1
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Rabindran B, Corben AD. Wide-field optical coherence tomography for microstructural analysis of key tissue types: a proof-of-concept evaluation. Pathol Oncol Res 2023; 29:1611167. [PMID: 37521364 PMCID: PMC10374948 DOI: 10.3389/pore.2023.1611167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 07/05/2023] [Indexed: 08/01/2023]
Abstract
Introduction: The presence of positive margins following tumor resection is a frequent cause of re-excision surgery. Nondestructive, real-time intraoperative histopathological imaging methods may improve margin status assessment at the time of surgery; optical coherence tomography (OCT) has been identified as a potential solution but has not been tested with the most common tissue types in surgical oncology using a single, standardized platform. Methods: This was a proof-of-concept evaluation of a novel device that employs wide-field OCT (WF-OCT; OTIS 2.0 System) to image tissue specimens. Various cadaveric tissues were obtained from a single autopsy and were imaged with WF-OCT then processed for permanent histology. The quality and resolution of the WF-OCT images were evaluated and compared to histology and with images in previous literature. Results: A total of 30 specimens were collected and tissue-specific microarchitecture consistent with previous literature were identified on both WF-OCT images and histology slides for all specimens, and corresponding sections were correlated. Application of vacuum pressure during scanning did not affect specimen integrity. On average, specimens were scanned at a speed of 10.3 s/cm2 with approximately three features observed per tissue type. Conclusion: The WF-OCT images captured in this study displayed the key features of the most common human tissue types encountered in surgical oncology with utility comparable to histology, confirming the utility of an FDA-cleared imaging platform. With further study, WF-OCT may have the potential to bridge the gap between the immediate information needs of the operating room and the longer timeline inherent to histology workflow.
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Affiliation(s)
| | - Adriana D. Corben
- Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, NY, United States
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2
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Li J, Liu J, Wang Y, He Y, Liu K, Raghunathan R, Shen SS, He T, Yu X, Danforth R, Zheng F, Zhao H, Wong STC. Artificial intelligence-augmented, label-free molecular imaging method for tissue identification, cancer diagnosis, and cancer margin detection. BIOMEDICAL OPTICS EXPRESS 2021; 12:5559-5582. [PMID: 34692201 PMCID: PMC8515981 DOI: 10.1364/boe.428738] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 06/17/2021] [Accepted: 06/28/2021] [Indexed: 06/13/2023]
Abstract
Label-free high-resolution molecular and cellular imaging strategies for intraoperative use are much needed, but not yet available. To fill this void, we developed an artificial intelligence-augmented molecular vibrational imaging method that integrates label-free and subcellular-resolution coherent anti-stokes Raman scattering (CARS) imaging with real-time quantitative image analysis via deep learning (artificial intelligence-augmented CARS or iCARS). The aim of this study was to evaluate the capability of the iCARS system to identify and differentiate the parathyroid gland and recurrent laryngeal nerve (RLN) from surrounding tissues and detect cancer margins. This goal was successfully met.
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Affiliation(s)
- Jiasong Li
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
- These authors contributed equally to this work
| | - Jun Liu
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
- Department of Breast-thyroid-vascular Surgery, Shanghai General Hospital, Shanghai Jiao Tong University, 201620, Shanghai, China
- These authors contributed equally to this work
| | - Ye Wang
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
- Department of Breast-thyroid-vascular Surgery, Shanghai General Hospital, Shanghai Jiao Tong University, 201620, Shanghai, China
- These authors contributed equally to this work
| | - Yunjie He
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Kai Liu
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Raksha Raghunathan
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Steven S. Shen
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Tiancheng He
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Xiaohui Yu
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Rebecca Danforth
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Feibi Zheng
- Department of Surgery, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Hong Zhao
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
| | - Stephen T. C. Wong
- Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX 77030, USA
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX 77030, USA
- Department of Radiology, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX 77030, USA
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3
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Mannoh EA, Parker LB, Thomas G, Solórzano CC, Mahadevan-Jansen A. Development of an imaging device for label-free parathyroid gland identification and vascularity assessment. JOURNAL OF BIOPHOTONICS 2021; 14:e202100008. [PMID: 33583122 PMCID: PMC8556476 DOI: 10.1002/jbio.202100008] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 02/08/2021] [Accepted: 02/09/2021] [Indexed: 06/12/2023]
Abstract
During thyroid surgeries, it is important for surgeons to accurately identify healthy parathyroid glands and assess their vascularity to preserve their function postoperatively, thus preventing hypoparathyroidism and hypocalcemia. Near infrared autofluorescence detection enables parathyroid identification, while laser speckle contrast imaging allows assessment of parathyroid vascularity. Here, we present an imaging system combining the two techniques to perform both functions, simultaneously and label-free. An algorithm to automate the segmentation of a parathyroid gland in the fluorescence image to determine its average speckle contrast is also presented, reducing a barrier to clinical translation. Results from imaging ex vivo tissue samples show that the algorithm is equivalent to manual segmentation. Intraoperative images from representative procedures are presented showing successful implementation of the device to identify and assess vascularity of healthy and diseased parathyroid glands.
