General Hospital, Boston, Mass
| | - Andrew Newton
- Department of Surgery, MD Anderson Cancer Center, Houston, Tex
| | - John C Kucharczuk
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pa
| | - Sunil Singhal
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pa.
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Fully Integrated Ultra-thin Intraoperative Micro-imager for Cancer Detection Using Upconverting Nanoparticles. Mol Imaging Biol 2023; 25:168-179. [PMID: 35312938 PMCID: PMC9970948 DOI: 10.1007/s11307-022-01710-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 02/09/2022] [Accepted: 02/10/2022] [Indexed: 10/18/2022]
Abstract
PURPOSE Intraoperative detection and removal of microscopic residual disease (MRD) remain critical to the outcome of cancer surgeries. Today's minimally invasive surgical procedures require miniaturization and surgical integration of highly sensitive imagers to seamlessly integrate into the modern clinical workflow. However, current intraoperative imagers remain cumbersome and still heavily dependent on large lenses and rigid filters, precluding further miniaturization and integration into surgical tools. PROCEDURES We have successfully engineered a chip-scale intraoperative micro-imager array-without optical filters or lenses-integrated with lanthanide-based alloyed upconverting nanoparticles (aUCNPs) to achieve tissue imaging using a single micro-chip. This imaging platform is able to leverage the unique optical properties of aUCNPs (long luminescent lifetime, high-efficiency upconversion, no photobleaching) by utilizing a time-resolved imaging method to acquire images using a 36-by-80-pixel, 2.3 mm [Formula: see text] 4.8 mm silicon-based electronic imager micro-chip, that is, less than 100-µm thin. Each pixel incorporates a novel architecture enabling automated background measurement and cancellation. We have validated the performance, spatial resolution, and the background cancellation scheme of the imaging platform, using resolution test targets and mouse prostate tumor sample intratumorally injected with aUCNPs. To demonstrate the ability to image MRD, or tumor margins, we evaluated the imaging platform in visualizing a single-cell thin section of the injected prostate tumor sample. RESULTS Tested on USAF resolution targets, the imager is able to achieve a resolution of 71 µm. We have also demonstrated successful background cancellation, achieving a signal-to-background ratio of 8 when performing ex vivo imaging on aUCNP-injected prostate tumor sample, improved from originally 0.4. The performance of the imaging platform on single-cell layer sections was also evaluated and the sensor achieved a signal-to-background ratio of 4.3 in resolving cell clusters with sizes as low as 200 cells. CONCLUSION The imaging system proposed here is a scalable chip-scale ultra-thin alternative for bulky conventional intraoperative imagers. Its novel pixel architecture and background correction scheme enable visualization of microscopic-scale residual disease while remaining completely free of lenses and filters, achieving an ultra-miniaturized form factor-critical for intraoperative settings.
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Kennedy GT, Azari FS, Chang A, Nadeem B, Bernstein E, Segil A, Din A, Marfatia I, Desphande C, Okusanya O, Keating J, Predina J, Newton A, Kucharczuk JC, Singhal S. Comparative Experience of Short-wavelength Versus Long-wavelength Fluorophores for Intraoperative Molecular Imaging of Lung Cancer. Ann Surg 2022; 276:711-719. [PMID: 35837887 PMCID: PMC9463092 DOI: 10.1097/sla.0000000000005596] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Intraoperative molecular imaging (IMI) using tumor-targeted optical contrast agents can improve cancer resections. The optimal wavelength of the IMI tracer fluorophore has never been studied in humans and has major implications for the field. To address this question, we investigated 2 spectroscopically distinct fluorophores conjugated to the same targeting ligand. METHODS Between December 2011 and November 2021, patients with primary lung cancer were preoperatively infused with 1 of 2 folate receptor-targeted contrast tracers: a short-wavelength folate-fluorescein (EC17; λ em =520 nm) or a long-wavelength folate-S0456 (pafolacianine; λ em =793 nm). During resection, IMI was utilized to identify pulmonary nodules and confirm margins. Demographic data, lesion diagnoses, and fluorescence data were collected prospectively. RESULTS Two hundred eighty-two patients underwent resection of primary lung cancers with either folate-fluorescein (n=71, 25.2%) or pafolacianine (n=211, 74.8%). Most tumors (n=208, 73.8%) were invasive adenocarcinomas. We identified 2 clinical applications of IMI: localization of nonpalpable lesions (n=39 lesions, 13.8%) and detection of positive margins (n=11, 3.9%). In each application, the long-wavelength tracer was superior to the short-wavelength tracer regarding depth of penetration, signal-to-background ratio, and frequency of event. Pafolacianine was more effective for detecting subpleural lesions (mean signal-to-background ratio=2.71 vs 1.73 for folate-fluorescein, P <0.0001). Limit of signal detection was 1.8 cm from the pleural surface for pafolacianine and 0.3 cm for folate-fluorescein. CONCLUSIONS Long-wavelength near-infrared fluorophores are superior to short-wavelength IMI fluorophores in human tissues. Therefore, future efforts in all human cancers should likely focus on long-wavelength agents.
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Affiliation(s)
- Gregory T Kennedy
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Feredun S Azari
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Ashley Chang
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Bilal Nadeem
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Elizabeth Bernstein
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Alix Segil
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Azra Din
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Isvita Marfatia
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Charuhas Desphande
- Department of Pathology, University of Pennsylvania School of Medicine, Philadelphia, PA
| | | | - Jane Keating
- Department of Surgery, Hartford Hospital, Hartford, CT
| | - Jarrod Predina
- Department of Surgery, Massachusetts General Hospital, Boston, MA
| | - Andrew Newton
- Department of Surgery, MD Anderson Cancer Center, Houston, TX
| | - John C Kucharczuk
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Sunil Singhal
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA
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Lui NS, Singhal S. Intraoperative Molecular Imaging of Lung Cancer. Surg Oncol Clin N Am 2022; 31:685-693. [DOI: 10.1016/j.soc.2022.06.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Bryski MG, Frenzel-Sulyok LG, Delikatny EJ, Deshpande C, Litzky LA, Singhal S. Molecular imaging can identify the location to perform a frozen biopsy during intraoperative frozen section consultation. PLoS One 2021; 16:e0252731. [PMID: 34086790 PMCID: PMC8177495 DOI: 10.1371/journal.pone.0252731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 05/20/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Intraoperative frozen section (FS) consultation is an important tool in surgical oncology that suffers from sampling error because the pathologist does not always know where to perform a biopsy of the surgical specimen. Intraoperative molecular imaging is a technology used in the OR to visualize lesions during surgery. We hypothesized that molecular imaging can address this pathology challenge in FS by visualizing the cancer cells in the specimen in the pathology suite. Here, we report the development and validation of a molecular-imaging capable cryostat called Smart-Cut. METHODS A molecular imaging capable cryostat prototype was developed and tested using a murine model. Tumors grown in mice were targeted with a NIR contrast agent, indocyanine green (ICG), via tail vein injection. Tumors and adjacent normal tissue samples were frozen sectioned with Smart-Cut. Fluorescent sections and non-fluorescent sections were prepared for H&E and fluorescent microscopy. Fluorescent signal was quantified by tumor-to-background ratio (TBR). NIR fluorescence was tested in one patient enrolled in a clinical trial. RESULTS The Smart-Cut prototype has a small footprint and fits well in the pathology suite. Fluorescence imaging with Smart-Cut identified cancerous tissue in the specimen in all 12 mice. No false positives or false negatives were seen, as confirmed by H&E. The mean TBR in Smart-Cut positive tissue sections was 6.8 (SD±3.8). In a clinical application in the pathology suite, NIR imaging identified two lesions in a pulmonary resection specimen, where traditional grossing only identified one. CONCLUSION Molecular imaging can be integrated into the pathology suite via the Smart-Cut device, and can detect cancer in frozen tissue sections using molecular imaging in a murine model.
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Affiliation(s)
- Mitchell G. Bryski
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Lydia G. Frenzel-Sulyok
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - E. James Delikatny
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Charuhas Deshpande
- Department of Pathology & Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Leslie A. Litzky
- Department of Pathology & Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Sunil Singhal
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
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Tumor Accumulation and Off-Target Biodistribution of an Indocyanine-Green Fluorescent Nanotracer: An Ex Vivo Study on an Orthotopic Murine Model of Breast Cancer. Int J Mol Sci 2021; 22:ijms22041601. [PMID: 33562574 PMCID: PMC7915532 DOI: 10.3390/ijms22041601] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Revised: 02/01/2021] [Accepted: 02/02/2021] [Indexed: 12/15/2022] Open
Abstract
Indocyanine green (ICG) is a near infrared fluorescent tracer used in image-guided surgery to assist surgeons during resection. Despite appearing as a very promising tool for surgical oncology, its employment in this area is limited to lymph node mapping or to laparoscopic surgery, as it lacks tumor targeting specificity. Recently, a nanoformulation of this dye has been proposed with the aim toward tumor targeting specificity in order to expand its employment in surgical oncology. This nanosystem is constituted by 24 monomers of H-Ferritin (HFn), which self-assemble into a spherical cage structure enclosing the indocyanine green fluorescent tracer. These HFn nanocages were demonstrated to display tumor homing due to the specific interaction between the HFn nanocage and transferrin receptor 1, which is overexpressed in most tumor tissues. Here, we provide an ex vivo detailed comparison between the biodistribution of this nanotracer and free ICG, combining the results obtained with the Karl Storz endoscope that is currently used in clinical practice and the quantification of the ICG signal derived from the fluorescence imaging system IVIS Lumina II. These insights demonstrate the suitability of this novel HFn-based nanosystem in fluorescence-guided oncological surgery.
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Abdelhafeez A, Talbot L, Murphy AJ, Davidoff AM. Indocyanine Green-Guided Pediatric Tumor Resection: Approach, Utility, and Challenges. Front Pediatr 2021; 9:689612. [PMID: 34616696 PMCID: PMC8489593 DOI: 10.3389/fped.2021.689612] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Accepted: 08/25/2021] [Indexed: 11/13/2022] Open
Abstract
Incomplete tumor resection increases the risk of local recurrence. However, the standard of care approach to distinguishing tumor tissue is less than optimal, as it depends on a conglomeration of preoperative imaging and visual and tactile indicators in real time. This approach is associated with a significant risk of inadequate resection; therefore, a novel approach that delineates the accurate intraoperative definition of pediatric tumors is urgently needed. To date, there is no reliable method for the intraoperative assessment of tumor extent and real-time differentiation between tumor- involved tissues and tumor-free tissues. Use of intraoperative frozen sections is challenging, time consuming, and covers a small surface area. Increased vascular permeability and impaired lymphatic drainage in the tumor microenvironment leads to an enhanced permeability and retention effect of small molecules. ICG is a fluorescent dye that when administered intravenously accumulates passively in the tumor because of EPR, thereby providing some tumor contrast for intraoperative real-time tumor recognition. Preclinical and clinical studies suggest that the tumor-to-background fluorescence ratio is optimized when imaging is obtained 24 h after dye injection, and many studies suggest using a high dose of ICG to optimize dye retention in the tumor tissue. However, in childhood cancers, little is known about the ideal dosing, applications, and challenges of ICG-guided tumor resection. This retrospective study examines the feasibility of ICG-guided tumor resection in common childhood solid tumors such as neuroblastoma, sarcomas, hepatic tumors, pulmonary metastases, and other rare tumors. Pediatric dosing and challenges related to the optimization of tumor-to-background ratio are also examined.
