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Hitchcock CL, Chapman GJ, Mojzisik CM, Mueller JK, Martin EW. A Concept for Preoperative and Intraoperative Molecular Imaging and Detection for Assessing Extent of Disease of Solid Tumors. Oncol Rev 2024; 18:1409410. [PMID: 39119243 PMCID: PMC11306801 DOI: 10.3389/or.2024.1409410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Accepted: 05/28/2024] [Indexed: 08/10/2024] Open
Abstract
The authors propose a concept of "systems engineering," the approach to assessing the extent of diseased tissue (EODT) in solid tumors. We modeled the proof of this concept based on our clinical experience with colorectal carcinoma (CRC) and gastrinoma that included short and long-term survival data of CRC patients. This concept, applicable to various solid tumors, combines resources from surgery, nuclear medicine, radiology, pathology, and oncology needed for preoperative and intraoperative assessments of a patient's EODT. The concept begins with a patient presenting with biopsy-proven cancer. An appropriate preferential locator (PL) is a molecule that preferentially binds to a cancer-related molecular target (i.e., tumor marker) lacking in non-malignant tissue and is the essential element. Detecting the PL after an intravenous injection requires the PL labeling with an appropriate tracer radionuclide, a fluoroprobe, or both. Preoperative imaging of the tracer's signal requires molecular imaging modalities alone or in combination with computerized tomography (CT). These include positron emission tomography (PET), PET/CT, single-photon emission computed tomography (SPECT), SPECT/CT for preoperative imaging, gamma cameras for intraoperative imaging, and gamma-detecting probes for precise localization. Similarly, fluorescent-labeled PLs require appropriate cameras and probes. This approach provides the surgeon with real-time information needed for R0 resection.
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Affiliation(s)
- Charles L. Hitchcock
- Department of Pathology, College of Medicine, The Ohio State University, Columbus, OH, United States
- Actis Medical, LLC, Powell, OH, United States
| | - Gregg J. Chapman
- Actis Medical, LLC, Powell, OH, United States
- Department of Electrical and Computer Engineering, College of Engineering, The Ohio State University, Columbus, OH, United States
| | | | | | - Edward W. Martin
- Actis Medical, LLC, Powell, OH, United States
- Division of Surgical Oncology, Department of Surgery, College of Medicine, The Ohio State University, Columbus, OH, United States
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Pogue BW, Zhu TC, Ntziachristos V, Wilson BC, Paulsen KD, Gioux S, Nordstrom R, Pfefer TJ, Tromberg BJ, Wabnitz H, Yodh A, Chen Y, Litorja M. AAPM Task Group Report 311: Guidance for performance evaluation of fluorescence-guided surgery systems. Med Phys 2024; 51:740-771. [PMID: 38054538 DOI: 10.1002/mp.16849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 11/02/2023] [Accepted: 11/06/2023] [Indexed: 12/07/2023] Open
Abstract
The last decade has seen a large growth in fluorescence-guided surgery (FGS) imaging and interventions. With the increasing number of clinical specialties implementing FGS, the range of systems with radically different physical designs, image processing approaches, and performance requirements is expanding. This variety of systems makes it nearly impossible to specify uniform performance goals, yet at the same time, utilization of different devices in new clinical procedures and trials indicates some need for common knowledge bases and a quality assessment paradigm to ensure that effective translation and use occurs. It is feasible to identify key fundamental image quality characteristics and corresponding objective test methods that should be determined such that there are consistent conventions across a variety of FGS devices. This report outlines test methods, tissue simulating phantoms and suggested guidelines, as well as personnel needs and professional knowledge bases that can be established. This report frames the issues with guidance and feedback from related societies and agencies having vested interest in the outcome, coming from an independent scientific group formed from academics and international federal agencies for the establishment of these professional guidelines.
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Affiliation(s)
- Brian W Pogue
- Department of Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire, USA
| | - Timothy C Zhu
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Vasilis Ntziachristos
- Institute for Biological and Medical Imaging, Technical University of Munich, Helmholtz Zentrum Munich, Munich, Germany
| | - Brian C Wilson
- Department of Medical Biophysics, University of Toronto, University Health Network, Toronto, Ontario, Canada
| | - Keith D Paulsen
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire, USA
| | - Sylvain Gioux
- Department of Biomedical Engineering, University of Strasbourg, Strasbourg, France
| | - Robert Nordstrom
- Cancer Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - T Joshua Pfefer
- Center for Devices and Radiological Health, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Bruce J Tromberg
- National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, Maryland, USA
| | | | - Arjun Yodh
- Department of Physics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Yu Chen
- Department of Biomedical Engineering, University of Massachusetts Amherst, Amherst, Massachusetts, USA
| | - Maritoni Litorja
- Sensor Science Division, National Institute of Standards and Technology, Gaithersburg, Maryland, USA
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Azari F, Kennedy GT, Chang A, Low P, Basil M, Planer J, Katzen J, Eruslanov E, Albelda S, Singhal S. Molecular Imaging in Precision-Cut Non-Small Cell Lung Cancer Slices. Ann Thorac Surg 2024; 117:458-465. [PMID: 37572959 PMCID: PMC10841063 DOI: 10.1016/j.athoracsur.2023.07.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 07/05/2023] [Accepted: 07/11/2023] [Indexed: 08/14/2023]
Abstract
BACKGROUND Small animal models remain invaluable for the preclinical study of emerging molecular imaging agents. However, the data obtained in this setting are generated in genetically homogenous animals that do not mimic human pathophysiology. The purpose of this study was to prospectively validate precision-cut lung slices (PCLSs) obtained from patients with lung cancer as a translational tool for the development of targeted fluorophores. METHODS The lung tissue was gently inflated with 2% Low-Melt Agarose (Fisher, 16520050) to avoid lung damage and minimize inflation pressure. The slices were then loaded into specialized cylindrical cartridges and inserted into a compressotome, and slices 150 to 350 μm thick were cut. Samples were incubated with fluorophore conjugates for ex vivo validation and immunohistochemical staining for receptor expression. RESULTS A total of 184 unique 3-dimensional, architecturally preserved normal lung and non-small cell lung cancer samples were obtained between 2020 and 2022. The median nodule size was 1.1 ± 0.21 cm for benign lesions and 2.1 ± 0.19 cm for malignant nodules. A total of 101 of 135 (74.8%) malignant lesions were adenocarcinoma spectrum lung cancers. The median viability was 9.78 ± 1.86 days, and 1 μM of FAPL-S0456 (high-affinity fibroblast activation protein [FAP] targeting ligand linked to the near-infrared fluorophore S0456, On Target Laboratories)-targeted near-infrared fluorochrome localization demonstrated correlative labeling of FAP-positive tumor areas with a correlation coefficient of +0.94 (P < .01). There was no FAP fluorochrome uptake in normal lungs (r = -1; P < .001). CONCLUSIONS PCLSs comprise a novel human tissue-based translational model that can be used to validate the efficacy of molecular imaging fluorochromes. PCLSs preserve the tumor microenvironment and parenchymal architecture that closely resemble the interactions of the immune and stromal components in humans.
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Affiliation(s)
- Feredun Azari
- Department of Thoracic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Gregory T Kennedy
- Department of Thoracic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ashley Chang
- Department of Thoracic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Philip Low
- Department of Chemistry, Purdue University, West Lafayette, Indiana
| | - Maria Basil
- Department of Medicine, Penn-CHOP Lung Biology Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Joseph Planer
- Department of Medicine, Penn-CHOP Lung Biology Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jeremy Katzen
- Department of Medicine, Penn-CHOP Lung Biology Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Pulmonary, Allergy, and Critical Care Division, Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Evgeniy Eruslanov
- Department of Thoracic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Steven Albelda
- Pulmonary, Allergy, and Critical Care Division, Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Sunil Singhal
- Department of Thoracic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania.
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Pal R, Lwin TM, Krishnamoorthy M, Collins HR, Chan CD, Prilutskiy A, Nasrallah MP, Dijkhuis TH, Shukla S, Kendall AL, Marshall MS, Carp SA, Hung YP, Shih AR, Martinez-Lage M, Zukerberg L, Sadow PM, Faquin WC, Nahed BV, Feng AL, Emerick KS, Mieog JSD, Vahrmeijer AL, Rajasekaran K, Lee JYK, Rankin KS, Lozano-Calderon S, Varvares MA, Tanabe KK, Kumar ATN. Fluorescence lifetime of injected indocyanine green as a universal marker of solid tumours in patients. Nat Biomed Eng 2023; 7:1649-1666. [PMID: 37845517 DOI: 10.1038/s41551-023-01105-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 09/10/2023] [Indexed: 10/18/2023]
Abstract
The surgical resection of solid tumours can be enhanced by fluorescence-guided imaging. However, variable tumour uptake and incomplete clearance of fluorescent dyes reduces the accuracy of distinguishing tumour from normal tissue via conventional fluorescence intensity-based imaging. Here we show that, after systemic injection of the near-infrared dye indocyanine green in patients with various types of solid tumour, the fluorescence lifetime (FLT) of tumour tissue is longer than the FLT of non-cancerous tissue. This tumour-specific shift in FLT can be used to distinguish tumours from normal tissue with an accuracy of over 97% across tumour types, and can be visualized at the cellular level using microscopy and in larger specimens through wide-field imaging. Unlike fluorescence intensity, which depends on imaging-system parameters, tissue depth and the amount of dye taken up by tumours, FLT is a photophysical property that is largely independent of these factors. FLT imaging with indocyanine green may improve the accuracy of cancer surgeries.
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Affiliation(s)
- Rahul Pal
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Thinzar M Lwin
- Department of Surgical Oncology, City of Hope Hospital, Duarte, CA, USA
| | - Murali Krishnamoorthy
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Hannah R Collins
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Corey D Chan
- Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Andrey Prilutskiy
- Department of Pathology, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - MacLean P Nasrallah
- Department of Pathology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Tom H Dijkhuis
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
| | - Shriya Shukla
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Amy L Kendall
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Michael S Marshall
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Stefan A Carp
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Yin P Hung
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Angela R Shih
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Maria Martinez-Lage
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Lawrence Zukerberg
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Peter M Sadow
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Otolaryngology and Head and Neck Surgery, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
| | - William C Faquin
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Otolaryngology and Head and Neck Surgery, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
| | - Brian V Nahed
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Allen L Feng
- Department of Otolaryngology and Head and Neck Surgery, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
| | - Kevin S Emerick
- Department of Otolaryngology and Head and Neck Surgery, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
| | - J Sven D Mieog
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Karthik Rajasekaran
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, PA, USA
| | - John Y K Lee
- Department of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Kenneth S Rankin
- The North of England Bone and Soft Tissue Tumour Service, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Santiago Lozano-Calderon
- Department of Orthopedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Mark A Varvares
- Department of Otolaryngology and Head and Neck Surgery, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA
| | - Kenneth K Tanabe
- Division of Gastrointestinal and Oncologic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Anand T N Kumar
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA.