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Affiliation(s)
- Emmanuel A. Mannoh
- Vanderbilt Biophotonics Center, Nashville, TN 37235
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235
| | - Logan B. Parker
- Vanderbilt Biophotonics Center, Nashville, TN 37235
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235
| | - Giju Thomas
- Vanderbilt Biophotonics Center, Nashville, TN 37235
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235
| | - Carmen C. Solórzano
- Division of Surgical Oncology and Endocrine Surgery, Vanderbilt University Medical Center, Nashville, TN 37232
| | - Anita Mahadevan-Jansen
- Vanderbilt Biophotonics Center, Nashville, TN 37235
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235
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4
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Emil Tampu I, Maintz M, Koller D, Johansson K, Gimm O, Capitanio A, Eklund A, Haj-Hosseini N. Optical coherence tomography for thyroid pathology: 3D analysis of tissue microstructure. BIOMEDICAL OPTICS EXPRESS 2020; 11:4130-4149. [PMID: 32923033 PMCID: PMC7449746 DOI: 10.1364/boe.394296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Revised: 06/20/2020] [Accepted: 06/22/2020] [Indexed: 06/11/2023]
Abstract
To investigate the potential of optical coherence tomography (OCT) to distinguish between normal and pathologic thyroid tissue, 3D OCT images were acquired on ex vivo thyroid samples from adult subjects (n=22) diagnosed with a variety of pathologies. The follicular structure was analyzed in terms of count, size, density and sphericity. Results showed that OCT images highly agreed with the corresponding histopatology and the calculated parameters were representative of the follicular structure variation. The analysis of OCT volumes provides quantitative information that could make automatic classification possible. Thus, OCT can be beneficial for intraoperative surgical guidance or in the pathology assessment routine.
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Affiliation(s)
- Iulian Emil Tampu
- Department of Biomedical Engineering, Linköping University, Linköping 581 85, Sweden
| | - Michaela Maintz
- Department of Biomedical Engineering, Linköping University, Linköping 581 85, Sweden
| | - Daniela Koller
- Department of Biomedical Engineering, Linköping University, Linköping 581 85, Sweden
| | - Kenth Johansson
- Department of Surgery, Västervik Hospital and Örebro University Hospital, Västervik and Örebro, Sweden
| | - Oliver Gimm
- Department of Surgery, and Department of Biomedical and Clinical Sciences, Linköping University Hospital and Linköping University, Linköping 581 85, Sweden
| | - Arrigo Capitanio
- Department of Clinical Pathology, and Department of Biomedical and Clinical Sciences, Linköping University, Linköping 581 85, Sweden
| | - Anders Eklund
- Department of Biomedical Engineering, Linköping University, Linköping 581 85, Sweden
- Division of Statistics & Machine Learning, Department of Computer and Information Science, Linköping University, Linköping 581 83, Sweden
- Center for Medical Image Science and Visualization, Linköping University, Linköping 581 85, Sweden
| | - Neda Haj-Hosseini
- Department of Biomedical Engineering, Linköping University, Linköping 581 85, Sweden
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Rubinstein M, Hu AC, Chung PS, Kim JH, Osann KE, Schalch P, Armstrong WB, Wong BJF. Intraoperative use of optical coherence tomography to differentiate normal and diseased thyroid and parathyroid tissues from lymph node and fat. Lasers Med Sci 2020; 36:269-278. [PMID: 32337680 DOI: 10.1007/s10103-020-03024-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Accepted: 04/16/2020] [Indexed: 11/25/2022]
Abstract
The purpose of this study is twofold: (1) to determine the feasibility of optical coherence tomography (OCT) to differentiate normal and diseased tissue of the neck region intraoperatively and (2) to evaluate how accurately a cohort of test subjects can identify various tissue types when shown a sample set of OCT images. In this in vivo, prospective, single institutional study, an OCT imaging system (Niris, Imalux, Cleveland, OH) was used to image parathyroid, thyroid, lymph node, and fat tissue in 76 patients during neck surgery. Biopsies were performed for comparison of OCT images with histology in select cases (n = 20). Finally, a group of either surgeons or scientists familiar with OCT (n = 17) were shown a sample of OCT images and asked to identify the tissue. A total of 437 OCT images were analyzed, and characteristic features of each tissue type were identified. OCT demonstrated distinct differences in structural architecture and signal intensity that allows differentiation between thyroid and parathyroid tissues, lymph nodes, and fat. OCT images were also compared with histology with good correlation. There was no difference in correctly identifying OCT-imaged tissue type between surgeons and scientists. This study is the first in vivo OCT imaging study to evaluate both normal and diseased tissues that may be encountered during neck surgery. OCT has the potential to become a valuable intraoperative tool to differentiate diseased and normal thyroid tissue intraoperatively to obtain an "optical biopsy" in real time without fixation, staining, or tissue resection.
