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Guryleva A, Machikhin A, Orlova E, Kulikova E, Volkov M, Gabrielian G, Smirnova L, Sekacheva M, Olisova O, Rudenko E, Lobanova O, Smolyannikova V, Demura T. Photoplethysmography-Based Angiography of Skin Tumors in Arbitrary Areas of Human Body. JOURNAL OF BIOPHOTONICS 2024:e202400242. [PMID: 39327652 DOI: 10.1002/jbio.202400242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 09/05/2024] [Accepted: 09/06/2024] [Indexed: 09/28/2024]
Abstract
Noninvasive, rapid, and robust diagnostic techniques for clinical screening of tumors located in arbitrary areas of the human body are in demand. To address this challenge, we analyzed the feasibility of photoplethysmography-based angiography for assessing vascular structures within malignant and benign tumors. The proposed hardware and software were approved in a clinical study involving 30 patients with tumors located in the legs, torso, arms, and head. High-contrast and detailed vessel maps within both benign and malignant tumors were obtained. We demonstrated that capillary maps are consistent and can be interpreted using well-established dermoscopic criteria for vascular morphology. Vessel mapping provides valuable details, which may not be available in dermoscopic images and can aid in determining whether a tumor is benign or malignant. We believe that the proposed approach may become a valuable tool in the preliminary cancer diagnosis and is suitable for large-scale screening.
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Affiliation(s)
- Anastasia Guryleva
- Scientific and Technological Centre of Unique Instrumentation of Russian Academy of Sciences, Moscow, Russia
| | - Alexander Machikhin
- Scientific and Technological Centre of Unique Instrumentation of Russian Academy of Sciences, Moscow, Russia
| | - Ekaterina Orlova
- V.A. Rakhmanov Department of Dermatology and Venereology, I.M. Sechenov First Moscow State Medical University of the Ministry of Health of the Russian Federation (Sechenov University), Moscow, Russia
| | - Evgeniya Kulikova
- Scientific and Technological Centre of Unique Instrumentation of Russian Academy of Sciences, Moscow, Russia
| | - Michail Volkov
- Scientific and Technological Centre of Unique Instrumentation of Russian Academy of Sciences, Moscow, Russia
| | - Gaiane Gabrielian
- World-Class Research Center "Digital Biodesign and Personalized Healthcare", I.M. Sechenov First Moscow State Medical University of the Ministry of Health of the Russian Federation (Sechenov University), Moscow, Russia
| | - Ludmila Smirnova
- V.A. Rakhmanov Department of Dermatology and Venereology, I.M. Sechenov First Moscow State Medical University of the Ministry of Health of the Russian Federation (Sechenov University), Moscow, Russia
| | - Marina Sekacheva
- World-Class Research Center "Digital Biodesign and Personalized Healthcare", I.M. Sechenov First Moscow State Medical University of the Ministry of Health of the Russian Federation (Sechenov University), Moscow, Russia
| | - Olga Olisova
- V.A. Rakhmanov Department of Dermatology and Venereology, I.M. Sechenov First Moscow State Medical University of the Ministry of Health of the Russian Federation (Sechenov University), Moscow, Russia
| | - Ekaterina Rudenko
- Institute of Clinical Morphology and Digital Pathology, I.M. Sechenov First Moscow State Medical University of the Ministry of Health of the Russian Federation (Sechenov University), Moscow, Russia
| | - Olga Lobanova
- Institute of Clinical Morphology and Digital Pathology, I.M. Sechenov First Moscow State Medical University of the Ministry of Health of the Russian Federation (Sechenov University), Moscow, Russia
| | - Vera Smolyannikova
- Institute of Clinical Morphology and Digital Pathology, I.M. Sechenov First Moscow State Medical University of the Ministry of Health of the Russian Federation (Sechenov University), Moscow, Russia
| | - Tatiana Demura
- Institute of Clinical Morphology and Digital Pathology, I.M. Sechenov First Moscow State Medical University of the Ministry of Health of the Russian Federation (Sechenov University), Moscow, Russia
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2
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Plekhanov AA, Guseynov NA, Kiseleva EB, Bopkhoev SV, Potapov AL, Ali ABI, Moiseev AA, Ryabova VM, Ivanov SY, Muraev AA, Gladkova ND, Sirotkina MA. The Effect of Cryotherapy on Buccal Blood Vessels Evaluated by Optical Coherence Tomography Angiography: A Pilot Study. JOURNAL OF BIOPHOTONICS 2024:e202400318. [PMID: 39301808 DOI: 10.1002/jbio.202400318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 08/28/2024] [Accepted: 08/30/2024] [Indexed: 09/22/2024]
Abstract
While cryotherapy is one of the traditional ways to reduce postoperative complications in maxillofacial surgery, the cooling degree is not regulated in most cases and the achieved effect is not properly controlled. Therefore, to develop optimal cooling modes, we propose to study the buccal vascular response to cooling, which has not been previously shown. To evaluate the effect of cooling, we analyzed vessel networks using optical coherence tomography angiography (OCT-A). The cheek vessels were OCT-A monitored using cooling by an ice bag/cooling mask. We found the advantages of using a cooling mask over an ice bag consist of a statistically significant decrease in the perfused vessel density (PVD) of the papillary layer at the oral mucosa. The absence of the reticular layer vessel reaction to any type of cooling was noted. We argue for the necessity to develop optimal modes of cryotherapy, which will contribute to blood perfusion reduction and reduction of PVD recovery.
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Affiliation(s)
| | | | - Elena B Kiseleva
- Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | | | | | - Ashrf B I Ali
- Peoples' Friendship University of Russia, Moscow, Russia
| | - Alexander A Moiseev
- A.V. Gaponov-Grekhov Institute of Applied Physics of the Russian Academy of Sciences, Nizhny Novgorod, Russia
| | | | - Sergey Y Ivanov
- Peoples' Friendship University of Russia, Moscow, Russia
- I.M. Sechenov First Moscow State Medical University, Moscow, Russia
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3
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Lu Q, Yan W, Zhu A, Tubin S, Mourad WF, Yang J. Combining spatially fractionated radiation therapy (SFRT) and immunotherapy opens new rays of hope for enhancing therapeutic ratio. Clin Transl Radiat Oncol 2024; 44:100691. [PMID: 38033759 PMCID: PMC10684810 DOI: 10.1016/j.ctro.2023.100691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 10/04/2023] [Accepted: 10/15/2023] [Indexed: 12/02/2023] Open
Abstract
Spatially Fractionated Radiation Therapy (SFRT) is a form of radiotherapy that delivers a single large dose of radiation within the target volume in a heterogeneous pattern with regions of peak dosage and regions of under dosage. SFRT types can be defined by how the heterogeneous pattern of radiation is obtained. Immune checkpoint inhibitors (ICIs) have been approved for various malignant tumors and are widely used to treat patients with metastatic cancer. The efficacy of ICI monotherapy is limited due to the "cold" tumor microenvironment. Fractionated radiotherapy can achieve higher doses per fraction to the target tumor, and induce immune activation (immodulate tumor immunogenicity and microenvironment). Therefore, coupling ICI therapy and fractionated radiation therapy could significantly improve the outcome of metastatic cancer. This review focuses on both preclinical and clinical studies that use a combination of radiotherapy and ICI therapy in cancer.