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Affiliation(s)
| | - Lindsay Talbot
- Department of Surgery, St. Jude Children Research Hospital, Memphis, TN, United States
| | - Andrew J Murphy
- Department of Surgery, St. Jude Children Research Hospital, Memphis, TN, United States
| | - Andrew M Davidoff
- Department of Surgery, St. Jude Children Research Hospital, Memphis, TN, United States
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12
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Mela C, Liu Y. Comprehensive characterization method for a fluorescence imaging system. APPLIED OPTICS 2019; 58:8237-8246. [PMID: 31674496 DOI: 10.1364/ao.58.008237] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2019] [Accepted: 09/05/2019] [Indexed: 06/10/2023]
Abstract
Fluorescence imaging systems are regularly characterized by their ability to distinguish varying concentrations of fluorophores in a solution or tissue phantom. However, there is inadequate standardization in the field for fluorescence characterization. In this study, we characterize a fluorescence imaging system developed for pathogen detection, regarding its ability to detect a near-infrared dye. During this process, we vary a number of key factors involved in fluorescence imaging, such as the excitation intensity, background level, working distance, volume of fluorescent solution, and type of container used to hold the fluorescent solution. We then analyze the results, with statistical rigor, to determine which factors result in significant changes in fluorescence detection. Notably, we found that using different types of containers to hold the dye solution can have a significant impact on fluorescence detection, while the effects of working distance and excitation intensity can vary. Based on our findings, greater standardization, or at least more thorough reporting of the experimental setup, is recommended to researchers when publishing characterization results of new imaging systems.
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Qi C, Zhang H, Chen Y, Su S, Wang X, Huang X, Fang C, Li B, Xia X, He P. Effectiveness and safety of indocyanine green fluorescence imaging-guided hepatectomy for liver tumors: A systematic review and first meta-analysis. Photodiagnosis Photodyn Ther 2019; 28:346-353. [PMID: 31600578 DOI: 10.1016/j.pdpdt.2019.10.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Revised: 09/29/2019] [Accepted: 10/04/2019] [Indexed: 12/13/2022]
Abstract
BACKGROUND This meta-analysis was conducted to evaluate the effectiveness and safety of indocyanine green fluorescence imaging-guided hepatectomy(FIGH) for liver tumors. METHODS Clinical studies were retrieved from the PubMed, Embase, Cochrane Library, Medline and Web of Science electronic databases. Primary outcomes included operative time, blood loss, blood transfusion, hospital stay, R0 resection, postoperative complications, postoperative mortality and 1-year recurrence rate. Study-specific effect sizes and their 95% confidence intervals (CIs) were combined to calculate the pooled value using a fixed-effects or random-effects model. RESULTS Six studies comprising 587 patients were included. Major operative time (mean difference [MD] = -55.45; 95% CI = -78.85- -32.05), blood loss (MD = 12.99; 95% CI = 12.00-13.97), hospital stay (rate difference [RD] = -12.61; 95% CI = -15.06- -10.17), and postoperative complications (RD = -0.07; 95% CI = -0.12- -0.01) were all less in the FIGH group than in the traditional hepatectomy(TH) group. No differences were found in blood transfusion, R0 resection or 1-year recurrence rate. No perioperative mortality was observed in either group. CONCLUSION Based on current evidence, applying indocyanine green fluorescence imaging technology to accurately diagnose and treat liver tumors can effectively reduce operative time, blood loss, hospital stay and postoperative complications.
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Affiliation(s)
- Chi Qi
- Department of Nuclear Medicine, Affiliated Hospital, Southwest Medical University, Luzhou, 646000, China; Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, 646000, China
| | - Hao Zhang
- Department of Hepatobiliary Surgery, Affiliated Hospital, Southwest Medical University, Luzhou, 646000, China
| | - Yue Chen
- Department of Nuclear Medicine, Affiliated Hospital, Southwest Medical University, Luzhou, 646000, China; Nuclear Medicine and Molecular Imaging Key Laboratory of Sichuan Province, Luzhou, 646000, China
| | - Song Su
- Department of Hepatobiliary Surgery, Affiliated Hospital, Southwest Medical University, Luzhou, 646000, China
| | - XiaoFeng Wang
- Department of Radiology, Affiliated Hospital, Southwest Medical University, Luzhou, 646000, China
| | - XinQiao Huang
- Department of Radiology, Affiliated Hospital, Southwest Medical University, Luzhou, 646000, China
| | - Cheng Fang
- Department of Hepatobiliary Surgery, Affiliated Hospital, Southwest Medical University, Luzhou, 646000, China
| | - Bo Li
- Department of Hepatobiliary Surgery, Affiliated Hospital, Southwest Medical University, Luzhou, 646000, China
| | - XianMing Xia
- Department of Hepatobiliary Surgery, Affiliated Hospital, Southwest Medical University, Luzhou, 646000, China; Academician(Expert)Workstation of Sichuan Province, Luzhou, 646000, China.
| | - Pan He
- Department of Hepatobiliary Surgery, Affiliated Hospital, Southwest Medical University, Luzhou, 646000, China; Academician(Expert)Workstation of Sichuan Province, Luzhou, 646000, China; Department of Anesthesiology, Affiliated Hospital, Southwest Medical University, Luzhou, 646000, China.
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14
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He P, Su S, Fang C, He K, Chi C, Xia X, Tian J, Li B. Residual cancerous lesion and vein tumour thrombus identified intraoperatively using a fluorescence navigation system in liver surgery. ANZ J Surg 2019; 89:E308-E314. [PMID: 31218810 DOI: 10.1111/ans.15282] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2019] [Revised: 03/26/2019] [Accepted: 04/16/2019] [Indexed: 01/06/2023]
Abstract
AIM The main aims of this study are to investigate the clinical application value of using indocyanine green fluorescence imaging for ensuring complete resection of tumour tissue during hepatectomy and to evaluate the diagnostic efficacy of near-infrared (NIR) fluorescence imaging system using indocyanine green in hepatectomy. METHODS After undergoing liver resection at the Affiliated Hospital of Southwest Medical University from July 2017 to May 2018, 35 eligible patients were included in this study. The liver surface and resection margin were intraoperatively assessed by intraoperative ultrasonography and NIR fluorescence imaging, after intravenous administration of indocyanine green (0.5 mg/kg) 72-96 h prior to surgery. The intraoperative observations were compared with the pathological findings in the liver. RESULTS In the 35 patients, a total of 53 lesions were found, of which 42 were malignant lesions. The analysis results showed that the sensitivity and accuracy of detection using NIR fluorescence imaging were significantly higher than with intraoperative ultrasonography (P < 0.05). However, there was no difference between contrast-enhanced helical computed tomography and NIR fluorescence imaging in finding lesions (P > 0.05). In addition, 11 new suspicious lesions were detected only by NIR fluorescence imaging in the liver surface and resection margin during surgery, four of which were hepatocellular carcinoma. We also detected four vein tumour thrombi using the NIR fluorescence navigation system. CONCLUSIONS The NIR fluorescence navigation system enables the identification of small tumours, residual cancer tissues in resection margin and venous tumour embolies in real time and enhances the accuracy and integrity of liver resection.
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Affiliation(s)
- Pan He
- Department of Hepatobiliary Surgery, Affiliated Hospital of Southwest Medical University, Luzhou, China.,Department of Anesthesiology, Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Song Su
- Department of Hepatobiliary Surgery, Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Cheng Fang
- Department of Hepatobiliary Surgery, Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Kai He
- Department of Hepatobiliary Surgery, Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Chongwei Chi
- Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China.,Beijing Digital Precision Medicine Technology Co. Ltd., Beijing, China
| | - Xianming Xia
- Department of Hepatobiliary Surgery, Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Jie Tian
- Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China
| | - Bo Li
- Department of Hepatobiliary Surgery, Affiliated Hospital of Southwest Medical University, Luzhou, China
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15
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Zheng Y, Yang H, Wang H, Kang K, Zhang W, Ma G, Du S. Fluorescence-guided surgery in cancer treatment: current status and future perspectives. ANNALS OF TRANSLATIONAL MEDICINE 2019; 7:S6. [PMID: 31032287 DOI: 10.21037/atm.2019.01.26] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Yongchang Zheng
- Department of Liver Surgery, Peking Union Medical College (PUMC) Hospital, PUMC & Chinese Academy of Medical Sciences, Beijing 100730, China
| | - Huayu Yang
- Department of Liver Surgery, Peking Union Medical College (PUMC) Hospital, PUMC & Chinese Academy of Medical Sciences, Beijing 100730, China
| | - Henan Wang
- Department of Liver Surgery, Peking Union Medical College (PUMC) Hospital, PUMC & Chinese Academy of Medical Sciences, Beijing 100730, China
| | - Kai Kang
- Department of Liver Surgery, Peking Union Medical College (PUMC) Hospital, PUMC & Chinese Academy of Medical Sciences, Beijing 100730, China
| | - Wenkai Zhang
- Center for Advanced Quantum Studies, Department of Physics and Applied Optics, Beijing Area Major Laboratory, Beijing Normal University, Beijing 100875, China
| | - Gang Ma
- Key Laboratory of Medicinal Chemistry and Molecular Diagnosis of Ministry of Education, Key Laboratory of Analytical Science and Technology of Hebei Province, College of Chemistry and Environmental Science, Hebei University, Baoding 071002, China
| | - Shunda Du
- Department of Liver Surgery, Peking Union Medical College (PUMC) Hospital, PUMC & Chinese Academy of Medical Sciences, Beijing 100730, China
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16
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Predina JD, Okusanya O, D Newton A, Low P, Singhal S. Standardization and Optimization of Intraoperative Molecular Imaging for Identifying Primary Pulmonary Adenocarcinomas. Mol Imaging Biol 2018; 20:131-138. [PMID: 28497233 DOI: 10.1007/s11307-017-1076-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
PURPOSE Intraoperative molecular imaging (IMI) is an emerging technology used to locate pulmonary adenocarcinomas and identify positive margins during surgery. Background noise and tissue autofluorescence have been major obstacles. The goal of this study is to optimize the image quality of folate receptor alpha (FRα) targeted IMI for pulmonary adenocarcinomas by modifying emission data. PROCEDURES A total of 15 lung cancer patients were enrolled in a pilot study. In the first cohort, FRα upregulation within pulmonary adenocarcinoma tumors was confirmed by analyzing specimens from five pulmonary adenocarcinoma patients with flow cytometry and immunohistochemistry. Next, in a cohort of five additional patients, autofluorescence of intrathoracic structures and tissues was quantified. Lastly, five patients with tumors at various depths from the pleural surface were enrolled and received the FRα-targeted optical contrast agent, EC17. In this final cohort, resected pulmonary adenocarcinomas were imaged at a wide range of fluorescence exposure times (0 to 200 ms), various laser powers, and with unique filter configurations. Tumor-to-noise ratio (TNR) for images was generated using region of interest software. RESULTS Pulmonary adenocarcinomas highly express FRα. Significant autofluorescence from native thoracic tissues was found with the highest fluorescent signals at the bronchial stump (547 ± 98, range 423-699), the pulmonary artery (267 ± 64, range 200-374), and cortical bone (266 ± 17, range 243-287). High levels of autofluorescence were appreciated after systemic administration of EC17; however, TNR was improved by altering exposure settings at the time of the imaging. Optimal fluorescent exposure time occurs at 40 ms (25 frames/s). CONCLUSIONS Exposure properties can be manipulated to maximize TNR thus allowing for successful intraoperative detection of pulmonary adenocarcinomas during surgery. Optimization of the conditions for intraoperative molecular imaging sets the stage for future clinical trials utilizing targeted IMI techniques which can aid the surgeon at the time of cancer resection.