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Kwon MJ, House BJ, Barth CW, Solanki A, Jones JA, Davis SC, Gibbs SL. Dual probe difference specimen imaging for prostate cancer margin assessment. JOURNAL OF BIOMEDICAL OPTICS 2023; 28:082806. [PMID: 37082104 PMCID: PMC10111791 DOI: 10.1117/1.jbo.28.8.082806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 03/31/2023] [Indexed: 05/03/2023]
Abstract
Significance Positive margin status due to incomplete removal of tumor tissue during radical prostatectomy for high-risk localized prostate cancer requires reoperation or adjuvant therapy, which increases morbidity and mortality. Adverse effects of prostate cancer treatments commonly include erectile dysfunction, urinary incontinence, and bowel dysfunction, making successful initial curative prostatectomy imperative. Aim Current intraoperative tumor margin assessment is largely limited to frozen section analysis, which is a lengthy, labor-intensive process that is obtrusive to the clinical workflow within the operating room (OR). Therefore, a rapid method for prostate cancer margin assessment in the OR could improve outcomes for patients. Approach Dual probe difference specimen imaging (DDSI), which uses paired antibody-based probes that are labeled with spectrally distinct fluorophores, was shown herein for prostate cancer margin assessment. The paired antibody-based probes consisted of a targeted probe to prostate-specific membrane antigen (PSMA) and an untargeted probe, which were used as a cocktail to stain resected murine tissue specimens including prostate tumor, adipose, muscle, and normal prostate. Ratiometric images (i.e., DDSI) of the difference between targeted and untargeted probe uptake were calculated and evaluated for accuracy using receiver operator characteristic curve analysis with area under the curve values used to evaluate the utility of the DDSI method to detect PSMA positive prostate cancer. Results Targeted and untargeted probe uptake was similar between the high and low PSMA expressing tumor due to nonspecific probe uptake after topical administration. The ratiometric DDSI approach showed substantial contrast difference between the PSMA positive tumors and their respective normal tissues (prostate, adipose, muscle). Furthermore, DDSI showed substantial contrast difference between the high PSMA expressing tumors and the minimally PSMA expressing tumors due to the ratiometric correction for the nonspecific uptake patterns in resected tissues. Conclusions Previous work has shown that ratiometic imaging has strong predictive value for breast cancer margin status using topical administration. Translation of the ratiometric DDSI methodology herein from breast to prostate cancers demonstrates it as a robust, ratiometric technique that provides a molecularly specific imaging modality for intraoperative margin detection. Using the validated DDSI protocol on resected prostate cancers permitted rapid and accurate assessment of PSMA status as a surrogate for prostate cancer margin status. Future studies will further evaluate the utility of this technology to quantitatively characterize prostate margin status using PSMA as a biomarker.
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Affiliation(s)
- Marcus J. Kwon
- Oregon Health & Science University, Biomedical Engineering Department, Portland, Oregon, United States
| | - Broderick J. House
- Oregon Health & Science University, Biomedical Engineering Department, Portland, Oregon, United States
| | - Connor W. Barth
- Oregon Health & Science University, Biomedical Engineering Department, Portland, Oregon, United States
| | - Allison Solanki
- Oregon Health & Science University, Biomedical Engineering Department, Portland, Oregon, United States
| | - Jocelyn A. Jones
- Oregon Health & Science University, Biomedical Engineering Department, Portland, Oregon, United States
| | - Scott C. Davis
- Thayer School of Engineering at Dartmouth College, Hanover, New Hampshire, United States
| | - Summer L. Gibbs
- Oregon Health & Science University, Biomedical Engineering Department, Portland, Oregon, United States
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, United States
- Address all correspondence to Summer L. Gibbs,
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Blaney G, Ivich F, Sassarolia A, Niedre M, Fantini S. Dual-ratio approach for detection of point fluorophores in biological tissue. ARXIV 2023:arXiv:2305.14436v2. [PMID: 37292468 PMCID: PMC10246068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
SIGNIFICANCE Diffuse in-vivo Flow Cytometry (DiFC) is an emerging fluorescence sensing method to non-invasively detect labeled circulating cells in-vivo. However, due to Signal-to-Noise Ratio (SNR) constraints largely attributed to background tissue autofluorescence, DiFC's measurement depth is limited. multiplies Aim: The Dual-Ratio (DR) / dual-slope is a new optical measurement method that aims to suppress noise and enhance SNR to deep tissue regions. We aim to investigate the combination of DR and Near-InfraRed (NIR) DiFC to improve circulating cells' maximum detectable depth and SNR. APPROACH Phantom experiments were used to estimate the key parameters in a diffuse fluorescence excitation and emission model. This model and parameters were implemented in Monte-Carlo to simulate DR DiFC while varying noise and autofluorescence parameters to identify the advantages and limitations of the proposed technique. RESULTS Two key factors must be true to give DR DiFC an advantage over traditional DiFC; first, the fraction of noise that DR methods cannot cancel cannot be above the order of 10% for acceptable SNR. Second, DR DiFC has an advantage, in terms of SNR, if the distribution of tissue autofluorescence contributors is surface-weighted. CONCLUSIONS DR cancelable noise may be designed for (e.g. through the use of source multiplexing), and indications point to the autofluorescence contributors' distribution being truly surface-weighted in-vivo. Successful and worthwhile implementation of DR DiFC depends on these considerations, but results point to DR DiFC having possible advantages over traditional DiFC.
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Affiliation(s)
- Giles Blaney
- Tufts University, Department of Biomedical Engineering, Medford, MA USA, 02155
| | - Fernando Ivich
- Northeastern University, Department of Bioengineering, Boston, MA USA, 02120
| | - Angelo Sassarolia
- Tufts University, Department of Biomedical Engineering, Medford, MA USA, 02155
| | - Mark Niedre
- Northeastern University, Department of Bioengineering, Boston, MA USA, 02120
| | - Sergio Fantini
- Tufts University, Department of Biomedical Engineering, Medford, MA USA, 02155
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Azari F, Kennedy G, Bernstein E, Delikatny J, Lee JYK, Kucharczuk J, Low PS, Singhal S. Evaluation of OTL38-Generated Tumor-to-Background Ratio in Intraoperative Molecular Imaging-Guided Lung Cancer Resections. Mol Imaging Biol 2023; 25:85-96. [PMID: 34101106 PMCID: PMC8651846 DOI: 10.1007/s11307-021-01618-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 05/19/2021] [Accepted: 05/23/2021] [Indexed: 12/19/2022]
Abstract
INTRODUCTION Cancer surgery has multiple challenges including localizing small lesions, ensuring negative margins, and identifying synchronous cancers. One of the tools proposed to address these issues is intraoperative molecular imaging (IMI). An important consideration in IMI is the quantification of the tumor fluorescence during the procedure and using that data to add clinical value. Currently, the most commonly cited measure of quantification is the tumor-to-background ratio (TBR). Our goal was to evaluate the clinical value of TBR measured with OTL38 NIR tracer during a lung cancer resection. METHODS Intraoperative data was retrospectively reviewed from a prospectively collected 5-year database. Between 2015 and 2020, 279 patients were included in the study. For standardization, all patients underwent infusion of the same targeted molecular optical contrast agent (OTL38) for lung cancer resections; then, the mean fluorescence intensity of the tumors and background tissues were calculated. To evaluate the clinical efficacy of the TBR calculation, the results were correlated with patient, biologic, tumor, and technological factors. RESULTS For pulmonary surgery, patient factors such as gender, age, smoking history, and time from infusion of OTL38 to surgery did not have any statistical significance in predicting the TBR during surgery. In addition, TBR measurements did not correlate with location of the tumor in the lung (p = 0.123). There was no statistical correlation of preoperative positron emission tomography measurements (standardized uptake value) with intraoperative TBR. However, there was statistically significant negative correlation of in situ TBR measurement and the distance of the lesion from the surface of the organ (p < 0.001). Adenocarcinoma spectrum lesions overall had statistically significant correlation with in situ fluorescence compared to other NSCLC malignancies (p < 0.01) but TBR measurements could not identify histopathologic subtype on univariate analysis (p = 0.089). There was a tendency for in situ fluorescence for moderately and well-differentiated adenocarcinoma spectrum lesions, but this was not statistically significant. When comparing the in situ TBR of benign to malignant nodules in the lung, there was no statistically significant association (p = 0.145). In subset analysis, adenocarcinoma spectrum lesions tend to fluoresce at brighter with OTL38 compared to other histologic subtypes. CONCLUSION In our various iterations, the results of our retrospective analysis did not show that TBR measurements during OTL38-guided surgery provide clinically useful information about the nature of the nodule or cancer. The true value of IMI is in the ability for the surgeon to use the fluorescence to guide the surgeon to the tumor and margins, but that sophisticated quantification of the amount of fluorescence may not have clinical utility.
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Affiliation(s)
- Feredun Azari
- Department of Thoracic Surgery, University of Pennsylvania Perelman School of Medicine, 3400 Spruce Street, 6 White Building, Philadelphia, PA, 19104, USA
| | - Gregory Kennedy
- Department of Thoracic Surgery, University of Pennsylvania Perelman School of Medicine, 3400 Spruce Street, 6 White Building, Philadelphia, PA, 19104, USA
| | - Elizabeth Bernstein
- Department of Thoracic Surgery, University of Pennsylvania Perelman School of Medicine, 3400 Spruce Street, 6 White Building, Philadelphia, PA, 19104, USA
| | - James Delikatny
- Department of Radiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - John Y K Lee
- Department of Neurosurgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - John Kucharczuk
- Department of Thoracic Surgery, University of Pennsylvania Perelman School of Medicine, 3400 Spruce Street, 6 White Building, Philadelphia, PA, 19104, USA
| | - Phil S Low
- Department of Chemistry, Purdue University, West Lafayette, IN, USA
| | - Sunil Singhal
- Department of Thoracic Surgery, University of Pennsylvania Perelman School of Medicine, 3400 Spruce Street, 6 White Building, Philadelphia, PA, 19104, USA.