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Affiliation(s)
- Marc Rubinstein
- Departement of Otolaryngology - Head and Neck Surgery, University of California Irvine, Orange, CA, USA
- Beckman Laser Institute and Medical Clinic, University of California Irvine, 1002 Health Sciences Rd, Irvine, CA, 92617, USA
| | - Allison C Hu
- Departement of Otolaryngology - Head and Neck Surgery, University of California Irvine, Orange, CA, USA
- Beckman Laser Institute and Medical Clinic, University of California Irvine, 1002 Health Sciences Rd, Irvine, CA, 92617, USA
- Department of Biomedical Engineering, University of California Irvine, Irvine, CA, USA
| | - Phil-Sang Chung
- Beckman Laser Institute Korea, Dankook University, Cheonan, South Korea
- Department of Otolaryngology - Head and Neck Surgery, College of Medicine, Dankook University, Cheonan, South Korea
| | - Jason H Kim
- Departement of Otolaryngology - Head and Neck Surgery, University of California Irvine, Orange, CA, USA
| | - Kathryn E Osann
- Department of Medicine, University of California Irvine, Orange, CA, USA
| | - Paul Schalch
- Departement of Otolaryngology - Head and Neck Surgery, University of California Irvine, Orange, CA, USA
| | - William B Armstrong
- Departement of Otolaryngology - Head and Neck Surgery, University of California Irvine, Orange, CA, USA
| | - Brian J F Wong
- Departement of Otolaryngology - Head and Neck Surgery, University of California Irvine, Orange, CA, USA.
- Beckman Laser Institute and Medical Clinic, University of California Irvine, 1002 Health Sciences Rd, Irvine, CA, 92617, USA.
- Department of Biomedical Engineering, University of California Irvine, Irvine, CA, USA.
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Yang N, Boudoux C, De Montigny E, Maniakas A, Gologan O, Madore WJ, Khullar S, Guertin L, Christopoulos A, Bissada E, Ayad T. Rapid head and neck tissue identification in thyroid and parathyroid surgery using optical coherence tomography. Head Neck 2019; 41:4171-4180. [PMID: 31571306 DOI: 10.1002/hed.25972] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Revised: 07/25/2019] [Accepted: 09/06/2019] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND Optical coherence tomography (OCT) is a noninvasive imaging modality that may reproduce the microarchitecture of tissues in real-time. This study examines whether OCT can render distinct images of thyroid, parathyroid glands, adipose tissue, and lymph nodes in both healthy and pathological states. METHODS Twenty-seven patients undergoing thyroidectomy, parathyroidectomy, and/or neck dissection for thyroid cancer were recruited prospectively for imaging prior to histopathological analysis. RESULTS Based on 122 imaged specimens, qualitative OCT descriptions were derived for healthy thyroid, parathyroid gland, adipose tissue, and lymph node. The frequencies at which distinguishing features were present for each tissue type were 88%, 83%, 100%, and 82%. OCT appearance of pathological specimens were also described. CONCLUSIONS Healthy neck tissues have distinct OCT appearances, which could facilitate parathyroid identification during thyroidectomies. However, images of parathyroid adenomas could be confused with those of lymph nodes, and benign and malignant thyroid nodules could not be differentiated.
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Affiliation(s)
- Nathan Yang
- Centre Hospitalier de l'Université de Montréal, Department of Otolaryngology-Head & Neck Surgery, Montreal, Quebec, Canada
| | - Caroline Boudoux
- Department of Engineering Physics, École Polytechnique de Montréal, Montreal, Quebec, Canada
| | - Etienne De Montigny
- Department of Engineering Physics, École Polytechnique de Montréal, Montreal, Quebec, Canada
| | - Anastasios Maniakas
- Centre Hospitalier de l'Université de Montréal, Department of Otolaryngology-Head & Neck Surgery, Montreal, Quebec, Canada
| | - Olga Gologan
- Department of Anatomical Pathology, Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
| | - Wendy-Julie Madore
- Department of Engineering Physics, École Polytechnique de Montréal, Montreal, Quebec, Canada
| | - Sharmila Khullar
- Department of Anatomical Pathology, Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
| | - Louis Guertin
- Centre Hospitalier de l'Université de Montréal, Department of Otolaryngology-Head & Neck Surgery, Montreal, Quebec, Canada
| | - Apostolos Christopoulos
- Centre Hospitalier de l'Université de Montréal, Department of Otolaryngology-Head & Neck Surgery, Montreal, Quebec, Canada
| | - Eric Bissada
- Centre Hospitalier de l'Université de Montréal, Department of Otolaryngology-Head & Neck Surgery, Montreal, Quebec, Canada
| | - Tareck Ayad
- Centre Hospitalier de l'Université de Montréal, Department of Otolaryngology-Head & Neck Surgery, Montreal, Quebec, Canada
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Lerchenberger M, Al Arabi N, Gallwas JKS, Stepp H, Hallfeldt KKJ, Ladurner R. Intraoperative Near-Infrared Autofluorescence and Indocyanine Green Imaging to Identify Parathyroid Glands: A Comparison. Int J Endocrinol 2019; 2019:4687951. [PMID: 31662746 PMCID: PMC6778890 DOI: 10.1155/2019/4687951] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Accepted: 09/11/2019] [Indexed: 01/05/2023] Open
Abstract