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Affiliation(s)
- Jarrod D Predina
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania School of Medicine, 6 White Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA.,Center for Precision Surgery, Abramson Cancer Center, University of Pennsylvania School of Medicine, Philadelphia, PA, 19104, USA
| | - Olugbenga Okusanya
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania School of Medicine, 6 White Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA.,Center for Precision Surgery, Abramson Cancer Center, University of Pennsylvania School of Medicine, Philadelphia, PA, 19104, USA
| | - Andrew D Newton
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania School of Medicine, 6 White Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA.,Center for Precision Surgery, Abramson Cancer Center, University of Pennsylvania School of Medicine, Philadelphia, PA, 19104, USA
| | - Philip Low
- Department of Chemistry, Purdue University, West Lafayette, IN, USA
| | - Sunil Singhal
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania School of Medicine, 6 White Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA. .,Center for Precision Surgery, Abramson Cancer Center, University of Pennsylvania School of Medicine, Philadelphia, PA, 19104, USA.
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17
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Newton AD, Predina JD, Frenzel-Sulyok LG, Shin MH, Wang Y, Singhal S. Intraoperative near-infrared imaging can identify sub-centimeter colorectal cancer lung metastases during pulmonary metastasectomy. J Thorac Dis 2018; 10:E544-E548. [PMID: 30174930 DOI: 10.21037/jtd.2018.06.161] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Affiliation(s)
- Andrew D Newton
- Center for Precision Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jarrod D Predina
- Center for Precision Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Division of Thoracic Surgery, Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Lydia G Frenzel-Sulyok
- Center for Precision Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Division of Thoracic Surgery, Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Michael H Shin
- Center for Precision Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Division of Thoracic Surgery, Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Yiqing Wang
- College of Engineering and Applied Sciences, Nanjing University, Nanjing 210000, China
| | - Sunil Singhal
- Center for Precision Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Division of Thoracic Surgery, Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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18
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Marciscano AE, Ghasemzadeh A, Nirschl TR, Theodros D, Kochel CM, Francica BJ, Muroyama Y, Anders RA, Sharabi AB, Velarde E, Mao W, Chaudhary KR, Chaimowitz MG, Wong J, Selby MJ, Thudium KB, Korman AJ, Ulmert D, Thorek DLJ, DeWeese TL, Drake CG. Elective Nodal Irradiation Attenuates the Combinatorial Efficacy of Stereotactic Radiation Therapy and Immunotherapy. Clin Cancer Res 2018; 24:5058-5071. [PMID: 29898992 DOI: 10.1158/1078-0432.ccr-17-3427] [Citation(s) in RCA: 212] [Impact Index Per Article: 30.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Revised: 04/18/2018] [Accepted: 06/08/2018] [Indexed: 01/18/2023]
Abstract
Purpose: In the proper context, radiotherapy can promote antitumor immunity. It is unknown if elective nodal irradiation (ENI), a strategy that irradiates tumor-associated draining lymph nodes (DLN), affects adaptive immune responses and combinatorial efficacy of radiotherapy with immune checkpoint blockade (ICB).Experimental Design: We developed a preclinical model to compare stereotactic radiotherapy (Tumor RT) with or without ENI to examine immunologic differences between radiotherapy techniques that spare or irradiate the DLN.Results: Tumor RT was associated with upregulation of an intratumoral T-cell chemoattractant chemokine signature (CXCR3, CCR5-related) that resulted in robust infiltration of antigen-specific CD8+ effector T cells as well as FoxP3+ regulatory T cells (Tregs). The addition of ENI attenuated chemokine expression, restrained immune infiltration, and adversely affected survival when combined with ICB, especially with anti-CLTA4 therapy. The combination of stereotactic radiotherapy and ICB led to long-term survival in a subset of mice and was associated with favorable CD8 effector-to-Treg ratios and increased intratumoral density of antigen-specific CD8+ T cells. Although radiotherapy technique (Tumor RT vs. ENI) affected initial tumor control and survival, the ability to reject tumor upon rechallenge was partially dependent upon the mechanism of action of ICB; as radiotherapy/anti-CTLA4 was superior to radiotherapy/anti-PD-1.Conclusions: Our results highlight that irradiation of the DLN restrains adaptive immune responses through altered chemokine expression and CD8+ T-cell trafficking. These data have implications for combining radiotherapy and ICB, long-term survival, and induction of immunologic memory. Clinically, the immunomodulatory effect of the radiotherapy strategy should be considered when combining stereotactic radiotherapy with immunotherapy. Clin Cancer Res; 24(20); 5058-71. ©2018 AACR.
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Affiliation(s)
- Ariel E Marciscano
- Department of Radiation Oncology & Molecular Radiation Sciences, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ali Ghasemzadeh
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Thomas R Nirschl
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Debebe Theodros
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christina M Kochel
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Brian J Francica
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Yuki Muroyama
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Robert A Anders
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Pathology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Andrew B Sharabi
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, Moores Cancer Center, San Diego, California
| | - Esteban Velarde
- Department of Radiation Oncology & Molecular Radiation Sciences, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Wendy Mao
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kunal R Chaudhary
- Department of Radiation Oncology, Columbia University Medical Center, New York, New York
| | - Matthew G Chaimowitz
- Division of Hematology and Oncology, Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, New York
| | - John Wong
- Department of Radiation Oncology & Molecular Radiation Sciences, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Mark J Selby
- Bristol-Myers Squibb Company, Redwood City, California
| | | | - Alan J Korman
- Bristol-Myers Squibb Company, Redwood City, California
| | - David Ulmert
- Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Daniel L J Thorek
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Division of Nuclear Medicine and Molecular Imaging, Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Theodore L DeWeese
- Department of Radiation Oncology & Molecular Radiation Sciences, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Charles G Drake
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland. .,Division of Hematology and Oncology, Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, New York
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19
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Tsukiyama A, Murai Y, Matano F, Shirokane K, Morita A. Optical effects on the surrounding structure during quantitative analysis using indocyanine green videoangiography: A phantom vessel study. JOURNAL OF BIOPHOTONICS 2018; 11:e201700254. [PMID: 29193774 DOI: 10.1002/jbio.201700254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2017] [Accepted: 11/26/2017] [Indexed: 06/07/2023]
Abstract
Various reports have been published regarding quantitative evaluations of intraoperative fluorescent intensity studies using indocyanine green (ICG) with videoangiography (VAG). The effects of scattering and point-spread functions (PSF) on quantitative ICG-VAG evaluations have not been investigated. Clinically, when ICG is administered through the peripheral vein, it reaches the tissue intra-arterially. To achieve more reliable intraoperative quantitative intensity evaluations, we examined the impact of high-intensity structures on close areas. The study was conducted using a phantom model and surgical fluorescent microscope. A region of interest (ROI) was created for the vessel model and another ROI was created within 3 cm of that. With an ROI of 6.8 mm in the vessel phantom model, 10% intensity was confirmed, even though there was no fluorescent structure. Intensity decreased gradually as the ROI moved further from the vessel model. Our study results suggest that the presence of a high-intensity structure and the size of the ROI may affect quantitative intensity evaluations using ICG-VAG. Results of linear regression analysis indicate that the relationship of intensity (Y) and distance (X) is as follows: Y(real/A) = 29 Exp(-0.062X) + 164.3 Exp(-1.81X). The optical effect should be considered when performing an intraoperative intensity study with a surgical microscope.
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Affiliation(s)
- Atsushi Tsukiyama
- Department of Neurological Surgery, Nippon Medical School, 1-1-5 Sendagi, Bunkyo-ku, Tokyo, 113-86, Japan
| | - Yasuo Murai
- Department of Neurological Surgery, Nippon Medical School, 1-1-5 Sendagi, Bunkyo-ku, Tokyo, 113-86, Japan
| | - Fumihiro Matano
- Department of Neurological Surgery, Nippon Medical School, 1-1-5 Sendagi, Bunkyo-ku, Tokyo, 113-86, Japan
| | - Kazutaka Shirokane
- Department of Neurological Surgery, Nippon Medical School, 1-1-5 Sendagi, Bunkyo-ku, Tokyo, 113-86, Japan
| | - Akio Morita
- Department of Neurological Surgery, Nippon Medical School, 1-1-5 Sendagi, Bunkyo-ku, Tokyo, 113-86, Japan
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20
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Lee JYK, Pierce JT, Thawani JP, Zeh R, Nie S, Martinez-Lage M, Singhal S. Near-infrared fluorescent image-guided surgery for intracranial meningioma. J Neurosurg 2018; 128:380-390. [PMID: 28387632 PMCID: PMC10985532 DOI: 10.3171/2016.10.jns161636] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
OBJECTIVE Meningiomas are the most common primary tumor of the central nervous system. Complete resection can be curative, but intraoperative identification of dural tails and tumor remnants poses a clinical challenge. Given data from preclinical studies and previous clinical trials, the authors propose a novel method of localizing tumor tissue and identifying residual disease at the margins via preoperative systemic injection of a near-infrared (NIR) fluorescent contrast dye. This technique, what the authors call "second-window indocyanine green" (ICG), relies on the visualization of ICG approximately 24 hours after intravenous injection. METHODS Eighteen patients were prospectively identified and received 5 mg/kg of second-window ICG the day prior to surgery. An NIR camera was used to localize the tumor prior to resection and to inspect the margins following standard resection. The signal to background ratio (SBR) of the tumor to the normal brain parenchyma was measured in triplicate. Gross tumor and margin specimens were qualitatively reported with respect to fluorescence. Neuropathological diagnosis served as the reference gold standard to calculate the sensitivity and specificity of the imaging technique. RESULTS Eighteen patients harbored 15 WHO Grade I and 3 WHO Grade II meningiomas. Near-infrared visualization during surgery ranged from 18 to 28 hours (mean 23 hours) following second-window ICG infusion. Fourteen of the 18 tumors demonstrated a markedly elevated SBR of 5.6 ± 1.7 as compared with adjacent brain parenchyma. Four of the 18 patients showed an inverse pattern of NIR signal, that is, stronger in the adjacent normal brain than in the tumor (SBR 0.31 ± 0.1). The best predictor of inversion was time from injection, as the patients who were imaged earlier were more likely to demonstrate an appropriate SBR. The second-window ICG technique demonstrated a sensitivity of 96.4%, specificity of 38.9%, positive predictive value of 71.1%, and a negative predictive value of 87.5% for tumor. CONCLUSIONS Systemic injection of NIR second-window ICG the day before surgery can be used to visualize meningiomas intraoperatively. Intraoperative NIR imaging provides higher sensitivity in identifying meningiomas than the unassisted eye. In this study, 14 of the 18 patients with meningioma demonstrated a strong SBR compared with adjacent brain. In the future, reducing the time interval from dye injection to intraoperative imaging may improve fluorescence at the margins, though this approach requires further investigation. Clinical trial registration no.: NCT02280954 ( clincialtrials.gov ).