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Azari F, Meijer RPJ, Kennedy GT, Hanna A, Chang A, Nadeem B, Din A, Pèlegrin A, Framery B, Cailler F, Sullivan NT, Kucharczuk J, Martin LW, Vahrmeijer AL, Singhal S. Carcinoembryonic Antigen-Related Cell Adhesion Molecule Type 5 Receptor-Targeted Fluorescent Intraoperative Molecular Imaging Tracer for Lung Cancer: A Nonrandomized Controlled Trial. JAMA Netw Open 2023; 6:e2252885. [PMID: 36705924 PMCID: PMC10292762 DOI: 10.1001/jamanetworkopen.2022.52885] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
Importance Localization of subcentimeter ground glass opacities during minimally invasive thoracoscopic lung cancer resections is a significant challenge in thoracic oncology. Intraoperative molecular imaging has emerged as a potential solution, but the availability of suitable fluorescence agents is a limiting factor. Objective To evaluate the suitability of SGM-101, a carcinoembryonic antigen-related cell adhesion molecule type 5 (CEACAM5) receptor-targeted near-infrared fluorochrome, for molecular imaging-guided lung cancer resections, because glycoprotein is expressed in more than 80% of adenocarcinomas. Design, Setting, and Participants For this nonrandomized, proof-of-principal, phase 1 controlled trial, patients were divided into 2 groups between August 1, 2020, and January 31, 2022. Patients with known CEACAM5-positive gastrointestinal tumors suggestive of lung metastasis were selected as proof-of-principle positive controls. The investigative group included patients with lung nodules suggestive of primary lung malignant neoplasms. Patients 18 years or older without significant comorbidities that precluded surgical exploration with suspicious pulmonary nodules requiring surgical biopsy were included in the study. Interventions SGM-101 (10 mg) was infused up to 5 days before index operation, and pulmonary nodules were imaged using a near-infrared camera system with a dedicated thoracoscope. Main Outcomes and Measures SGM-101 localization to pulmonary nodules and its correlation with CEACAM5 glycoprotein expression by the tumor as quantified by tumor and normal pulmonary parenchymal fluorescence. Results Ten patients (5 per group; 5 male and 5 female; median [IQR] age, 66 [58-69] years) with 14 total lesions (median [range] lesion size, 0.91 [0.90-2.00] cm) were enrolled in the study. In the control group of 4 patients (1 patient did not undergo surgical resection because of abnormal preoperative cardiac clearance findings that were not deemed related to SGM-101 infusion), the mean (SD) lesion size was 1.33 (0.48) cm, 2 patients had elevated serum CEA markers, and 2 patients had normal serum CEA levels. Of the 4 patients who underwent surgical intervention, those with 2+ and 3+ tissue CEACAM5 expression had excellent tumor fluorescence, with a mean (SD) tumor to background ratio of 3.11 (0.45). In the patient cohort, the mean (SD) lesion size was 0.68 (0.22) cm, and no elevations in serum CEA levels were found. Lack of SGM-101 fluorescence was associated with benign lesions and with lack of CEACAM5 staining. Conclusions and Relevance This in-human proof-of-principle nonrandomized controlled trial demonstrated SGM-101 localization to CEACAM5-positive tumors with the detection of real-time near-infrared fluorescence in situ, ex vivo, and by immunofluorescence microscopy. These findings suggest that SGM-101 is a safe, receptor-specific, and feasible intraoperative molecular imaging fluorochrome that should be further evaluated in randomized clinical trials. Trial Registration ClinicalTrials.gov identifier: NCT04315467.
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Affiliation(s)
- Feredun Azari
- Department of Thoracic Surgery, University of Pennsylvania, Philadelphia
| | - Ruben P J Meijer
- Centre for Human Drug Research, Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
| | - Gregory T Kennedy
- Department of Thoracic Surgery, University of Pennsylvania, Philadelphia
| | - Andrew Hanna
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Ashley Chang
- Department of Thoracic Surgery, University of Pennsylvania, Philadelphia
| | - Bilal Nadeem
- Department of Thoracic Surgery, University of Pennsylvania, Philadelphia
| | - Azra Din
- Department of Thoracic Surgery, University of Pennsylvania, Philadelphia
| | - André Pèlegrin
- SurgiMab, Montpellier, France
- Institute of Cancer Research of Montpellier, University of Montpellier, Montpellier, France
| | | | | | - Neil T Sullivan
- Department of Thoracic Surgery, University of Pennsylvania, Philadelphia
| | - John Kucharczuk
- Department of Thoracic Surgery, University of Pennsylvania, Philadelphia
| | - Linda W Martin
- Department of Thoracic Surgery, University of Virginia School of Medicine, Charlottesville
| | - Alexander L Vahrmeijer
- Centre for Human Drug Research, Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
| | - Sunil Singhal
- Department of Thoracic Surgery, University of Pennsylvania, Philadelphia
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Collins T, Bencteux V, Benedicenti S, Moretti V, Mita MT, Barbieri V, Rubichi F, Altamura A, Giaracuni G, Marescaux J, Hostettler A, Diana M, Viola MG, Barberio M. Automatic optical biopsy for colorectal cancer using hyperspectral imaging and artificial neural networks. Surg Endosc 2022; 36:8549-8559. [PMID: 36008640 DOI: 10.1007/s00464-022-09524-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 07/31/2022] [Indexed: 02/07/2023]
Abstract
BACKGROUND Intraoperative identification of cancerous tissue is fundamental during oncological surgical or endoscopic procedures. This relies on visual assessment supported by histopathological evaluation, implying a longer operative time. Hyperspectral imaging (HSI), a contrast-free and contactless imaging technology, provides spatially resolved spectroscopic analysis, with the potential to differentiate tissue at a cellular level. However, HSI produces "big data", which is impossible to directly interpret by clinicians. We hypothesize that advanced machine learning algorithms (convolutional neural networks-CNNs) can accurately detect colorectal cancer in HSI data. METHODS In 34 patients undergoing colorectal resections for cancer, immediately after extraction, the specimen was opened, the tumor-bearing section was exposed and imaged using HSI. Cancer and normal mucosa were categorized from histopathology. A state-of-the-art CNN was developed to automatically detect regions of colorectal cancer in a hyperspectral image. Accuracy was validated with three levels of cross-validation (twofold, fivefold, and 15-fold). RESULTS 32 patients had colorectal adenocarcinomas confirmed by histopathology (9 left, 11 right, 4 transverse colon, and 9 rectum). 6 patients had a local initial stage (T1-2) and 26 had a local advanced stage (T3-4). The cancer detection performance of the CNN using 15-fold cross-validation showed high sensitivity and specificity (87% and 90%, respectively) and a ROC-AUC score of 0.95 (considered outstanding). In the T1-2 group, the sensitivity and specificity were 89% and 90%, respectively, and in the T3-4 group, the sensitivity and specificity were 81% and 93%, respectively. CONCLUSIONS Automatic colorectal cancer detection on fresh specimens using HSI, using a properly trained CNN is feasible and accurate, even with small datasets, regardless of the local tumor extension. In the near future, this approach may become a useful intraoperative tool during oncological endoscopic and surgical procedures, and may result in precise and non-destructive optical biopsies to support objective and consistent tumor-free resection margins.
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Affiliation(s)
- Toby Collins
- Research Institute Against Digestive Cancer (IRCAD France), Strasbourg, France.
- Research Institute Against Digestive Cancer (IRCAD Africa), Kigali, Rwanda.
| | - Valentin Bencteux
- Research Institute Against Digestive Cancer (IRCAD France), Strasbourg, France
- ICUBE Laboratory, Photonics Instrumentation for Health, Strasbourg, France
| | | | | | | | | | | | - Amedeo Altamura
- Department of Surgery, Ospedale Card. G. Panico, Tricase, Italy
| | | | - Jacques Marescaux
- Research Institute Against Digestive Cancer (IRCAD France), Strasbourg, France
- Research Institute Against Digestive Cancer (IRCAD Africa), Kigali, Rwanda
| | - Alex Hostettler
- Research Institute Against Digestive Cancer (IRCAD France), Strasbourg, France
- Research Institute Against Digestive Cancer (IRCAD Africa), Kigali, Rwanda
| | - Michele Diana
- Research Institute Against Digestive Cancer (IRCAD France), Strasbourg, France
- ICUBE Laboratory, Photonics Instrumentation for Health, Strasbourg, France
| | | | - Manuel Barberio
- Research Institute Against Digestive Cancer (IRCAD France), Strasbourg, France
- Department of Surgery, Ospedale Card. G. Panico, Tricase, Italy
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10
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Fluorescence-Based Microendoscopic Sensing System for Minimally Invasive In Vivo Bladder Cancer Diagnosis. BIOSENSORS 2022; 12:bios12080631. [PMID: 36005027 PMCID: PMC9406178 DOI: 10.3390/bios12080631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 08/04/2022] [Accepted: 08/09/2022] [Indexed: 11/17/2022]
Abstract
Bladder cancer is commonly diagnosed by evaluating the tissue morphology through cystoscopy, and tumor resection is used as the primary treatment approach. However, these methods are limited by lesion site specificity and resection margin, and can thereby fail to detect cancer lesions at early stages. Nevertheless, rapid diagnosis without biopsy may be possible through fluorescence sensing. Herein, we describe a minimally invasive imaging system capable of sensing even small tumors through a 1.2 mm diameter flexible fiber bundle microprobe. We demonstrate that this new device can be used for the early diagnosis of bladder cancer in rats. Bladder cancer was induced in rats using the carcinogen N-butyl-N-(4-hydroxybutyl)nitrosamine (BBN), and a togglable filter capable of PpIX fluorescence sensing was installed in the microendoscopic system. Following 5-aminolevulinic acid administration, tissue in the early stages of bladder cancer was successfully identified with fluorescence detection and confirmed with hematoxylin/eosin and ferrochelatase staining. Although the time required for BBN to induce bladder cancer varied between 3 and 4 weeks among the rats, the microendoscopic system allowed the minimally invasive follow-up on cancer development.
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11
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Bhandari C, Fakhry J, Eroy M, Song JJ, Samkoe K, Hasan T, Hoyt K, Obaid G. Towards Photodynamic Image-Guided Surgery of Head and Neck Tumors: Photodynamic Priming Improves Delivery and Diagnostic Accuracy of Cetuximab-IRDye800CW. Front Oncol 2022; 12:853660. [PMID: 35837101 PMCID: PMC9273965 DOI: 10.3389/fonc.2022.853660] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 05/06/2022] [Indexed: 11/17/2022] Open
Abstract
Fluorescence image-guided surgery (IGS) using antibody conjugates of the fluorophore IRDye800CW have revolutionized the surgical debulking of tumors. Cetuximab, an anti-epidermal growth factor receptor (EGFR) monoclonal antibody, conjugated to IRDye800CW (Cet-IRDye800) is the first molecular targeted antibody probe to be used for IGS in head and neck cancer patients. In addition to surgical debulking, Cetuximab-targeted photodynamic therapy (photoimmunotherapy; PIT) is emerging in the clinic as a powerful modality for head and neck tumor photodestruction. A plethora of other photoactivable agents are also in clinical trials for photodynamic-based therapies of head and neck cancer. Considering the vascular and stromal modulating effects of sub-therapeutic photodynamic therapy, namely photodynamic priming (PDP), this study explores the potential synergy between PDP and IGS for a novel photodynamic image-guided surgery (P-IGS) strategy. To the best of our knowledge, this is the first demonstration that PDP of the tumor microenvironment can augment the tumor delivery of full-length antibodies, namely Cet-IRDye800. In this study, we demonstrate a proof-of-concept that PDP primes orthotopic FaDu human head and neck tumors in mice for P-IGS by increasing the delivery of Cet-IRDye800 by up to 138.6%, by expediting its interstitial accumulation by 10.5-fold, and by increasing its fractional tumor coverage by 49.5% at 1 h following Cet-IRDye800 administration. Importantly, PDP improves the diagnostic accuracy of tumor detection by up to 264.2% with respect to vicinal salivary glands at 1 h. As such, PDP provides a time-to-surgery benefit by reducing the time to plateau 10-fold from 25.7 h to 2.5 h. We therefore propose that a pre-operative PDP regimen can expedite and augment the accuracy of IGS-mediated surgical debulking of head and neck tumors and reduce the time-to-IGS. Furthermore, this P-IGS regimen, can also enable a forward-looking post-operative protocol for the photodestruction of unresectable microscopic disease in the surgical bed. Beyond this scope, the role of PDP in the homogenous delivery of diagnostic, theranostic and therapeutic antibodies in solid tumors is of considerable significance to the wider community.
