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Rounds CC, de Wit JG, Vonk J, Vorjohan J, Nelson S, Trang A, Villinski B, Samkoe KS, Brankov JG, Voskuil FJ, Witjes MJH, Tichauer KM. Improved intraoperative identification of close margins in oral squamous cell carcinoma resections using a dual aperture fluorescence ratio approach: first in-human results. JOURNAL OF BIOMEDICAL OPTICS 2024; 29:016003. [PMID: 38235321 PMCID: PMC10793906 DOI: 10.1117/1.jbo.29.1.016003] [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: 10/19/2023] [Revised: 12/20/2023] [Accepted: 12/21/2023] [Indexed: 01/19/2024]
Abstract
Significance Surgical excision is the main treatment for solid tumors in oral squamous cell carcinomas, where wide local excision (achieving a healthy tissue margin of > 5 mm around the excised tumor) is the goal as it results in reduced local recurrence rates and improved overall survival. Aim No clinical methods are available to assess the complete surgical margin intraoperatively while the patient is still on the operating table; and while recent intraoperative back-bench fluorescence-guided surgery approaches have shown promise for detecting "positive" inadequate margins (< 1 mm ), they have had limited success in the detection of "close" inadequate margins (1 to 5 mm). Here, a dual aperture fluorescence ratio (dAFR) approach was evaluated as a means of improving detection of close margins. Approach The approach was evaluated on surgical specimens from patients who were administered a tumor-specific fluorescent imaging agent (cetuximab-800CW) prior to surgery. The dAFR approach was compared directly against standard wide-field fluorescence imaging and pathology measurements of margin thickness in specimens from three patients and a total of 12 margin locations (1 positive, 5 close, and 6 clear margins). Results The area under the receiver operating characteristic curve, representing the ability to detect close compared to clear margins (> 5 mm ) was found to be 1.0 and 0.57 for dAFR and sAF, respectively. Improvements in dAFR were found to be statistically significant (p < 0.02 ). Conclusions These results provide evidence that the dAFR approach potentially improves detection of close surgical margins.
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Affiliation(s)
- Cody C. Rounds
- Illinois Institute of Technology, Department of Biomedical Engineering, Chicago, Illinois, United States
| | - Jaron G. de Wit
- University Medical Center Groningen, Department of Oral and Maxillofacial Surgery, Groningen, The Netherlands
| | - Jasper Vonk
- University Medical Center Groningen, Department of Oral and Maxillofacial Surgery, Groningen, The Netherlands
- University Medical Center Groningen, Medical Imaging Center, Department of Nuclear Medicine and Molecular Imaging, Groningen, The Netherlands
| | - Jennifer Vorjohan
- Illinois Institute of Technology, Department of Biomedical Engineering, Chicago, Illinois, United States
| | - Sophia Nelson
- Illinois Institute of Technology, Department of Biomedical Engineering, Chicago, Illinois, United States
| | - Allyson Trang
- Illinois Institute of Technology, Department of Biomedical Engineering, Chicago, Illinois, United States
| | - Brooke Villinski
- Illinois Institute of Technology, Department of Biomedical Engineering, Chicago, Illinois, United States
| | - Kimberley S. Samkoe
- Dartmouth College, Thayer School of Engineering, Hanover, New Hampshire, United States
| | - Jovan G. Brankov
- University Medical Center Groningen, Medical Imaging Center, Department of Nuclear Medicine and Molecular Imaging, Groningen, The Netherlands
- Illinois Institute of Technology, Department of Electrical and Computer Engineering, Chicago Illinois, United States
| | - Floris J. Voskuil
- University Medical Center Groningen, Department of Oral and Maxillofacial Surgery, Groningen, The Netherlands
| | - Max J. H. Witjes
- University Medical Center Groningen, Department of Oral and Maxillofacial Surgery, Groningen, The Netherlands
| | - Kenneth M. Tichauer
- Illinois Institute of Technology, Department of Biomedical Engineering, Chicago, Illinois, United States
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2
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Pal R, K M, Matsui A, Kang H, Morita S, Taniguchi H, Kobayashi T, Morita A, Choi HS, Duda DG, Kumar ATN. In vivo quantification of programmed death-ligand-1 expression heterogeneity in tumors using fluorescence lifetime imaging. RESEARCH SQUARE 2023:rs.3.rs-3222037. [PMID: 37961361 PMCID: PMC10635296 DOI: 10.21203/rs.3.rs-3222037/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Cancer patient selection for immunotherapy is often based on programmed death-ligand-1 (PD-L1) expression as a biomarker. PD-L1 expression is currently quantified using immunohistochemistry, which can only provide snapshots of PD-L1 expression status in microscopic regions of ex vivo specimens. In vivo imaging using targeted agents can capture dynamic variations of PD-L1 expression in entire tumors within and across multiple subjects. Towards this goal, several PD-L1 targeted molecular imaging probes have been evaluated in murine models and humans. However, clinical translation of these probes has been limited due to a significant non-specific accumulation of the imaging probes and the inability of conventional imaging modalities to provide quantitative readouts that can be compared across multiple subjects. Here we report that in vivo time-domain (TD) fluorescence imaging can provide quantitative estimates of baseline tumor PD-L1 heterogeneity across untreated mice and variations in PD-L1 expression across mice undergoing clinically relevant anti-PD1 treatment. This approach relies on a significantly longer fluorescence lifetime (FLT) of PD-L1 specific anti-PD-L1 antibody tagged to IRDye 800CW (αPDL1-800) compared to nonspecific αPDL1-800. Leveraging this unique FLT contrast, we show that PD-L1 expression can be quantified across mice both in superficial breast tumors using planar FLT imaging, and in deep-seated liver tumors (>5 mm depth) using the asymptotic TD algorithm for fluorescence tomography. Our results suggest that FLT contrast can accelerate the preclinical investigation and clinical translation of novel molecular imaging probes by providing robust quantitative readouts of receptor expression that can be readily compared across subjects.
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Affiliation(s)
- Rahul Pal
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Murali K
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Aya Matsui
- Department of Vascular Physiology, Graduate School of Medical Science, Kanazawa University, Japan
| | - Homan Kang
- Gordon Center for Medical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Satoru Morita
- E. L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Hajime Taniguchi
- E. L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
- Department of Surgery, Tohoku Graduate School of Medicine, Sendai, Japan
| | - Tatsuya Kobayashi
- E. L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Atsuyo Morita
- E. L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Hak Soo Choi
- Gordon Center for Medical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Dan G Duda
- E. L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Anand T N Kumar
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
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3
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Deng R, Li Y, Li P, Wang J, Remedios LW, Agzamkhodjaev S, Asad Z, Liu Q, Cui C, Wang Y, Wang Y, Tang Y, Yang H, Huo Y. Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered Learning. MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION : MICCAI ... INTERNATIONAL CONFERENCE ON MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION 2023; 14225:497-507. [PMID: 38529367 PMCID: PMC10961594 DOI: 10.1007/978-3-031-43987-2_48] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/27/2024]
Abstract
Multi-class cell segmentation in high-resolution Giga-pixel whole slide images (WSI) is critical for various clinical applications. Training such an AI model typically requires labor-intensive pixel-wise manual annotation from experienced domain experts (e.g., pathologists). Moreover, such annotation is error-prone when differentiating fine-grained cell types (e.g., podocyte and mesangial cells) via the naked human eye. In this study, we assess the feasibility of democratizing pathological AI deployment by only using lay annotators (annotators without medical domain knowledge). The contribution of this paper is threefold: (1) We proposed a molecular-empowered learning scheme for multi-class cell segmentation using partial labels from lay annotators; (2) The proposed method integrated Giga-pixel level molecular-morphology cross-modality registration, molecular-informed annotation, and molecular-oriented segmentation model, so as to achieve significantly superior performance via 3 lay annotators as compared with 2 experienced pathologists; (3) A deep corrective learning (learning with imperfect label) method is proposed to further improve the segmentation performance using partially annotated noisy data. From the experimental results, our learning method achieved F1 = 0.8496 using molecular-informed annotations from lay annotators, which is better than conventional morphology-based annotations (F1 = 0.7015) from experienced pathologists. Our method democratizes the development of a pathological segmentation deep model to the lay annotator level, which consequently scales up the learning process similar to a non-medical computer vision task. The official implementation and cell annotations are publicly available at https://github.com/hrlblab/MolecularEL.