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Affiliation(s)
- Qiuxia Lu
- Foshan Fosun Chancheng Hospital, P.R. China
- Junxin Precision Oncology Group, P.R. China
| | - Weisi Yan
- Baptist Health System, Lexington, KY, United States
- Junxin Precision Oncology Group, P.R. China
| | - Alan Zhu
- Mayo Clinic Alix School of Medicine, Scottsdale, AZ, United States
| | - Slavisa Tubin
- Albert Einstein Collage of Medicine New York, Center for Ion Therapy, Medaustron, Austria
| | - Waleed F. Mourad
- Department of Radiation Medicine Markey Cancer Center, University of Kentucky - College of Medicine, United States
| | - Jun Yang
- Foshan Fosun Chancheng Hospital, P.R. China
- Junxin Precision Oncology Group, P.R. China
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4
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Hren R, Sersa G, Simoncic U, Milanic M. Imaging microvascular changes in nonocular oncological clinical applications by optical coherence tomography angiography: a literature review. Radiol Oncol 2023; 57:411-418. [PMID: 38038417 PMCID: PMC10690745 DOI: 10.2478/raon-2023-0057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 10/03/2023] [Indexed: 12/02/2023] Open
Abstract
BACKGROUND Optical coherence tomography angiography (OCTA) is an emerging imaging modality that enables noninvasive visualization and analysis of tumor vasculature. OCTA has been particularly useful in clinical ocular oncology, while in this article, we evaluated OCTA in assessing microvascular changes in clinical nonocular oncology through a systematic review of the literature. METHOD The inclusion criterion for the literature search in PubMed, Web of Science and Scopus electronic databases was the use of OCTA in nonocular clinical oncology, meaning that all ocular clinical studies and all ocular and nonocular animal, phantom, ex vivo, experimental, research and development, and purely methodological studies were excluded. RESULTS Eleven articles met the inclusion criteria. The anatomic locations of the neoplasms in the selected articles were the gastrointestinal tract (2 articles), head and neck (1 article) and skin (8 articles). CONCLUSIONS While OCTA has shown great advancements in ophthalmology, its translation to the nonocular clinical oncology setting presents several limitations, with a lack of standardized protocols and interpretation guidelines posing the most significant challenge.
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Affiliation(s)
- Rok Hren
- Faculty of Mathematics and Physics, Ljubljana, Slovenia
- Institute of Mathematics, Physics, and Mechanics, Ljubljana, Slovenia
- Syreon Research Institute, Budapest, Hungary
| | - Gregor Sersa
- Institute of Oncology Ljubljana, Ljubljana, Slovenia
| | - Urban Simoncic
- Faculty of Mathematics and Physics, Ljubljana, Slovenia
- Jozef Stefan Institute, Ljubljana, Slovenia
| | - Matija Milanic
- Faculty of Mathematics and Physics, Ljubljana, Slovenia
- Jozef Stefan Institute, Ljubljana, Slovenia
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5
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Wali R, Sacco R, Singh G, Patel V. The clinical effect of radiotherapy on pulpal microvasculature: a systematic review. Br Dent J 2022:10.1038/s41415-022-5301-8. [PMID: 36473977 DOI: 10.1038/s41415-022-5301-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 07/29/2022] [Indexed: 12/12/2022]
Abstract
Introduction/objectives Radiotherapy (RT) has a detrimental effect on the histomorphology of oral tissues. Patients undergoing RT are at risk of developing macrovascular and microvascular changes, which can lead to significant clinical consequences. Despite advances in RT delivery systems, radiation injury remains a modern-day clinical problem. The aim of this systematic review is to investigate the available evidence regarding the impact of RT to the dental pulp and the clinical manifestations of these effects.Data and sources A multi-database search (PubMed, Medline, Embase and CINAHL) was performed to identify related papers published from inception until November 2021. An additional manual search was performed to identify further articles. The data extracted from relevant papers were analysed according to the outcomes selected in this review.Study selection The search generated seven articles eligible for analysis with a total of 2,709 teeth included. RT dose exposure ranged from 30-71.2 Gray with a common finding that RT decreases the number of teeth responding to pulp sensibility testing.Conclusions Knowledge related to the impact of RT on dental pulp is limited and based on weak evidence and a low-level quality of studies. Future studies should incorporate exact RT doses to the teeth and use replicable pulpal testing methods. Understanding the pulpal status post-RT remains an important consideration as dental extractions should be avoided in this cohort due to the risk of osteoradionecrosis.
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Affiliation(s)
- Rana Wali
- Oral Surgery Registrar, Oral Surgery Department, Guy´s and St Thomas´ Hospital, London, UK
| | - Roberto Sacco
- Clinical Lecturer, Division of Dentistry, School of Medical Sciences, Oral Surgery Department, University of Manchester, Manchester, UK; 3Clinical Teacher, Oral Surgery Department, King´s College Hospital, London, UK
| | - Gurpreet Singh
- Managed Clinical Network Chair, Restorative Dentistry, NHS England and NHS Improvement East of England, UK
| | - Vinod Patel
- Oral Surgery Consultant, Oral Surgery Department, Guy´s and St Thomas´ Hospital, London, UK.
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6
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Antic S, Markovic-Vasiljkovic B, Dzeletovic B, Jelovac DB, Kuzmanovic-Pficer J. Assesment of radiotherapy effects on the blood flow in gingiva and dental pulp - a laser Doppler flowmetry study. J Appl Oral Sci 2022; 30:e20220329. [PMID: 36477557 PMCID: PMC9724493 DOI: 10.1590/1678-7757-2022-0329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Accepted: 10/24/2022] [Indexed: 12/05/2022] Open
Abstract
OBJECTIVE This study aims to determine and compare the dental pulp and gingival blood flow in patients referred for oropharyngeal radiotherapy (RT) at three different time points: before the start, immediately after, and six months following the completion of RT. The aim is also to evaluate the dependence of the pulp and gingival blood flow on the radiation dose. METHODOLOGY A prospective study included 10 patients referred for intensity-modulated RT (IMRT) in the oropharyngeal region, with at least one intact tooth surrounded by a healthy gingiva. The dose received by each selected tooth and adjacent gingiva was determined according to the map of treatment planning and computer systems. The blood flow measurements were performed using the laser Doppler flowmetry (LDF) method. RESULTS Comparing vascular flows at three different time points, the median blood flow in the dental pulp showed no statistically significant difference (p=0.325), contrary to gingiva (p=0.011). Immediately after RT completion, the gingival flow significantly increased compared to its starting point (p=0.012). The pulp flow correlated negatively with the radiation dose, whereas a strong correlation was noted 6 months following the RT completion. CONCLUSIONS RT caused a significant acute gingival blood flow increase, followed by a long-term (over six months) tendency to return to the starting levels. The dental pulp blood flow is differently affected by higher radiation doses (over 50Gy) in comparison to lower doses (below 50Gy). During RT planning, considering the possibility of protecting the teeth localized near the Gross Tumor Volume as a sensitive organ is recommended.
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Affiliation(s)
- Svetlana Antic
- University of BelgradeSchool of Dental MedicineCenter for Radiological DiagnosticsBelgradeSerbiaUniversity of Belgrade, School of Dental Medicine, Center for Radiological Diagnostics, Belgrade, Serbia.,Corresponding address: University of Belgrade - School of Dental Medicine - Center for Radiological diagnostics - Svetlana Antic - dr Subotica 8,11000 - Belgrade - Serbia. Phone: +381113440841/ tel:+381642175834, e-mail:
| | - Biljana Markovic-Vasiljkovic
- University of BelgradeSchool of Dental MedicineDepartment of Restorative Odontology and EndodonticsBelgradeSerbiaUniversity of Belgrade, School of Dental Medicine, Department of Restorative Odontology and Endodontics, DentalNet Research Group, Belgrade, Serbia.
| | - Bojan Dzeletovic
- University of BelgradeSchool of Dental MedicineClinic for Maxillofacial SurgeryBelgradeSerbiaUniversity of Belgrade, School of Dental Medicine, Clinic for Maxillofacial Surgery, Belgrade, Serbia.
| | - Drago B. Jelovac
- University of BelgradeSchool of Dental MedicineClinic for Maxillofacial SurgeryBelgradeSerbiaUniversity of Belgrade, School of Dental Medicine, Clinic for Maxillofacial Surgery, Belgrade, Serbia.
| | - Jovana Kuzmanovic-Pficer
- University of BelgradeSchool of Dental MedicineDepartment for Medical Statistics and InformaticsBelgradeSerbiaUniversity of Belgrade, School of Dental Medicine, Department for Medical Statistics and Informatics, Belgrade, Serbia.