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Affiliation(s)
- Chanda Bhandari
- Department of Bioengineering, University of Texas at Dallas, Richardson, TX, United States
| | - John Fakhry
- Department of Bioengineering, University of Texas at Dallas, Richardson, TX, United States
| | - Menitte Eroy
- Department of Bioengineering, University of Texas at Dallas, Richardson, TX, United States
| | - Jane Junghwa Song
- Department of Bioengineering, University of Texas at Dallas, Richardson, TX, United States
| | - Kimberley Samkoe
- Thayer School of Engineering, Dartmouth College, Hanover, NH, United States
| | - Tayyaba Hasan
- Wellman Center for Photomedicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
- Division of Health Sciences and Technology, Harvard University and Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Kenneth Hoyt
- Department of Bioengineering, University of Texas at Dallas, Richardson, TX, United States
| | - Girgis Obaid
- Department of Bioengineering, University of Texas at Dallas, Richardson, TX, United States
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12
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Mulder EEAP, Verver D, van der Klok T, de Wijs CJ, van den Bosch TPP, De Herdt MJ, van der Steen B, Verhoef C, van der Veldt AAM, Grünhagen DJ, Koljenovic S. Mesenchymal-epithelial transition factor (MET) immunoreactivity in positive sentinel nodes from patients with melanoma. Ann Diagn Pathol 2022; 58:151909. [PMID: 35151198 DOI: 10.1016/j.anndiagpath.2022.151909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 01/17/2022] [Accepted: 01/30/2022] [Indexed: 11/01/2022]
Abstract
OBJECTIVE Patients with cutaneous melanoma and a positive sentinel node (SN) are currently eligible for adjuvant treatment with targeted therapy and immune checkpoint inhibitors. Near-infrared (NIR) fluorescence imaging could be an alternative and less invasive tool for SN biopsy to select patients for adjuvant treatment. One potential target for NIR is the mesenchymal-epithelial transition factor (MET). This study aimed to assess MET immunoreactivity in positive SNs and to evaluate its potential diagnostic, prognostic and therapeutic value. METHODS In this retrospective study, positive SN samples from patients with primary cutaneous melanoma were collected to assess MET immunoreactivity. To this end, paraffin-embedded SNs were stained for MET (monoclonal antibody D1C2). A 4-point Histoscore was used to determine cytoplasmic and membranous immunoreactivity (0 negative/1 weak/2 moderate/3 strong). Samples were considered positive when ≥10% of the cancer cells showed MET expression (staining intensity ≥1). Patient and clinicopathological characteristics were used for descriptive statistics, binary logistic regression, and survival analyses. RESULTS Positive MET immunohistochemistry was observed in 24 out of 37 samples (65%). No statistically significant associations were found between MET positivity and the following prognostic factors: Breslow thickness (P = 0.961), ulceration (P = 1.000), and SN tumor burden (P = 0.792). According to MET positivity, Kaplan-Meier curves showed no significant differences in survival. CONCLUSION This exploratory study found no evidence to support MET immunoreactivity in positive SNs as a possible diagnostic or prognostic indicator in patients with melanoma.
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Affiliation(s)
- Evalyn E A P Mulder
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands; Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands.
| | - Daniëlle Verver
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands.
| | | | - Calvin J de Wijs
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands.
| | | | - Maria J De Herdt
- Department of Otorhinolaryngology and Head and Neck Surgery, Erasmus MC Cancer Institute, Rotterdam, the Netherlands.
| | - Berdine van der Steen
- Department of Otorhinolaryngology and Head and Neck Surgery, Erasmus MC Cancer Institute, Rotterdam, the Netherlands.
| | - Cornelis Verhoef
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands.
| | - Astrid A M van der Veldt
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands; Department of Radiology & Nuclear Medicine, Erasmus MC Cancer Institute, Rotterdam, the Netherlands.
| | - Dirk J Grünhagen
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands.
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13
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Pal R, Hom M, van den Berg NS, Lwin TM, Lee YJ, Prilutskiy A, Faquin W, Yang E, Saladi SV, Varvares MA, Rosenthal EL, Kumar ATN. First Clinical Results of Fluorescence Lifetime-enhanced Tumor Imaging Using Receptor-targeted Fluorescent Probes. Clin Cancer Res 2022; 28:2373-2384. [PMID: 35302604 PMCID: PMC9167767 DOI: 10.1158/1078-0432.ccr-21-3429] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 11/23/2021] [Accepted: 03/15/2022] [Indexed: 11/16/2022]
Abstract
PURPOSE Fluorescence molecular imaging, using cancer-targeted near infrared (NIR) fluorescent probes, offers the promise of accurate tumor delineation during surgeries and the detection of cancer specific molecular expression in vivo. However, nonspecific probe accumulation in normal tissue results in poor tumor fluorescence contrast, precluding widespread clinical adoption of novel imaging agents. Here we present the first clinical evidence that fluorescence lifetime (FLT) imaging can provide tumor specificity at the cellular level in patients systemically injected with panitumumab-IRDye800CW, an EGFR-targeted NIR fluorescent probe. EXPERIMENTAL DESIGN We performed wide-field and microscopic FLT imaging of resection specimens from patients injected with panitumumab-IRDye800CW under an FDA directed clinical trial. RESULTS We show that the FLT within EGFR-overexpressing cancer cells is significantly longer than the FLT of normal tissue, providing high sensitivity (>98%) and specificity (>98%) for tumor versus normal tissue classification, despite the presence of significant nonspecific probe accumulation. We further show microscopic evidence that the mean tissue FLT is spatially correlated (r > 0.85) with tumor-specific EGFR expression in tissue and is consistent across multiple patients. These tumor cell-specific FLT changes can be detected through thick biological tissue, allowing highly specific tumor detection and noninvasive monitoring of tumor EFGR expression in vivo. CONCLUSIONS Our data indicate that FLT imaging is a promising approach for enhancing tumor contrast using an antibody-targeted NIR probe with a proven safety profile in humans, suggesting a strong potential for clinical applications in image guided surgery, cancer diagnostics, and staging.
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Affiliation(s)
- Rahul Pal
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 13 Street, Building 149, Charlestown MA 02129
| | - Marisa Hom
- Department of Otolaryngology, Vanderbilt University Medical Center, 1211 Medical Center Dr, Nashville, TN 37232
| | | | - Thinzar M Lwin
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Boston MA
| | - Yu-Jin Lee
- Department of Otolaryngology, Stanford University School of Medicine, 900 Blake Wilbur Drive, Stanford CA
| | - Andrey Prilutskiy
- Department of Pathology, University of Wisconsin School of Medicine and Public Health, Madison WI
| | - William Faquin
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Boston MA
| | - Eric Yang
- Department of Pathology, Stanford University School of Medicine, 900 Blake Wilbur Drive, Stanford CA
| | - Srinivas V. Saladi
- Department of Otolaryngology and Head and Neck Surgery, Massachusetts Eye and Ear, Harvard Medical School, 55 Fruit Street, Boston MA
| | - Mark A. Varvares
- Department of Otolaryngology and Head and Neck Surgery, Massachusetts Eye and Ear, Harvard Medical School, 55 Fruit Street, Boston MA
| | - Eben L. Rosenthal
- Department of Otolaryngology, Vanderbilt University Medical Center, 1211 Medical Center Dr, Nashville, TN 37232
| | - Anand T. N. Kumar
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 13 Street, Building 149, Charlestown MA 02129
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14
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Ivich F, Pace J, Williams AL, Shumel M, Fang Q, Niedre M. Signal and measurement considerations for human translation of diffuse in vivo flow cytometry. JOURNAL OF BIOMEDICAL OPTICS 2022; 27:JBO-220066R. [PMID: 35726129 PMCID: PMC9207655 DOI: 10.1117/1.jbo.27.6.067001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 05/27/2022] [Indexed: 06/15/2023]
Abstract
SIGNIFICANCE "Diffuse in vivo flow cytometry" (DiFC) is an emerging technology for fluorescence detection of rare circulating cells directly in large deep-seated blood vessels in mice. Because DiFC uses highly scattered light, in principle, it could be translated to human use. However, an open question is whether fluorescent signals from single cells would be detectable in human-scale anatomies. AIM Suitable blood vessels in a human wrist or forearm are at a depth of ∼2 to 4 mm. The aim of this work was to study the impact of DiFC instrument geometry and wavelength on the detected DiFC signal and on the maximum depth of detection of a moving cell. APPROACH We used Monte Carlo simulations to compute fluorescence Jacobian (sensitivity) matrices for a range of source and detector separations (SDS) and tissue optical properties over the visible and near infrared spectrum. We performed experimental measurements with three available versions of DiFC (488, 640, and 780 nm), fluorescent microspheres, and tissue mimicking optical flow phantoms. We used both computational and experimental data to estimate the maximum depth of detection at each combination of settings. RESULTS For the DiFC detection problem, our analysis showed that for deep-seated blood vessels, the maximum sensitivity was obtained with NIR light (780 nm) and 3-mm SDS. CONCLUSIONS These results suggest that-in combination with a suitable molecularly targeted fluorescent probes-circulating cells and nanosensors could, in principle, be detectable in circulation in humans.
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Affiliation(s)
- Fernando Ivich
- Northeastern University, Department of Bioengineering, Boston, Massachusetts, United States
| | - Joshua Pace
- Northeastern University, Department of Bioengineering, Boston, Massachusetts, United States
| | - Amber L. Williams
- Northeastern University, Department of Bioengineering, Boston, Massachusetts, United States
| | - Malcolm Shumel
- Northeastern University, Department of Bioengineering, Boston, Massachusetts, United States
| | - Qianqian Fang
- Northeastern University, Department of Bioengineering, Boston, Massachusetts, United States
| | - Mark Niedre
- Northeastern University, Department of Bioengineering, Boston, Massachusetts, United States
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15
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Cho SS, Teng CW, De Ravin E, Singh YB, Lee JYK. Assessment and Comparison of Three Dimensional Exoscopes for Near-Infrared Fluorescence-Guided Surgery using Second-Window Indocyanine-Green. J Korean Neurosurg Soc 2022; 65:572-581. [PMID: 35418003 PMCID: PMC9271809 DOI: 10.3340/jkns.2021.0202] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 09/23/2021] [Indexed: 11/27/2022] Open
Abstract
Objective Compared to microscopes, exoscopes have advantages in field-depth, ergonomics, and educational value. Exoscopes are especially well-poised for adaptation into fluorescence-guided surgery (FGS) due to their excitation source, light path, and image processing capabilities. We evaluated the feasibility of near-infrared FGS using a 3-dimensional (3D), 4 K exoscope with near-infrared fluorescence imaging capability. We then compared it to the most sensitive, commercially-available near-infrared exoscope system (3D and 960 p). In-vitro and intraoperative comparisons were performed.