OBJECTIVE To investigate the feasibility of near-infrared autofluorescence (AF) and indocyanine green (ICG) fluorescence to identify parathyroid glands intraoperatively. METHODS Fluorescence imaging was carried out during open parathyroid and thyroid surgery. After visual identification, parathyroid glands were exposed to near-infrared (NIR) light with a wavelength between 690 and 770 nm. The camera of the Storz® NIR/ICG endoscopic system used detects NIR light as a blue signal. Therefore, parathyroid AF was expected to be displayed in the blue color channel in contrast to the surrounding tissue. Following AF imaging, a bolus of 5 mg ICG was applied intravenously. ICG fluorescence was detected using the same NIR/ICG imaging system. Well-vascularized parathyroid glands were expected to show a strong fluorescence in contrast to surrounding lymphatic and adipose tissue. RESULTS We investigated 78 parathyroid glands from 50 patients. 64 parathyroid glands (82%) displayed AF showing the typical bluish violet color. 63 parathyroid glands (81%) showed a strong and persistent fluorescence after application of ICG. The sensitivity of identifying a parathyroid gland by AF was 82% (64 true positive and 14 false negative results), while ICG imaging showed a sensitivity of 81% (63 true positive and 15 false negative results). The Fisher exact test revealed no significant difference between both groups at p < 0.05. Neither lymph nodes nor adipose tissue revealed substantial AF or ICG fluorescence. CONCLUSION AF and ICG fluorescence reveal a high degree of sensitivity in identifying parathyroid glands. Further, ICG imaging facilitates the assessment of parathyroid perfusion. However, in the current setting both techniques are not suitable as screening tools to identify parathyroid glands at an early stage of the operation.
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Affiliation(s)
- Max Lerchenberger
- Department of Surgery, Ludwig Maximilians University Munich, Innenstadt Medical Campus, Nussbaumstrasse 20, 80336 Munich, Germany
| | - Norah Al Arabi
- Department of Surgery, Ludwig Maximilians University Munich, Innenstadt Medical Campus, Nussbaumstrasse 20, 80336 Munich, Germany
| | - Julia K. S. Gallwas
- Department of Obstetrics and Gynecology, Ludwig Maximilians University Munich, Maistr. 11, 80337 Munich, Germany
| | - Herbert Stepp
- Laser-Research Laboratory, LIFE-Center and Department of Urology, Ludwig Maximilians University Munich, Grosshadern Medical Campus, Feodor-Lynen-Str. 19, 81377 Munich, Germany
| | - Klaus K. J. Hallfeldt
- Department of Surgery, Ludwig Maximilians University Munich, Innenstadt Medical Campus, Nussbaumstrasse 20, 80336 Munich, Germany
| | - Roland Ladurner
- Department of Surgery, Ludwig Maximilians University Munich, Innenstadt Medical Campus, Nussbaumstrasse 20, 80336 Munich, Germany
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Thomas G, McWade MA, Paras C, Mannoh EA, Sanders ME, White LM, Broome JT, Phay JE, Baregamian N, Solórzano CC, Mahadevan-Jansen A. Developing a Clinical Prototype to Guide Surgeons for Intraoperative Label-Free Identification of Parathyroid Glands in Real Time. Thyroid 2018; 28:1517-1531. [PMID: 30084742 PMCID: PMC6247985 DOI: 10.1089/thy.2017.0716] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
BACKGROUND Patients undergoing thyroidectomy may have inadvertent damage or removal of the parathyroid gland(s) due to difficulty in real-time parathyroid identification. Near-infrared autofluorescence (NIRAF) has been demonstrated as a label-free modality for intraoperative parathyroid identification with high accuracy. This study presents the translation of that approach into a user-friendly clinical prototype for rapid intraoperative guidance in parathyroid identification. METHODS A laboratory (lab)-built spectroscopy system that measures NIRAF in tissue was evaluated for identifying parathyroid glands in vivo across 162 patients undergoing thyroidectomy and/or parathyroidectomy. Based on these results, a clinical prototype called PTeye was designed with a user-friendly interface and subsequently investigated in 35 patients. The performance of the lab-built system and the clinical prototype were concurrently compared side by side by a single user with 20 patients in each group. The influence of (i) intrapatient and interpatient variability of NIRAF in thyroid and parathyroid glands and (ii) thyroid and parathyroid pathology on intraoperative parathyroid identification were investigated. The effect of blood on NIRAF intensity of parathyroid and thyroid was tested ex vivo with the PTeye system to assess if a hemorrhagic surgical field would affect parathyroid identification. Accuracy of both systems were determined by correlating the acquired data with either visual confirmation by a surgeon for unexcised parathyroid glands or histology reports for excised parathyroid glands. RESULTS The overall accuracy of the lab-built system in guiding parathyroid identification was 92.5%, while the PTeye system achieved an accuracy of 96.1%. Unlike the lab-built system, the PTeye could guide parathyroid identification even as the operating room lights remained on and required only 25% of the laser power used by the lab-built setup. Parathyroid glands had elevated NIRAF intensity compared to thyroid and other neck tissues, regardless of thyroid or parathyroid pathology. Blood did not seem to affect tissue NIRAF measurements obtained with both systems. CONCLUSION In this study, the clinical prototype PTeye demonstrated high accuracy for label-free intraoperative parathyroid identification. The intuitive interface of the PTeye that can guide in identifying parathyroid tissue in the presence of ambient room lights suggests that it is a reliable and easy-to-use tool for surgical personnel.