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Affiliation(s)
- John Y. K. Lee
- Department of Neurosurgery, Hospital of the University of Pennsylvania
- Center for Precision Surgery, Abramson Cancer Center, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - John T. Pierce
- Department of Neurosurgery, Hospital of the University of Pennsylvania
| | - Jayesh P. Thawani
- Department of Neurosurgery, Hospital of the University of Pennsylvania
| | - Ryan Zeh
- Department of Neurosurgery, Hospital of the University of Pennsylvania
| | - Shuming Nie
- Department of Chemistry, Emory University School of Medicine, Atlanta, Georgia
| | | | - Sunil Singhal
- Department of Surgery, Hospital of the University of Pennsylvania
- Center for Precision Surgery, Abramson Cancer Center, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
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21
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Elagin VV, Shakhova MA, Sirotkina MA, Shakhov AV, Pavlova NP, Snopova LB, Bredikhin VI, Kamensky VA. Can "Indirect" Contact Laser Surgery be Used for Fluorescence-Image Guided Tumor Resections? Preliminary Results. Technol Cancer Res Treat 2018; 17:1533033818805715. [PMID: 30343643 PMCID: PMC6198398 DOI: 10.1177/1533033818805715] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Ensuring the complete removal of tumor tissue is the main challenge during resection operations. Recently, a technique of “indirect” contact laser surgery has been developed. In this study we assess the possibility of using such surgery for fluorescence image-guided tumor resection. Mouse colon adenocarcinoma CT-26 cells stably expressing the fluorescent protein mKate-2 was used as the tumor model. Resections of the tumor nodes were performed with either a scalpel blade, a laser scalpel with a bare tip, or a laser scalpel with a strongly absorbing coating on the fiber tip. Tumor-positive resection margins were detected using an IVIS Spectrum fluorescence imaging system. After tumor resection with the scalpel blade over half of the animals needed one additional resection to remove residual tumor cells. Animals in this group showed tumor recurrence within 7 days. Fluorescence imaging of the tumor bed, performed after resection to assess the presence of tumor cell clusters, was sufficiently effective only with a bloodless resection. The laser scalpels both with the bare tip and with the strongly absorbing coating on the tip provided such bloodless tumor resection in contact mode. Fewer animals required additional resections when the bare tipped scalpel was used and this also resulted in a reduction in tumor recurrence. After resections were carried out with the laser scalpel with the strongly absorbing coating on the tip, fluorescence was detected in the operative field and this led to undertaking additional resections, although subsequent investigation suggested that this was “false” fluorescence, resulting from the effects of the scalpel rather than the presence of residual tumor cells. The method of laser resection with a strongly absorbing coating on the tip therefore did not appear to demonstrate definite advantages over laser resection with a bare tip when removing tumors.
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Affiliation(s)
- Vadim V Elagin
- 1 Privolzhsky Research Medical University, Nizhny Novgorod, Russian Federation.,2 Institute of Applied Physics Russian Academy of Sciences, Nizhny Novgorod, Russian Federation
| | - Maria A Shakhova
- 1 Privolzhsky Research Medical University, Nizhny Novgorod, Russian Federation
| | - Marina A Sirotkina
- 1 Privolzhsky Research Medical University, Nizhny Novgorod, Russian Federation
| | - Andrey V Shakhov
- 1 Privolzhsky Research Medical University, Nizhny Novgorod, Russian Federation
| | - Nadezhda P Pavlova
- 1 Privolzhsky Research Medical University, Nizhny Novgorod, Russian Federation
| | - Ludmila B Snopova
- 1 Privolzhsky Research Medical University, Nizhny Novgorod, Russian Federation
| | - Vladimir I Bredikhin
- 2 Institute of Applied Physics Russian Academy of Sciences, Nizhny Novgorod, Russian Federation
| | - Vladislav A Kamensky
- 2 Institute of Applied Physics Russian Academy of Sciences, Nizhny Novgorod, Russian Federation
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22
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Lee JYK, Thawani JP, Pierce J, Zeh R, Martinez-Lage M, Chanin M, Venegas O, Nims S, Learned K, Keating J, Singhal S. Intraoperative Near-Infrared Optical Imaging Can Localize Gadolinium-Enhancing Gliomas During Surgery. Neurosurgery 2017; 79:856-871. [PMID: 27741220 DOI: 10.1227/neu.0000000000001450] [Citation(s) in RCA: 115] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Although real-time localization of gliomas has improved with intraoperative image guidance systems, these tools are limited by brain shift, surgical cavity deformation, and expense. OBJECTIVE To propose a novel method to perform near-infrared (NIR) imaging during glioma resections based on preclinical and clinical investigations, in order to localize tumors and to potentially identify residual disease. METHODS Fifteen patients were identified and administered a Food and Drug Administration-approved, NIR contrast agent (Second Window indocyanine green [ICG], 5 mg/kg) before surgical resection. An NIR camera was utilized to localize the tumor before resection and to visualize surgical margins following resection. Neuropathology and magnetic resonance imaging data were used to assess the accuracy and precision of NIR fluorescence in identifying tumor tissue. RESULTS NIR visualization of 15 gliomas (10 glioblastoma multiforme, 1 anaplastic astrocytoma, 2 low-grade astrocytoma, 1 juvenile pilocytic astrocytoma, and 1 ganglioglioma) was performed 22.7 hours (mean) after intravenous injection of ICG. During surgery, 12 of 15 tumors were visualized with the NIR camera. The mean signal-to-background ratio was 9.5 ± 0.8 and fluorescence was noted through the dura to a maximum parenchymal depth of 13 mm. The best predictor of positive fluorescence was enhancement on T1-weighted imaging; this correlated with signal-to-background ratio (P = .03). Nonenhancing tumors did not demonstrate NIR fluorescence. Using pathology as the gold standard, the technique demonstrated a sensitivity of 98% and specificity of 45% to identify tumor in gadolinium-enhancing specimens (n = 71). CONCLUSION With the use of Second Window ICG, gadolinium-enhancing tumors can be localized through brain parenchyma intraoperatively. Its utility for margin detection is promising but limited by lower specificity. ABBREVIATIONS 5-ALA, 5-aminolevulinic acidEPR, enhanced permeability and retentionFDA, Food and Drug AdministrationGBM, glioblastomaICG, indocyanine greenNIR, near-infraredNPV, negative predictive valuePPV, positive predictive valueROC, receiver operating characteristicROI, region of interestSBR, signal-to-background ratioWHO, World Health Organization.
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Affiliation(s)
- John Y K Lee
- *Department of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania; ‡Department of Pathology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania; §Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania; ¶Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
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Mahalingam SM, Dudkin V, Goldberg S, Klein D, Yi F, Singhal S, O’Neil KT, Low PS. Evaluation of a Centyrin-Based Near-Infrared Probe for Fluorescence-Guided Surgery of Epidermal Growth Factor Receptor Positive Tumors. Bioconjug Chem 2017; 28:2865-2873. [PMID: 28945346 PMCID: PMC11017363 DOI: 10.1021/acs.bioconjchem.7b00566] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Tumor-targeted near-infrared fluorescent dyes have the potential to improve cancer surgery by enabling surgeons to locate and resect more malignant lesions where good visualization tools are required to ensure complete removal of malignant tissue. Although the tumor-targeted fluorescent dyes used in humans to date have been either small organic molecules or high molecular weight antibodies, low molecular weight protein scaffolds have attracted significant attention because they penetrate solid tumors almost as efficiently as small molecules, but can be infinitely mutated to bind almost any antigen. Here we describe the use of a 10 kDa protein scaffold, a Centyrin, to target a near-infrared fluorescent dye to tumors that overexpress the epidermal growth factor receptor (EGFR) for fluorescence-guided surgery (FGS). We have developed and optimized the dose and time required for imaging small tumor burdens with minimal background fluorescence in real-time fluorescence-guided surgery of EGFR-expressing tumor xenografts in murine models. We demonstrate that the Centyrin-near-infrared dye conjugate (CNDC) binds selectively to human EGFR+ cancer cells with an EC50 of 2 nM, localizes to EGFR+ tumor xenografts in athymic nude mice and that uptake of the dye in xenografts is significantly reduced when EGFR are blocked by preinjection of excess unlabeled Centyrin. Taken together, these data suggest that CNDCs can be used for intraoperative identification and surgical removal of EGFR-expressing lesions and that Centyrins targeted to other tumor-specific antigens should prove similarly useful in fluorescence guided surgery of cancer. In addition, we demonstrate that the CNDC is detected in the NIR region of the spectrum and can be utilized for fluorescence-guided surgery (FGS). In addition, we propose that with its eventual complete clearance from EGFR-negative tissues and its quantitative retention in the tumor mass for >24 h, a Centyrin-targeted NIR dye should provide excellent tumor contrast when injected at least 6-8 h before initiation of cancer surgery in human patients.