Methods Serial dilutions of indocyanine-green (1–2000 μg/mL) were imaged with the 3D, 4 K Olympus Orbeye (system 1) and the 3D, 960 p VisionSense Iridium (system 2). Near-infrared sensitivity was calculated using signal-to-background ratios (SBRs). In addition, three patients with brain tumors were administered indocyanine-green and imaged with system 1, with two also imaged with system 2 for comparison.
Results Systems 1 and 2 detected near-infrared fluorescence from indocyanine green concentrations of >250 μg/L and >31.3 μg/L, respectively. Intraoperatively, system 1 visualized strong near-infrared fluorescence from two, strongly gadolinium-enhancing meningiomas (SBR=2.4, 1.7). The high-resolution, bright images were sufficient for the surgeon to appreciate the underlying anatomy in the near-infrared mode. However, system 1 was not able to visualize fluorescence from a weakly-enhancing intraparenchymal metastasis. In contrast, system 2 successfully visualized both the meningioma and the metastasis but lacked high resolution stereopsis.
Conclusion Three-dimensional exoscope systems provide an alternative visualization platform for both standard microsurgery and near-infrared fluorescent guided surgery. However, when tumor fluorescence is weak (i.e., low fluorophore uptake, deep tumors), highly sensitive near-infrared visualization systems may be required.
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Affiliation(s)
- Steve S Cho
- Department of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Clare W Teng
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Emma De Ravin
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Yash B Singh
- Department of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - John Y K Lee
- Department of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia, PA
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Intraoperative near-infrared fluorescence imaging can identify pelvic nerves in patients with cervical cancer in real time during radical hysterectomy. Eur J Nucl Med Mol Imaging 2022; 49:2929-2937. [PMID: 35230489 PMCID: PMC9206623 DOI: 10.1007/s00259-022-05686-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2021] [Accepted: 01/09/2022] [Indexed: 11/18/2022]
Abstract
Purpose Radical hysterectomy combined with pelvic lymphadenectomy is the standard treatment for early-stage cervical cancer, but unrecognized pelvic nerves are vulnerable to irreversible damage during surgery. This early clinical trial investigated the feasibility and safety of intraoperative near-infrared (NIR) fluorescence imaging (NIR-FI) with indocyanine green (ICG) for identifying pelvic nerves during radical hysterectomy for cervical cancer. Methods Sixty-six adults with cervical cancer were enrolled in this prospective, open-label, single-arm, single-center clinical trial. NIR-FI was performed in vivo to identify genitofemoral (GN), obturator (ON), and hypogastric (HN) nerves intraoperatively. The primary endpoint was the presence of fluorescence in pelvic nerves. Secondary endpoints were the ICG distribution in a nerve specimen and potential underlying causes of fluorescence emission in pelvic nerves. Results In total, 63 patients were analyzed. The ON was visualized bilaterally in 100% (63/63) of patients, with a mean fluorescence signal-to-background ratio (SBR) of 5.3±2.1. The GN was identified bilaterally in 93.7% (59/63) of patients and unilaterally in the remaining 4 patients, with a mean SBR of 4.1±1.9. The HN was identified bilaterally in 81.0% (51/63) of patients and unilaterally in 7.9% (5/63) of patients, with a mean SBR of 3.5±1.3. ICG fluorescence was detected in frozen sections of a nerve specimen, and was mainly distributed in axons. No ICG-related complications were observed. Conclusion This early clinical trial demonstrated the feasibility and safety of NIR-FI to visualize pelvic nerves intraoperatively. Thus, NIR-FI may help surgeons adjust surgical decision-making, avoid nerve damage, and improve surgical outcomes. Trial registration ClinicalTrials.gov NCT04224467
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Michie MS, Xu B, Sudlow G, Springer LE, Pham CT, Achilefu S. Side-chain modification of collagen-targeting peptide prevents dye aggregation for improved molecular imaging of arthritic joints. J Photochem Photobiol A Chem 2022; 424:113624. [PMID: 36406204 PMCID: PMC9673490 DOI: 10.1016/j.jphotochem.2021.113624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Near-infrared (NIR) dye-peptide conjugates are widely used for tissue-targeted molecular fluorescence imaging of pathophysiologic conditions. However, the significant contribution of both dye and peptide to the net mass of these bioconjugates implies that small changes in either component could alter their photophysical and biological properties. Here, we synthesized and conjugated a type I collagen targeted peptide, RRANAALKAGELYKCILY, to either a hydrophobic (LS1000) or hydrophilic (LS1006) NIR fluorescent dye. Spectroscopic analysis revealed rapid self-assembly of both LS1000 and LS1006 in aqueous media to form stable dimeric/H aggregates, regardless of the free dye's solubility in water. We discovered that replacing the cysteine residue in LS1000 and LS1006 with acetamidomethyl cysteine to afford LS1001 and LS1107, respectively, disrupted the peptide's self-assembly and activated the previously quenched dye's fluorescence in aqueous conditions. These results highlight the dominant role of the octadecapeptide, but not the dye molecules, in controlling the photophysical properties of these conjugates by likely sequestering or extruding the hydrophobic or hydrophilic dyes, respectively. Application of the compounds for imaging collagen-rich tissue in an animal model of inflammatory arthritis showed enhanced uptake of all four conjugates, which retained high collagen-binding affinity, in inflamed joints. Moreover, LS1001 and LS1107 improved the arthritic joint-to-background contrast, suggesting that reduced aggregation enhanced the clearance of these compounds from non-target tissues. Our results highlight a peptide-driven strategy to alter the aggregation states of molecular probes in aqueous solutions, irrespective of the water-solubilizing properties of the dye molecules. The interplay between the monomeric and aggregated forms of the conjugates using simple thiol-modifiers lends the peptide-driven approach to diverse applications, including the effective imaging of inflammatory arthritis joints.
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Affiliation(s)
- Megan S. Michie
- Optical Radiology Laboratory, Department of Radiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Baogang Xu
- Optical Radiology Laboratory, Department of Radiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Gail Sudlow
- Optical Radiology Laboratory, Department of Radiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Luke E. Springer
- Department of Medicine, Division of Rheumatology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Christine T.N. Pham
- Department of Medicine, Division of Rheumatology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Samuel Achilefu
- Optical Radiology Laboratory, Department of Radiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO, 63130, USA
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, 63110, USA
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, MO, 63110, USA
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Fundamentals and developments in fluorescence-guided cancer surgery. Nat Rev Clin Oncol 2022; 19:9-22. [PMID: 34493858 DOI: 10.1038/s41571-021-00548-3] [Citation(s) in RCA: 109] [Impact Index Per Article: 54.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/26/2021] [Indexed: 02/07/2023]
Abstract
Fluorescence-guided surgery using tumour-targeted imaging agents has emerged over the past decade as a promising and effective method of intraoperative cancer detection. An impressive number of fluorescently labelled antibodies, peptides, particles and other molecules related to cancer hallmarks have been developed for the illumination of target lesions. New approaches are being implemented to translate these imaging agents into the clinic, although only a few have made it past early-phase clinical trials. For this translational process to succeed, target selection, imaging agents and their related detection systems and clinical implementation have to operate in perfect harmony to enable real-time intraoperative visualization that can benefit patients. Herein, we review key aspects of this imaging cascade and focus on imaging approaches and methods that have helped to shed new light onto the field of intraoperative fluorescence-guided cancer surgery with the singular goal of improving patient outcomes.
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Giantini Larsen AM, Parker WE, Cho SS, Goldberg JL, Carnevale JA, Michael AP, Teng CW, De Ravin E, Brennan CW, Lee JYK, Schwartz TH. The Evolution of 5-Aminolevulinic Acid Fluorescence Visualization: Time for a Headlamp/Loupe Combination. World Neurosurg 2021; 159:136-143. [PMID: 34971836 DOI: 10.1016/j.wneu.2021.12.089] [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: 10/27/2021] [Revised: 12/20/2021] [Accepted: 12/21/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND The use of 5-ALA for intraoperative protoporphyrin IX (PpIX) fluorescent imaging in the resection of malignant gliomas has been demonstrated to improve tumor visualization, increase extent of resection, and extend progression-free survival. The current technique for visualization of 5-ALA consists of excitation and emission filters built into the operating microscope. However, there are notable limitations to this process, including low quantum yield, expense, and masking of surrounding anatomy. METHODS We present three cases in which three separate methods were employed for visualizing fluorescence. The devices reported are 1) a low-cost blue light flashlight and 2) a low-cost headlamp, and 3) the first reported case of the new Design for Vision® REVEAL™ FGS (Fluorescence Guided Surgery) 5-ALA fluorescent headlight and loupes. The aim of the study is to provide confirmation that tumor fluorescence can be observed using commercially-available products other than the microscope. RESULTS We demonstrate through three intraoperative cases that a variety of devices can produce visible fluorescence of the high-grade tumor and allow for simultaneous real-time visualization of the adjacent brain parenchyma and vasculature. The REVEAL™ FGS system appears to offer increased fluorescence emission compared to all other methods, including the microscope. CONCLUSIONS Our study demonstrates the feasibility of using blue/ultraviolet light supplied by a commercially available, inexpensive flashlight or headlamp to visualize 5-ALA fluorescence in high-grade gliomas. We also provide the first documentation of intraoperative use of the new Design for Vision® REVEAL™ FGS 5-ALA fluorescent headlight and loupes and report on the experience. Lack of an operative microscope capable of fluorescent illumination should not be a limiting factor in performing fluorescent-guided glioma resection.
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Affiliation(s)
- Alexandra M Giantini Larsen
- Department of Neurological Surgery, Weill Cornell Medicine, New York Presbyterian Hospital, New York, NY, USA; Department of Neurological Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Whitney E Parker
- Department of Neurological Surgery, Weill Cornell Medicine, New York Presbyterian Hospital, New York, NY, USA; Department of Neurological Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Steve S Cho
- Department of Neurological Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Jacob L Goldberg
- Department of Neurological Surgery, Weill Cornell Medicine, New York Presbyterian Hospital, New York, NY, USA; Department of Neurological Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Joseph A Carnevale
- Department of Neurological Surgery, Weill Cornell Medicine, New York Presbyterian Hospital, New York, NY, USA; Department of Neurological Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Alex P Michael
- Department of Neurological Surgery, Weill Cornell Medicine, New York Presbyterian Hospital, New York, NY, USA
| | - Clare W Teng
- Department of Neurological Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Emma De Ravin
- Department of Neurological Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Cameron W Brennan
- Department of Neurological Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - John Y K Lee
- Department of Neurological Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Theodore H Schwartz
- Department of Neurological Surgery, Weill Cornell Medicine, New York Presbyterian Hospital, New York, NY, USA.