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7
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Binary dose level classification of tumour microvascular response to radiotherapy using artificial intelligence analysis of optical coherence tomography images. Sci Rep 2022; 12:13995. [PMID: 35978040 PMCID: PMC9385745 DOI: 10.1038/s41598-022-18393-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 08/10/2022] [Indexed: 12/26/2022] Open
Abstract
The dominant consequence of irradiating biological systems is cellular damage, yet microvascular damage begins to assume an increasingly important role as the radiation dose levels increase. This is currently becoming more relevant in radiation medicine with its pivot towards higher-dose-per-fraction/fewer fractions treatment paradigm (e.g., stereotactic body radiotherapy (SBRT)). We have thus developed a 3D preclinical imaging platform based on speckle-variance optical coherence tomography (svOCT) for longitudinal monitoring of tumour microvascular radiation responses in vivo. Here we present an artificial intelligence (AI) approach to analyze the resultant microvascular data. In this initial study, we show that AI can successfully classify SBRT-relevant clinical radiation dose levels at multiple timepoints (t = 2–4 weeks) following irradiation (10 Gy and 30 Gy cohorts) based on induced changes in the detected microvascular networks. Practicality of the obtained results, challenges associated with modest number of animals, their successful mitigation via augmented data approaches, and advantages of using 3D deep learning methodologies, are discussed. Extension of this encouraging initial study to longitudinal AI-based time-series analysis for treatment outcome predictions at finer dose level gradations is envisioned.
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Novel Elastography-Inspired Approach to Angiographic Visualization in Optical Coherence Tomography. PHOTONICS 2022. [DOI: 10.3390/photonics9060401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
In this paper, we present a new approach to contrast-agent-free angiographic visualization in optical coherence tomography (OCT). The proposed approach has much in common with imaging of local interframe strains in OCT-based elastography and utilizes the fact that the interframe motion of blood particles leads to discontinuity of strains within the vessel cross section. By this reasoning, we call this approach “elastography-inspired”. Here, we first elucidate the essence and main features of the elastography-inspired approach using numerical simulation of OCT data. The simulations allow one to introduce both moving scatterers imitating blood flow in vessels as well as various masking motions imitating natural motions of living “solid” tissue surrounding the vessels. Second, using real OCT signals, we present comparative results of angiographic processing using the proposed elastography-inspired approach and a realization of OCA based on high-pass filtering of temporal variability of a series of OCT B-scans. The two methods can use the same initial dataset and the high-pass filtering OCA has already been routinely applied in both animal experiments and on patients. The new elastography-inspired method has a similar computational efficiency, and it is intrinsically able to compensate spatially-inhomogeneous masking tissue motions and demonstrates high robustness with respect to motion artefacts. Thus, the new approach looks very promising for enabling wider application of OCA in both laboratory studies on animals and, most importantly, for wider clinical applications on patients.
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Optical Coherence Tomography Angiography and Attenuation Imaging for Label-Free Observation of Functional Changes in the Intestine after Sympathectomy: A Pilot Study. PHOTONICS 2022. [DOI: 10.3390/photonics9050304] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
We present in this study optical coherence tomography angiography (OCTA) and OCT attenuation imaging (OCTAI) for in vivo non-destructive visualization of intramural blood and lymphatic vessels of the intestine wall. Rabbit small intestine in the norm and after thoracolumbar sympathectomy served as the object of the intraoperative study. Compared to OCTA real-time imaging, OCTAI takes several minutes and can be termed as “nearly real time”. OCTAI signal processing was modified to take into account the signal-to-noise ratio and the final thickness of the intestine wall. The results showed that, after sympathectomy, changes in functioning of intramural blood and lymphatic vessels were observed with a high statistical significance. The occurrence of trauma-induced constriction of the blood and lymphatic vessels led to an especially pronounced decrease in the length of small-caliber (<30 µm) blood vessels (p < 10−5), as well as in the volumetric density of lymphatic vessels (on average by ~50%) compared to their initial state. Remarkably, OCTA/OCTAI modalities provide the unique ability for “nearly-instant detection” of changes in functional status of the tissues, long before they become visible on histology. The proposed approach can be used in further experiments to clarify the mechanisms of changes in intestinal blood and lymph flows in response to trauma of the nervous system. Furthermore, potentially it can be used intraoperatively in patients requiring express diagnosis of the state of intramural blood and lymph circulation.
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10
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Zabel WJ, Allam N, Foltz WD, Flueraru C, Taylor E, Vitkin IA. Bridging the macro to micro resolution gap with angiographic optical coherence tomography and dynamic contrast enhanced MRI. Sci Rep 2022; 12:3159. [PMID: 35210476 PMCID: PMC8873467 DOI: 10.1038/s41598-022-07000-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 02/09/2022] [Indexed: 11/25/2022] Open
Abstract
Dynamic contrast enhanced magnetic resonance imaging (DCE-MRI) is emerging as a valuable tool for non-invasive volumetric monitoring of the tumor vascular status and its therapeutic response. However, clinical utility of DCE-MRI is challenged by uncertainty in its ability to quantify the tumor microvasculature (\documentclass[12pt]{minimal}
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\begin{document}$$\mu \mathrm{m}$$\end{document}μm scale) given its relatively poor spatial resolution (mm scale at best). To address this challenge, we directly compared DCE-MRI parameter maps with co-registered micron-scale-resolution speckle variance optical coherence tomography (svOCT) microvascular images in a window chamber tumor mouse model. Both semi and fully quantitative (Toft’s model) DCE-MRI metrics were tested for correlation with microvascular svOCT biomarkers. svOCT’s derived vascular volume fraction (VVF) and the mean distance to nearest vessel (\documentclass[12pt]{minimal}
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\begin{document}$$\overline{\mathrm{DNV} }$$\end{document}DNV¯) metrics were correlated with DCE-MRI vascular biomarkers such as time to peak contrast enhancement (\documentclass[12pt]{minimal}
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\begin{document}$$P<0.0001$$\end{document}P<0.0001 for both). Several other correlated micro–macro vascular metric pairs were also noted. The microvascular insights afforded by svOCT may help improve the clinical utility of DCE-MRI for tissue functional status assessment and therapeutic response monitoring applications.