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Affiliation(s)
- Sakkarapalayam M. Mahalingam
- Department of Chemistry, Purdue University, West Lafayette, Indiana 47907, United States
- Institute for Drug Discovery, Purdue University, West Lafayette, Indiana 47907, United States
| | - Vadim Dudkin
- Janssen Research & Development, 1400 McKean Road, Springhouse PA 19477, United States
| | - Shalom Goldberg
- Janssen Research & Development, 1400 McKean Road, Springhouse PA 19477, United States
| | - Donna Klein
- Janssen Research & Development, 1400 McKean Road, Springhouse PA 19477, United States
| | - Fang Yi
- Janssen Research & Development, 1400 McKean Road, Springhouse PA 19477, United States
| | - Sunil Singhal
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania 19104, United States
| | - Karyn T. O’Neil
- Janssen Research & Development, 1400 McKean Road, Springhouse PA 19477, United States
| | - Philip S. Low
- Department of Chemistry, Purdue University, West Lafayette, Indiana 47907, United States
- Institute for Drug Discovery, Purdue University, West Lafayette, Indiana 47907, United States
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Zhao X, He S, Tan MC. Advancements in infrared imaging platforms: complementary imaging systems and contrast agents. J Mater Chem B 2017; 5:4266-4275. [PMID: 32263958 DOI: 10.1039/c7tb00123a] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Recent advancements in the infrared (IR) imaging system design as well as the co-development of compatible contrast agents have facilitated the potential application of fluorescence imaging systems for deep tissue diagnostics and real-time vasculature visualization for intraoperative surgical guidance. Compared to conventional imaging techniques that achieve superior tissue penetration depth through the use of high energy or ionizing radiation sources, complementary chemical compounds, also known as imaging probes or contrast agents, are required to enable enhancement of the imaging sensitivity required for improved image quality in the IR fluorescence imaging technique. Therefore, using a systems-level approach to plan research efforts where the requirements of the imaging setup are considered at the start of the contrast agent design to effectively improve detection sensitivity would reduce the technical entry barrier for the adoption of new technologies. In this paper, we highlight (1) the recent advancements and key operating differences in the reported IR imaging systems, and (2) the recent progress in creating biocompatible IR-emitting contrast agents as well as improving detection sensitivity using targeting agents. The ability to maximize the full benefits and performance of any IR imaging platform is highly reliant on the thorough understanding of the requirements of each imaging platform and the physical characteristics of the complementary contrast agents.
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Affiliation(s)
- Xinyu Zhao
- Engineering Product Development, Singapore University of Technology and Design, 8 Somapah Road, Singapore 487372, Singapore.
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25
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Kennedy GT, Newton A, Predina J, Singhal S. Intraoperative near-infrared imaging of mesothelioma. Transl Lung Cancer Res 2017; 6:279-284. [PMID: 28713673 DOI: 10.21037/tlcr.2017.05.01] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Though difficult to achieve, complete resection of malignant pleural mesothelioma is paramount to improving patient survival. Surgeons have traditionally been limited to using visual inspection and manual palpation to locate and remove cancerous tissue. However, intraoperative molecular imaging (IMI) is a promising new technology in surgery. Molecular imaging utilizes a fluorescent tracer that selectively accumulates in cancer cells. An imaging device is then used to detect and augment the fluorescent signal emitted from the fluorescent cancer cells. Our group and others have demonstrated that molecular imaging with either indocyanine green (ICG) or a folate receptor alpha (FRα) targeted fluorophore can accurately identify a number of intrathoracic malignancies. Early studies of intraoperative imaging have suggested its efficacy for malignant pleural mesothelioma. In a murine model of mesothelioma, intraoperative imaging was found to have sensitivity of 87% and specificity of 83%. In a pilot human study, eight patients with biopsy-proven epithelial malignant pleural mesothelioma were administered 5 mg/kg of intravenous ICG injection 24 h prior to resection. The following day, a near-infrared (NIR) imaging device was used to detect tumor fluorescence intraoperatively. After what was believed to be complete tumor excision, the wound bed was re-imaged for residual fluorescence indicative of retained tumor. When residual fluorescence was detected, additional tissue was resected, if feasible, and specimens were sent for pathologic correlation. In all cases, intraoperative fluorescence localized to mesothelioma deposits which were confirmed on final pathology. Following resection, fluorescence was confirmed ex vivo with a mean tumor-to-background ratio (TBR) of 3.2 (IQR: 2.9-3.4). It is hoped that this technology will improve outcomes for mesothelioma patients by allowing for a more complete oncologic resection.
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Affiliation(s)
- Gregory Thomas Kennedy
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Andrew Newton
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Jarrod Predina
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Sunil Singhal
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
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Pogue BW, Paulsen KD, Samkoe KS, Elliott JT, Hasan T, Strong TV, Draney DR, Feldwisch J. Vision 20/20: Molecular-guided surgical oncology based upon tumor metabolism or immunologic phenotype: Technological pathways for point of care imaging and intervention. Med Phys 2017; 43:3143-3156. [PMID: 27277060 DOI: 10.1118/1.4951732] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Surgical guidance with fluorescence has been demonstrated in individual clinical trials for decades, but the scientific and commercial conditions exist today for a dramatic increase in clinical value. In the past decade, increased use of indocyanine green based visualization of vascular flow, biliary function, and tissue perfusion has spawned a robust growth in commercial systems that have near-infrared emission imaging and video display capabilities. This recent history combined with major preclinical innovations in fluorescent-labeled molecular probes, has the potential for a shift in surgical practice toward resection guidance based upon molecular information in addition to conventional visual and palpable cues. Most surgical subspecialties already have treatment management decisions partially based upon the immunohistochemical phenotype of the cancer, as assessed from molecular pathology of the biopsy tissue. This phenotyping can inform the surgical resection process by spatial mapping of these features. Further integration of the diagnostic and therapeutic value of tumor metabolism sensing molecules or immune binding agents directly into the surgical process can help this field mature. Maximal value to the patient would come from identifying the spatial patterns of molecular expression in vivo that are well known to exist. However, as each molecular agent is advanced into trials, the performance of the imaging system can have a critical impact on the success. For example, use of pre-existing commercial imaging systems are not well suited to image receptor targeted fluorophores because of the lower concentrations expected, requiring orders of magnitude more sensitivity. Additionally the imaging system needs the appropriate dynamic range and image processing features to view molecular probes or therapeutics that may have nonspecific uptake or pharmacokinetic issues which lead to limitations in contrast. Imaging systems need to be chosen based upon objective performance criteria, and issues around calibration, validation, and interpretation need to be established before a clinical trial starts. Finally, as early phase trials become more established, the costs associated with failures can be crippling to the field, and so judicious use of phase 0 trials with microdose levels of agents is one viable paradigm to help the field advance, but this places high sensitivity requirements on the imaging systems used. Molecular-guided surgery has truly transformative potential, and several key challenges are outlined here with the goal of seeing efficient advancement with ideal choices. The focus of this vision 20/20 paper is on the technological aspects that are needed to be paired with these agents.
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Affiliation(s)
- Brian W Pogue
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire 03755 and Department of Surgery, Dartmouth College, Hanover, New Hampshire 03755
| | - Keith D Paulsen
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire 03755; Department of Surgery, Dartmouth College, Hanover, New Hampshire 03755; and Department of Diagnostic Radiology, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire 03755
| | - Kimberley S Samkoe
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire 03755 and Department of Surgery, Dartmouth College, Hanover, New Hampshire 03755
| | - Jonathan T Elliott
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire 03755
| | - Tayyaba Hasan
- Wellman Center for Photomedicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114 and Division of Health Sciences and Technology, Harvard University and Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
| | - Theresa V Strong
- Vector Production Facility, Division of Hematology Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama 35294
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Abstract
This work focuses on developing a 2D Canny edge-based deformable image registration (Canny DIR) algorithm to register in vivo white light images taken at various time points. This method uses a sparse interpolation deformation algorithm to sparsely register regions of the image with strong edge information. A stability criterion is enforced which removes regions of edges that do not deform in a smooth uniform manner. Using a synthetic mouse surface ground truth model, the accuracy of the Canny DIR algorithm was evaluated under axial rotation in the presence of deformation. The accuracy was also tested using fluorescent dye injections, which were then used for gamma analysis to establish a second ground truth. The results indicate that the Canny DIR algorithm performs better than rigid registration, intensity corrected Demons, and distinctive features for all evaluation matrices and ground truth scenarios. In conclusion Canny DIR performs well in the presence of the unique lighting and shading variations associated with white-light-based image registration.
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Affiliation(s)
- Vasant Kearney
- Department of Radiation Oncology, University of California, San Francisco, CA, USA. Department of Bioengineering, University of Texas Arlington, Arlington, TX, USA
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He J, Yang L, Yi W, Fan W, Wen Y, Miao X, Xiong L. Combination of Fluorescence-Guided Surgery With Photodynamic Therapy for the Treatment of Cancer. Mol Imaging 2017; 16:1536012117722911. [PMID: 28849712 PMCID: PMC5580848 DOI: 10.1177/1536012117722911] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Revised: 03/07/2017] [Accepted: 06/28/2017] [Indexed: 12/12/2022] Open
Abstract
Specific visualization of body parts is needed during surgery. Fluorescence-guided surgery (FGS) uses a fluorescence contrast agent for in vivo tumor imaging to detect and identify both malignant and normal tissues. There are several advantages and clinical benefits of FGS over other conventional medical imaging modalities, such as its safety, effectiveness, and suitability for real-time imaging in the operating room. Recent advancements in contrast agents and intraoperative fluorescence imaging devices have led to a greater potential for intraoperative fluorescence imaging in clinical applications. Photodynamic therapy (PDT) is an alternative modality to treat tumors, which uses a light-sensitive drug (photosensitizers) and special light to destroy the targeted tissues. In this review, we discuss the fluorescent contrast agents, some newly developed imaging devices, and the successful clinical application of FGS. Additionally, we present the combined strategy of FGS with PDT to further improve the therapeutic effect for patients with cancer. Taken together, this review provides a unique perspective and summarization of FGS.
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Affiliation(s)
- Jun He
- General Surgery Department, Second Xiangya Hospital, Central South University, Changsha, China
| | - Leping Yang
- General Surgery Department, Second Xiangya Hospital, Central South University, Changsha, China
| | - Wenjun Yi
- General Surgery Department, Second Xiangya Hospital, Central South University, Changsha, China
| | - Wentao Fan
- General Surgery Department, Second Xiangya Hospital, Central South University, Changsha, China
| | - Yu Wen
- General Surgery Department, Second Xiangya Hospital, Central South University, Changsha, China
| | - Xiongying Miao
- General Surgery Department, Second Xiangya Hospital, Central South University, Changsha, China
| | - Li Xiong
- General Surgery Department, Second Xiangya Hospital, Central South University, Changsha, China
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Newton AD, Kennedy GT, Predina JD, Low PS, Singhal S. Intraoperative molecular imaging to identify lung adenocarcinomas. J Thorac Dis 2016; 8:S697-S704. [PMID: 28066672 DOI: 10.21037/jtd.2016.09.50] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Intraoperative molecular imaging is a promising new technology with numerous applications in lung cancer surgery. Accurate identification of small nodules and assessment of tumor margins are two challenges in pulmonary resections for cancer, particularly with increasing use of video-assisted thoracoscopic surgery (VATS). One potential solution to these problems is intraoperative use of a fluorescent contrast agent to improve detection of cancer cells. This technology requires both a targeted fluorescent dye that will selectively accumulate in cancer cells and a specialized imaging system to detect the cells. In several studies, we have shown that intraoperative imaging with indocyanine green (ICG) can be used to accurately identify indeterminate pulmonary nodules. The use of a folate-tagged fluorescent molecule targeted to the folate receptor-α (FRα) further improves the sensitivity and specificity of detecting lung adenocarcinomas. We have demonstrated this technology can be used as an "optical biopsy" to differentiate adenocarcinoma versus other histological subtypes of pulmonary nodules. This strategy has potential applications in assessing bronchial stump margins, identifying synchronous or metachronous lesions, and rapidly assessing lymph nodes for lung adenocarcinoma.