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20
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Wendler T, van Leeuwen FWB, Navab N, van Oosterom MN. How molecular imaging will enable robotic precision surgery : The role of artificial intelligence, augmented reality, and navigation. Eur J Nucl Med Mol Imaging 2021; 48:4201-4224. [PMID: 34185136 PMCID: PMC8566413 DOI: 10.1007/s00259-021-05445-6] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 06/01/2021] [Indexed: 02/08/2023]
Abstract
Molecular imaging is one of the pillars of precision surgery. Its applications range from early diagnostics to therapy planning, execution, and the accurate assessment of outcomes. In particular, molecular imaging solutions are in high demand in minimally invasive surgical strategies, such as the substantially increasing field of robotic surgery. This review aims at connecting the molecular imaging and nuclear medicine community to the rapidly expanding armory of surgical medical devices. Such devices entail technologies ranging from artificial intelligence and computer-aided visualization technologies (software) to innovative molecular imaging modalities and surgical navigation (hardware). We discuss technologies based on their role at different steps of the surgical workflow, i.e., from surgical decision and planning, over to target localization and excision guidance, all the way to (back table) surgical verification. This provides a glimpse of how innovations from the technology fields can realize an exciting future for the molecular imaging and surgery communities.
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Affiliation(s)
- Thomas Wendler
- Chair for Computer Aided Medical Procedures and Augmented Reality, Technische Universität München, Boltzmannstr. 3, 85748 Garching bei München, Germany
| | - Fijs W. B. van Leeuwen
- Department of Radiology, Interventional Molecular Imaging Laboratory, Leiden University Medical Center, Leiden, The Netherlands
- Department of Urology, The Netherlands Cancer Institute - Antonie van Leeuwenhoek Hospital, Amsterdam, The Netherlands
- Orsi Academy, Melle, Belgium
| | - Nassir Navab
- Chair for Computer Aided Medical Procedures and Augmented Reality, Technische Universität München, Boltzmannstr. 3, 85748 Garching bei München, Germany
- Chair for Computer Aided Medical Procedures Laboratory for Computational Sensing + Robotics, Johns-Hopkins University, Baltimore, MD USA
| | - Matthias N. van Oosterom
- Department of Radiology, Interventional Molecular Imaging Laboratory, Leiden University Medical Center, Leiden, The Netherlands
- Department of Urology, The Netherlands Cancer Institute - Antonie van Leeuwenhoek Hospital, Amsterdam, The Netherlands
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21
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Tung CH, Han MS, Shen Z, Gray BD, Pak KY, Wang J. Near-Infrared Fluorogenic Spray for Rapid Tumor Sensing. ACS Sens 2021; 6:3657-3666. [PMID: 34549942 DOI: 10.1021/acssensors.1c01370] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Surgical resection of cancerous tissues is a critical procedure for solid tumor treatment. During the operation, the surgeon mostly identifies the cancerous tissues by naked-eye visualization under white light without aid, therefore, the outcome heavily relies on the surgeon's experience. A near-infrared pH-responsive fluorogenic dye, CypH-11, was designed to be used as a sensitive cancer spray to highlight cancerous tissues during surgical operations, minimizing the surgeon's subjective judgment. CypH-11, pKa 6.0, emits almost no fluorescence at neutral pH but fluoresces brightly in an acidic environment, a ubiquitous consequence of cancer cell proliferation. After topical application, CypH-11 was absorbed quickly, and its fluorescence signal in the cancerous tissue was developed within a minute. The signal-to-background ratio was 1.3 and 1.5 at 1 and 10 min, respectively. The fluorogenic property and near-instant signal development capability enable the "spray-and-see" concept. This fast-acting CypH-11 spray could be a handy and effective tool for fluorescence-guided surgery, identifying small cancerous lesions in real time for optimal resection without systemic toxicity.
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Affiliation(s)
- Ching-Hsuan Tung
- Molecular Imaging Innovations Institute, Department of Radiology, Weill Cornell Medicine, New York, New York 10021, United States
| | - Myung Shin Han
- Molecular Imaging Innovations Institute, Department of Radiology, Weill Cornell Medicine, New York, New York 10021, United States
| | - Zhenhua Shen
- Molecular Imaging Innovations Institute, Department of Radiology, Weill Cornell Medicine, New York, New York 10021, United States
| | - Brian D. Gray
- Molecular Targeting Technologies, Inc., West Chester, Pennsylvania 19380, United States
| | - Koon Y. Pak
- Molecular Targeting Technologies, Inc., West Chester, Pennsylvania 19380, United States
| | - Jianguang Wang
- Molecular Imaging Innovations Institute, Department of Radiology, Weill Cornell Medicine, New York, New York 10021, United States
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22
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Höltke C, Alsibai W, Grewer M, Stölting M, Geyer C, Eisenblätter M, Wildgruber M, Helfen A. How Different Albumin-Binders Drive Probe Distribution of Fluorescent RGD Mimetics. Front Chem 2021; 9:689850. [PMID: 34504831 PMCID: PMC8421774 DOI: 10.3389/fchem.2021.689850] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Accepted: 08/09/2021] [Indexed: 11/13/2022] Open
Abstract
The biodistribution of medical imaging probes depends on the chemical nature of the probe and the preferred metabolization and excretion routes. Especially targeted probes, which have to reach a certain (sub)cellular destination, have to be guided to the tissue of interest. Therefore, small molecular probes need to exhibit a well-balanced polarity and lipophilicity to maintain an advantageous bioavailability. Labelled antibodies circulate for several days due to their size. To alter the biodistribution behavior of probes, different strategies have been pursued, including utilizing serum albumin as an inherent transport mechanism for small molecules. We describe here the modification of an existing fluorescent RGD mimetic probe targeted to integrin αvβ3 with three different albumin binding moieties (ABMs): a diphenylcyclohexyl (DPCH) group, a p-iodophenyl butyric acid (IPBA) and a fatty acid (FA) group with the purpose to identify an optimal ABM for molecular imaging applications. All three modifications result in transient albumin binding and a preservation of the target binding capability. Spectrophotometric measurements applying variable amounts of bovine serum albumin (BSA) reveal considerable differences between the compounds concerning their absorption and emission characteristics and hence their BSA binding mode. In vivo the modified probes were investigated in a murine U87MG glioblastoma xenograft model over the course of 1 wk by fluorescence reflectance imaging (FRI) and fluorescence mediated tomography (FMT). While the unmodified probe was excreted rapidly, the albumin-binding probes were accumulating in tumor tissue for at least 5 days. Considerable differences between the three probes in biodistribution and excretion characteristics were proved, with the DPCH-modified probe showing the highest overall signal intensities, while the FA-modified probe exhibits a low but more specific fluorescent signal. In conclusion, the modification of small molecular RGD mimetics with ABMs can precisely fine-tune probe distribution and offers potential for future clinical applications.
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Affiliation(s)
- Carsten Höltke
- Clinic for Radiology, University Hospital Münster, Münster, Germany
| | - Wael Alsibai
- Clinic for Radiology, University Hospital Münster, Münster, Germany
| | - Martin Grewer
- Clinic for Radiology, University Hospital Münster, Münster, Germany
| | - Miriam Stölting
- Clinic for Radiology, University Hospital Münster, Münster, Germany
| | - Christiane Geyer
- Clinic for Radiology, University Hospital Münster, Münster, Germany
| | - Michel Eisenblätter
- Clinic for Radiology, University Hospital Münster, Münster, Germany.,Department of Radiology, University Hospital Freiburg, Freiburg, Germany
| | - Moritz Wildgruber
- Clinic for Radiology, University Hospital Münster, Münster, Germany.,Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - Anne Helfen
- Clinic for Radiology, University Hospital Münster, Münster, Germany
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23
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Patil RA, Srinivasarao M, Amiji MM, Low PS, Niedre M. Fluorescence Labeling of Circulating Tumor Cells with a Folate Receptor-Targeted Molecular Probe for Diffuse In Vivo Flow Cytometry. Mol Imaging Biol 2021; 22:1280-1289. [PMID: 32519245 DOI: 10.1007/s11307-020-01505-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
PURPOSE We recently developed a new instrument called "diffuse in vivo flow cytometry" (DiFC) for enumeration of rare fluorescently labeled circulating tumor cells (CTCs) in small animals without drawing blood samples. Until now, we have used cell lines that express fluorescent proteins or were pre-labeled with a fluorescent dye ex vivo. In this work, we investigated the use of a folate receptor (FR)-targeted fluorescence molecular probe for in vivo labeling of FR+ CTCs for DiFC. PROCEDURES We used EC-17, a FITC-folic acid conjugate that has been used in clinical trials for fluorescence-guided surgery. We studied the affinity of EC-17 for FR+ L1210A and KB cancer cells. We also tested FR- MM.1S cells. We tested the labeling specificity in cells in culture in vitro and in whole blood. We also studied the detectability of labeled cells in mice in vivo with DiFC. RESULTS EC-17 showed a high affinity for FR+ L1210A and KB cells in vitro. In whole blood, 85.4 % of L1210A and 80.9 % of KB cells were labeled above non-specific background with EC-17, and negligible binding to FR- MM.1S cells was observed. In addition, EC-17-labeled CTCs were readily detectable in circulation in mice with DiFC. CONCLUSIONS This work demonstrates the feasibility of labeling CTCs with a cell-surface receptor-targeted probe for DiFC, greatly expanding the potential utility of the method for pre-clinical animal models. Because DiFC uses diffuse light, this method could be also used to enumerate CTCs in larger animal models and potentially even in humans.
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Affiliation(s)
- Roshani A Patil
- Department of Bioengineering, Northeastern University, Boston, MA, 02115, USA
| | | | - Mansoor M Amiji
- Department of Pharmaceutical Sciences, School of Pharmacy, Northeastern University, Boston, MA, 02115, USA
| | - Philip S Low
- Department of Chemistry, Purdue University, West Lafayette, IN, 47906, USA
| | - Mark Niedre
- Department of Bioengineering, Northeastern University, Boston, MA, 02115, USA.
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24
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Hernandez Vargas S, Lin C, Tran Cao HS, Ikoma N, AghaAmiri S, Ghosh SC, Uselmann AJ, Azhdarinia A. Receptor-Targeted Fluorescence-Guided Surgery With Low Molecular Weight Agents. Front Oncol 2021; 11:674083. [PMID: 34277418 PMCID: PMC8279813 DOI: 10.3389/fonc.2021.674083] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Accepted: 05/10/2021] [Indexed: 12/16/2022] Open
Abstract
Cancer surgery remains the primary treatment option for most solid tumors and can be curative if all malignant cells are removed. Surgeons have historically relied on visual and tactile cues to maximize tumor resection, but clinical data suggest that relapse occurs partially due to incomplete cancer removal. As a result, the introduction of technologies that enhance the ability to visualize tumors in the operating room represents a pressing need. Such technologies have the potential to revolutionize the surgical standard-of-care by enabling real-time detection of surgical margins, subclinical residual disease, lymph node metastases and synchronous/metachronous tumors. Fluorescence-guided surgery (FGS) in the near-infrared (NIRF) spectrum has shown tremendous promise as an intraoperative imaging modality. An increasing number of clinical studies have demonstrated that tumor-selective FGS agents can improve the predictive value of fluorescence over non-targeted dyes. Whereas NIRF-labeled macromolecules (i.e., antibodies) spearheaded the widespread clinical translation of tumor-selective FGS drugs, peptides and small-molecules are emerging as valuable alternatives. Here, we first review the state-of-the-art of promising low molecular weight agents that are in clinical development for FGS; we then discuss the significance, application and constraints of emerging tumor-selective FGS technologies.