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Affiliation(s)
| | - Yanwei Li
- Vanderbilt University, Nashville TN 37215, USA
| | - Peize Li
- Vanderbilt University, Nashville TN 37215, USA
| | | | | | | | - Zuhayr Asad
- Vanderbilt University, Nashville TN 37215, USA
| | - Quan Liu
- Vanderbilt University, Nashville TN 37215, USA
| | - Can Cui
- Vanderbilt University, Nashville TN 37215, USA
| | - Yaohong Wang
- Vanderbilt University Medical Center, Nashville TN 37232, USA
| | - Yihan Wang
- Vanderbilt University Medical Center, Nashville TN 37232, USA
| | - Yucheng Tang
- NVIDIA Corporation, Santa Clara and Bethesda, USA
| | - Haichun Yang
- Vanderbilt University Medical Center, Nashville TN 37232, USA
| | - Yuankai Huo
- Vanderbilt University, Nashville TN 37215, USA
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4
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de Wit JG, Vonk J, Voskuil FJ, de Visscher SAHJ, Schepman KP, Hooghiemstra WTR, Linssen MD, Elias SG, Halmos GB, Plaat BEC, Doff JJ, Rosenthal EL, Robinson D, van der Vegt B, Nagengast WB, van Dam GM, Witjes MJH. EGFR-targeted fluorescence molecular imaging for intraoperative margin assessment in oral cancer patients: a phase II trial. Nat Commun 2023; 14:4952. [PMID: 37587149 PMCID: PMC10432510 DOI: 10.1038/s41467-023-40324-8] [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: 12/31/2022] [Accepted: 07/21/2023] [Indexed: 08/18/2023] Open
Abstract
Inadequate surgical margins occur frequently in oral squamous cell carcinoma surgery. Fluorescence molecular imaging (FMI) has been explored for intraoperative margin assessment, but data are limited to phase-I studies. In this single-arm phase-II study (NCT03134846), our primary endpoints were to determine the sensitivity, specificity and positive predictive value of cetuximab-800CW for tumor-positive margins detection. Secondary endpoints were safety, close margin detection rate and intrinsic cetuximab-800CW fluorescence. In 65 patients with 66 tumors, cetuximab-800CW was well-tolerated. Fluorescent spots identified in the surgical margin with signal-to-background ratios (SBR) of ≥2 identify tumor-positive margins with 100% sensitivity, 85.9% specificity, 58.3% positive predictive value, and 100% negative predictive value. An SBR of ≥1.5 identifies close margins with 70.3% sensitivity, 76.1% specificity, 60.5% positive predictive value, and 83.1% negative predictive value. Performing frozen section analysis aimed at the fluorescent spots with an SBR of ≥1.5 enables safe, intraoperative adjustment of surgical margins.
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Affiliation(s)
- Jaron G de Wit
- Department of Oral & Maxillofacial Surgery, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Jasper Vonk
- Department of Oral & Maxillofacial Surgery, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Floris J Voskuil
- Department of Oral & Maxillofacial Surgery, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
- Department of Pathology & Medical Biology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Sebastiaan A H J de Visscher
- Department of Oral & Maxillofacial Surgery, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Kees-Pieter Schepman
- Department of Oral & Maxillofacial Surgery, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Wouter T R Hooghiemstra
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
- Department of Gastroenterology and Hepatology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Matthijs D Linssen
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
- Department of Gastroenterology and Hepatology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Sjoerd G Elias
- Department of Epidemiology, Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Gyorgy B Halmos
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Boudewijn E C Plaat
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Jan J Doff
- Department of Pathology & Medical Biology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Eben L Rosenthal
- Department of Otolaryngology, Vanderbilt University Medical Centre, Nashville, Tennessee, United States of America
| | - Dominic Robinson
- Center for Optical Diagnostics and Therapy, Department of Otorhinolaryngology and Head and Neck Surgery, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Bert van der Vegt
- Department of Pathology & Medical Biology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Wouter B Nagengast
- Department of Gastroenterology and Hepatology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Gooitzen M van Dam
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
- TRACER Europe B.V. / AxelaRx, Groningen, the Netherlands
| | - Max J H Witjes
- Department of Oral & Maxillofacial Surgery, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands.
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5
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Chen Y, Streeter SS, Hunt B, Sardar HS, Gunn JR, Tafe LJ, Paydarfar JA, Pogue BW, Paulsen KD, Samkoe KS. Fluorescence molecular optomic signatures improve identification of tumors in head and neck specimens. FRONTIERS IN MEDICAL TECHNOLOGY 2023; 5:1009638. [PMID: 36875185 PMCID: PMC9975724 DOI: 10.3389/fmedt.2023.1009638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 01/16/2023] [Indexed: 02/17/2023] Open
Abstract
Background Fluorescence molecular imaging using ABY-029, an epidermal growth factor receptor (EGFR)-targeted, synthetic Affibody peptide labeled with a near-infrared fluorophore, is under investigation for surgical guidance during head and neck squamous cell carcinoma (HNSCC) resection. However, tumor-to-normal tissue contrast is confounded by intrinsic physiological limitations of heterogeneous EGFR expression and non-specific agent uptake. Objective In this preliminary study, radiomic analysis was applied to optical ABY-029 fluorescence image data for HNSCC tissue classification through an approach termed "optomics." Optomics was employed to improve tumor identification by leveraging textural pattern differences in EGFR expression conveyed by fluorescence. The study objective was to compare the performance of conventional fluorescence intensity thresholding and optomics for binary classification of malignant vs. non-malignant HNSCC tissues. Materials and Methods Fluorescence image data collected through a Phase 0 clinical trial of ABY-029 involved a total of 20,073 sub-image patches (size of 1.8 × 1.8 mm2) extracted from 24 bread-loafed slices of HNSCC surgical resections originating from 12 patients who were stratified into three dose groups (30, 90, and 171 nanomoles). Each dose group was randomly partitioned on the specimen-level 75%/25% into training/testing sets, then all training and testing sets were aggregated. A total of 1,472 standardized radiomic features were extracted from each patch and evaluated by minimum redundancy maximum relevance feature selection, and 25 top-ranked features were used to train a support vector machine (SVM) classifier. Predictive performance of the SVM classifier was compared to fluorescence intensity thresholding for classifying testing set image patches with histologically confirmed malignancy status. Results Optomics provided consistent improvement in prediction accuracy and false positive rate (FPR) and similar false negative rate (FNR) on all testing set slices, irrespective of dose, compared to fluorescence intensity thresholding (mean accuracies of 89% vs. 81%, P = 0.0072; mean FPRs of 12% vs. 21%, P = 0.0035; and mean FNRs of 13% vs. 17%, P = 0.35). Conclusions Optomics outperformed conventional fluorescence intensity thresholding for tumor identification using sub-image patches as the unit of analysis. Optomics mitigate diagnostic uncertainties introduced through physiological variability, imaging agent dose, and inter-specimen biases of fluorescence molecular imaging by probing textural image information. This preliminary study provides a proof-of-concept that applying radiomics to fluorescence molecular imaging data offers a promising image analysis technique for cancer detection in fluorescence-guided surgery.