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Affiliation(s)
- Andrew D Newton
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Pennsylvania, PA, USA
| | - Gregory T Kennedy
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Pennsylvania, PA, USA
| | - Jarrod D Predina
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Pennsylvania, PA, USA
| | - Philip S Low
- Department of Chemistry, Purdue University, West Lafayette, IN, USA
| | - Sunil Singhal
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Pennsylvania, PA, USA
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Hybrid tracers and devices for intraoperative imaging: the future for radioguided surgery? Clin Transl Imaging 2016. [DOI: 10.1007/s40336-016-0198-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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Near-infrared operating lamp for intraoperative molecular imaging of a mediastinal tumor. BMC Med Imaging 2016; 16:15. [PMID: 26883511 PMCID: PMC4756470 DOI: 10.1186/s12880-016-0120-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2015] [Accepted: 02/09/2016] [Indexed: 11/17/2022] Open
Abstract
Background Near-Infrared (NIR) intraoperative molecular imaging is a new diagnostic modality utilized during cancer surgery for the identification of tumors, metastases and lymph nodes. Surgeons typically use headlamps during an operation to increase visible light; however, these light sources are not adapted to function simultaneously with NIR molecular imaging technology. Here, we design a NIR cancelling headlamp and utilize it during surgery to assess whether intraoperative molecular imaging of mediastinal tumors is possible. Methods A NIR cancelling headlamp was designed and tested using NIR spectroscopy preoperatively. Next, a 46 year-old-female was referred to the thoracic surgery clinic for a 5.8 cm mediastinal mass noted on chest x-ray. Prior to surgery, she was given intravenous indocyanine green (ICG). Then, the prototype headlamp was used in conjunction with our intraoperative molecular imaging device. The tumor was imaged both in vivo and following resection prior to pathological examination. Results NIR spectroscopy confirmed NIR light excitation of the unfiltered headlamp and the absence of NIR emitted light after addition of the filter. Next, in vivo imaging confirmed fluorescence of the tumor, but also demonstrated a significant amount of NIR background fluorescence emanating from the unfiltered headlamp. During imaging with the filtered headlamp, we again demonstrated a markedly fluorescent tumor but with a reduced false positive NIR signal. Final pathology was well-differentiated thymoma with negative surgical margins. Conclusions NIR intraoperative molecular imaging using a systemic injection of intravenous ICG was successful in localizing a thymoma. Additionally, a simple design and implementation of a NIR cancelling headlamp reduces false positive NIR fluorescence.
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Quantification of tumor fluorescence during intraoperative optical cancer imaging. Sci Rep 2015; 5:16208. [PMID: 26563091 PMCID: PMC4643322 DOI: 10.1038/srep16208] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Accepted: 09/29/2015] [Indexed: 12/18/2022] Open
Abstract
Intraoperative optical cancer imaging is an emerging technology in which surgeons employ fluorophores to visualize tumors, identify tumor-positive margins and lymph nodes containing metastases. This study compares instrumentation to measure tumor fluorescence. Three imaging systems (Spectropen, Glomax, Flocam) measured and quantified fluorescent signal-to-background ratios (SBR) in vitro, murine xenografts, tissue phantoms and clinically. Evaluation criteria included the detection of small changes in fluorescence, sensitivity of signal detection at increasing depths and practicality of use. In vitro, spectroscopy was superior in detecting incremental differences in fluorescence than luminescence and digital imaging (Ln[SBR] = 6.8 ± 0.6, 2.4 ± 0.3, 2.6 ± 0.1, p = 0.0001). In fluorescent tumor cells, digital imaging measured higher SBRs than luminescence (6.1 ± 0.2 vs. 4.3 ± 0.4, p = 0.001). Spectroscopy was more sensitive than luminometry and digital imaging in identifying murine tumor fluorescence (SBR = 41.7 ± 11.5, 5.1 ± 1.8, 4.1 ± 0.9, p = 0.0001), and more sensitive than digital imaging at detecting fluorescence at increasing depths (SBR = 7.0 ± 3.4 vs. 2.4 ± 0.5, p = 0.03). Lastly, digital imaging was the most practical and least time-consuming. All methods detected incremental differences in fluorescence. Spectroscopy was the most sensitive for small changes in fluorescence. Digital imaging was the most practical considering its wide field of view, background noise filtering capability, and sensitivity to increasing depth.
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Guzzo TJ, Jiang J, Keating J, DeJesus E, Judy R, Nie S, Low P, Lal P, Singhal S. Intraoperative Molecular Diagnostic Imaging Can Identify Renal Cell Carcinoma. J Urol 2015; 195:748-55. [PMID: 26541080 DOI: 10.1016/j.juro.2015.09.093] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/26/2015] [Indexed: 01/22/2023]
Abstract
PURPOSE Margin status can often be difficult to assess intraoperatively, particularly during partial nephrectomy given the time constraints related to renal hilar clamping. We hypothesized that a targeted molecular imaging approach could be used during surgery to identify tumor margins and confirm disease clearance. MATERIALS AND METHODS EC17, a novel tracer targeting FRα, was used in murine models of renal cell carcinoma to identify positive margins after surgery. Positive margins were detected due to elevated tumor-to-background ratios of the tumor compared to surrounding normal tissues. We performed a pilot study in 4 patients using EC17 preoperatively with intraoperative imaging during the operation. RESULTS FRα was highly expressed in 65% of clear cell renal cell carcinomas harvested from the operating room. In the murine model intraoperative imaging of renal cell carcinoma revealed a mean ± SD tumor-to-background ratio of 8.2 ± 1.1 in the RCC10, 11.2 ± 1.1 in the 786-0 and 4.3 ± 1.1 in the UMRC2 cell line. Compared to visual inspection intraoperative imaging of the surgical resection bed identified residual disease in 24% more animals. In the human pilot study targeted molecular imaging identified 2 of 4 renal cell carcinomas and had no false-positive results. In these 2 cases the tumor-to-background ratio was 3.7 and 4.6, respectively. In each case we confirmed disease clearance and tumor fluorescence did not correlate with nodule size or tumor grade. CONCLUSIONS To our knowledge this is the first demonstration in humans of identifying renal cell carcinoma during surgery using a targeted molecular contrast agent. This approach may lead to a superior method of identifying malignancy and tumor borders in the intraoperative setting.
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Affiliation(s)
- Thomas J Guzzo
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
| | - Jack Jiang
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jane Keating
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Elizabeth DeJesus
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ryan Judy
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Shuming Nie
- Department of Biomedical Engineering and Chemistry, Emory University, Atlanta, Georgia
| | - Philip Low
- Department of Chemistry, Purdue University, West Lafayette, Indiana
| | - Priti Lal
- Department of Pathology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Sunil Singhal
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Kennedy GT, Okusanya OT, Keating JJ, Heitjan DF, Deshpande C, Litzky LA, Albelda SM, Drebin JA, Nie S, Low PS, Singhal S. The Optical Biopsy: A Novel Technique for Rapid Intraoperative Diagnosis of Primary Pulmonary Adenocarcinomas. Ann Surg 2015; 262:602-9. [PMID: 26366539 PMCID: PMC10987081 DOI: 10.1097/sla.0000000000001452] [Citation(s) in RCA: 64] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND With increasing use of chest computed tomography scans, indeterminate pulmonary nodules are frequently detected as an incidental finding and present a diagnostic challenge. Tissue biopsy followed by histological review and immunohistochemistry is the gold standard to obtain a diagnosis and the most common malignant finding is a primary lung adenocarcinoma. Our objective was to determine whether an intraoperative optical biopsy (molecular imaging) may provide an alternative approach for determining if a pulmonary nodule is a primary lung adenocarcinoma. METHODS Before surgery, 30 patients with an indeterminate pulmonary nodule were intravenously administered a folate receptor-targeted fluorescent contrast agent specific for primary lung adenocarcinomas. During surgery, the nodule was removed and the presence of fluorescence (optical biopsy) was assessed in the operating room to determine if the nodule was a primary pulmonary adenocarcinoma. Standard-of-care frozen section and immunohistochemical staining on permanent sections were then performed as the gold standard to validate the results of the optical biopsy. RESULTS Optical biopsies identified 19 of 19 (100%) primary pulmonary adenocarcinomas. There were no false positive or false negative diagnoses. An optical biopsy required 2.4 minutes compared to 26.5 minutes for frozen section (P < 0.001) and it proved more accurate than frozen section in diagnosing lung adenocarcinomas. CONCLUSIONS An optical biopsy has excellent positive predictive value for intraoperative diagnosis of primary lung adenocarcinomas. With refinement, this technology may prove to be an important supplement to standard pathology for examining close surgical margins, identifying lymph node involvement, and determining whether suspicious nodules are malignant.
