Eftimie Lucian G, Padrez Yaraslau, Golubewa Lena, Rutkauskas Danielis, Hristu Radu
Central University Emergency Military Hospital, Pathology Department, 134 Calea Plevnei, 010825 Bucharest, Romania.
Department of Special Motricity and Medical Recovery, The National University of Physical Education and Sports, Bucharest, Romania.
Biomed Opt Express. 2024 Jul 17;15(8):4705-4718. doi: 10.1364/BOE.523052. eCollection 2024 Aug 1.
The identification of tumor capsular invasion as a sign of malignancy is currently employed in traditional histopathology routines for thyroid nodules. However, its limitations are associated with the assessment criteria for invasion, which often lead to disagreements among observers. The aim of this paper is to introduce a widefield imaging technique combined with quantitative collagen analysis to identify areas of capsular invasion in thyroid neoplasms. In this study, we introduce the application of widefield polarization-resolved second harmonic generation microscopy for imaging entire thyroid nodule sections on histological slides. We employ a cylindrical collagen model to extract parameters associated with the ultrastructure and orientation of collagen within the entire capsule of the thyroid nodule. We showcase the effectiveness of these parameters in distinguishing between areas of nodule capsule invasion and unaffected regions of the capsule through statistical analysis of individual parameters and employing a machine learning technique that involves generating maps via cluster analysis. Our results suggest that quantitative analysis facilitated by polarization-resolved widefield second harmonic generation microscopy could prove beneficial for the automated evaluation of capsular invasion sites in thyroid pathology.
肿瘤包膜侵犯作为恶性肿瘤的一个标志,目前在甲状腺结节的传统组织病理学常规检查中使用。然而,其局限性与侵犯的评估标准有关,这常常导致观察者之间的分歧。本文的目的是介绍一种结合定量胶原分析的宽场成像技术,以识别甲状腺肿瘤中的包膜侵犯区域。在本研究中,我们介绍了宽场偏振分辨二次谐波生成显微镜在组织学载玻片上对整个甲状腺结节切片进行成像的应用。我们采用圆柱形胶原模型来提取与甲状腺结节整个包膜内胶原的超微结构和取向相关的参数。通过对各个参数的统计分析以及采用一种通过聚类分析生成图谱的机器学习技术,我们展示了这些参数在区分结节包膜侵犯区域和包膜未受影响区域方面的有效性。我们的结果表明,偏振分辨宽场二次谐波生成显微镜促进的定量分析可能对甲状腺病理学中包膜侵犯部位的自动评估有益。