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Affiliation(s)
- Yao Chen
- Thayer School of Engineering, Dartmouth College, Hanover, NH, United States
| | - Samuel S. Streeter
- Thayer School of Engineering, Dartmouth College, Hanover, NH, United States
- Department of Orthopaedics, Dartmouth Health, Lebanon, NH, United States
- Geisel School of Medicine, Dartmouth College, Hanover, NH, United States
| | - Brady Hunt
- Thayer School of Engineering, Dartmouth College, Hanover, NH, United States
| | - Hira S. Sardar
- Thayer School of Engineering, Dartmouth College, Hanover, NH, United States
| | - Jason R. Gunn
- Thayer School of Engineering, Dartmouth College, Hanover, NH, United States
| | - Laura J. Tafe
- Geisel School of Medicine, Dartmouth College, Hanover, NH, United States
- Department of Pathology, Dartmouth Health, Lebanon, NH, United States
| | - Joseph A. Paydarfar
- Geisel School of Medicine, Dartmouth College, Hanover, NH, United States
- Department of Surgery, Dartmouth Health, Lebanon, NH, United States
- Department of Otolaryngology, Dartmouth Health, Lebanon, NH, United States
| | - Brian W. Pogue
- Thayer School of Engineering, Dartmouth College, Hanover, NH, United States
- Geisel School of Medicine, Dartmouth College, Hanover, NH, United States
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, United States
| | - Keith D. Paulsen
- Thayer School of Engineering, Dartmouth College, Hanover, NH, United States
- Geisel School of Medicine, Dartmouth College, Hanover, NH, United States
| | - Kimberley S. Samkoe
- Thayer School of Engineering, Dartmouth College, Hanover, NH, United States
- Geisel School of Medicine, Dartmouth College, Hanover, NH, United States
- Department of Surgery, Dartmouth Health, Lebanon, NH, United States
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6
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Wang C, Xu X, Folaron M, Gunn JR, Hodge S, Chen EY, Hoopes PJ, Tichauer KM, Samkoe KS. Improved Discrimination of Tumors with Low and Heterogeneous EGFR Expression in Fluorescence-Guided Surgery Through Paired-Agent Protocols. Mol Imaging Biol 2023; 25:110-121. [PMID: 34651290 PMCID: PMC9527767 DOI: 10.1007/s11307-021-01656-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 06/16/2021] [Accepted: 07/18/2021] [Indexed: 11/26/2022]
Abstract
PURPOSE The goal of fluorescence-guided surgery (FGS) in oncology is to improve the surgical therapeutic index by enhancing contrast between cancerous and healthy tissues. However, optimal discrimination between these tissues is complicated by the nonspecific uptake and retention of molecular targeted agents and the variance of fluorescence signal. Paired-agent imaging (PAI) employs co-administration of an untargeted imaging agent with a molecular targeted agent, providing a normalization factor to minimize nonspecific and varied signals. The resulting measured binding potential is quantitative and equivalent to in vivo immunohistochemistry of the target protein. This study demonstrates that PAI improves the accuracy of tumor-to-healthy tissue discrimination compared to single-agent imaging for in vivo FGS. PROCEDURES PAI using a fluorescent anti-epidermal growth factor receptor (EGFR) affibody molecule (ABY-029, eIND 122,681) with untargeted IRDye 700DX carboxylate was compared to ABY-029 alone in an oral squamous cell carcinoma xenograft mouse model at 3 h after dye administration (n = 30). RESULTS PAI significantly enhanced tumor discrimination, as compared to ABY-029 alone in low EGFR-expressing tumors and highly heterogeneous populations including multiple cell lines with varying expression (diagnostic accuracy: 0.908 vs. 0.854 and 0.908 vs. 0.822; and ROC curve AUC: 0.963 vs. 0.909 and 0.957 vs. 0.909, respectively) indicating a potential for universal FGS image thresholds to determine surgical margins. In addition, PAI achieved significantly higher diagnostic ability than ABY-029 alone 0.25-5-h post injection and exhibited a stronger correlation to EGFR expression heterogeneity. CONCLUSION The quantitative receptor delineation of PAI promises to improve the surgical therapeutic index of cancer resection in a clinically relevant timeline.
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Affiliation(s)
- Cheng Wang
- Thayer School of Engineering, Dartmouth College, Hanover, NH, USA
| | - Xiaochun Xu
- Thayer School of Engineering, Dartmouth College, Hanover, NH, USA
| | - Margaret Folaron
- Thayer School of Engineering, Dartmouth College, Hanover, NH, USA
| | - Jason R Gunn
- Thayer School of Engineering, Dartmouth College, Hanover, NH, USA
| | - Sassan Hodge
- Department of Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
| | - Eunice Y Chen
- Department of Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
- Geisel School of Medicine, Dartmouth College, Hanover, NH, USA
| | - P Jack Hoopes
- Thayer School of Engineering, Dartmouth College, Hanover, NH, USA
- Department of Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
- Geisel School of Medicine, Dartmouth College, Hanover, NH, USA
| | - Kenneth M Tichauer
- Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, USA
| | - Kimberley S Samkoe
- Thayer School of Engineering, Dartmouth College, Hanover, NH, USA.
- Department of Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA.
- Geisel School of Medicine, Dartmouth College, Hanover, NH, USA.
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7
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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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8
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Voskuil FJ, Vonk J, van der Vegt B, Kruijff S, Ntziachristos V, van der Zaag PJ, Witjes MJH, van Dam GM. Intraoperative imaging in pathology-assisted surgery. Nat Biomed Eng 2022; 6:503-514. [PMID: 34750537 DOI: 10.1038/s41551-021-00808-8] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Accepted: 06/17/2021] [Indexed: 12/12/2022]
Abstract
The pathological assessment of surgical specimens during surgery can reduce the incidence of positive resection margins, which otherwise can result in additional surgeries or aggressive therapeutic regimens. To improve patient outcomes, intraoperative spectroscopic, fluorescence-based, structural, optoacoustic and radiological imaging techniques are being tested on freshly excised tissue. The specific clinical setting and tumour type largely determine whether endogenous or exogenous contrast is to be detected and whether the tumour specificity of the detected biomarker, image resolution, image-acquisition times or penetration depth are to be prioritized. In this Perspective, we describe current clinical standards for intraoperative tissue analysis and discuss how intraoperative imaging is being implemented. We also discuss potential implementations of intraoperative pathology-assisted surgery for clinical decision-making.
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Affiliation(s)
- Floris J Voskuil
- Department of Oral and Maxillofacial Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.,Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Jasper Vonk
- Department of Oral and Maxillofacial Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Bert van der Vegt
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Schelto Kruijff
- Department of Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.,Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Vasilis Ntziachristos
- Chair for Biological Imaging, Center for Translational Cancer Research, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany.,Institute of Biological and Medical Imaging, Helmholtz Zentrum München, Neuherberg, Germany
| | - Pieter J van der Zaag
- Phillips Research Laboratories, Eindhoven, The Netherlands.,Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.,Molecular Biophysics, Zernike Institute, University of Groningen, Groningen, The Netherlands
| | - Max J H Witjes
- Department of Oral and Maxillofacial Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Gooitzen M van Dam
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands. .,AxelaRx/TRACER BV, Groningen, The Netherlands.
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9
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Tian Y, Tang C, Shi G, Wang G, Du Y, Tian J, Zhang H. Novel fluorescent GLUT1 inhibitor for precision detection and fluorescence image-guided surgery in oral squamous cell carcinoma. Int J Cancer 2022; 151:450-462. [PMID: 35478458 DOI: 10.1002/ijc.34049] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 03/31/2022] [Accepted: 04/19/2022] [Indexed: 11/10/2022]
Abstract
Early detection and complete resection of oral squamous cell carcinoma (OSCC) are crucial to improving patient survival and prognosis. However, specifically targeted imaging probes for OSCC detection are limited. This study aimed to synthesize a novel near-infrared fluorescence (NIRF) probe for precision detection and fluorescence image-guided surgery in OSCC. Bioinformatics data indicated that glucose transporter 1 (GLUT1) is highly expressed in patients with OSCC. We demonstrated high and specific GLUT1 expression upon immunohistochemical staining of samples from 20 patients with OSCC. The specific expression of GLUT1 was further validated in both human OSCC cell lines and OSCC tumor xenografts. Based on these findings, the GLUT1 inhibitor WZB117 was utilized to synthesize a novel NIRF imaging probe, WZB117-IR820. The fluorescence molecular imaging data revealed that WZB117-IR820 could specifically bind to the tumor areas in an orthotopic OSCC mouse model after intravenous injection and could be further applied for precision fluorescence image-guided surgery with no residual tumor in the orthotopic CAL27-fLUC mouse tumor model. For further clinical translational application in patients with OSCC, precise delineation of OSCC tumor areas was achieved following topical application of the WZB117-IR820 imaging probe and was validated by histopathological and immunohistochemical analyses. In conclusion, we synthesized a novel fluorescent imaging probe, WZB117-IR820, which has potential clinical applications for early detection and fluorescence image-guided surgery in OSCC with no observable toxicity. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Yu Tian
- Medical School of Chinese PLA, Beijing, China.,Department of Stomatology, The First Medical Centre, Chinese PLA General Hospital, Beijing, China.,CAS Key Laboratory of Molecular Imaging, The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China
| | - Chu Tang
- Engineering Research Center of Molecular and Neuro Imaging, Ministry of Education, School of Life Science and Technology, Xidian University, Shanxi, China
| | - Guangyuan Shi
- University of Science and Technology of China, Anhui, China
| | - Guorong Wang
- Department of Radiology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| | - Yang Du
- CAS Key Laboratory of Molecular Imaging, The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China.,Beijing Key Laboratory of Molecular Imaging, Beijing, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Jie Tian
- CAS Key Laboratory of Molecular Imaging, The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China.,Beijing Key Laboratory of Molecular Imaging, Beijing, China.,University of Chinese Academy of Sciences, Beijing, China.,Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Medicine, Beihang University, Beijing, China.,Engineering Research Center of Molecular and Neuro Imaging of Ministry of Education, School of Life Science and Technology, Xidian University, Shaanxi, China
| | - Haizhong Zhang
- Department of Stomatology, The First Medical Centre, Chinese PLA General Hospital, Beijing, China
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10
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Schouw HM, Huisman LA, Janssen YF, Slart RHJA, Borra RJH, Willemsen ATM, Brouwers AH, van Dijl JM, Dierckx RA, van Dam GM, Szymanski W, Boersma HH, Kruijff S. Targeted optical fluorescence imaging: a meta-narrative review and future perspectives. Eur J Nucl Med Mol Imaging 2021; 48:4272-4292. [PMID: 34633509 PMCID: PMC8566445 DOI: 10.1007/s00259-021-05504-y] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Accepted: 07/23/2021] [Indexed: 12/27/2022]
Abstract
Purpose The aim of this review is to give an overview of the current status of targeted optical fluorescence imaging in the field of oncology, cardiovascular, infectious and inflammatory diseases to further promote clinical translation. Methods A meta-narrative approach was taken to systematically describe the relevant literature. Consecutively, each field was assigned a developmental stage regarding the clinical implementation of optical fluorescence imaging. Results Optical fluorescence imaging is leaning towards clinical implementation in gastrointestinal and head and neck cancers, closely followed by pulmonary, neuro, breast and gynaecological oncology. In cardiovascular and infectious disease, optical imaging is in a less advanced/proof of concept stage. Conclusion Targeted optical fluorescence imaging is rapidly evolving and expanding into the clinic, especially in the field of oncology. However, the imaging modality still has to overcome some major challenges before it can be part of the standard of care in the clinic, such as the provision of pivotal trial data. Intensive multidisciplinary (pre-)clinical joined forces are essential to overcome the delivery of such compelling phase III registration trial data and subsequent regulatory approval and reimbursement hurdles to advance clinical implementation of targeted optical fluorescence imaging as part of standard practice. Supplementary Information The online version contains supplementary material available at 10.1007/s00259-021-05504-y.