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Affiliation(s)
- W Jeffrey Zabel
- Department of Medical Biophysics, University of Toronto, Toronto, Canada.
| | - Nader Allam
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | - Warren D Foltz
- Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Canada.,Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
| | - Costel Flueraru
- National Research Council Canada, Information Communication Technology, Ottawa, Canada
| | - Edward Taylor
- Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Canada.,Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
| | - I Alex Vitkin
- Department of Medical Biophysics, University of Toronto, Toronto, Canada.,Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Canada.,Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
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11
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Real-Time Strain and Elasticity Imaging in Phase-Sensitive Optical Coherence Elastography Using a Computationally Efficient Realization of the Vector Method. PHOTONICS 2021. [DOI: 10.3390/photonics8120527] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
We present a real-time realization of OCT-based elastographic mapping local strains and distribution of the Young’s modulus in biological tissues, which is in high demand for biomedical usage. The described variant exploits the principle of Compression Optical Coherence Elastography (C-OCE) and uses processing of phase-sensitive OCT signals. The strain is estimated by finding local axial gradients of interframe phase variations. Instead of the popular least-squares method for finding these gradients, we use the vector approach, one of its advantages being increased computational efficiency. Here, we present a modified, especially fast variant of this approach. In contrast to conventional correlation-based methods and previously used phase-resolved methods, the described method does not use any search operations or local calculations over a sliding window. Rather, it obtains local strain maps (and then elasticity maps) using several transformations represented as matrix operations applied to entire complex-valued OCT scans. We first elucidate the difference of the proposed method from the previously used correlational and phase-resolved methods and then describe the proposed method realization in a medical OCT device, in which for real-time processing, a “typical” central processor (e.g., Intel Core i7-8850H) is sufficient. Representative examples of on-flight obtained elastographic images are given. These results open prospects for broad use of affordable OCT devices for high-resolution elastographic vitalization in numerous biomedical applications, including the use in clinic.
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12
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Trebing CT, Sen S, Rues S, Herpel C, Schöllhorn M, Lux CJ, Rammelsberg P, Schwindling FS. Non-invasive three-dimensional thickness analysis of oral epithelium based on optical coherence tomography-development and diagnostic performance. Heliyon 2021; 7:e06645. [PMID: 33898808 PMCID: PMC8055558 DOI: 10.1016/j.heliyon.2021.e06645] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 02/12/2021] [Accepted: 03/26/2021] [Indexed: 12/12/2022] Open
Abstract
Objectives Evaluating structural changes in oral epithelium can assist with the diagnosis of cancerous lesions. Two-dimensional (2D) non-invasive optical coherence tomography (OCT) is an established technique for this purpose. The objective of this study was to develop and test the diagnostic accuracy of a three-dimensional (3D) evaluation method. Methods The oral lip mucosa of 10 healthy volunteers was scanned using an 870-nm spectral-domain OCT device (SD-OCT) with enhanced depth imaging (EDI). Four raters semi-automatically segmented the epithelial layer twice. Thus, eighty 3D datasets were created and analyzed for epithelial thickness. To provide a reference standard for comparison, the raters took cross-sectional 2D measurements at representative sites. The correlation between the 2D and 3D measurements, as well as intra- and inter-rater reliability, were analyzed using intraclass correlation coefficients (ICC). Results Mean epithelial thickness was 280 ± 64μm (range 178–500 μm) and 268 ± 49μm (range 163–425 μm) for the 2D and 3D analysis, respectively. The inter-modality correlation of the thickness values was good (ICC: 0.76 [0.626–0.846]), indicating that 3D analysis of epithelial thickness provides valid results. Intra-rater and inter-rater reliability were good (3D analysis) and excellent (2D analysis), suggesting high reproducibility. Conclusions Diagnostic accuracy was high for the developed 3D analysis of oral epithelia using non-invasive, radiation-free OCT imaging. Clinical significance This new 3D technique could potentially be used to improve time-efficiency and quality in the diagnosis of epithelial lesions compared with the 2D reference standard.
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Affiliation(s)
| | - Sinan Sen
- Department of Orthodontics, Heidelberg University Hospital, Heidelberg, Germany
| | - Stefan Rues
- Department of Prosthodontics, Heidelberg University Hospital, Heidelberg, Germany
| | - Christopher Herpel
- Department of Prosthodontics, Heidelberg University Hospital, Heidelberg, Germany
| | - Maria Schöllhorn
- Department of Prosthodontics, Heidelberg University Hospital, Heidelberg, Germany
| | - Christopher J Lux
- Department of Orthodontics, Heidelberg University Hospital, Heidelberg, Germany
| | - Peter Rammelsberg
- Department of Prosthodontics, Heidelberg University Hospital, Heidelberg, Germany
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Elagin V, Gubarkova E, Garanina O, Davydova D, Orlinskaya N, Matveev L, Klemenova I, Shlivko I, Shirmanova M, Zagaynova E. In vivo multimodal optical imaging of dermoscopic equivocal melanocytic skin lesions. Sci Rep 2021; 11:1405. [PMID: 33446823 PMCID: PMC7809210 DOI: 10.1038/s41598-020-80744-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 12/17/2020] [Indexed: 11/09/2022] Open
Abstract
There is a wide range of equivocal melanocytic lesions that can be clinically and dermoscopically indistinguishable from early melanoma. In the present work, we assessed the possibilities of combined using of multiphoton microscopy (MPM) and optical coherence angiography (OCA) for differential diagnosis of the equivocal melanocytic lesions. Clinical and dermoscopic examinations of 60 melanocytic lesions revealed 10 benign lesions and 32 melanomas, while 18 lesions remained difficult to diagnose. Histopathological analysis of these lesions revealed 4 intradermal, 3 compound and 3 junctional nevi in the "benign" group, 7 superficial spreading, 14 lentigo maligna and 11 nodular melanomas in the "melanoma" group and 2 lentigo simplex, 4 dysplastic nevi, 6 melanomas in situ, 4 invasive lentigo melanomas and 2 invasive superficial spreading melanomas in the "equivocal" group. On the basis of MPM, a multiphoton microscopy score (MPMS) has been developed for quantitative assessment of melanoma features at the cellular level, that showed lower score for benign lesions compare with malignant ones. OCA revealed that the invasive melanoma has a higher vessel density and thicker blood vessels than melanoma in situ and benign lesions. Discriminant functions analysis of MPM and OCA data allowed to differentiate correctly between all equivocal melanocytic lesions. Therefore, we demonstrate, for the first time, that a combined use of MPM and OCA has the potential to improve early diagnosis of melanoma.
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Affiliation(s)
- V Elagin
- Privolzhsky Research Medical University, Minin and Pozharsky Square 10/1, Nizhny Novgorod, Russia, 603950.