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Affiliation(s)
- Giju Thomas
- Vanderbilt Biophotonics Center, Vanderbilt University Nashville, Tennessee
- Department of Biomedical Engineering, Vanderbilt University Nashville, Tennessee
| | - Melanie A. McWade
- Vanderbilt Biophotonics Center, Vanderbilt University Nashville, Tennessee
- Department of Biomedical Engineering, Vanderbilt University Nashville, Tennessee
| | - Constantine Paras
- Vanderbilt Biophotonics Center, Vanderbilt University Nashville, Tennessee
- Department of Biomedical Engineering, Vanderbilt University Nashville, Tennessee
| | - Emmanuel A. Mannoh
- Vanderbilt Biophotonics Center, Vanderbilt University Nashville, Tennessee
- Department of Biomedical Engineering, Vanderbilt University Nashville, Tennessee
| | | | - Lisa M. White
- Murfreesboro Surgical Center, Murfreesboro, Tennessee
| | | | - John E. Phay
- Division of Surgical Oncology, The Ohio State University Comprehensive Cancer Center and The Ohio State University Wexner Medical Center, Columbus, Ohio
| | - Naira Baregamian
- Division of Surgical Oncology and Endocrine Surgery, Vanderbilt University Nashville, Tennessee
| | - Carmen C. Solórzano
- Division of Surgical Oncology and Endocrine Surgery, Vanderbilt University Nashville, Tennessee
| | - Anita Mahadevan-Jansen
- Vanderbilt Biophotonics Center, Vanderbilt University Nashville, Tennessee
- Department of Biomedical Engineering, Vanderbilt University Nashville, Tennessee
- Address correspondence to: Anita Mahadevan-Jansen, PhD, Department of Biomedical Engineering, Vanderbilt University, Station B, Box 351631, Nashville, TN 37235
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9
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Yu W, Xu G, Sun J, Zhong N. Carbon nanoparticles guide contralateral central neck dissection in patients with papillary thyroid cancer. Oncol Lett 2018; 16:447-452. [PMID: 29963128 DOI: 10.3892/ol.2018.8691] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Accepted: 12/22/2017] [Indexed: 12/31/2022] Open
Abstract
The treatment of contralateral central neck lymph node metastasis is controversial in patients with papillary thyroid cancer. The present study reports the use of carbon nanoparticles (CNs) as lymph node tracers and discusses the potential role of predicting contralateral central neck metastasis is evaluated, so as to guide contralateral central neck dissection (CND). A total of 70 consecutive patients with papillary thyroid cancer were enrolled in the present study. All patients underwent a total or near-total thyroidectomy plus bilateral CND, during which CNs were used as a lymph node tracer. Of the 70 enrolled patients, 51 (72.86%) were confirmed to have lymph node metastasis in the central neck, 50 (71.43%) patients in the ipsilateral central neck and 14 (20.00%) in the contralateral central neck. A total of 579 (84.90%) lymph nodes were stained black by CNs. Of the 193 metastatic lymph nodes, 168 were located in the ipsilateral central compartment and the other 25 in the contralateral central compartment. A total of 147 (76.17%) metastatic lymph nodes were stained black. A total of 21 metastatic lymph nodes were found in the contralateral central compartment, 4 metastatic lymph nodes of contralateral central compartment were not black-stained. The sensitivity and specificity of CNs for contralateral metastasis was 84 and 25%, respectively. Contralateral central lymph node metastasis was significantly associated with extrathyroid extension and the presence of ipsilateral central neck lymph node metastasis. Together, the results of the present study reveal that CNs might accurately predict contralateral central lymph nodes metastasis and could be used to direct CND.