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Affiliation(s)
- H M Schouw
- Department of Surgery, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | - L A Huisman
- Department of Surgery, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | - Y F Janssen
- Department of Surgery, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | - R H J A Slart
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands.,Department of Biomedical Photonic Imaging, Faculty of Science and Technology, University of Twente, Enschede, The Netherlands
| | - R J H Borra
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands.,Department of Radiology, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | - A T M Willemsen
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | - A H Brouwers
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | - J M van Dijl
- Department of Medical Microbiology, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | - R A Dierckx
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands.,Department of Diagnostic Sciences, Ghent University Faculty of Medicine and Health Sciences, Gent, Belgium
| | - G M van Dam
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands.,AxelaRx/TRACER Europe BV, Groningen, The Netherlands
| | - W Szymanski
- Department of Radiology, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | - H H Boersma
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands.,Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Centre of Groningen, Groningen, The Netherlands
| | - S Kruijff
- Department of Surgery, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands. .,Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands.
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11
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van Schaik JE, Halmos GB, Witjes MJH, Plaat BEC. An overview of the current clinical status of optical imaging in head and neck cancer with a focus on Narrow Band imaging and fluorescence optical imaging. Oral Oncol 2021; 121:105504. [PMID: 34454339 DOI: 10.1016/j.oraloncology.2021.105504] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 07/25/2021] [Accepted: 08/18/2021] [Indexed: 11/28/2022]
Abstract
Early and accurate identification of head and neck squamous cell carcinoma (HNSCC) is important to improve treatment outcomes and prognosis. New optical imaging techniques may assist in both the diagnostic process as well as in the operative setting by real-time visualization and delineation of tumor. Narrow Band Imaging (NBI) is an endoscopic technique that uses blue and green light to enhance mucosal and submucosal blood vessels, leading to better detection of (pre)malignant lesions showing aberrant blood vessel patterns. Fluorescence optical imaging makes use of near-infrared fluorescent agents to visualize and delineate HNSCC, resulting in fewer positive surgical margins. Targeted fluorescent agents, such as fluorophores conjugated to antibodies, show the most promising results. The aim of this review is: (1) to provide the clinical head and neck surgeon an overview of the current clinical status of various optical imaging techniques in head and neck cancer; (2) to provide an in-depth review of NBI and fluorescence optical imaging, as these techniques have the highest potential for clinical implementation; and (3) to describe future improvements and developments within the field of these two techniques.
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Affiliation(s)
- Jeroen E van Schaik
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
| | - Gyorgy B Halmos
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Max J H Witjes
- Department of Oral and Maxillofacial Surgery, University of Groningen, University Medical Center Groningen, the Netherlands
| | - Boudewijn E C Plaat
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
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12
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Optimal Dosing Strategy for Fluorescence-Guided Surgery with Panitumumab-IRDye800CW in Head and Neck Cancer. Mol Imaging Biol 2021; 22:156-164. [PMID: 31054001 DOI: 10.1007/s11307-019-01358-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
PURPOSE To identify the optimal dosing strategy for fluorescence-guided surgery in patients with head and neck squamous cell carcinoma, we conducted a dose-ranging study evaluating the anti-epidermal growth factor receptor (EGFR) therapeutic antibody, panitumumab, that was fluorescently labeled with the near-infrared dye IRDye800CW. PROCEDURES Patients (n = 24) received either 0.5 or 1.0 mg/kg panitumumab-IRDye800CW in the weight-based dosing group or 25 or 50 mg panitumumab-IRDye800CW in the fixed dosing group. Following surgery, whole primary specimens were imaged in a closed-field device and the mean fluorescence intensity (MFI) and tumor-to-background ratio (TBR) were assessed. Clinical variables, including dose, time of infusion-to-surgery, age, unlabeled dose, gender, primary tumor site, and tumor size, were analyzed to evaluate the factors affecting the fluorescence intensity in order to identify the optimal dose for intraoperative fluorescence imaging. RESULTS A total of 24 primary tumor specimens were imaged and analyzed in this study. Although no correlations between TBR and dose of panitumumab-IRDye800CW were found, there were moderate-strong correlations between the primary tumor MFI and panitumumab-IRDye800CW dose for fixed dose (mg) (R2 = 0.42) and for dose/weight (mg/kg) (R2 = 0.54). Results indicated that the optimal MFI was at approximately 50 mg for fixed dose and 0.75 mg/kg for dose/weight. No significant differences were found for the primary tumor MFI and TBRs between the weight-based dosing and the fixed dosing groups. MFIs significantly increased when the infusion-to-surgery window was reduced to within 2 days (vs. 3 days or more, p < 0.05). CONCLUSIONS Antibody-based imaging for surgical resection is under investigation in multiple clinical trials. Our data suggests that a fixed dose of 50 mg is an appropriate diagnostic dose for successful surgical fluorescence imaging.
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13
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EGFR and αvβ6 as Promising Targets for Molecular Imaging of Cutaneous and Mucosal Squamous Cell Carcinoma of the Head and Neck Region. Cancers (Basel) 2020; 12:cancers12061474. [PMID: 32516897 PMCID: PMC7352159 DOI: 10.3390/cancers12061474] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Revised: 05/31/2020] [Accepted: 06/01/2020] [Indexed: 12/24/2022] Open
Abstract
R0 resection is paramount in cutaneous squamous cell carcinoma (CSCC) and head and neck squamous cell carcinoma (HNSCC). However, in the setting of recurrence, immunocompromised patients, or non-keratinizing squamous cell carcinoma (SCC) with a spindle growth pattern, tumor borders are difficult, if not impossible, to determine. Fluorescence-guided surgery (FGS) aids in this differentiation. Potential targets for FGS of CSCC and HNSCC were evaluated. Most sections stained intensely for αvβ6 and epidermal growth factor receptor (EGFR) on tumor cells. Normal epithelium stained less for αvβ6 than for EGFR. In addition, soft tissue and stroma stained negative for both, allowing for clear discrimination of the soft tissue margin. Tumor cells weakly expressed urokinase plasminogen activator receptor (uPAR) while expression on stromal cells was moderate. Normal epithelium rarely expressed uPAR, resulting in clear discrimination of superficial margins. Tumors did not consistently express integrin β3, carcinoembryonic antigen, epithelial cell adhesion molecule, or vascular endothelial growth factor A. In conclusion, αvβ6 and EGFR allowed for precise discrimination of SSC at the surgically problematic soft tissue margins. Superficial margins are ideally distinguished with uPAR. In the future, FGS in the surgically challenging setting of cutaneous and mucosal SCC could benefit from a tailor-made approach, with EGFR and αvβ6 as targets.