| | - E Gubarkova
- Privolzhsky Research Medical University, Minin and Pozharsky Square 10/1, Nizhny Novgorod, Russia, 603950
| | - O Garanina
- Privolzhsky Research Medical University, Minin and Pozharsky Square 10/1, Nizhny Novgorod, Russia, 603950
| | - D Davydova
- Nizhny Novgorod Regional Clinical Oncology Center, Delovaya Street, 11/1, Nizhny Novgorod, Russia, 603126
| | - N Orlinskaya
- Privolzhsky Research Medical University, Minin and Pozharsky Square 10/1, Nizhny Novgorod, Russia, 603950
| | - L Matveev
- Institute of Applied Physics of the Russian Academy of Sciences, Ulyanov Street 46, Nizhny Novgorod, Russia, 603950
| | - I Klemenova
- Privolzhsky Research Medical University, Minin and Pozharsky Square 10/1, Nizhny Novgorod, Russia, 603950
| | - I Shlivko
- Privolzhsky Research Medical University, Minin and Pozharsky Square 10/1, Nizhny Novgorod, Russia, 603950
| | - M Shirmanova
- Privolzhsky Research Medical University, Minin and Pozharsky Square 10/1, Nizhny Novgorod, Russia, 603950
| | - E Zagaynova
- Privolzhsky Research Medical University, Minin and Pozharsky Square 10/1, Nizhny Novgorod, Russia, 603950
- Lobachevsky State University of Nizhni Novgorod, Prospekt Gagarina (Gagarin Avenue) 23, Nizhny Novgorod, Russia, 603950
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Yang Z, Shang J, Liu C, Zhang J, Liang Y. Classification of Salivary Gland Tumors Based on Quantitative Optical Coherence Tomography. Lasers Surg Med 2021; 53:830-837. [PMID: 33442913 DOI: 10.1002/lsm.23370] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 11/30/2020] [Accepted: 12/11/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND AND OBJECTIVES Visual inspection is the primary diagnostic method for oral diseases, and its accuracy of diagnosis mainly depends on surgeons' experience. Histological examination is still the golden standard, but it is invasive and time-consuming. In order to address these issues, as a noninvasive imaging technique, optical coherence tomography (OCT) can differentiate oral tissue with advantages of real-time, in situ, and high resolution. The aim of this study is to explore optimal quantitative parameters in OCT images to distinguish different salivary gland tumors. STUDY DESIGN/MATERIALS AND METHODS OCT images of four salivary gland tumors were obtained from 14 patients, including mucoepidermoid carcinoma (MC), adenoid cystic carcinoma (ACC), basal cell adenoma (BCA), and pleomorphic adenoma (PA). Two parameters of optical attenuation coefficient (OAC) and standard deviation (SD) along the depth of OCT signal were combined to create a computational model of classification, and sensitivity/specificity of classification was calculated statistically to evaluate their results. RESULTS A total of 5,919 two-dimensional (2D) OCT images were used for quantitative analysis. The classification sensitivities of 89.6%, 95.0%, 89.5%, 97.8%, and specificities of 97.6%, 99.0%, 98.0%, 98.2%, respectively, were obtained for MC, ACC, BCA, and PA, with the thresholds of 3.6 mm-1 based on OAC and 0.22/0.18 based on SD. CONCLUSION It was demonstrated that OAC and SD could be considered as important parameters in quantitative analysis of OCT images for salivary gland tissue characterization and intraoperative diagnosis. It is of great potential value in promoting the application of this method based on OCT in clinical practice. Lasers Surg. © 2020 Wiley Periodicals LLC.
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Affiliation(s)
- Zihan Yang
- Institute of Modern Optics, Nankai University, Tianjin Key Laboratory of Optoelectronic Sensor and Sensing Network Technology, Tianjin Key Laboratory of Micro-scale Optical Information Science and Technology, Tianjin, 300350, China
| | - Jianwei Shang
- Department of Oral Pathology, Tianjin Stomatological Hospital, Hospital of Stomatology, Nankai University, Tianjin, 300041, China
| | - Chenlu Liu
- Department of Oral Medicine, Tianjin Stomatological Hospital, Hospital of Stomatology, Nankai University, Tianjin, 300041, China
| | - Jun Zhang
- Department of Oral-Maxillofacial Surgery, Tianjin Stomatological Hospital; Hospital of Stomatology, Nankai University, Tianjin, 300041, China
| | - Yanmei Liang
- Institute of Modern Optics, Nankai University, Tianjin Key Laboratory of Optoelectronic Sensor and Sensing Network Technology, Tianjin Key Laboratory of Micro-scale Optical Information Science and Technology, Tianjin, 300350, China
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15
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Albrecht M, Schnabel C, Mueller J, Golde J, Koch E, Walther J. In Vivo Endoscopic Optical Coherence Tomography of the Healthy Human Oral Mucosa: Qualitative and Quantitative Image Analysis. Diagnostics (Basel) 2020; 10:E827. [PMID: 33076312 PMCID: PMC7602587 DOI: 10.3390/diagnostics10100827] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 10/08/2020] [Accepted: 10/10/2020] [Indexed: 12/18/2022] Open
Abstract
To date, there is still a lack of reliable imaging modalities to improve the quality of consultation, diagnostic and medical examinations of the oral mucosa in dentistry. Even though, optical technologies have become an important element for the detection and treatment of different diseases of soft tissue, for the case of oral screenings the evidence of the benefit in comparison to conventional histopathology is mostly still pending. One promising optical technology for oral diagnostics is optical coherence tomography (OCT). To prove the potential of OCT, even the amount of freely accessible OCT data is not sufficient to describe the variance of healthy human oral soft tissue in vivo. In order to remedy this deficiency, the present study provides in vivo OCT cross sections of the human oral mucosa of the anterior and posterior oral cavity as well as the oropharynx of 47 adult volunteers. A collection of representative OCT cross sections forms the basis for a randomized blinded image analysis by means of seven criteria to assess the main features of the superficial layers of the human oral mucosa and to determine its correlation to regional features known from hematoxylin and eosin (HE) stained histology.
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Affiliation(s)
- Marius Albrecht
- Department of Medical Physics and Biomedical Engineering, Technische Universitaet Dresden, Carl Gustav Carus Faculty of Medicine, Fetscherstraße 74, 01307 Dresden, Germany; (M.A.); (C.S.)
| | - Christian Schnabel
- Department of Medical Physics and Biomedical Engineering, Technische Universitaet Dresden, Carl Gustav Carus Faculty of Medicine, Fetscherstraße 74, 01307 Dresden, Germany; (M.A.); (C.S.)
- Department of Anesthesiology and Intensive Care Medicine, Technische Universität Dresden, Clinical Sensoring and Monitoring, Carl Gustav Carus Faculty of Medicine, Fetscherstraße 74, 01307 Dresden, Germany; (J.M.); (J.G.); (E.K.)
| | - Juliane Mueller
- Department of Anesthesiology and Intensive Care Medicine, Technische Universität Dresden, Clinical Sensoring and Monitoring, Carl Gustav Carus Faculty of Medicine, Fetscherstraße 74, 01307 Dresden, Germany; (J.M.); (J.G.); (E.K.)
| | - Jonas Golde
- Department of Anesthesiology and Intensive Care Medicine, Technische Universität Dresden, Clinical Sensoring and Monitoring, Carl Gustav Carus Faculty of Medicine, Fetscherstraße 74, 01307 Dresden, Germany; (J.M.); (J.G.); (E.K.)
| | - Edmund Koch
- Department of Anesthesiology and Intensive Care Medicine, Technische Universität Dresden, Clinical Sensoring and Monitoring, Carl Gustav Carus Faculty of Medicine, Fetscherstraße 74, 01307 Dresden, Germany; (J.M.); (J.G.); (E.K.)
| | - Julia Walther
- Department of Medical Physics and Biomedical Engineering, Technische Universitaet Dresden, Carl Gustav Carus Faculty of Medicine, Fetscherstraße 74, 01307 Dresden, Germany; (M.A.); (C.S.)
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16
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Plekhanov AA, Sirotkina MA, Sovetsky AA, Gubarkova EV, Kuznetsov SS, Matveyev AL, Matveev LA, Zagaynova EV, Gladkova ND, Zaitsev VY. Histological validation of in vivo assessment of cancer tissue inhomogeneity and automated morphological segmentation enabled by Optical Coherence Elastography. Sci Rep 2020; 10:11781. [PMID: 32678175 PMCID: PMC7366713 DOI: 10.1038/s41598-020-68631-w] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Accepted: 06/30/2020] [Indexed: 01/09/2023] Open
Abstract
We present a non-invasive (albeit contact) method based on Optical Coherence Elastography (OCE) enabling the in vivo segmentation of morphological tissue constituents, in particular, monitoring of morphological alterations during both tumor development and its response to therapies. The method uses compressional OCE to reconstruct tissue stiffness map as the first step. Then the OCE-image is divided into regions, for which the Young’s modulus (stiffness) falls in specific ranges corresponding to the morphological constituents to be discriminated. These stiffness ranges (characteristic "stiffness spectra") are initially determined by careful comparison of the "gold-standard" histological data and the OCE-based stiffness map for the corresponding tissue regions. After such pre-calibration, the results of morphological segmentation of OCE-images demonstrate a striking similarity with the histological results in terms of percentage of the segmented zones. To validate the sensitivity of the OCE-method and demonstrate its high correlation with conventional histological segmentation we present results obtained in vivo on a murine model of breast cancer in comparative experimental study of the efficacy of two antitumor chemotherapeutic drugs with different mechanisms of action. The new technique allowed in vivo monitoring and quantitative segmentation of (1) viable, (2) dystrophic, (3) necrotic tumor cells and (4) edema zones very similar to morphological segmentation of histological images. Numerous applications in other experimental/clinical areas requiring rapid, nearly real-time, quantitative assessment of tissue structure can be foreseen.
