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Diagnostic Accuracy of Cross-Polarization OCT and OCT-Elastography for Differentiation of Breast Cancer Subtypes: Comparative Study

The possibility to assess molecular-biological and morphological features of particular breast cancer types can improve the precision of resection margin detection and enable accurate determining of the tumor aggressiveness, which is important for treatment selection. To enable reliable differentiat...

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Autores principales: Gubarkova, Ekaterina V., Kiseleva, Elena B., Sirotkina, Marina A., Vorontsov, Dmitry A., Achkasova, Ksenia A., Kuznetsov, Sergey S., Yashin, Konstantin S., Matveyev, Aleksander L., Sovetsky, Aleksander A., Matveev, Lev A., Plekhanov, Anton A., Vorontsov, Alexey Y., Zaitsev, Vladimir Y., Gladkova, Natalia D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7760404/
https://www.ncbi.nlm.nih.gov/pubmed/33255263
http://dx.doi.org/10.3390/diagnostics10120994
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author Gubarkova, Ekaterina V.
Kiseleva, Elena B.
Sirotkina, Marina A.
Vorontsov, Dmitry A.
Achkasova, Ksenia A.
Kuznetsov, Sergey S.
Yashin, Konstantin S.
Matveyev, Aleksander L.
Sovetsky, Aleksander A.
Matveev, Lev A.
Plekhanov, Anton A.
Vorontsov, Alexey Y.
Zaitsev, Vladimir Y.
Gladkova, Natalia D.
author_facet Gubarkova, Ekaterina V.
Kiseleva, Elena B.
Sirotkina, Marina A.
Vorontsov, Dmitry A.
Achkasova, Ksenia A.
Kuznetsov, Sergey S.
Yashin, Konstantin S.
Matveyev, Aleksander L.
Sovetsky, Aleksander A.
Matveev, Lev A.
Plekhanov, Anton A.
Vorontsov, Alexey Y.
Zaitsev, Vladimir Y.
Gladkova, Natalia D.
author_sort Gubarkova, Ekaterina V.
collection PubMed
description The possibility to assess molecular-biological and morphological features of particular breast cancer types can improve the precision of resection margin detection and enable accurate determining of the tumor aggressiveness, which is important for treatment selection. To enable reliable differentiation of breast-cancer subtypes and evaluation of resection margin, without performing conventional histological procedures, here we apply cross-polarization optical coherence tomography (CP-OCT) and compare it with a novel variant of compressional optical coherence elastography (C-OCE) in terms of the diagnostic accuracy (Ac) with histological verification. The study used 70 excised breast cancer specimens with different morphological structure and molecular status (Luminal A, Luminal B, Her2/Neo+, non-luminal and triple-negative cancer). Our first aim was to formulate convenient criteria of visual assessment of CP-OCT and C-OCE images intended (i) to differentiate tumorous and non-tumorous tissues and (ii) to enable more precise differentiation among different malignant states. We identified such criteria based on the presence of heterogeneities and characteristics of signal attenuation in CP-OCT images, as well as the presence of inclusions/mosaic structures combined with visually feasible assessment of several stiffness grades in C-OCE images. Secondly, we performed a blinded reader study of the Ac of C-OCE versus CP-OCT, for delineation of tumorous versus non-tumorous tissues followed by identification of breast cancer subtypes. For tumor detection, C-OCE showed higher specificity than CP-OCT (97.5% versus 93.3%) and higher Ac (96.0 versus 92.4%). For the first time, the Ac of C-OCE and CP-OCT were evaluated for differentiation between non-invasive and invasive breast cancer (90.4% and 82.5%, respectively). Furthermore, for invasive cancers, the difference between invasive but low-aggressive and highly-aggressive subtypes can be detected. For differentiation between non-tumorous tissue and low-aggressive breast-cancer subtypes, Ac was 95.7% for C-OCE and 88.1% for CP-OCT. For differentiation between non-tumorous tissue and highly-aggressive breast cancers, Ac was found to be 98.3% for C-OCE and 97.2% for CP-OCT. In all cases C-OCE showed better diagnostic parameters independently of the tumor type. These findings confirm the high potential of OCT-based examinations for rapid and accurate diagnostics during breast conservation surgery.