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14
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Voskuil FJ, de Jongh SJ, Hooghiemstra WTR, Linssen MD, Steinkamp PJ, de Visscher SAHJ, Schepman KP, Elias SG, Meersma GJ, Jonker PKC, Doff JJ, Jorritsma-Smit A, Nagengast WB, van der Vegt B, Robinson DJ, van Dam GM, Witjes MJH. Fluorescence-guided imaging for resection margin evaluation in head and neck cancer patients using cetuximab-800CW: A quantitative dose-escalation study. Theranostics 2020; 10:3994-4005. [PMID: 32226534 PMCID: PMC7086353 DOI: 10.7150/thno.43227] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Accepted: 02/05/2020] [Indexed: 12/13/2022] Open
Abstract
Tumor-positive resection margins are present in up to 23% of head and neck cancer (HNC) surgeries, as intraoperative techniques for real-time evaluation of the resection margins are lacking. In this study, we investigated the safety and potential clinical value of fluorescence-guided imaging (FGI) for resection margin evaluation in HNC patients. We determined the optimal cetuximab-800CW dose by quantification of intrinsic fluorescence values using multi-diameter single-fiber reflectance, single-fiber fluorescence (MDSFR/SFF) spectroscopy. Methods: Five cohorts of three HNC patients received cetuximab-800CW systemically: three single dose cohorts (10, 25, 50 mg) and two cohorts pre-dosed with 75 mg unlabeled cetuximab (15 or 25 mg). Fluorescence visualization and MDSFR/SFF spectroscopy quantification was performed and were correlated to histopathology. Results: There were no study-related adverse events higher than Common Terminology Criteria for Adverse Events grade-II. Quantification of intrinsic fluorescence values showed a dose-dependent increase in background fluorescence in the single dose cohorts (p<0.001, p<0.001), which remained consistently low in the pre-dosed cohorts (p=0.6808). Resection margin status was evaluated with a sensitivity of 100% (4/4 tumor-positive margins) and specificity of 91% (10/11 tumor-negative margins). Conclusion: A pre-dose of 75 mg unlabeled cetuximab followed by 15 mg cetuximab-800CW was considered the optimal dose based on safety, fluorescence visualization and quantification of intrinsic fluorescence values. We were able to use a lower dose cetuximab-800CW than previously described, while remaining a high sensitivity for tumor detection due to application of equipment optimized for IRDye800CW detection, which was validated by quantification of intrinsic fluorescence values.
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15
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Samkoe KS, Sardar HS, Gunn J, Feldwisch J, Linos K, Henderson E, Pogue B, Paulsen K. Measuring microdose ABY-029 fluorescence signal in a primary human soft-tissue sarcoma resection. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2019; 10862. [PMID: 31595101 DOI: 10.1117/12.2510935] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Microdose administration of ABY-029, an anti-epidermal growth factor receptor Affibody molecule conjugated to IRDye 800CW, is being studied in a Phase 0 trial for resection of soft-tissue sarcomas. The excised tissue of a single patient in the microdose administration group was imaged with both a wide-field fluorescence surgical system and a flat-bed scanning fluorescence imaging system. Here the resultant fluorescence from a breadloaf section of the primary tumor specimen and six region-specific tissue samples collected from that breadloaf are compared using these two imaging systems - a flatbed, black-box, fluorescence scanning system, the Odyssey CLx, and a open-air, wide-field, pre-clinical surgical imaging system, the Solaris. Florescence signal is compared using a variety of methods including: mean, standard deviation, variance, tumor-to-background ratio, biological-variance ratio, and contrast-to-noise ratio. The images produced from the Odyssey scanner have higher signal variance but more accurately represent the EGFR expression in small tissue sections. The Solaris system has higher depth sensitivity and volume averaging, and as such has lower signal variation and higher contrast-to-noise ratio.
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Affiliation(s)
- Kimberley S Samkoe
- Geisel School of Medicine, Dartmouth College, Hanover, NH 03755.,Department of Surgery, Dartmouth-Hitchcock, Lebanon, NH, 03756.,Thayer School of Engineering, Dartmouth College, Hanover, NH, 03755
| | | | - Jason Gunn
- Department of Surgery, Dartmouth-Hitchcock, Lebanon, NH, 03756
| | | | - Konstantinos Linos
- Geisel School of Medicine, Dartmouth College, Hanover, NH 03755.,Department of Pathology, Dartmouth-Hitchcock, Lebanon, NH, 03756
| | - Eric Henderson
- Geisel School of Medicine, Dartmouth College, Hanover, NH 03755.,Department of Orthopaedics, Dartmouth-Hitchcock, Lebanon, NH, 03756
| | - Brian Pogue
- Thayer School of Engineering, Dartmouth College, Hanover, NH, 03755
| | - Keith Paulsen
- Thayer School of Engineering, Dartmouth College, Hanover, NH, 03755
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16
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Debie P, Hernot S. Emerging Fluorescent Molecular Tracers to Guide Intra-Operative Surgical Decision-Making. Front Pharmacol 2019; 10:510. [PMID: 31139085 PMCID: PMC6527780 DOI: 10.3389/fphar.2019.00510] [Citation(s) in RCA: 68] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Accepted: 04/24/2019] [Indexed: 12/26/2022] Open
Abstract
Fluorescence imaging is an emerging technology that can provide real-time information about the operating field during cancer surgery. Non-specific fluorescent agents, used for the assessment of blood flow and sentinel lymph node detection, have so far dominated this field. However, over the last decade, several clinical studies have demonstrated the great potential of targeted fluorescent tracers to visualize tumor lesions in a more specific way. This has led to an exponential growth in the development of novel molecular fluorescent contrast agents. In this review, the design of fluorescent molecular tracers will be discussed, with particular attention for agents and approaches that are of interest for clinical translation.
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Affiliation(s)
| | - Sophie Hernot
- Laboratory for in vivo Cellular and Molecular Imaging (ICMI-BEFY/MIMA), Vrije Universiteit Brussel, Brussels, Belgium
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17
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Samkoe KS, Sardar HS, Bates BD, Tselepidakis NN, Gunn JR, Hoffer-Hawlik KA, Feldwisch J, Pogue BW, Paulsen KD, Henderson ER. Preclinical imaging of epidermal growth factor receptor with ABY-029 in soft-tissue sarcoma for fluorescence-guided surgery and tumor detection. J Surg Oncol 2019; 119:1077-1086. [PMID: 30950072 DOI: 10.1002/jso.25468] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 02/26/2019] [Accepted: 03/14/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND OBJECTIVES Fluorescence-guided surgery using epidermal growth factor receptor (EGFR) targeting has been performed successfully in clinical trials using a variety of fluorescent agents. We investigate ABY-029 (anti-EGFR Affibody® molecule labeled with IRDye 800CW) compared with a small-molecule perfusion agent, IRDye 700DX carboxylate, in a panel of soft-tissue sarcomas with varying levels of EGFR expression and vascularization. METHODS Five xenograft soft-tissue sarcoma cell lines were implanted into immunosuppressed mice. ABY-029 and IRDye 700DX were each administered at 4.98 μM. Fluorescence from in vivo and ex vivo (fresh and formalin-fixed) fixed tissues were compared. The performance of three fluorescence imaging systems was assessed for ex vivo tissues. RESULTS ABY-029 is retained longer within tumor tissue and achieves higher tumor-to-background ratios both in vivo and ex vivo than IRDye 700DX. ABY-029 fluorescence is less susceptible to formalin fixation than IRDye 700DX, but both agents have disproportional signal loss in a variety of tissues. The Pearl Impulse provides the highest contrast-to-noise ratio, but all systems have individual advantages. CONCLUSIONS ABY-029 demonstrates promise to assist in wide local excision of soft-tissue sarcomas. Further clinical evaluation of in situ or freshly excised ex vivo tissues using fluorescence imaging systems is warranted.
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Affiliation(s)
- Kimberley S Samkoe
- Department of Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire.,Department of Surgery, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire.,Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire
| | - Hira S Sardar
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire
| | - Brent D Bates
- Department of Orthaepedics, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire
| | | | - Jason R Gunn
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire
| | | | | | - Brian W Pogue
- Department of Surgery, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire.,Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire
| | - Keith D Paulsen
- Department of Surgery, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire.,Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire
| | - Eric R Henderson
- Department of Orthaepedics, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire.,Department of Orthopaedics, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
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18
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Olson MT, Ly QP, Mohs AM. Fluorescence Guidance in Surgical Oncology: Challenges, Opportunities, and Translation. Mol Imaging Biol 2019; 21:200-218. [PMID: 29942988 PMCID: PMC6724738 DOI: 10.1007/s11307-018-1239-2] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Surgical resection continues to function as the primary treatment option for most solid tumors. However, the detection of cancerous tissue remains predominantly subjective and reliant on the expertise of the surgeon. Surgery that is guided by fluorescence imaging has shown clinical relevance as a new approach to detecting the primary tumor, tumor margins, and metastatic lymph nodes. It is a technique to reduce recurrence and increase the possibility of a curative resection. While significant progress has been made in developing this emerging technology as a tool to assist the surgeon, further improvements are still necessary. Refining imaging agents and tumor targeting strategies to be a precise and reliable surgical strategy is essential in order to translate this technology into patient care settings. This review seeks to provide a comprehensive update on the most recent progress of fluorescence-guided surgery and its translation into the clinic. By highlighting the current status and recent developments of fluorescence image-guided surgery in the field of surgical oncology, we aim to offer insight into the challenges and opportunities that require further investigation.