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Affiliation(s)
- Servando Hernandez Vargas
- The Brown Foundation Institute of Molecular Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States.,Therapeutics & Pharmacology Program, The University of Texas MD Anderson UTHealth Graduate School of Biomedical Sciences, Houston, TX, United States
| | | | - Hop S Tran Cao
- Department of Surgical Oncology, Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Naruhiko Ikoma
- Department of Surgical Oncology, Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Solmaz AghaAmiri
- The Brown Foundation Institute of Molecular Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Sukhen C Ghosh
- The Brown Foundation Institute of Molecular Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | | | - Ali Azhdarinia
- The Brown Foundation Institute of Molecular Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States.,Therapeutics & Pharmacology Program, The University of Texas MD Anderson UTHealth Graduate School of Biomedical Sciences, Houston, TX, United States
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25
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Digital dynamic discrimination of primary colorectal cancer using systemic indocyanine green with near-infrared endoscopy. Sci Rep 2021; 11:11349. [PMID: 34059705 PMCID: PMC8167125 DOI: 10.1038/s41598-021-90089-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 04/29/2021] [Indexed: 02/03/2023] Open
Abstract
As indocyanine green (ICG) with near-infrared (NIR) endoscopy enhances real-time intraoperative tissue microperfusion appreciation, it may also dynamically reveal neoplasia distinctively from normal tissue especially with video software fluorescence analysis. Colorectal tumours of patients were imaged mucosally following ICG administration (0.25 mg/kg i.v.) using an endo-laparoscopic NIR system (PINPOINT Endoscopic Fluorescence System, Stryker) including immediate, continuous in situ visualization of rectal lesions transanally for up to 20 min. Spot and dynamic temporal fluorescence intensities (FI) were quantified using ImageJ (including videos at one frame/second, fps) and by a bespoke MATLAB® application that provided digitalized video tracking and signal logging at 30fps (Fluorescence Tracker App downloadable via MATLAB® file exchange). Statistical analysis of FI-time plots compared tumours (benign and malignant) against control during FI curve rise, peak and decline from apex. Early kinetic FI signal measurement delineated discriminative temporal signatures from tumours (n = 20, 9 cancers) offering rich data for analysis versus delayed spot measurement (n = 10 cancers). Malignant lesion dynamic curves peaked significantly later with a shallower gradient than normal tissue while benign lesions showed significantly greater and faster intensity drop from apex versus cancer. Automated tracker quantification efficiently expanded manual results and provided algorithmic KNN clustering. Photobleaching appeared clinically irrelevant. Analysis of a continuous stream of intraoperatively acquired early ICG fluorescence data can act as an in situ tumour-identifier with greater detail than later snapshot observation alone. Software quantification of such kinetic signatures may distinguish invasive from non-invasive neoplasia with potential for real-time in silico diagnosis.
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26
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O'Connell L, Winter DC. Computer-assisted technology for enhanced abdominal surgery. Br J Surg 2021; 108:1014-1016. [PMID: 34041520 PMCID: PMC10364856 DOI: 10.1093/bjs/znab187] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 04/27/2021] [Indexed: 11/15/2022]
Abstract
The application of computer-based technology to surgery has the potential to enhance the accuracy and outcomes of surgical procedures and perioperative care. Such innovative technologies include the integration of artificial intelligence into surgical decision-making, and the use of three-dimensional (3D) visual imaging, other real-time imaging techniques, and 3D printing technology.
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Affiliation(s)
- L O'Connell
- Department of Surgery, St Vincent's University Hospital, Dublin, Ireland
| | - D C Winter
- Department of Surgery, St Vincent's University Hospital, Dublin, Ireland
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27
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Azari F, Kennedy G, Bernstein E, Hadjipanayis C, Vahrmeijer AL, Smith BL, Rosenthal E, Sumer B, Tian J, Henderson ER, Lee A, Nguyen Q, Gibbs SL, Pogue BW, Orringer DA, Charalampaki P, Martin LW, Tanyi JL, Kenneth Lee M, Lee JYK, Singhal S. Intraoperative molecular imaging clinical trials: a review of 2020 conference proceedings. JOURNAL OF BIOMEDICAL OPTICS 2021; 26:JBO-210050VR. [PMID: 34002555 PMCID: PMC8126806 DOI: 10.1117/1.jbo.26.5.050901] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 04/28/2021] [Indexed: 05/15/2023]
Abstract
SIGNIFICANCE Surgery is often paramount in the management of many solid organ malignancies because optimal resection is a major factor in disease-specific survival. Cancer surgery has multiple challenges including localizing small lesions, ensuring negative surgical margins around a tumor, adequately staging patients by discriminating positive lymph nodes, and identifying potential synchronous cancers. Intraoperative molecular imaging (IMI) is an emerging potential tool proposed to address these issues. IMI is the process of injecting patients with fluorescent-targeted contrast agents that highlight cancer cells prior to surgery. Over the last 5 to 7 years, enormous progress has been achieved in tracer development, near-infrared camera approvals, and clinical trials. Therefore, a second biennial conference was organized at the University of Pennsylvania to gather surgical oncologists, scientists, and experts to discuss new investigative findings in the field. Our review summarizes the discussions from the conference and highlights findings in various clinical and scientific trials. AIM Recent advances in IMI were presented, and the importance of each clinical trial for surgical oncology was critically assessed. A major focus was to elaborate on the clinical endpoints that were being utilized in IMI trials to advance the respective surgical subspecialties. APPROACH Principal investigators presenting at the Perelman School of Medicine Abramson Cancer Center's second clinical trials update on IMI were selected to discuss their clinical trials and endpoints. RESULTS Multiple phase III, II, and I trials were discussed during the conference. Since the approval of 5-ALA for commercial use in neurosurgical malignancies, multiple tracers and devices have been developed to address common challenges faced by cancer surgeons across numerous specialties. Discussants also presented tracers that are being developed for delineation of normal anatomic structures that can serve as an adjunct during surgical procedures. CONCLUSIONS IMI is increasingly being recognized as an improvement to standard oncologic surgical resections and will likely advance the art of cancer surgery in the coming years. The endpoints in each individual surgical subspecialty are varied depending on how IMI helps each specialty solve their clinical challenges.
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Affiliation(s)
- Feredun Azari
- University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, United States
| | - Gregory Kennedy
- University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, United States
| | - Elizabeth Bernstein
- University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, United States
| | | | | | - Barbara L. Smith
- Harvard University, School of Medicine, Boston, Massachusetts, United States
| | - Eben Rosenthal
- Stanford University, School of Medicine, Stanford, California, United States
| | - Baran Sumer
- University of Texas Southwestern Medical Center, Dallas, Texas, United States
| | - Jie Tian
- Chinese Academy of Sciences/Institute of Automation, Beijing, China
| | - Eric R. Henderson
- Dartmouth College, Geisel School of Medicine, Hanover, New Hampshire, United States
| | - Amy Lee
- University of Washington, School of Medicine, Seattle, Washington, United States
| | - Quyen Nguyen
- University of California San Diego, School of Medicine, San Diego, California, United States
| | - Summer L. Gibbs
- Oregon Health & Science University, Knight Cancer Institute, School of Medicine, Portland, Oregon, United States
| | - Brian W. Pogue
- Dartmouth College, Geisel School of Medicine, Hanover, New Hampshire, United States
- Thayer School of Engineering at Dartmouth, Hanover, New Hampshire, United States
| | | | | | - Linda W. Martin
- University of Virginia, School of Medicine, Charlottesville, Virginia, United States
| | - Janos L. Tanyi
- University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, United States
| | - Major Kenneth Lee
- University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, United States
| | - John Y. K. Lee
- University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, United States
| | - Sunil Singhal
- University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, United States
- Address all correspondence to Sunil Singhal,
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28
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Cahill RA, O'Shea DF, Khan MF, Khokhar HA, Epperlein JP, Mac Aonghusa PG, Nair R, Zhuk SM. Artificial intelligence indocyanine green (ICG) perfusion for colorectal cancer intra-operative tissue classification. Br J Surg 2021; 108:5-9. [PMID: 33640921 DOI: 10.1093/bjs/znaa004] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2020] [Revised: 06/12/2020] [Accepted: 08/24/2020] [Indexed: 12/15/2022]
Abstract
A new concept in intraoperative decision support for tumour delineation is proposed showing that artificial intelligence provides categorising information and interpretation from the images captured during fluorescence-guided colorectal cancer operations. This is potentially applicable to all cancer subtypes and is pertinent to new fluorophore development.A new concept in intraoperative decision support for tumour delineation is proposed showing that artificial intelligence provides categorising information and interpretation from the images captured during fluorescence-guided colorectal cancer operations. This is potentially applicable to all cancer subtypes and is pertinent to new fluorophore development. A new concept in intraoperative decision support for tumour delineation is proposed showing that artificial intelligence provides categorising information and interpretation from the images captured during fluorescence-guided colorectal cancer operations. This is potentially applicable to all cancer subtypes and is pertinent to new fluorophore development.
Shows promise
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Affiliation(s)
- R A Cahill
- UCD Centre for Precision Surgery, School of Medicine, University College Dublin, Dublin, Ireland.,Department of Surgery, Mater Misericordiae University Hospital, Dublin, Ireland
| | - D F O'Shea
- Department of Chemistry, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - M F Khan
- UCD Centre for Precision Surgery, School of Medicine, University College Dublin, Dublin, Ireland.,Department of Surgery, Mater Misericordiae University Hospital, Dublin, Ireland
| | - H A Khokhar
- Department of Surgery, Mater Misericordiae University Hospital, Dublin, Ireland
| | | | | | - R Nair
- IBM Research Europe, Dublin, Ireland
| | - S M Zhuk
- IBM Research Europe, Dublin, Ireland
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29
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House BJ, Kwon MJ, Schaefer JM, Barth CW, Solanki A, Davis SC, Gibbs SL. Clinically relevant dual probe difference specimen imaging (DDSI) protocol for freshly resected breast cancer specimen staining. BMC Cancer 2021; 21:440. [PMID: 33882909 PMCID: PMC8059239 DOI: 10.1186/s12885-021-08179-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Accepted: 04/05/2021] [Indexed: 11/12/2022] Open
Abstract
Background Re-excision rates following breast conserving surgery (BCS) remain as high as ~ 35%, with positive margins detected during follow-up histopathology. Additional breast cancer resection surgery is not only taxing on the patient and health care system, but also delays adjuvant therapies, increasing morbidity and reducing the likelihood of a positive outcome. The ability to precisely resect and visualize tumor margins in real time within the surgical theater would greatly benefit patients, surgeons and the health care system. Current tumor margin assessment technologies utilized during BCS involve relatively lengthy and labor-intensive protocols, which impede the surgical work flow. Methods In previous work, we have developed and validated a fluorescence imaging method termed dual probe difference specimen imaging (DDSI) to accurately detect benign and malignant tissue with direct correlation to the targeted biomarker expression levels intraoperatively. The DDSI method is currently on par with touch prep cytology in execution time (~ 15-min). In this study, the main goal was to shorten the DDSI protocol by decreasing tissue blocking and washing times to optimize the DDSI protocol to < 10-min whilst maintaining robust benign and malignant tissue differentiation. Results We evaluated the utility of the shortened DDSI staining methodology using xenografts grown from cell lines with varied epidermal growth factor receptor (EGFR) expression levels, comparing accuracy through receiver operator characteristic (ROC) curve analyses across varied tissue blocking and washing times. An optimized 8-min DDSI methodology was developed for future clinical translation. Conclusions Successful completion of this work resulted in substantial shortening of the DDSI methodology for use in the operating room, that provided robust, highly receptor specific, sensitive diagnostic capabilities between benign and malignant tissues.