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Affiliation(s)
- Wenbin Yu
- Key Laboratory of Carcinogenesis and Translational Research, Department of Head and Neck Surgery, Peking University Cancer Hospital and Institute, Beijing 100142, P.R. China
| | - Guohui Xu
- Key Laboratory of Carcinogenesis and Translational Research, Department of Head and Neck Surgery, Peking University Cancer Hospital and Institute, Beijing 100142, P.R. China
| | - Junyong Sun
- Key Laboratory of Carcinogenesis and Translational Research, Department of Head and Neck Surgery, Peking University Cancer Hospital and Institute, Beijing 100142, P.R. China
| | - Naisong Zhong
- Key Laboratory of Carcinogenesis and Translational Research, Department of Head and Neck Surgery, Peking University Cancer Hospital and Institute, Beijing 100142, P.R. China
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10
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Ladurner R, Sommerey S, Arabi NA, Hallfeldt KKJ, Stepp H, Gallwas JKS. Intraoperative near-infrared autofluorescence imaging of parathyroid glands. Surg Endosc 2016; 31:3140-3145. [PMID: 27844237 DOI: 10.1007/s00464-016-5338-3] [Citation(s) in RCA: 79] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Accepted: 11/02/2016] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To identify parathyroid glands intraoperatively by exposing their autofluorescence using near-infrared light. METHODS Fluorescence imaging was carried out during minimally invasive and open parathyroid and thyroid surgery. After identification, the parathyroid glands as well as the surrounding tissue were exposed to near-infrared (NIR) light with a wavelength of 690-770 nm using a modified Karl Storz near-infrared/indocyanine green (NIR/ICG) endoscopic system. Parathyroid tissue was expected to show near-infrared autofluorescence, captured in the blue channel of the camera. Whenever possible the visual identification of parathyroid tissue was confirmed histologically. RESULTS In preliminary investigations, using the original NIR/ICG endoscopic system we noticed considerable interference of light in the blue channel overlying the autofluorescence. Therefore, we modified the light source by interposing additional filters. In a second series, we investigated 35 parathyroid glands from 25 patients. Twenty-seven glands were identified correctly based on NIR autofluorescence. Regarding the extent of autofluorescence, there were no noticeable differences between parathyroid adenomas, hyperplasia and normal parathyroid glands. In contrast, thyroid tissue, lymph nodes and adipose tissue revealed no substantial autofluorescence. CONCLUSION Parathyroid tissue is characterized by showing autofluorescence in the near-infrared spectrum. This effect can be used to distinguish parathyroid glands from other cervical tissue entities.
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Affiliation(s)
- Roland Ladurner
- Department of Surgery, Ludwig Maximilians University Munich, Innenstadt Medical Campus, Nussbaumstrasse 20, 80336, Munich, Germany
| | - Sandra Sommerey
- Department of Surgery, Ludwig Maximilians University Munich, Innenstadt Medical Campus, Nussbaumstrasse 20, 80336, Munich, Germany
| | - Nora Al Arabi
- Department of Surgery, Ludwig Maximilians University Munich, Innenstadt Medical Campus, Nussbaumstrasse 20, 80336, Munich, Germany
| | - Klaus K J Hallfeldt
- Department of Surgery, Ludwig Maximilians University Munich, Innenstadt Medical Campus, Nussbaumstrasse 20, 80336, Munich, Germany.
| | - Herbert Stepp
- Laser-Research Laboratory, LIFE-Center, Ludwig Maximilians University Munich, Grosshadern Medical Campus, Feodor-Lynen-Str. 19, 81377, Munich, Germany
| | - Julia K S Gallwas
- Department of Obstetrics and Gynecology, Ludwig Maximilians University Munich, Grosshadern Medical Campus, Marchioninistr. 15, 81377, Munich, Germany
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Yu W, Zhu L, Xu G, Song Y, Li G, Zhang N. Potential role of carbon nanoparticles in protection of parathyroid glands in patients with papillary thyroid cancer. Medicine (Baltimore) 2016; 95:e5002. [PMID: 27759629 PMCID: PMC5079313 DOI: 10.1097/md.0000000000005002] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
As a novel type of lymphatic tracer, carbon nanoparticles (CNs) were reported not to stain parathyroid glands (PGs) into black, so it may have a clinical potential in protection of PGs during thyroidectomy. The purpose of this study was to investigate the clinical application and significance of CN in protection of PGs from surrounding tissues.A total of 82 consecutive patients were enrolled into this study and were divided into CN group and control group. Parathyroid function (hypoparathyroidism and hypocalcemia) was evaluated.The identification rates of PGs (≤2) and PGs (≥3) were 24.4% and 75.6% in the CN group and 46.3% and 53.7% in the control group, respectively. The difference in the identification rates between the 2 groups was statistically significant (P = 0.038). Pathological results revealed 3 accidental PGs resection occurred in the CN group, whereas 9 accidental PGs removal occurred in the control group. The difference was statistically significant (P = 0.046). Moreover, the incidence of the patients with hypoparathyroidism was statistically significant between the 2 groups (36.6% in CN group vs 53.7% in control group, P = 0.043) at day 1, but not at day 7 (P = 0.424).CN may have a potential in protecting PGs clinically.