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Affiliation(s)
- Anton A Plekhanov
- Privolzhsky Research Medical University, Minin Square 10/1, Nizhny Novgorod, 603950, Russia
| | - Marina A Sirotkina
- Privolzhsky Research Medical University, Minin Square 10/1, Nizhny Novgorod, 603950, Russia.
| | - Alexander A Sovetsky
- Institute of Applied Physics, Russian Academy of Sciences, Ulyanov Street 46, Nizhny Novgorod, 603950, Russia
| | - Ekaterina V Gubarkova
- Privolzhsky Research Medical University, Minin Square 10/1, Nizhny Novgorod, 603950, Russia
| | - Sergey S Kuznetsov
- N.A. Semashko Nizhny Novgorod Regional Clinical Hospital, Rodionov Street 190, Nizhny Novgorod, 603126, Russia
| | - Alexander L Matveyev
- Institute of Applied Physics, Russian Academy of Sciences, Ulyanov Street 46, Nizhny Novgorod, 603950, Russia
| | - Lev A Matveev
- Institute of Applied Physics, Russian Academy of Sciences, Ulyanov Street 46, Nizhny Novgorod, 603950, Russia
| | - Elena V Zagaynova
- Privolzhsky Research Medical University, Minin Square 10/1, Nizhny Novgorod, 603950, Russia
| | - Natalia D Gladkova
- Privolzhsky Research Medical University, Minin Square 10/1, Nizhny Novgorod, 603950, Russia
| | - Vladimir Y Zaitsev
- Institute of Applied Physics, Russian Academy of Sciences, Ulyanov Street 46, Nizhny Novgorod, 603950, Russia
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17
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Identification of oral cancer in OCT images based on an optical attenuation model. Lasers Med Sci 2020; 35:1999-2007. [PMID: 32335743 DOI: 10.1007/s10103-020-03025-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Accepted: 04/16/2020] [Indexed: 12/21/2022]
Abstract
Surgery is still the first choice to treat oral cancer, where it is important to detect surgical margins in order to reduce cancer recurrence and maintain oral-maxillofacial function simultaneously. As a non-invasive and in situ imaging technique, optical coherence tomography (OCT) can obtain images close to the resolution of histopathology, which makes it have great potential in intraoperative diagnosis. However, it is not enough to find surgical margins accurately just observing OCT images directly and qualitatively. The purpose of this study is to identify oral cancer in OCT images by investigating the quantitative difference of cancer and non-cancer tissue. Based on an available optical attenuation model and the axial confocal PSF of a home-made swept source OCT system, by using fresh ex vivo human oral tissues from 14 patients of oral squamous cell carcinoma (OSCC) as the samples, diagnosis with sensitivity (97.88%) and specificity (83.77%) was achieved at the attenuation threshold of 4.7 mm-1, and the accuracy of identification reached 91.15% in our study. Our preliminary results demonstrated that the oral cancer resection will be guided accurately and the clinical application of OCT will be further promoted by deeply mining the information hidden in OCT images.
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18
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From tumour perfusion to drug delivery and clinical translation of in silico cancer models. Methods 2020; 185:82-93. [PMID: 32147442 DOI: 10.1016/j.ymeth.2020.02.010] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 02/13/2020] [Accepted: 02/24/2020] [Indexed: 12/14/2022] Open
Abstract
In silico cancer models have demonstrated great potential as a tool to improve drug design, optimise the delivery of drugs to target sites in the host tissue and, hence, improve therapeutic efficacy and patient outcome. However, there are significant barriers to the successful translation of in silico technology from bench to bedside. More precisely, the specification of unknown model parameters, the necessity for models to adequately reflect in vivo conditions, and the limited amount of pertinent validation data to evaluate models' accuracy and assess their reliability, pose major obstacles in the path towards their clinical translation. This review aims to capture the state-of-the-art in in silico cancer modelling of vascularised solid tumour growth, and identify the important advances and barriers to success of these models in clinical oncology. Particular emphasis has been put on continuum-based models of cancer since they - amongst the class of mechanistic spatio-temporal modelling approaches - are well-established in simulating transport phenomena and the biomechanics of tissues, and have demonstrated potential for clinical translation. Three important avenues in in silico modelling are considered in this contribution: first, since systemic therapy is a major cancer treatment approach, we start with an overview of the tumour perfusion and angiogenesis in silico models. Next, we present the state-of-the-art in silico work encompassing the delivery of chemotherapeutic agents to cancer nanomedicines through the bloodstream, and then review continuum-based modelling approaches that demonstrate great promise for successful clinical translation. We conclude with a discussion of what we view to be the key challenges and opportunities for in silico modelling in personalised and precision medicine.
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19
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Sirotkina MA, Gubarkova EV, Plekhanov AA, Sovetsky AA, Elagin VV, Matveyev AL, Matveev LA, Kuznetsov SS, Zagaynova EV, Gladkova ND, Zaitsev VY. In vivo assessment of functional and morphological alterations in tumors under treatment using OCT-angiography combined with OCT-elastography. BIOMEDICAL OPTICS EXPRESS 2020; 11:1365-1382. [PMID: 32206416 PMCID: PMC7075625 DOI: 10.1364/boe.386419] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 02/08/2020] [Accepted: 02/09/2020] [Indexed: 05/13/2023]
Abstract
Emerging methods of anti-tumor therapies require new approaches to tumor response evaluation, especially enabling label-free diagnostics and in vivo utilization. Here, to assess the tumor early reaction and predict its long-term response, for the first time we apply in combination the recently developed OCT extensions - optical coherence angiography (OCA) and compressional optical coherence elastography (OCE), thus enabling complementary functional/microstructural tumor characterization. We study two vascular-targeted therapies of different types, (1) anti-angiogenic chemotherapy (ChT) and (2) photodynamic therapy (PDT), aimed to indirectly kill tumor cells through blood supply injury. Despite different mechanisms of anti-angiogenic action for ChT and PDT, in both cases OCA demonstrated high sensitivity to blood perfusion cessation. The new method of OCE-based morphological segmentation revealed very similar histological structure alterations. The OCE results showed high correlation with conventional histology in evaluating percentages of necrotic and viable tumor zones. Such possibilities make OCE an attractive tool enabling previously inaccessible in vivo monitoring of individual tumor response to therapies without taking multiple biopsies.
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Affiliation(s)
| | | | | | | | - Vadim V. Elagin
- Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | | | - Lev A. Matveev
- Institute of Applied Physics RAS, Nizhny Novgorod, Russia
| | - Sergey S. Kuznetsov
- N.A. Semashko Nizhny Novgorod Regional Clinical Hospital, Nizhny Novgorod, Russia
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20
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Ryabkov MG, Kiseleva EB, Baleev MS, Bederina EL, Sizov MA, Vorobyov AN, Moiseev AA, Karabut MM, Plekhanova MA, Gladkova ND. Trans-Serosal Multimodal Optical Coherence Tomography for Visualization of Microstructure and Blood Circulation of the Small Intestine Wall. Sovrem Tekhnologii Med 2020; 12:56-64. [PMID: 34513054 PMCID: PMC8353680 DOI: 10.17691/stm2020.12.2.07] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Indexed: 12/03/2022] Open
Abstract
The aim of the study was to evaluate the performance of trans-serosal multimodal OCT (MM OCT) in in vivo detecting of changes in microstructure and blood circulation of the small intestine wall caused by arteriovenous ischemia resulted from intestine strangulation.