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Affiliation(s)
- Gregory T. Kennedy
- Department of Surgery, University of Pennsylvania School of Medicine and Philadelphia Veterans Affairs Medical Center, Philadelphia, Pennsylvania
| | - Olugbenga T. Okusanya
- Department of Surgery, University of Pennsylvania School of Medicine and Philadelphia Veterans Affairs Medical Center, Philadelphia, Pennsylvania
| | - Jane J. Keating
- Department of Surgery, University of Pennsylvania School of Medicine and Philadelphia Veterans Affairs Medical Center, Philadelphia, Pennsylvania
| | - Daniel F. Heitjan
- Department of Biostatistics and Epidemiology, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Charuhas Deshpande
- Department of Pathology & Laboratory Medicine, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - Leslie A. Litzky
- Department of Pathology & Laboratory Medicine, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - Steven M. Albelda
- Department of Medicine, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - Jeffrey A. Drebin
- Department of Surgery, University of Pennsylvania School of Medicine and Philadelphia Veterans Affairs Medical Center, Philadelphia, Pennsylvania
| | - Shuming Nie
- Departments of Biomedical Engineering and Chemistry, Emory University, Atlanta, Georgia
| | - Philip S. Low
- Department of Chemistry, Purdue University, West Lafayette, Indiana
| | - Sunil Singhal
- Department of Surgery, University of Pennsylvania School of Medicine and Philadelphia Veterans Affairs Medical Center, Philadelphia, Pennsylvania
- Department of Medicine, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
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Comparison of Folate Receptor Targeted Optical Contrast Agents for Intraoperative Molecular Imaging. INTERNATIONAL JOURNAL OF MOLECULAR IMAGING 2015; 2015:469047. [PMID: 26491562 PMCID: PMC4600912 DOI: 10.1155/2015/469047] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Accepted: 08/11/2015] [Indexed: 12/02/2022]
Abstract
Background. Intraoperative imaging can identify cancer cells in order to improve resection; thus fluorescent contrast agents have emerged. Our objective was to do a preclinical comparison of two fluorescent dyes, EC17 and OTL38, which both target folate receptor but have different fluorochromes. Materials. HeLa and KB cells lines were used for in vitro and in vivo comparisons of EC17 and OTL38 brightness, sensitivity, pharmacokinetics, and biodistribution. In vivo experiments were then performed in mice. Results. The peak excitation and emission wavelengths of EC17 and OTL38 were 470/520 nm and 774/794 nm, respectively. In vitro, OTL38 required increased incubation time compared to EC17 for maximum fluorescence; however, peak signal-to-background ratio (SBR) was 1.4-fold higher compared to EC17 within 60 minutes (p < 0.001). Additionally, the SBR for detecting smaller quantity of cells was improved with OTL38. In vivo, the mean improvement in SBR of tumors visualized using OTL38 compared to EC17 was 3.3 fold (range 1.48–5.43). Neither dye caused noticeable toxicity in animal studies. Conclusions. In preclinical testing, OTL38 appears to have superior sensitivity and brightness compared to EC17. This coincides with the accepted belief that near infrared (NIR) dyes tend to have less autofluorescence and scattering issues than visible wavelength fluorochromes.
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Holt D, Parthasarathy AB, Okusanya O, Keating J, Venegas O, Deshpande C, Karakousis G, Madajewski B, Durham A, Nie S, Yodh AG, Singhal S. Intraoperative near-infrared fluorescence imaging and spectroscopy identifies residual tumor cells in wounds. JOURNAL OF BIOMEDICAL OPTICS 2015; 20:76002. [PMID: 26160347 PMCID: PMC4497968 DOI: 10.1117/1.jbo.20.7.076002] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Accepted: 06/08/2015] [Indexed: 05/09/2023]
Abstract
Surgery is the most effective method to cure patients with solid tumors, and 50% of all cancer patients undergo resection. Local recurrences are due to tumor cells remaining in the wound, thus we explore near-infrared (NIR) fluorescence spectroscopy and imaging to identify residual cancer cells after surgery. Fifteen canines and two human patients with spontaneously occurring sarcomas underwent intraoperative imaging. During the operation, the wounds were interrogated with NIR fluorescence imaging and spectroscopy. NIR monitoring identified the presence or absence of residual tumor cells after surgery in 14/15 canines with a mean fluorescence signal-to-background ratio (SBR) of ∼16 . Ten animals showed no residual tumor cells in the wound bed (mean SBR<2 , P<0.001 ). None had a local recurrence at >1-year follow-up. In five animals, the mean SBR of the wound was >15 , and histopathology confirmed tumor cells in the postsurgical wound in four/five canines. In the human pilot study, neither patient had residual tumor cells in the wound bed, and both remain disease free at >1.5-year follow up. Intraoperative NIR fluorescence imaging and spectroscopy identifies residual tumor cells in surgical wounds. These observations suggest that NIR imaging techniques may improve tumor resection during cancer operations.
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Affiliation(s)
- David Holt
- University of Pennsylvania School of Veterinary Medicine, Department of Clinical Studies, Philadelphia, Pennsylvania 19104, United States
- Address all correspondence to: David Holt, E-mail:
| | - Ashwin B. Parthasarathy
- University of Pennsylvania, Department of Physics and Astronomy, Philadelphia, Pennsylvania 19104, United States
| | - Olugbenga Okusanya
- University of Pennsylvania School of Medicine, Department of Surgery, Philadelphia, Pennsylvania 19104, United States
| | - Jane Keating
- University of Pennsylvania School of Medicine, Department of Surgery, Philadelphia, Pennsylvania 19104, United States
| | - Ollin Venegas
- University of Pennsylvania School of Medicine, Department of Surgery, Philadelphia, Pennsylvania 19104, United States
| | - Charuhas Deshpande
- University of Pennsylvania School of Medicine, Department of Pathology, Philadelphia, Pennsylvania 19104, United States
| | - Giorgos Karakousis
- University of Pennsylvania School of Medicine, Department of Pathology, Philadelphia, Pennsylvania 19104, United States
| | - Brian Madajewski
- University of Pennsylvania School of Medicine, Department of Surgery, Philadelphia, Pennsylvania 19104, United States
| | - Amy Durham
- University of Pennsylvania School of Veterinary Medicine, Department of Pathobiology, Philadelphia, Pennsylvania 19104, United States
| | - Shuming Nie
- Emory University, Departments of Biomedical Engineering and Chemistry, Atlanta, Georgia 30322, United States
| | - Arjun G. Yodh
- University of Pennsylvania, Department of Physics and Astronomy, Philadelphia, Pennsylvania 19104, United States
| | - Sunil Singhal
- University of Pennsylvania School of Medicine, Department of Surgery, Philadelphia, Pennsylvania 19104, United States
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Jiang JX, Keating JJ, Jesus EMD, Judy RP, Madajewski B, Venegas O, Okusanya OT, Singhal S. Optimization of the enhanced permeability and retention effect for near-infrared imaging of solid tumors with indocyanine green. AMERICAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 2015; 5:390-400. [PMID: 26269776 PMCID: PMC4529592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Accepted: 05/26/2015] [Indexed: 06/04/2023]
Abstract
Surgery is the most effective method to cure patients with solid tumors. New techniques in near-infrared (NIR) cancer imaging are being used to identify surgical margins and residual tumor cells in the wound. Our goal was to determine the optimal time and dose for imaging solid tumors using Indocyanine Green. Syngeneic murine flank tumor models were used to test NIR imaging of ICG at various doses ranging from 0 to 10 mg/kg. Imaging was performed immediately after injection and up to 72 hours later. Biodistribution in the blood and murine organs were quantified by spectroscopy and fluorescence microscopy. Based on these results, a six patient dose titration study was performed. In murine flank tumors, the tumor-to-background ratio (TBR) for ICG at doses less than 5 mg/kg were less than 2 fold at all time points, and the surgeons could not subjectively identify tissue contrast. However, for doses ranging from 5 mg/kg to 10 mg/kg, the TBR ranged from 2.1 to 8.0. The tumor signal was best appreciated at 24 hours and the background was least pronounced after 24 hours. Biodistribution studies in the blood and murine organs revealed excretion through the biliary tree and gastrointestinal tract, with minimal blood fluorescence at the higher doses. A follow up pilot study confirmed that these findings were applicable to lung cancer patients, and tumor was clearly delineated from surrounding normal tissue by NIR imaging. For non-hepatic solid tumors, we found ICG was optimal when dosed at 5 mg/kg and 24 hours before surgery.
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Affiliation(s)
- Jack X Jiang
- Department of Surgery, Division of Thoracic Surgery, University of Pennsylvania School of Medicine Philadelphia, Pennsylvania
| | - Jane J Keating
- Department of Surgery, Division of Thoracic Surgery, University of Pennsylvania School of Medicine Philadelphia, Pennsylvania
| | - Elizabeth M De Jesus
- Department of Surgery, Division of Thoracic Surgery, University of Pennsylvania School of Medicine Philadelphia, Pennsylvania
| | - Ryan P Judy
- Department of Surgery, Division of Thoracic Surgery, University of Pennsylvania School of Medicine Philadelphia, Pennsylvania
| | - Brian Madajewski
- Department of Surgery, Division of Thoracic Surgery, University of Pennsylvania School of Medicine Philadelphia, Pennsylvania
| | - Ollin Venegas
- Department of Surgery, Division of Thoracic Surgery, University of Pennsylvania School of Medicine Philadelphia, Pennsylvania
| | - Olugbenga T Okusanya
- Department of Surgery, Division of Thoracic Surgery, University of Pennsylvania School of Medicine Philadelphia, Pennsylvania
| | - Sunil Singhal
- Department of Surgery, Division of Thoracic Surgery, University of Pennsylvania School of Medicine Philadelphia, Pennsylvania
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Okusanya OT, DeJesus EM, Jiang JX, Judy RP, Venegas OG, Deshpande CG, Heitjan DF, Nie S, Low PS, Singhal S. Intraoperative molecular imaging can identify lung adenocarcinomas during pulmonary resection. J Thorac Cardiovasc Surg 2015; 150:28-35.e1. [PMID: 26126457 DOI: 10.1016/j.jtcvs.2015.05.014] [Citation(s) in RCA: 74] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2014] [Revised: 04/15/2015] [Accepted: 05/02/2015] [Indexed: 11/16/2022]
Abstract
BACKGROUND More than 80,000 people undergo resection of a pulmonary tumor each year, and the only method to determine if the tumor is malignant is histologic analysis. We propose that a targeted molecular contrast agent could bind lung adenocarcinomas, which could be identified using real-time optical imaging at the time of surgery. METHODS Fifty patients with a biopsy-proven lung adenocarcinoma were enrolled. Before surgery, patients were systemically administered 0.1 mg/kg of a fluorescent folate receptor alpha (FRα)-targeted molecular contrast agent by intravenous infusion. During surgery, tumors were imaged in situ and ex vivo, after the lung parenchyma was dissected to directly expose the tumor to the imaging system. RESULTS Tumors ranged from 0.3 to 7.5 cm (mean: 2.6 cm), and 46 of 50 (92%) lung adenocarcinomas were fluorescent. No false uptake occurred, and in 2 cases, intraoperative imaging revealed tumor metastases (3 mm and 6 mm) that were not recognized preoperatively. Four adenocarcinomas were not fluorescent, and immunohistochemistry showed that these adenocarcinomas did not express FRα. Tumor fluorescence was independent of nodule size, uptake of 2-deoxy-2-((18)F)fluoro-D-glucose, histology, and tumor differentiation. Molecular imaging could identify only 7 of the 50 adenocarcinomas in situ in the patient without bisection. The most important predictor of the success of molecular imaging in locating the tumor in situ was the distance of the nodule from the pleural surface. CONCLUSIONS Intraoperative molecular imaging with a targeted contrast agent can identify lung adenocarcinomas, and this technology is currently useful in patients with subpleural tumors, irrespective of size. With further refinements, this tool may prove useful in locating adenocarcinomas that are deeper in the lung parenchyma, in lymph nodes, and at pleural and resection margins.