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Affiliation(s)
- Madeline T Olson
- Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE, 68198, USA
- Fred and Pamela Buffet Cancer Center, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Quan P Ly
- Fred and Pamela Buffet Cancer Center, University of Nebraska Medical Center, Omaha, NE, 68198, USA
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Aaron M Mohs
- Fred and Pamela Buffet Cancer Center, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
- Department of Pharmaceutical Sciences, University of Nebraska Medical Center, 5-12315 Scott Research Tower, Omaha, NE, 68198, USA.
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
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19
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Samkoe KS, Park Y, Marra K, Chen EY, Tichauer KM. Paired-agent imaging for detection of head and neck cancers. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2019; 10853. [PMID: 31686720 DOI: 10.1117/12.2510897] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Head and neck cancers overwhelmingly overexpress epidermal growth factor receptor (EGFR). This overexpression has been utilized for head and neck cancers using molecular targeted agents for therapy and cancer cell detection. Significant progress has been made in using EGFR-targeted fluorescent antibody and Affibody molecule agents for fluorescent guided surgery in head and neck cancers. Although success in achieving tumor-to-background ratio of 3-5 have been achieved, the field is limited by the non-specific fluorescence in normal tissues as well as EGFR specific fluorescence in the oral cavity. We propose that paired-agent imaging (PAI) could improve the contrast between tumor and normal tissue by removing the fluorescent signal arising from non-specific binding. Here, ABY-029 - an anti-EGFR Affibody molecule labeled with IRDye 800CW - and IRDye 680RD conjugated to Affibody Control Imaging Agent molecule (IR680-Affctrl) are used as targeted and untargeted control agents, respectively, in a panel of head and neck squamous cell carcinomas (HNSCC) to test the ability of PAI to increase tumor detection. Initial results demonstrate that binding potential, a value proportional to receptor concentration, correlates well to EGFR expression but experimental limitations prevented pixel-by-pixel analysis that was desired. Although promising, a more rigorous and well-defined experimental protocol is required to align ex vivo EGFR immunohistochemistry with in vivo binding potential and fluorescence intensity. Additionally, a new set of paired-agents, ABY-029 and IRDye 700DX, are successfully tested in naïve mice and will be carried forward for clinical translation.
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Affiliation(s)
- Kimberley S Samkoe
- Geisel School of Medicine, Dartmouth College, Hanover, NH 03755.,Department of Surgery, Dartmouth-Hitchcock, Lebanon, NH, 03756
| | | | - Kayla Marra
- Thayer School of Engineering at Dartmouth, Lebanon, NH, 03755
| | - Eunice Y Chen
- Geisel School of Medicine, Dartmouth College, Hanover, NH 03755
| | - Kenneth M Tichauer
- Department of Biomedical Engineering, llinois Institute of Technology, Chicago, Illinois, 60616
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20
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de Souza ALR, Marra K, Gunn J, Samkoe KS, Hull S, Paulsen KD, Pogue BW. Optimizing Glioma Detection Using an EGFR-Targeted Fluorescent Affibody. Photochem Photobiol 2018; 94:1167-1171. [PMID: 30129069 PMCID: PMC6234080 DOI: 10.1111/php.13003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Accepted: 08/14/2018] [Indexed: 12/13/2022]
Abstract
Since many types of cancers overexpress EGFR, this surface receptor has been used as a target for therapy or diagnosis of malignant disease. Uptake kinetics of EGFR-targeted fluorescent Affibody (ABY-029) were studied with a view toward optimizing efficacy of tumor detection in a glioma as a function of both delivered dose and concurrent administration of unlabeled cetuximab (an EGFR antagonist). U251 glioma cells were inoculated in brain of nude rats, and the fluorescence from each brain was analyzed after the administration of ABY-029. Although cetuximab was able to systematically block ABY-029 binding to EGFR in a dose-dependent manner in cell culture, no influence on the tumor-to-normal brain contrast was seen when unlabeled cetuximab was administered prior to ABY-029. Ex vivo imaging of ABY-029 fluorescence showed increasing values of the tumor-to-normal brain ratio with an increasing injected dose. A saturation value was obtained at a dose of 245 μg kg-1 which represents a 10-fold increase over a "microdose" value. According to FDA, the microdose of protein products is considered ≤30 nanomoles due to its difference in molecular weight as compared to synthetic drugs. This observation indicates that glioma detection will be optimal if the ABY-029 dose exceeds the "microdose" value.
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Affiliation(s)
- Ana Luiza Ribeiro de Souza
- Thayer School of Engineering, Dartmouth College, Hanover, NH 03755, USA
- CAPES Foundation, Ministry of Education of Brazil, Brasília 70040-020, Brazil
| | - Kayla Marra
- Thayer School of Engineering, Dartmouth College, Hanover, NH 03755, USA
| | - Jason Gunn
- Thayer School of Engineering, Dartmouth College, Hanover, NH 03755, USA
| | - Kimberley S. Samkoe
- Thayer School of Engineering, Dartmouth College, Hanover, NH 03755, USA
- Department of Surgery, Geisel School of Medicine, Dartmouth College, Lebanon, NH 03756, USA
| | - Sally Hull
- Thayer School of Engineering, Dartmouth College, Hanover, NH 03755, USA
| | - Keith D. Paulsen
- Thayer School of Engineering, Dartmouth College, Hanover, NH 03755, USA
- Department of Surgery, Geisel School of Medicine, Dartmouth College, Lebanon, NH 03756, USA
| | - Brian W. Pogue
- Thayer School of Engineering, Dartmouth College, Hanover, NH 03755, USA
- Department of Surgery, Geisel School of Medicine, Dartmouth College, Lebanon, NH 03756, USA
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21
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Lwin TM, Bouvet M. ASO Author Reflections: Fluorescent Anti-CEA IR800 for Tumor Labeling. Ann Surg Oncol 2018; 25:970-971. [PMID: 30324479 DOI: 10.1245/s10434-018-6905-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Indexed: 11/18/2022]
Affiliation(s)
- Thinzar M Lwin
- Department of Surgery, University of California San Diego, San Diego, CA, USA.,VA San Diego Healthcare System, San Diego, CA, USA.,Moores Cancer Center, University of California San Diego, San Diego, CA, USA
| | - Michael Bouvet
- Department of Surgery, University of California San Diego, San Diego, CA, USA. .,VA San Diego Healthcare System, San Diego, CA, USA. .,Moores Cancer Center, University of California San Diego, San Diego, CA, USA.
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22
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Gao RW, Teraphongphom NT, van den Berg NS, Martin BA, Oberhelman NJ, Divi V, Kaplan MJ, Hong SS, Lu G, Ertsey R, Tummers WSFJ, Gomez AJ, Holsinger FC, Kong CS, Colevas AD, Warram JM, Rosenthal EL. Determination of Tumor Margins with Surgical Specimen Mapping Using Near-Infrared Fluorescence. Cancer Res 2018; 78:5144-5154. [PMID: 29967260 DOI: 10.1158/0008-5472.can-18-0878] [Citation(s) in RCA: 127] [Impact Index Per Article: 21.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Revised: 05/03/2018] [Accepted: 06/25/2018] [Indexed: 12/22/2022]
Abstract
For many solid tumors, surgical resection remains the gold standard and tumor-involved margins are associated with poor clinical outcomes. Near-infrared (NIR) fluorescence imaging using molecular agents has shown promise for in situ imaging during resection. However, for cancers with difficult imaging conditions, surgical value may lie in tumor mapping of surgical specimens. We thus evaluated a novel approach for real-time, intraoperative tumor margin assessment. Twenty-one adult patients with biopsy-confirmed squamous cell carcinoma arising from the head and neck (HNSCC) scheduled for standard-of-care surgery were enrolled. Cohort 1 (n = 3) received panitumumab-IRDye800CW at an intravenous microdose of 0.06 mg/kg, cohort 2A (n = 5) received 0.5 mg/kg, cohort 2B (n = 7) received 1 mg/kg, and cohort 3 (n = 6) received 50 mg. Patients were followed 30 days postinfusion and adverse events were recorded. Imaging was performed using several closed- and wide-field devices. Fluorescence was histologically correlated to determine sensitivity and specificity. In situ imaging demonstrated tumor-to-background ratio (TBR) of 2 to 3, compared with ex vivo specimen imaging TBR of 5 to 6. We obtained clear differentiation between tumor and normal tissue, with a 3-fold signal difference between positive and negative specimens (P < 0.05). We achieved high correlation of fluorescence intensity with tumor location with sensitivities and specificities >89%; fluorescence predicted distance of tumor tissue to the cut surface of the specimen. This novel method of detecting tumor-involved margins in surgical specimens using a cancer-specific agent provides highly sensitive and specific, real-time, intraoperative surgical navigation in resections with complex anatomy, which are otherwise less amenable to image guidance.Significance: This study demonstrates that fluorescence can be used as a sensitive and specific method of guiding surgeries for head and neck cancers and potentially other cancers with challenging imaging conditions, increasing the probability of complete resections and improving oncologic outcomes. Cancer Res; 78(17); 5144-54. ©2018 AACR.