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Affiliation(s)
- M G Ryabkov
- Associate Professor, Leading Researcher, University Clinic, Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Square, Nizhny Novgorod, 603005, Russia
| | - E B Kiseleva
- Senior Researcher, Scientific Laboratory of Optical Coherence Tomography, Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Square, Nizhny Novgorod, 603005, Russia
| | - M S Baleev
- Surgeon, City Clinical Hospital No.30, 85A Berezovskaya St., Nizhny Novgorod, 605157, Russia
| | - E L Bederina
- Pathologist, Junior Researcher, University Clinic, Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Square, Nizhny Novgorod, 603005, Russia
| | - M A Sizov
- Surgeon, City Clinical Hospital No.30, 85A Berezovskaya St., Nizhny Novgorod, 605157, Russia
| | - A N Vorobyov
- Surgeon, City Clinical Hospital No.30, 85A Berezovskaya St., Nizhny Novgorod, 605157, Russia
| | - A A Moiseev
- Senior Researcher, Laboratory of Highly Sensitive Optical Measurements, Federal Research Center Institute of Applied Physics of the Russian Academy of Sciences, 46 Ul'yanova St., Nizhny Novgorod, 603950, Russia
| | - M M Karabut
- Researcher, Genomics Adaptive Antitumor Immunity Research Laboratory, Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Square, Nizhny Novgorod, 603005, Russia
| | - M A Plekhanova
- Student, Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Square, Nizhny Novgorod, 603005, Russia
| | - N D Gladkova
- Professor, Head of the Scientific Laboratory of Optical Coherence Tomography, Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, 10/1 Minin and Pozharsky Square, Nizhny Novgorod, 603005, Russia
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21
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Gubarkova EV, Feldchtein FI, Zagaynova EV, Gamayunov SV, Sirotkina MA, Sedova ES, Kuznetsov SS, Moiseev AA, Matveev LA, Zaitsev VY, Karashtin DA, Gelikonov GV, Pires L, Vitkin A, Gladkova ND. Optical coherence angiography for pre-treatment assessment and treatment monitoring following photodynamic therapy: a basal cell carcinoma patient study. Sci Rep 2019; 9:18670. [PMID: 31822752 PMCID: PMC6904495 DOI: 10.1038/s41598-019-55215-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 11/26/2019] [Indexed: 01/10/2023] Open
Abstract
Microvascular networks of human basal cell carcinomas (BCC) and surrounding skin were assessed with optical coherence angiography (OCA) in conjunction with photodynamic therapy (PDT). OCA images were collected and analyzed in 31 lesions pre-treatment, and immediately/24 hours/3-12 months post-treatment. Pre-treatment OCA enabled differentiation between prevalent subtypes of BCC (nodular and superficial) and nodular-with-necrotic-core BCC subtypes with a diagnostic accuracy of 78%; this can facilitate more accurate biopsy reducing sampling error and better therapy regimen selection. Post-treatment OCA images at 24 hours were 98% predictive of eventual outcome. Additional findings highlight the importance of pre-treatment necrotic core, vascular metrics associated with hypertrophic scar formation, and early microvascular changes necessary in both tumorous and peri-tumorous regions to ensure treatment success.
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Affiliation(s)
- E V Gubarkova
- Privolzhsky Research Medical University, Minina Square 10/1, 603005, Nizhny Novgorod, Russia.
| | - F I Feldchtein
- Privolzhsky Research Medical University, Minina Square 10/1, 603005, Nizhny Novgorod, Russia
| | - E V Zagaynova
- Privolzhsky Research Medical University, Minina Square 10/1, 603005, Nizhny Novgorod, Russia
| | - S V Gamayunov
- A. Tsyb Medical Radiological Research Center, Korolev Street 4, Obninsk, 249036, Kaluga region, Russia
| | - M A Sirotkina
- Privolzhsky Research Medical University, Minina Square 10/1, 603005, Nizhny Novgorod, Russia
| | - E S Sedova
- Privolzhsky Research Medical University, Minina Square 10/1, 603005, Nizhny Novgorod, Russia
| | - S S Kuznetsov
- N.A. Semashko Nizhny Novgorod Regional Clinical Hospital, Rodionova Street 190, 603093, Nizhny Novgorod, Russia
| | - A A Moiseev
- Institute of Applied Physics Russian Academy of Science, Ulyanova Street 46, 603950, Nizhny Novgorod, Russia
| | - L A Matveev
- Institute of Applied Physics Russian Academy of Science, Ulyanova Street 46, 603950, Nizhny Novgorod, Russia
| | - V Y Zaitsev
- Institute of Applied Physics Russian Academy of Science, Ulyanova Street 46, 603950, Nizhny Novgorod, Russia
| | - D A Karashtin
- Institute of Applied Physics Russian Academy of Science, Ulyanova Street 46, 603950, Nizhny Novgorod, Russia
| | - G V Gelikonov
- Institute of Applied Physics Russian Academy of Science, Ulyanova Street 46, 603950, Nizhny Novgorod, Russia
| | - L Pires
- University of Toronto and University Health Network, 610 University Ave., Toronto, Ontario, M5G 2M9, Canada
| | - A Vitkin
- University of Toronto and University Health Network, 610 University Ave., Toronto, Ontario, M5G 2M9, Canada
| | - N D Gladkova
- Privolzhsky Research Medical University, Minina Square 10/1, 603005, Nizhny Novgorod, Russia
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Sirotkina MA, Moiseev AA, Matveev LA, Zaitsev VY, Elagin VV, Kuznetsov SS, Gelikonov GV, Ksenofontov SY, Zagaynova EV, Feldchtein FI, Gladkova ND, Vitkin A. Accurate early prediction of tumour response to PDT using optical coherence angiography. Sci Rep 2019; 9:6492. [PMID: 31019242 PMCID: PMC6482310 DOI: 10.1038/s41598-019-43084-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2018] [Accepted: 04/16/2019] [Indexed: 12/12/2022] Open
Abstract
Prediction of tumour treatment response may play a crucial role in therapy selection and optimization of its delivery parameters. Here we use optical coherence angiography (OCA) as a minimally-invasive, label-free, real-time bioimaging method to visualize normal and pathological perfused vessels and monitor treatment response following vascular-targeted photodynamic therapy (PDT). Preclinical results are reported in a convenient experimental model (CT-26 colon tumour inoculated in murine ear), enabling controlled PDT and post-treatment OCA monitoring. To accurately predict long-term treatment outcome, a robust and simple microvascular metric is proposed. It is based on perfused vessels density (PVD) at t = 24 hours post PDT, calculated for both tumour and peri-tumour regions. Histological validation in the examined experimental cohort (n = 31 animals) enabled further insight into the excellent predictive power of the derived early-response OCA microvascular metric. The results underscore the key role of peri-tumour microvasculature in determining the long-term PDT response.