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spelling pubmed-77604042020-12-26 Diagnostic Accuracy of Cross-Polarization OCT and OCT-Elastography for Differentiation of Breast Cancer Subtypes: Comparative Study Gubarkova, Ekaterina V. Kiseleva, Elena B. Sirotkina, Marina A. Vorontsov, Dmitry A. Achkasova, Ksenia A. Kuznetsov, Sergey S. Yashin, Konstantin S. Matveyev, Aleksander L. Sovetsky, Aleksander A. Matveev, Lev A. Plekhanov, Anton A. Vorontsov, Alexey Y. Zaitsev, Vladimir Y. Gladkova, Natalia D. Diagnostics (Basel) Article The possibility to assess molecular-biological and morphological features of particular breast cancer types can improve the precision of resection margin detection and enable accurate determining of the tumor aggressiveness, which is important for treatment selection. To enable reliable differentiation of breast-cancer subtypes and evaluation of resection margin, without performing conventional histological procedures, here we apply cross-polarization optical coherence tomography (CP-OCT) and compare it with a novel variant of compressional optical coherence elastography (C-OCE) in terms of the diagnostic accuracy (Ac) with histological verification. The study used 70 excised breast cancer specimens with different morphological structure and molecular status (Luminal A, Luminal B, Her2/Neo+, non-luminal and triple-negative cancer). Our first aim was to formulate convenient criteria of visual assessment of CP-OCT and C-OCE images intended (i) to differentiate tumorous and non-tumorous tissues and (ii) to enable more precise differentiation among different malignant states. We identified such criteria based on the presence of heterogeneities and characteristics of signal attenuation in CP-OCT images, as well as the presence of inclusions/mosaic structures combined with visually feasible assessment of several stiffness grades in C-OCE images. Secondly, we performed a blinded reader study of the Ac of C-OCE versus CP-OCT, for delineation of tumorous versus non-tumorous tissues followed by identification of breast cancer subtypes. For tumor detection, C-OCE showed higher specificity than CP-OCT (97.5% versus 93.3%) and higher Ac (96.0 versus 92.4%). For the first time, the Ac of C-OCE and CP-OCT were evaluated for differentiation between non-invasive and invasive breast cancer (90.4% and 82.5%, respectively). Furthermore, for invasive cancers, the difference between invasive but low-aggressive and highly-aggressive subtypes can be detected. For differentiation between non-tumorous tissue and low-aggressive breast-cancer subtypes, Ac was 95.7% for C-OCE and 88.1% for CP-OCT. For differentiation between non-tumorous tissue and highly-aggressive breast cancers, Ac was found to be 98.3% for C-OCE and 97.2% for CP-OCT. In all cases C-OCE showed better diagnostic parameters independently of the tumor type. These findings confirm the high potential of OCT-based examinations for rapid and accurate diagnostics during breast conservation surgery. MDPI 2020-11-24 /pmc/articles/PMC7760404/ /pubmed/33255263 http://dx.doi.org/10.3390/diagnostics10120994 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gubarkova, Ekaterina V.
Kiseleva, Elena B.
Sirotkina, Marina A.
Vorontsov, Dmitry A.
Achkasova, Ksenia A.
Kuznetsov, Sergey S.
Yashin, Konstantin S.
Matveyev, Aleksander L.
Sovetsky, Aleksander A.
Matveev, Lev A.
Plekhanov, Anton A.
Vorontsov, Alexey Y.
Zaitsev, Vladimir Y.
Gladkova, Natalia D.
Diagnostic Accuracy of Cross-Polarization OCT and OCT-Elastography for Differentiation of Breast Cancer Subtypes: Comparative Study
title Diagnostic Accuracy of Cross-Polarization OCT and OCT-Elastography for Differentiation of Breast Cancer Subtypes: Comparative Study
title_full Diagnostic Accuracy of Cross-Polarization OCT and OCT-Elastography for Differentiation of Breast Cancer Subtypes: Comparative Study
title_fullStr Diagnostic Accuracy of Cross-Polarization OCT and OCT-Elastography for Differentiation of Breast Cancer Subtypes: Comparative Study
title_full_unstemmed Diagnostic Accuracy of Cross-Polarization OCT and OCT-Elastography for Differentiation of Breast Cancer Subtypes: Comparative Study
title_short Diagnostic Accuracy of Cross-Polarization OCT and OCT-Elastography for Differentiation of Breast Cancer Subtypes: Comparative Study
title_sort diagnostic accuracy of cross-polarization oct and oct-elastography for differentiation of breast cancer subtypes: comparative study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7760404/
https://www.ncbi.nlm.nih.gov/pubmed/33255263
http://dx.doi.org/10.3390/diagnostics10120994
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