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Affiliation(s)
- Rebecca W Gao
- Stanford University School of Medicine, Stanford, California
| | - Nutte T Teraphongphom
- Department of Otolaryngology - Head and Neck Surgery, Stanford University, Stanford, California
| | - Nynke S van den Berg
- Department of Otolaryngology - Head and Neck Surgery, Stanford University, Stanford, California
| | - Brock A Martin
- Department of Pathology, Stanford University, Stanford, California
| | - Nicholas J Oberhelman
- Department of Otolaryngology - Head and Neck Surgery, Stanford University, Stanford, California
| | - Vasu Divi
- Department of Otolaryngology - Head and Neck Surgery, Stanford University, Stanford, California
| | - Michael J Kaplan
- Department of Otolaryngology - Head and Neck Surgery, Stanford University, Stanford, California
| | - Steven S Hong
- Department of Otolaryngology - Head and Neck Surgery, Stanford University, Stanford, California
| | - Guolan Lu
- Department of Otolaryngology - Head and Neck Surgery, Stanford University, Stanford, California
| | - Robert Ertsey
- Department of Otolaryngology - Head and Neck Surgery, Stanford University, Stanford, California
| | | | - Adam J Gomez
- Department of Pathology, Stanford University, Stanford, California
| | - F Christopher Holsinger
- Department of Otolaryngology - Head and Neck Surgery, Stanford University, Stanford, California
| | - Christina S Kong
- Department of Pathology, Stanford University, Stanford, California
| | - Alexander D Colevas
- Department of Medicine, Division of Oncology, Stanford University, Stanford, California
| | - Jason M Warram
- Department of Otolaryngology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Eben L Rosenthal
- Department of Otolaryngology - Head and Neck Surgery, Stanford University, Stanford, California.
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23
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Lwin TM, Hoffman RM, Bouvet M. The development of fluorescence guided surgery for pancreatic cancer: from bench to clinic. Expert Rev Anticancer Ther 2018; 18:651-662. [PMID: 29768067 PMCID: PMC6298876 DOI: 10.1080/14737140.2018.1477593] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
INTRODUCTION Surgeons face major challenges in achieving curative R0 resection for pancreatic cancers. When the lesion is localized, they must appropriately visualize the tumor, determine appropriate resection margins, and ensure complete tumor clearance. Real-time surgical navigation using fluorescence-guidance has enhanced the ability of surgeons to see the tumor and has the potential to assist in achieving more oncologically complete resections. When there is metastatic disease, fluorescence enhancement can help detect these lesions and prevent unnecessary and futile surgeries. Areas covered: This article reviews different approaches for delivery of a fluorescence signal, their pre-clinical and clinical developments for fluorescence guided surgery, the advantages/challenges of each, and their potential for advancements in the future. Expert commentary: A variety of molecular imaging techniques are available for delivering tumor-specific fluorescence signals. Significant advancements have been made in the past 10 years due to the large body of literature on targeted therapies and this has translated into rapid developments of tumor-specific probes.
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Affiliation(s)
- Thinzar M. Lwin
- Department of Surgery, University of California San Diego, San Diego, CA
| | - Robert M. Hoffman
- Department of Surgery, University of California San Diego, San Diego, CA
- AntiCancer, Inc., San Diego, CA
| | - Michael Bouvet
- Department of Surgery, University of California San Diego, San Diego, CA
- VA San Diego Healthcare System, San Diego, CA
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24
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Tummers WS, Miller SE, Teraphongphom NT, Gomez A, Steinberg I, Huland DM, Hong S, Kothapalli SR, Hasan A, Ertsey R, Bonsing BA, Vahrmeijer AL, Swijnenburg RJ, Longacre TA, Fisher GA, Gambhir SS, Poultsides GA, Rosenthal EL. Intraoperative Pancreatic Cancer Detection using Tumor-Specific Multimodality Molecular Imaging. Ann Surg Oncol 2018; 25:1880-1888. [PMID: 29667116 DOI: 10.1245/s10434-018-6453-2] [Citation(s) in RCA: 112] [Impact Index Per Article: 18.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Indexed: 12/19/2022]
Abstract
BACKGROUND Operative management of pancreatic ductal adenocarcinoma (PDAC) is complicated by several key decisions during the procedure. Identification of metastatic disease at the outset and, when none is found, complete (R0) resection of primary tumor are key to optimizing clinical outcomes. The use of tumor-targeted molecular imaging, based on photoacoustic and fluorescence optical imaging, can provide crucial information to the surgeon. The first-in-human use of multimodality molecular imaging for intraoperative detection of pancreatic cancer is reported using cetuximab-IRDye800, a near-infrared fluorescent agent that binds to epidermal growth factor receptor. METHODS A dose-escalation study was performed to assess safety and feasibility of targeting and identifying PDAC in a tumor-specific manner using cetuximab-IRDye800 in patients undergoing surgical resection for pancreatic cancer. Patients received a loading dose of 100 mg of unlabeled cetuximab before infusion of cetuximab-IRDye800 (50 mg or 100 mg). Multi-instrument fluorescence imaging was performed throughout the surgery in addition to fluorescence and photoacoustic imaging ex vivo. RESULTS Seven patients with resectable pancreatic masses suspected to be PDAC were enrolled in this study. Fluorescence imaging successfully identified tumor with a significantly higher mean fluorescence intensity in the tumor (0.09 ± 0.06) versus surrounding normal pancreatic tissue (0.02 ± 0.01), and pancreatitis (0.04 ± 0.01; p < 0.001), with a sensitivity of 96.1% and specificity of 67.0%. The mean photoacoustic signal in the tumor site was 3.7-fold higher than surrounding tissue. CONCLUSIONS The safety and feasibilty of intraoperative, tumor-specific detection of PDAC using cetuximab-IRDye800 with multimodal molecular imaging of the primary tumor and metastases was demonstrated.
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Affiliation(s)
- Willemieke S Tummers
- Department of Radiology, Molecular Imaging Program at Stanford (MIPS), Stanford University, Stanford, CA, USA.,Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands
| | - Sarah E Miller
- Department of Otolaryngology, Stanford University, Stanford, CA, USA
| | | | - Adam Gomez
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Idan Steinberg
- Department of Radiology, Molecular Imaging Program at Stanford (MIPS), Stanford University, Stanford, CA, USA
| | - David M Huland
- Department of Radiology, Molecular Imaging Program at Stanford (MIPS), Stanford University, Stanford, CA, USA
| | - Steve Hong
- Department of Otolaryngology, Stanford University, Stanford, CA, USA
| | - Sri-Rajasekhar Kothapalli
- Department of Radiology, Molecular Imaging Program at Stanford (MIPS), Stanford University, Stanford, CA, USA
| | - Alifia Hasan
- Department of Otolaryngology, Stanford University, Stanford, CA, USA
| | - Robert Ertsey
- Department of Otolaryngology, Stanford University, Stanford, CA, USA
| | - Bert A Bonsing
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands
| | | | | | - Teri A Longacre
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - George A Fisher
- Department of Medical Oncology, Stanford University, Stanford, CA, USA
| | - Sanjiv S Gambhir
- Departments of Radiology, Bioengineering, and Materials Science & Engineering, Molecular Imaging Program at Stanford; Canary Center at Stanford for Early Cancer Detection, Stanford University, Stanford, CA, USA
| | | | - Eben L Rosenthal
- Department of Otolaryngology, Stanford University, Stanford, CA, USA. .,Stanford Cancer Center, Stanford University, Stanford, CA, USA.