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Affiliation(s)
- M A Sirotkina
- Privolzhsky Research Medical University, Minin Square 10/1, 603950, Nizhny Novgorod, Russia.
| | - A A Moiseev
- Institute of Applied Physics of the Russian Academy of Sciences, Ulyanov Street 46, 603950, Nizhny Novgorod, Russia
| | - L A Matveev
- Institute of Applied Physics of the Russian Academy of Sciences, Ulyanov Street 46, 603950, Nizhny Novgorod, Russia
| | - V Y Zaitsev
- Institute of Applied Physics of the Russian Academy of Sciences, Ulyanov Street 46, 603950, Nizhny Novgorod, Russia
| | - V V Elagin
- Privolzhsky Research Medical University, Minin Square 10/1, 603950, Nizhny Novgorod, Russia
| | - S S Kuznetsov
- Privolzhsky Research Medical University, Minin Square 10/1, 603950, Nizhny Novgorod, Russia
| | - G V Gelikonov
- Institute of Applied Physics of the Russian Academy of Sciences, Ulyanov Street 46, 603950, Nizhny Novgorod, Russia
| | - S Y Ksenofontov
- Institute of Applied Physics of the Russian Academy of Sciences, Ulyanov Street 46, 603950, Nizhny Novgorod, Russia
| | - E V Zagaynova
- Privolzhsky Research Medical University, Minin Square 10/1, 603950, Nizhny Novgorod, Russia
| | - F I Feldchtein
- Privolzhsky Research Medical University, Minin Square 10/1, 603950, Nizhny Novgorod, Russia
| | - N D Gladkova
- Privolzhsky Research Medical University, Minin Square 10/1, 603950, Nizhny Novgorod, Russia
| | - A Vitkin
- Departments of Medical Biophysics and Radiation Oncology, University of Toronto and University Health Network, 610 University Ave., Toronto, Ontario, M5G 2M9, Canada
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23
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Demidov V, Zhao X, Demidova O, Pang HYM, Flueraru C, Liu FF, Vitkin IA. Preclinical quantitative in-vivo assessment of skin tissue vascularity in radiation-induced fibrosis with optical coherence tomography. JOURNAL OF BIOMEDICAL OPTICS 2018; 23:1-9. [PMID: 30315644 DOI: 10.1117/1.jbo.23.10.106003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Accepted: 09/19/2018] [Indexed: 05/16/2023]
Abstract
Radiation therapy (RT) is widely and effectively used for cancer treatment but can also cause deleterious side effects, such as a late-toxicity complication called radiation-induced fibrosis (RIF). Accurate diagnosis of RIF requires analysis of histological sections to assess extracellular matrix infiltration. This is invasive, prone to sampling limitations, and thus rarely used; instead, current practice relies on subjective clinical surrogates, including visual observation, palpation, and patient symptomatology questionnaires. This preclinical study demonstrates that functional optical coherence tomography (OCT) is a useful tool for objective noninvasive in-vivo assessment and quantification of fibrosis-associated microvascular changes in tissue. Data were collected from murine hind limbs 6 months after 40-Gy single-dose irradiation and compared with nonirradiated contralateral tissues of the same animals. OCT-derived vascular density and average vessel diameter metrics were compared to quantitative vascular analysis of stained histological slides. Results indicate that RIF manifests significant microvascular changes at this time point posttreatment. Abnormal microvascular changes visualized by OCT in this preclinical setting suggest the potential of this label-free high-resolution noninvasive functional imaging methodology for RIF diagnosis and assessment in the context of clinical RT.
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Affiliation(s)
- Valentin Demidov
- University of Toronto, Department of Medical Biophysics, Faculty of Medicine, Toronto, Canada
| | - Xiao Zhao
- University of Toronto, Department of Otolaryngology - Head and Neck Surgery, Faculty of Medicine, To, Canada
| | - Olga Demidova
- Seneca College, Department of Arts and Science, Toronto, Canada
| | - Hilary Y M Pang
- University of Toronto, Department of Medical Biophysics, Faculty of Medicine, Toronto, Canada
| | - Costel Flueraru
- National Research Council Canada, Information Communication Technology, Ottawa, Canada
| | - Fei-Fei Liu
- University of Toronto, Department of Medical Biophysics, Faculty of Medicine, Toronto, Canada
- University of Toronto, Department of Otolaryngology - Head and Neck Surgery, Faculty of Medicine, To, Canada
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - I Alex Vitkin
- University of Toronto, Department of Medical Biophysics, Faculty of Medicine, Toronto, Canada
- University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
- University of Toronto, Department of Radiation Oncology, Faculty of Medicine, Toronto, Canada
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24
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Jelvehgaran P, de Bruin DM, Salguero FJ, Borst GR, Song JY, van Leeuwen TG, de Boer JF, Alderliesten T, van Herk M. Feasibility of using optical coherence tomography to detect acute radiation-induced esophageal damage in small animal models. JOURNAL OF BIOMEDICAL OPTICS 2018; 23:1-12. [PMID: 29651825 DOI: 10.1117/1.jbo.23.4.046004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2017] [Accepted: 03/26/2018] [Indexed: 05/25/2023]
Abstract
Lung cancer survival is poor, and radiation therapy patients often suffer serious treatment side effects. The esophagus is particularly sensitive leading to acute radiation-induced esophageal damage (ARIED). We investigated the feasibility of optical coherence tomography (OCT) for minimally invasive imaging of the esophagus with high resolution (10 μm) to detect ARIED in mice. Thirty mice underwent cone-beam computed tomography imaging for initial setup assessment and dose planning followed by a single-dose delivery of 4.0, 10.0, 16.0, and 20.0 Gy on 5.0-mm spots, spaced 10.0 mm apart in the esophagus. They were repeatedly imaged using OCT up to three months postirradiation. We compared OCT findings with histopathology obtained three months postirradiation qualitatively and quantitatively using the contrast-to-background-noise ratio (CNR). Histopathology mostly showed inflammatory infiltration and edema at higher doses; OCT findings were in agreement with most of the histopathological reports. We were able to identify the ARIED on OCT as a change in tissue scattering and layer thickness. Our statistical analysis showed significant difference between the CNR values of healthy tissue, edema, and inflammatory infiltration. Overall, the average CNR for inflammatory infiltration and edema damages was 1.6-fold higher and 1.6-fold lower than for the healthy esophageal wall, respectively. Our results showed the potential role of OCT to detect and monitor the ARIED in mice, which may translate to humans.
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Affiliation(s)
- Pouya Jelvehgaran
- Academic Medical Center, Department of Biomedical Engineering and Physics, Amsterdam, The Netherlands
- Academic Medical Center, Department of Radiation Oncology, Amsterdam, The Netherlands
- Institute for Laser Life and Biophotonics Amsterdam, Department of Physics and Astronomy, Amsterdam, The Netherlands
| | - Daniel Martijn de Bruin
- Academic Medical Center, Department of Biomedical Engineering and Physics, Amsterdam, The Netherlands
- Academic Medical Center, Department of Urology, Amsterdam, The Netherlands
| | - F Javier Salguero
- The Netherlands Cancer Institute, Department of Radiation Oncology, Amsterdam, The Netherlands
| | - Gerben Roelof Borst
- The Netherlands Cancer Institute, Department of Radiation Oncology, Amsterdam, The Netherlands
| | - Ji-Ying Song
- The Netherlands Cancer Institute, Department of Experimental Animal Pathology, Amsterdam, The Netherlands
| | - Ton G van Leeuwen
- Academic Medical Center, Department of Biomedical Engineering and Physics, Amsterdam, The Netherlands
| | - Johannes F de Boer
- Institute for Laser Life and Biophotonics Amsterdam, Department of Physics and Astronomy, Amsterdam, The Netherlands
| | - Tanja Alderliesten
- Academic Medical Center, Department of Radiation Oncology, Amsterdam, The Netherlands
| | - Marcel van Herk
- Academic Medical Center, Department of Biomedical Engineering and Physics, Amsterdam, The Netherlands
- University of Manchester, Institute of Cancer Sciences, Manchester, United Kingdom
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