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Affiliation(s)
- Wenbin Yu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Head and Neck Surgery, Peking University Cancer Hospital & Institute, Beijing
- Correspondence: Wenbin Yu, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Head and Neck Surgery, Peking University Cancer Hospital & Institute, Beijing, China (e-mail: )
| | - Lijun Zhu
- Department of Oral and Maxillofacial Surgery, Guangdong General Hospital & Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Guohui Xu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Head and Neck Surgery, Peking University Cancer Hospital & Institute, Beijing
| | - Yuntao Song
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Head and Neck Surgery, Peking University Cancer Hospital & Institute, Beijing
| | - Guojun Li
- Department of Head and Neck Surgery
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Naisong Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Head and Neck Surgery, Peking University Cancer Hospital & Institute, Beijing
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Dima A, Ntziachristos V. In-vivo handheld optoacoustic tomography of the human thyroid. PHOTOACOUSTICS 2016; 4:65-69. [PMID: 27766210 PMCID: PMC5066088 DOI: 10.1016/j.pacs.2016.05.003] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Revised: 05/12/2016] [Accepted: 05/26/2016] [Indexed: 05/05/2023]
Abstract
We interrogated the application and imaging features obtained by non-invasive and handheld optoacoustic imaging of the thyroid in-vivo. Optoacoustics can offer complementary contrast to ultrasound, by resolving optical absorption-based and offering speckle-free imaging. In particular we inquired whether vascular structures could be better resolved using optoacoustics. For this reason we developed a compact handheld version of real-time multispectral optoacoustic tomography (MSOT) using a detector adapted to the dimensions and overall geometry of the human neck. For delivering high-fidelity performance, a curved ultrasound array was employed. The feasibility of handheld thyroid MSOT was assessed on healthy human volunteers at single wavelength. The results were contrasted to ultrasound and Doppler ultrasound images obtained from the same volunteers. Imaging findings demonstrate the overall MSOT utility to accurately retrieve optical features consistent with the thyroid anatomy and the morphology of surrounding structures.
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Affiliation(s)
- Alexander Dima
- Institute for Biological and Medical Imaging, Helmholtz Zentrum München, German Research Center for Environment and Health, Ingolstädter Landstrasse 1, Neuherberg 85764, Germany
- Corresponding author.
| | - Vasilis Ntziachristos
- Institute for Biological and Medical Imaging, Helmholtz Zentrum München, German Research Center for Environment and Health, Ingolstädter Landstrasse 1, Neuherberg 85764, Germany
- Chair for Biological Imaging, Technische Universität München, Arcisstrasse. 21, Munich 80333, Germany
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De Montigny E, Goulamhoussen N, Madore WJ, Strupler M, Gologan OE, Ayad T, Boudoux C. Tri-modal microscope for head and neck tissue identification. BIOMEDICAL OPTICS EXPRESS 2016; 7:732-45. [PMID: 27231585 PMCID: PMC4866452 DOI: 10.1364/boe.7.000732] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Revised: 12/19/2015] [Accepted: 12/27/2015] [Indexed: 05/22/2023]
Abstract
A novel tri-modal microscope combining optical coherence tomography (OCT), spectrally encoded confocal microscopy (SECM) and fluorescence imaging is presented. This system aims at providing a tool for rapid identification of head and neck tissues during thyroid surgery. The development of a dual-wavelength polygon-based swept laser allows for synchronized, co-registered and simultaneous imaging with all three modalities. Further ameliorations towards miniaturization include a custom lens for optimal compromise between orthogonal imaging geometries as well as a double-clad fiber coupler for increased throughput. Image quality and co-registration is demonstrated on freshly excised swine head and neck tissue samples to illustrate the complementarity of the techniques for identifying signature cellular and structural features.
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Affiliation(s)
- Etienne De Montigny
- COPL, Department of Engineering Physics, Ecole Polytechnique Montreal, Montreal, Canada
- Montreal University Health Center, Montreal, Canada
| | - Nadir Goulamhoussen
- COPL, Department of Engineering Physics, Ecole Polytechnique Montreal, Montreal, Canada
| | - Wendy-Julie Madore
- COPL, Department of Engineering Physics, Ecole Polytechnique Montreal, Montreal, Canada
- Montreal University Health Center, Montreal, Canada
| | - Mathias Strupler
- COPL, Department of Engineering Physics, Ecole Polytechnique Montreal, Montreal, Canada
| | | | - Tareck Ayad
- Montreal University Health Center, Montreal, Canada
| | - Caroline Boudoux
- COPL, Department of Engineering Physics, Ecole Polytechnique Montreal, Montreal, Canada
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[Optical coherence tomography for differentiation of parathyroid gland tissue]. Chirurg 2015; 87:416-22. [PMID: 26661948 DOI: 10.1007/s00104-015-0120-y] [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: 10/22/2022]
Abstract
BACKGROUND Optical coherence tomography (OCT) is a high-resolution imaging technique that allows the identification of microarchitectural features in real-time. OBJECTIVE Can OCT be used to differentiate parathyroid tissue from other cervical tissue entities? MATERIAL AND METHODS All investigations were carried out during cervical operations. Initially, ex vivo images were analyzed to define morphological imaging criteria for each tissue entity. These criteria were used to evaluate a first series of ex vivo images. In a second phase the practicability of the technique was investigated in vivo and in the third phase backscattering intensity measurements were analyzed employing linear discriminant analysis (LDA). RESULTS In the ex vivo series parathyroid tissue could be differentiated from other tissue entities with a sensitivity and specificity of 84 % and 94 %, respectively. Parathyroid tissue was correctly identified in the in vivo series in only 69.2 %. The analysis of backscattering intensity profiles employing LDA reliably distinguished between the different tissue types. CONCLUSION The OCT images displayed typical characteristics for each tissue entity. Due to technical problems in handling the probe the in vivo OCT images were of much poorer quality. Backscattering intensity measurements illustrated that OCT images provide an individual profile for each tissue entity independent of the defined morphological assessment criteria. The results show that OCT is fundamentally suitable for intraoperative differentiation of tissues.
