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交叉极化光学相干断层扫描(Cross-Polarization OCT)和光学相干断层扫描弹性成像(OCT-Elastography)对乳腺癌亚型鉴别的诊断准确性:比较研究

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

作者信息

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

机构信息

Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, 603950 Nizhny Novgorod, Russia.

Department of Oncology, Nizhny Novgorod Regional Oncologic Hospital, 603126 Nizhny Novgorod, Russia.

出版信息

Diagnostics (Basel). 2020 Nov 24;10(12):994. doi: 10.3390/diagnostics10120994.

Abstract

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.

摘要

评估特定类型乳腺癌的分子生物学和形态学特征,有助于提高手术切缘检测的精准度,并准确判断肿瘤的侵袭性,这对治疗方案的选择至关重要。为了在不进行传统组织学检查的情况下,可靠地区分乳腺癌亚型并评估手术切缘,我们在此应用交叉极化光学相干断层扫描(CP-OCT),并将其与一种新型的压缩光学相干弹性成像(C-OCE)进行比较,以组织学验证作为诊断准确性(Ac)的衡量标准。该研究使用了70个具有不同形态结构和分子状态(腔面A型、腔面B型、人表皮生长因子受体2/neu阳性、非腔面型和三阴性癌)的切除乳腺癌标本。我们的首要目标是制定便于对CP-OCT和C-OCE图像进行视觉评估的标准,旨在(i)区分肿瘤组织和非肿瘤组织,以及(ii)更精确地区分不同的恶性状态。我们根据CP-OCT图像中异质性的存在和信号衰减特征,以及C-OCE图像中包含物/马赛克结构的存在和对几种硬度等级的视觉可行评估,确定了这些标准。其次,我们进行了一项盲法阅片研究,比较C-OCE和CP-OCT在区分肿瘤组织和非肿瘤组织以及识别乳腺癌亚型方面的诊断准确性。在肿瘤检测方面,C-OCE显示出比CP-OCT更高的特异性(97.5%对93.3%)和更高的诊断准确性(96.0对92.4)。首次对C-OCE和CP-OCT在区分非浸润性和浸润性乳腺癌方面的诊断准确性进行了评估(分别为90.4%和82.5%)。此外,对于浸润性癌症,可以检测到侵袭性低和侵袭性高的亚型之间的差异。在区分非肿瘤组织和低侵袭性乳腺癌亚型方面,C-OCE的诊断准确性为95.7%,CP-OCT为88.1%。在区分非肿瘤组织和高侵袭性乳腺癌方面,C-OCE的诊断准确性为98.3%,CP-OCT为97.2%。在所有情况下,无论肿瘤类型如何,C-OCE都显示出更好的诊断参数。这些发现证实了基于光学相干断层扫描的检查在保乳手术中进行快速准确诊断的巨大潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5472/7760404/42847fd6458f/diagnostics-10-00994-g001.jpg

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