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25
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Miller SE, Tummers WS, Teraphongphom N, van den Berg NS, Hasan A, Ertsey RD, Nagpal S, Recht LD, Plowey ED, Vogel H, Harsh GR, Grant GA, Li GH, Rosenthal EL. First-in-human intraoperative near-infrared fluorescence imaging of glioblastoma using cetuximab-IRDye800. J Neurooncol 2018; 139:135-143. [PMID: 29623552 PMCID: PMC6031450 DOI: 10.1007/s11060-018-2854-0] [Citation(s) in RCA: 98] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Accepted: 03/31/2018] [Indexed: 12/31/2022]
Abstract
Introduction Maximizing extent of surgical resection with the least morbidity remains critical for survival in glioblastoma patients, and we hypothesize that it can be improved by enhancements in intraoperative tumor detection. In a clinical study, we determined if therapeutic antibodies could be repurposed for intraoperative imaging during resection. Methods Fluorescently labeled cetuximab-IRDye800 was systemically administered to three patients 2 days prior to surgery. Near-infrared fluorescence imaging of tumor and histologically negative peri-tumoral tissue was performed intraoperatively and ex vivo. Fluorescence was measured as mean fluorescence intensity (MFI), and tumor-to-background ratios (TBRs) were calculated by comparing MFIs of tumor and histologically uninvolved tissue. Results The mean TBR was significantly higher in tumor tissue of contrast-enhancing (CE) tumors on preoperative imaging (4.0 ± 0.5) compared to non-CE tumors (1.2 ± 0.3; p = 0.02). The TBR was higher at a 100 mg dose than at 50 mg (4.3 vs. 3.6). The smallest detectable tumor volume in a closed-field setting was 70 mg with 50 mg of dye and 10 mg with 100 mg. On sections of paraffin embedded tissues, fluorescence positively correlated with histological evidence of tumor. Sensitivity and specificity of tumor fluorescence for viable tumor detection was calculated and fluorescence was found to be highly sensitive (73.0% for 50 mg dose, 98.2% for 100 mg dose) and specific (66.3% for 50 mg dose, 69.8% for 100 mg dose) for viable tumor tissue in CE tumors while normal peri-tumoral tissue showed minimal fluorescence. Conclusion This first-in-human study demonstrates the feasibility and safety of antibody based imaging for CE glioblastomas.
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Affiliation(s)
- Sarah E Miller
- Department of Otolaryngology, Stanford University, Stanford, USA
| | - Willemieke S Tummers
- Department of Radiology, Molecular Imaging Program at Stanford (MIPS), Stanford University, Stanford, USA
- Department of Surgery, Leiden University Medical Center, Albinusdreef 2, 2300 RC, Leiden, The Netherlands
| | | | | | - Alifia Hasan
- Department of Otolaryngology, Stanford University, Stanford, USA
| | - Robert D Ertsey
- Department of Otolaryngology, Stanford University, Stanford, USA
| | - Seema Nagpal
- Department of Neurology, Stanford University, Stanford, USA
| | | | | | - Hannes Vogel
- Department of Pathology, Stanford University, Stanford, USA
| | - Griffith R Harsh
- Department of Neurosurgery, Stanford University, Stanford, CA, 94305, USA
| | - Gerald A Grant
- Department of Neurosurgery, Stanford University, Stanford, CA, 94305, USA
| | - Gordon H Li
- Department of Neurosurgery, Stanford University, Stanford, CA, 94305, USA
| | - Eben L Rosenthal
- Department of Otolaryngology, Stanford University, Stanford, USA.
- Stanford Cancer Center, Stanford, CA, USA.
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26
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Samkoe KS, Bates BD, Elliott JT, LaRochelle E, Gunn JR, Marra K, Feldwisch J, Ramkumar DB, Bauer DF, Paulsen KD, Pogue BW, Henderson ER. Application of Fluorescence-Guided Surgery to Subsurface Cancers Requiring Wide Local Excision: Literature Review and Novel Developments Toward Indirect Visualization. Cancer Control 2018; 25:1073274817752332. [PMID: 29334791 PMCID: PMC5933571 DOI: 10.1177/1073274817752332] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2016] [Accepted: 12/05/2017] [Indexed: 01/08/2023] Open
Abstract
The excision of tumors by wide local excision is challenging because the mass must be removed entirely without ever viewing it directly. Positive margin rates in sarcoma resection remain in the range of 20% to 35% and are associated with increased recurrence and decreased survival. Fluorescence-guided surgery (FGS) may improve surgical accuracy and has been utilized in other surgical specialties. ABY-029, an anti-epidermal growth factor receptor Affibody molecule covalently bound to the near-infrared fluorophore IRDye 800CW, is an excellent candidate for future FGS applications in sarcoma resection; however, conventional methods with direct surface tumor visualization are not immediately applicable. A novel technique involving imaging through a margin of normal tissue is needed. We review the past and present applications of FGS and present a novel concept of indirect FGS for visualizing tumor through a margin of normal tissue and aiding in excising the entire lesion as a single, complete mass with tumor-free margins.
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Affiliation(s)
- Kimberley S. Samkoe
- Department of Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
- Geisel School of Medicine, Dartmouth College, Hanover, NH, USA
- Thayer School of Engineering, Dartmouth College, Hanover, NH, USA
| | - Brent D. Bates
- Geisel School of Medicine, Dartmouth College, Hanover, NH, USA
| | | | - Ethan LaRochelle
- Thayer School of Engineering, Dartmouth College, Hanover, NH, USA
| | - Jason R. Gunn
- Thayer School of Engineering, Dartmouth College, Hanover, NH, USA
| | - Kayla Marra
- Thayer School of Engineering, Dartmouth College, Hanover, NH, USA
| | | | - Dipak B. Ramkumar
- Department of Orthopaedics, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
| | - David F. Bauer
- Department of Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
| | - Keith D. Paulsen
- Thayer School of Engineering, Dartmouth College, Hanover, NH, USA
| | - Brian W. Pogue
- Thayer School of Engineering, Dartmouth College, Hanover, NH, USA
| | - Eric R. Henderson
- Department of Orthopaedics, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
- White River Junction VA Medical Center, White River Junction, VT, USA
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27
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Samkoe KS, Bates BD, Tselepidakis NN, DSouza AV, Gunn JR, Ramkumar DB, Paulsen KD, Pogue BW, Henderson ER. Development and evaluation of a connective tissue phantom model for subsurface visualization of cancers requiring wide local excision. JOURNAL OF BIOMEDICAL OPTICS 2017; 22:1-12. [PMID: 29274143 PMCID: PMC5741805 DOI: 10.1117/1.jbo.22.12.121613] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Accepted: 12/01/2017] [Indexed: 05/14/2023]
Abstract
Wide local excision (WLE) of tumors with negative margins remains a challenge because surgeons cannot directly visualize the mass. Fluorescence-guided surgery (FGS) may improve surgical accuracy; however, conventional methods with direct surface tumor visualization are not immediately applicable, and properties of tissues surrounding the cancer must be considered. We developed a phantom model for sarcoma resection with the near-infrared fluorophore IRDye 800CW and used it to iteratively define the properties of connective tissues that typically surround sarcoma tumors. We then tested the ability of a blinded surgeon to resect fluorescent tumor-simulating inclusions with ∼1-cm margins using predetermined target fluorescence intensities and a Solaris open-air fluorescence imaging system. In connective tissue-simulating phantoms, fluorescence intensity decreased with increasing blood concentration and increased with increasing intralipid concentrations. Fluorescent inclusions could be resolved at ≥1-cm depth in all inclusion concentrations and sizes tested. When inclusion depth was held constant, fluorescence intensity decreased with decreasing volume. Using targeted fluorescence intensities, a blinded surgeon was able to successfully excise inclusions with ∼1-cm margins from fat- and muscle-simulating phantoms with inclusion-to-background contrast ratios as low as 2∶1. Indirect, subsurface FGS is a promising tool for surgical resection of cancers requiring WLE.
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Affiliation(s)
- Kimberley S. Samkoe
- Dartmouth-Hitchcock Medical Center, Department of Surgery, Lebanon, New Hampshire, United States
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, United States
- Thayer School of Engineering at Dartmouth, Hanover, New Hampshire, United States
- Address all correspondence to: Kimberley S. Samkoe, E-mail:
| | - Brent D. Bates
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, United States
| | - Niki N. Tselepidakis
- Thayer School of Engineering at Dartmouth, Hanover, New Hampshire, United States
| | - Alisha V. DSouza
- Thayer School of Engineering at Dartmouth, Hanover, New Hampshire, United States
| | - Jason R. Gunn
- Thayer School of Engineering at Dartmouth, Hanover, New Hampshire, United States
| | - Dipak B. Ramkumar
- Dartmouth-Hitchcock Medical Center, Department of Orthopaedics, Lebanon, New Hampshire, United States
| | - Keith D. Paulsen
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, United States
- Thayer School of Engineering at Dartmouth, Hanover, New Hampshire, United States
| | - Brian W. Pogue
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire, United States
- Thayer School of Engineering at Dartmouth, Hanover, New Hampshire, United States
| | - Eric R. Henderson
- Dartmouth-Hitchcock Medical Center, Department of Orthopaedics, Lebanon, New Hampshire, United States
- White River Junction VAMC, White River Junction, Vermont, United States
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