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Gu J, Wang J, Nie X, Wang W, Shang J. Potential role for carbon nanoparticles identification and preservation in situ of parathyroid glands during total thyroidectomy and central compartment node dissection. Int J Clin Exp Med 2015; 8:9640-9648. [PMID: 26309638 PMCID: PMC4538139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2015] [Accepted: 06/07/2015] [Indexed: 06/04/2023]
Abstract
OBJECTIVE To determine the potential role of intraoperative carbon nanoparticles (CN) injections for identification and preservation of parathyroid glands, thereby reducing the postoperative hypocalcaemia. METHODS 100 patients with thyroid cancer who underwent total thyroidectomy and central compartment node dissection (CCND) were randomly assigned to receive intraoperative injection of (CN) or not for identifying and preserving normal parathyroid glands. RESULTS There was no significantly difference for preoperative and postoperative parathyroid hormone (PTH) levels between the CN and control group (P>0.05). The levels of albumin-adjusted serum calcium (AASC) before surgery and at day 1 and 1 month after surgery did not reach the significant difference between the two groups (P>0.05). However, the patients in CN group had the higher level of AASC at day 3 after surgery than those in control group (P=0.044). Transient postoperative hypoparathyroidism occurred in 24 (48%) patients in CN group and 28 (56%) in control groups, respectively (P=0.423). The incidence of transient postoperative hypocalcemia was 20% (10/50) in CN group and 24% (12/50) in control groups, respectively (P=0.629). CONCLUSIONS Carbon nanoparticles can make the thyroid gland and the central lymph node black-stained, but no-stained for parathyroid glands. After rapidly identifying parathyroid and distinguishing it from thyroid and lymph nodes by carbon nanoparticles, complete lymph node dissection and preservation of parathyroid glands become feasible during total thyroidectomy with neck lymph node dissection. After identification, strict adherence to capsular dissection remains essential for safe preservation in situ of the parathyroid glands and their blood supply.
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Affiliation(s)
- Jialei Gu
- Departments of Head and Neck Surgery, Zhejiang Cancer Hospital, Wenzhou Medical University China
| | - Jiafeng Wang
- Departments of Head and Neck Surgery, Zhejiang Cancer Hospital, Wenzhou Medical University China
| | - Xilin Nie
- Departments of Head and Neck Surgery, Zhejiang Cancer Hospital, Wenzhou Medical University China
| | - Wendong Wang
- Departments of Head and Neck Surgery, Zhejiang Cancer Hospital, Wenzhou Medical University China
| | - Jinbiao Shang
- Departments of Head and Neck Surgery, Zhejiang Cancer Hospital, Wenzhou Medical University China
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Intraoperative optical coherence tomography imaging to identify parathyroid glands. Surg Endosc 2014; 29:2698-704. [PMID: 25475518 DOI: 10.1007/s00464-014-3992-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2014] [Accepted: 11/04/2014] [Indexed: 12/21/2022]
Abstract
OBJECTIVE Optical coherence tomography (OCT) is a non-invasive high-resolution imaging technique that permits characterization of microarchitectural features in real time. Previous ex vivo studies have shown that the technique is capable of distinguishing between parathyroid tissue, thyroid tissue, lymph nodes, and adipose tissue. The purpose of this study was to evaluate the practicality of OCT during open and minimally invasive parathyroid and thyroid surgery. METHODS During parathyroid and thyroid surgery, OCT images were generated from parathyroid glands, thyroid tissue, lymph nodes, and adipose tissue. The images were immediately assessed by the operating team using the previously defined criteria. Second, the OCT images were blinded with respect to their origin and analyzed by two investigators. Whenever possible the OCT findings were matched to the corresponding histology. RESULTS A total of 227 OCT images from 27 patients undergoing open or minimally invasive thyroid or parathyroid surgery were analyzed. Parathyroid glands were correctly identified in 69.2%, thyroid tissue in 74.5%, lymph nodes in 37.5%, and adipose tissue in 69.2%. 43 OCT images (18.9%) could not be allocated to one of the tissue types (Table 2). Sensitivity and specificity in distinguishing parathyroid tissue from the other entities were 69% (63 true positive, 13 false negative findings, 15 images where an allocation was not possible) and 66%, respectively (71 true negative, 9 false positive, 28 images where an assessment was not possible). CONCLUSION OCT is capable of distinguishing between parathyroid, thyroid, and adipose tissue. An accurate differentiation between parathyroid tissue and lymph nodes was not possible. The disappointing results compared to the previous ex vivo study are related to problems handling the endoscopic probe intraoperatively. However, further refinement of this new technology may lead to OCT systems with higher resolution and intraoperative probes that are easier to handle.
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