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Affiliation(s)
- Broderick J House
- Biomedical Engineering Department, Oregon Health & Science University, 2730 S Moody Ave, Mail Code: CL3SG, Portland, OR, 97201, USA
| | - Marcus J Kwon
- Biomedical Engineering Department, Oregon Health & Science University, 2730 S Moody Ave, Mail Code: CL3SG, Portland, OR, 97201, USA
| | - Jasmin M Schaefer
- Biomedical Engineering Department, Oregon Health & Science University, 2730 S Moody Ave, Mail Code: CL3SG, Portland, OR, 97201, USA
| | - Connor W Barth
- Biomedical Engineering Department, Oregon Health & Science University, 2730 S Moody Ave, Mail Code: CL3SG, Portland, OR, 97201, USA
| | - Allison Solanki
- Biomedical Engineering Department, Oregon Health & Science University, 2730 S Moody Ave, Mail Code: CL3SG, Portland, OR, 97201, USA
| | - Scott C Davis
- Thayer School of Engineering, Dartmouth College, Hanover, NH, 03755, USA
| | - Summer L Gibbs
- Biomedical Engineering Department, Oregon Health & Science University, 2730 S Moody Ave, Mail Code: CL3SG, Portland, OR, 97201, USA. .,Knight Cancer Institute, Oregon Health & Science University, 2730 S Moody Ave, Mail Code: CL3SG, Portland, OR, 97201, USA.
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Yano S, Tazawa H, Kishimoto H, Kagawa S, Fujiwara T, Hoffman RM. Real-Time Fluorescence Image-Guided Oncolytic Virotherapy for Precise Cancer Treatment. Int J Mol Sci 2021; 22:E879. [PMID: 33477279 PMCID: PMC7830621 DOI: 10.3390/ijms22020879] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2020] [Revised: 01/14/2021] [Accepted: 01/14/2021] [Indexed: 12/22/2022] Open
Abstract
Oncolytic virotherapy is one of the most promising, emerging cancer therapeutics. We generated three types of telomerase-specific replication-competent oncolytic adenovirus: OBP-301; a green fluorescent protein (GFP)-expressing adenovirus, OBP-401; and Killer-Red-armed OBP-301. These oncolytic adenoviruses are driven by the human telomerase reverse transcriptase (hTERT) promoter; therefore, they conditionally replicate preferentially in cancer cells. Fluorescence imaging enables visualization of invasion and metastasis in vivo at the subcellular level; including molecular dynamics of cancer cells, resulting in greater precision therapy. In the present review, we focused on fluorescence imaging applications to develop precision targeting for oncolytic virotherapy. Cell-cycle imaging with the fluorescence ubiquitination cell cycle indicator (FUCCI) demonstrated that combination therapy of an oncolytic adenovirus and a cytotoxic agent could precisely target quiescent, chemoresistant cancer stem cells (CSCs) based on decoying the cancer cells to cycle to S-phase by viral treatment, thereby rendering them chemosensitive. Non-invasive fluorescence imaging demonstrated that complete tumor resection with a precise margin, preservation of function, and prevention of distant metastasis, was achieved with fluorescence-guided surgery (FGS) with a GFP-reporter adenovirus. A combination of fluorescence imaging and laser ablation using a KillerRed-protein reporter adenovirus resulted in effective photodynamic cancer therapy (PDT). Thus, imaging technology and the designer oncolytic adenoviruses may have clinical potential for precise cancer targeting by indicating the optimal time for administering therapeutic agents; accurate surgical guidance for complete resection of tumors; and precise targeted cancer-specific photosensitization.
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Affiliation(s)
- Shuya Yano
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan; (H.T.); (H.K.); (S.K.); (T.F.)
- Center for Graduate Medical Education, Okayama University Hospital, Okayama 700-8558, Japan
| | - Hiroshi Tazawa
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan; (H.T.); (H.K.); (S.K.); (T.F.)
- Center of Innovative Clinical Medicine, Okayama University Hospital, Okayama 700-8558, Japan
| | - Hiroyuki Kishimoto
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan; (H.T.); (H.K.); (S.K.); (T.F.)
| | - Shunsuke Kagawa
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan; (H.T.); (H.K.); (S.K.); (T.F.)
- Minimally Invasive Therapy Center, Okayama University Hospital, Okayama 700-8558, Japan
| | - Toshiyoshi Fujiwara
- Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700-8558, Japan; (H.T.); (H.K.); (S.K.); (T.F.)
| | - Robert M. Hoffman
- AntiCancer, Inc., San Diego, CA 92111, USA;
- Department of Surgery, University of California, San Diego, CA 92093, USA
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Jacobs AH, Schelhaas S, Viel T, Waerzeggers Y, Winkeler A, Zinnhardt B, Gelovani J. Imaging of Gene and Cell-Based Therapies: Basis and Clinical Trials. Mol Imaging 2021. [DOI: 10.1016/b978-0-12-816386-3.00060-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
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Sadeghipour N, Rangnekar A, Folaron MR, Strawbridge RR, Samkoe KS, Davis SC, Tichauer KM. Prediction of optimal contrast times post-imaging agent administration to inform personalized fluorescence-guided surgery. JOURNAL OF BIOMEDICAL OPTICS 2020; 25:JBO-200182RR. [PMID: 33200596 PMCID: PMC7667427 DOI: 10.1117/1.jbo.25.11.116005] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 10/30/2020] [Indexed: 05/08/2023]
Abstract
SIGNIFICANCE Fluorescence guidance in cancer surgery (FGS) using molecular-targeted contrast agents is accelerating, yet the influence of individual patients' physiology on the optimal time to perform surgery post-agent-injection is not fully understood. AIM Develop a mathematical framework and analytical expressions to estimate patient-specific time-to-maximum contrast after imaging agent administration for single- and paired-agent (coadministration of targeted and control agents) protocols. APPROACH The framework was validated in mouse subcutaneous xenograft studies for three classes of imaging agents: peptide, antibody mimetic, and antibody. Analytical expressions estimating time-to-maximum-tumor-discrimination potential were evaluated over a range of parameters using the validated framework for human cancer parameters. RESULTS Correlations were observed between simulations and matched experiments and metrics of tumor discrimination potential (p < 0.05). Based on human cancer physiology, times-to-maximum contrast for peptide and antibody mimetic agents were <200 min, >15 h for antibodies, on average. The analytical estimates of time-to-maximum tumor discrimination performance exhibited errors of <10 % on average, whereas patient-to-patient variance is expected to be greater than 100%. CONCLUSION We demonstrated that analytical estimates of time-to-maximum contrast in FGS carried out patient-to-patient can outperform the population average time-to-maximum contrast used currently in clinical trials. Such estimates can be made with preoperative DCE-MRI (or similar) and knowledge of the targeted agent's binding affinity.
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Affiliation(s)
- Negar Sadeghipour
- Illinois Institute of Technology, Department of Biomedical Engineering, Chicago, Illinois, United States
- Stanford University School of Medicine, Molecular Imaging Program at Stanford, Palo Alto, California, United States
- Stanford University School of Medicine, Canary Center at Stanford for Cancer Early Detection, Palo Alto, California, United States
| | - Aakanksha Rangnekar
- Illinois Institute of Technology, Department of Biomedical Engineering, Chicago, Illinois, United States
| | - Margaret R. Folaron
- Dartmouth College, Thayer School for Engineering, Hanover, New Hampshire, United States
| | | | - Kimberley S. Samkoe
- Dartmouth College, Thayer School for Engineering, Hanover, New Hampshire, United States
| | - Scott C. Davis
- Dartmouth College, Thayer School for Engineering, Hanover, New Hampshire, United States
| | - Kenneth M. Tichauer
- Illinois Institute of Technology, Department of Biomedical Engineering, Chicago, Illinois, United States
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Evaluation of Diagnostic Accuracy Following the Coadministration of Delta-Aminolevulinic Acid and Second Window Indocyanine Green in Rodent and Human Glioblastomas. Mol Imaging Biol 2020; 22:1266-1279. [PMID: 32514886 DOI: 10.1007/s11307-020-01504-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
PURPOSE Fluorescence-guided-surgery offers intraoperative visualization of neoplastic tissue. Delta-aminolevulinic acid (5-ALA), which targets enzymatic abnormality in neoplastic cells, is the only approved agent for fluorescence-guided neurosurgery. More recently, we described Second Window Indocyanine Green (SWIG) which targets neoplastic tissue through enhanced vascular permeability. We hypothesized that SWIG would demonstrate similar clinical utility in identification of high-grade gliomas compared with 5-ALA. PROCEDURES Female C57/BL6 and nude/athymic mice underwent intracranial implantation of 300,000 GL261 and U87 cells, respectively. Tumor-bearing mice were euthanized after administration of 5-ALA (200 mg/kg intraperitoneal) and SWIG (5 mg/kg intravenous). Brain sections were imaged for protoporphyrin-IX and ICG fluorescence. Fluorescence and H&E images were registered using semi-automatic scripts for analysis. Human subjects with HGG were administered SWIG (2.5 mg/kg intravenous) and 5-ALA (20 mg/kg oral). Intraoperatively, tumors were imaged for ICG and protoporphyrin-IX fluorescence. RESULTS In non-necrotic tumors, 5-ALA and SWIG demonstrated 90.2 % and 89.2 % tumor accuracy (p value = 0.52) in U87 tumors and 88.1 % and 87.7 % accuracy (p value = 0.83) in GL261 tumors. The most distinct difference between 5-ALA and SWIG distribution was seen in areas of tumor-associated necrosis, which often showed weak/no protoporphyrin-IX fluorescence, but strong SWIG fluorescence. In twenty biopsy specimens from four subjects with HGG, SWIG demonstrated 100 % accuracy, while 5-ALA demonstrated 75-85 % accuracy; there was 90 % concordance between SWIG and 5-ALA fluorescence. CONCLUSION Our results provide the first direct comparison of the diagnostic utility of SWIG vs 5-ALA in both rodent and human HGG. Given the broader clinical utility of SWIG compared with 5-ALA, our data supports the use of SWIG in tumor surgery to improve the extent of safe resections. CLINICAL TRIAL NCT02710240 (US National Library of Medicine Registry; https://www.clinicaltrials.gov/ct2/show/NCT02710240?id=NCT02710240&draw=2&rank=1 ).
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