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Affiliation(s)
- Olugbenga T Okusanya
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pa
| | - Elizabeth M DeJesus
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pa
| | - Jack X Jiang
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pa
| | - Ryan P Judy
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pa
| | - Ollin G Venegas
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pa
| | - Charuhas G Deshpande
- Department of Pathology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pa
| | - Daniel F Heitjan
- Department of Biostatistics & Epidemiology, University of Pennsylvania, Philadelphia, Pa
| | - Shuming Nie
- Departments of Biomedical Engineering and Chemistry, Emory University, Atlanta, Ga
| | - Philip S Low
- Department of Chemistry, Purdue University, West Lafayette, Ind
| | - Sunil Singhal
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pa.
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Mohs AM, Mancini MC, Provenzale JM, Saba CF, Cornell KK, Howerth EW, Nie S. An integrated widefield imaging and spectroscopy system for contrast-enhanced, image-guided resection of tumors. IEEE Trans Biomed Eng 2015; 62:1416-24. [PMID: 25585410 DOI: 10.1109/tbme.2015.2389626] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
UNLABELLED Tumor recurrence following surgery is a common and unresolved medical problem of great importance since surgery is the most widely used treatment for solid-mass tumors worldwide. A contributing factor to tumor recurrence is the presence of residual tumor remaining at or near the surgical site following surgery. GOAL The primary objective of this study was to develop and evaluate an image-guided surgery system based on a near-infrared, handheld excitation source and spectrograph in combination with a widefield video imaging system. METHODS This system was designed to detect the fluorescence of near-infrared contrast agents and, in particular, indocyanine green (ICG). The imaging system was evaluated for its optical performance and ability to detect the presence of ICG in tumors in an ectopic murine tumor model as well as in spontaneous tumors arising in canines. RESULTS In both settings, an intravenous ICG infusion provided tumor contrast. In both the murine models and surgical specimens from canines, ICG preferentially accumulated in tumor tissue compared to surrounding normal tissue. The resulting contrast was sufficient to distinguish neoplasia from normal tissue; in the canine surgical specimens, the contrast was sufficient to permit identification of neoplasia on the marginal surface of the specimen. CONCLUSION These results demonstrate a unique concept in image-guided surgery by combining local excitation and spectroscopy with widefield imaging. SIGNIFICANCE The ability to readily detect ICG in canines with spontaneous tumors in a clinical setting exemplifies the potential for further clinical translation; the promising results of detecting neoplasia on the marginal specimen surface underscore the clinical utility.
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Abo T, Nanashima A, Tobinaga S, Hidaka S, Taura N, Takagi K, Arai J, Miyaaki H, Shibata H, Nagayasu T. Usefulness of intraoperative diagnosis of hepatic tumors located at the liver surface and hepatic segmental visualization using indocyanine green-photodynamic eye imaging. Eur J Surg Oncol 2014; 41:257-64. [PMID: 25447030 DOI: 10.1016/j.ejso.2014.09.008] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2014] [Revised: 08/26/2014] [Accepted: 09/01/2014] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND To improve the diagnostic accuracy for hepatic tumors on the liver surface, we investigated the usefulness of an indocyanine green-photodynamic eye (ICG-PDE) system by comparison with Sonazoid intraoperative ultrasonography (IOUS) in 117 patients. Hepatic segmentation by ICG-PDE was also evaluated. METHODS ICG was administered preoperatively for functional testing and images of the tumor were observed during hepatectomy using a PDE camera. ICG was injected into portal veins to determine hepatic segmentation. RESULTS Accurate diagnosis of liver tumors was achieved with ICG-PDE in 75% of patients, lower than with IOUS (94%). False-positive and false-negative diagnosis rates for ICG-PDE were 24% and 9%, respectively. New small HCCs were detected in 3 patients. The ICG fluorescent pattern in tumors was strong staining in 41%, weak staining in 13%, rim staining in 20% and no staining in 26%. Hepatocellular carcinoma predominantly showed strong staining (61%), while rim staining predominated in cholangiocellular carcinoma (60%) and liver metastasis (55%). Hepatic segmental staining was performed in 28 patients, proving successful in 89%. CONCLUSION ICG-PDE is a useful tool for detecting the precise tumor location at the liver surface, identifying new small tumors, and determining liver segmentation for liver resection.
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Affiliation(s)
- T Abo
- Department of Surgical Oncology, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki 852-8501, Japan
| | - A Nanashima
- Department of Surgical Oncology, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki 852-8501, Japan.
| | - S Tobinaga
- Department of Surgical Oncology, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki 852-8501, Japan
| | - S Hidaka
- Department of Surgical Oncology, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki 852-8501, Japan
| | - N Taura
- Department of Gastroenterology and Hepatology, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki 852-8501, Japan
| | - K Takagi
- Department of Surgical Oncology, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki 852-8501, Japan
| | - J Arai
- Department of Surgical Oncology, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki 852-8501, Japan
| | - H Miyaaki
- Department of Gastroenterology and Hepatology, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki 852-8501, Japan
| | - H Shibata
- Department of Gastroenterology and Hepatology, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki 852-8501, Japan
| | - T Nagayasu
- Department of Surgical Oncology, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki 852-8501, Japan
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Okusanya OT, Holt D, Heitjan D, Deshpande C, Venegas O, Jiang J, Judy R, DeJesus E, Madajewski B, Oh K, Wang M, Albelda SM, Nie S, Singhal S. Intraoperative near-infrared imaging can identify pulmonary nodules. Ann Thorac Surg 2014; 98:1223-30. [PMID: 25106680 DOI: 10.1016/j.athoracsur.2014.05.026] [Citation(s) in RCA: 137] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2014] [Revised: 05/02/2014] [Accepted: 05/07/2014] [Indexed: 11/28/2022]
Abstract
BACKGROUND Over 80,000 people undergo pulmonary resection for a lung nodule in the United States each year. Small nodules are frequently missed or difficult to find despite preoperative imaging. We hypothesized that near-infrared (NIR) imaging technology could be used to identify and locate lung nodules during surgery. METHODS We enrolled 18 patients who were diagnosed with a pulmonary nodule that required resection. All patients had a fine-cut 1-mm computed tomography scan preoperatively. The patients were given systemic 5 mg/kg indocyanine green and then underwent an open thoracotomy 24 hours later. The NIR imaging was used to identify the primary nodule and search for additional nodules that were not found by visual inspection or manual palpation of the ipsilateral lung. RESULTS Manual palpation and visual inspection identified all 18 primary pulmonary nodules and no additional lesions. Intraoperative NIR imaging detected 16 out of the 18 primary nodules. The NIR imaging also identified 5 additional subcentimeter nodules; 3 metastatic adenocarcinomas and 2 metastatic sarcomas. This technology could identify nodules as small as 0.2 cm and as deep as 1.3 cm from the pleural surface. This approach discovered 3 nodules that were in different lobes than the primary tumor. Nodule fluorescence was independent of size, metabolic activity, histology, tumor grade and vascularity. CONCLUSIONS This is the first-in-human demonstration of identifying pulmonary nodules during thoracic surgery with NIR imaging without a priori knowledge of their location or existence. The NIR imaging can detect pulmonary nodules during lung resections that are poorly visualized on computed tomography and difficult to discriminate on finger palpation.
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Affiliation(s)
- Olugbenga T Okusanya
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - David Holt
- Department of Pathology, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | | | - Charuhas Deshpande
- Department of Clinical Studies, University of Pennsylvania School of Veterinary Medicine, Philadelphia, Pennsylvania
| | - Ollin Venegas
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - Jack Jiang
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - Ryan Judy
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - Elizabeth DeJesus
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - Brian Madajewski
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - Kenny Oh
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - May Wang
- Georgia Institute of Technology, Atlanta, Georgia
| | - Steven M Albelda
- Department of Medicine, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - Shuming Nie
- Departments of Biomedical Engineering and Chemistry, Emory University, Atlanta, Georgia
| | - Sunil Singhal
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania; Department of Biostatistics and Epidemiology, University of Pennsylvania, Philadelphia, Pennsylvania.
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Holt D, Okusanya O, Judy R, Venegas O, Jiang J, DeJesus E, Eruslanov E, Quatromoni J, Bhojnagarwala P, Deshpande C, Albelda S, Nie S, Singhal S. Intraoperative near-infrared imaging can distinguish cancer from normal tissue but not inflammation. PLoS One 2014; 9:e103342. [PMID: 25072388 PMCID: PMC4114746 DOI: 10.1371/journal.pone.0103342] [Citation(s) in RCA: 105] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2014] [Accepted: 06/30/2014] [Indexed: 02/06/2023] Open
Abstract
Introduction Defining tumor from non-tumor tissue is one of the major challenges of cancer surgery. Surgeons depend on visual and tactile clues to select which tissues should be removed from a patient. Recently, we and others have hypothesized near-infrared (NIR) imaging can be used during surgery to differentiate tumors from normal tissue. Methods We enrolled 8 canines and 5 humans undergoing cancer surgery for NIR imaging. The patients were injected with indocyanine green (ICG), an FDA approved non-receptor specific NIR dye that accumulates in hyperpermeable tissues, 16–24 hours prior to surgery. During surgery, NIR imaging was used to discriminate the tumor from non-tumor tissue. Results NIR imaging identified all tumors with a mean signal-to-background ratio of 6.7. Optical images were useful during surgery in discriminating normal tissue from cancer. In 3 canine cases and 1 human case, the tissue surrounding the tumor was inflamed due to obstruction of the vascular supply due to mass effect. In these instances, NIR imaging could not distinguish tumor tissue from tissue that was congested, edematous and did not contain cancer. Conclusions This study shows that NIR imaging can identify tumors from normal tissues, provides excellent tissue contrast, and it facilitates the resection of tumors. However, in situations where there is significant peritumoral inflammation, NIR imaging with ICG is not helpful. This suggests that non-targeted NIR dyes that accumulate in hyperpermeable tissues will have significant limitations in the future, and receptor-specific NIR dyes may be necessary to overcome this problem.
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Affiliation(s)
- David Holt
- Department of Clinical Studies, University of Pennsylvania School of Veterinary Medicine, Philadelphia, Pennsylvania, United States of America
- * E-mail:
| | - Olugbenga Okusanya
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Ryan Judy
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Ollin Venegas
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Jack Jiang
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Elizabeth DeJesus
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Evgeniy Eruslanov
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Jon Quatromoni
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Pratik Bhojnagarwala
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Charuhas Deshpande
- Department of Pathology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Steven Albelda
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Shuming Nie
- Departments of Biomedical Engineering and Chemistry, Emory University, Atlanta, Georgia, United States of America
| | - Sunil Singhal
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
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