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通过穆勒矩阵成像揭示的良性和恶性前列腺组织的光学各向异性成分

Optical anisotropy composition of benign and malignant prostate tissues revealed by Mueller-matrix imaging.

作者信息

Sieryi Oleksii, Ushenko Yuriy, Ushenko Volodimir, Dubolazov Olexander, Syvokorovskaya Anastasia V, Vanchulyak Oleh, Ushenko Alexander G, Gorsky Mykhailo, Tomka Yuriy, Bykov Alexander, Yan Wenjun, Meglinski Igor

机构信息

Optoelectronics and Measurement Techniques, University of Oulu, Oulu, Finland.

Optics and Publishing Department, Chernivtsi National University, Chernivtsi, Ukraine.

出版信息

Biomed Opt Express. 2022 Oct 25;13(11):6019-6034. doi: 10.1364/BOE.464420. eCollection 2022 Nov 1.

DOI:10.1364/BOE.464420
PMID:36733722
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9872883/
Abstract

A Mueller matrix imaging approach is employed to disclose the three-dimensional composition framework of optical anisotropy within cancerous biotissues. Visualized by the Mueller matrix technique spatial architecture of optical anisotropy of tissues is characterised by high-order statistical moments. Thus, quantitative analysis of the spatial distribution of optical anisotropy, such as linear and circular birefringence and dichroism, is revealed by using high-order statistical moments, enabling definitively discriminate prostate adenoma and carcinoma. The developed approach provides greater (>90%) accuracy of diagnostic achieved by using either the 3-rd or 4-th order statistical moments of the linear anisotropy parameters. Noticeable difference is observed between prostate adenoma and carcinoma tissue samples in terms of the extinction coefficient and the degree of depolarisation. Juxtaposition to other optical diagnostic modalities demonstrates the greater accuracy of the approach described herein, paving the way for its wider application in cancer diagnosis and tissue characterization.

摘要

采用穆勒矩阵成像方法来揭示癌性生物组织内光学各向异性的三维组成框架。通过穆勒矩阵技术可视化的组织光学各向异性的空间结构由高阶统计矩表征。因此,利用高阶统计矩可以揭示光学各向异性空间分布的定量分析,如线性和圆双折射及二向色性,从而能够明确区分前列腺腺瘤和癌。所开发的方法通过使用线性各向异性参数的三阶或四阶统计矩实现了更高(>90%)的诊断准确性。在消光系数和去极化程度方面,前列腺腺瘤和癌组织样本之间存在明显差异。与其他光学诊断方式相比,本文所述方法具有更高的准确性,为其在癌症诊断和组织表征中的更广泛应用铺平了道路。

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本文引用的文献

1
Combined Mueller matrix imaging and artificial intelligence classification framework for Hepatitis B detection.基于 Mueller 矩阵成像和人工智能分类框架的乙型肝炎检测。
J Biomed Opt. 2022 Jul;27(7):075002. doi: 10.1117/1.JBO.27.7.075002. Epub 2022 Jul 26.
2
3D Mueller matrix mapping of layered distributions of depolarisation degree for analysis of prostate adenoma and carcinoma diffuse tissues.3D Mueller 矩阵映射对前列腺腺瘤和癌弥散组织去偏振度的层状分布进行分析。
Sci Rep. 2021 Mar 4;11(1):5162. doi: 10.1038/s41598-021-83986-4.
3
Embossed topographic depolarisation maps of biological tissues with different morphological structures.
用于胰腺组织特征分析的穆勒矩阵偏振术。
Sci Rep. 2023 Sep 29;13(1):16417. doi: 10.1038/s41598-023-43195-7.
4
Mueller-matrix imaging polarimetry elevated by wavelet decomposition and polarization-singular processing for analysis of specific cancerous tissue pathology.基于小波分解和偏振奇异处理的 Mueller 矩阵像偏光测量在特定癌变组织病理分析中的应用。
J Biomed Opt. 2023 Oct;28(10):102903. doi: 10.1117/1.JBO.28.10.102903. Epub 2023 Jul 8.
具有不同形态结构的生物组织的浮雕地形去极化图。
Sci Rep. 2021 Feb 16;11(1):3871. doi: 10.1038/s41598-021-83017-2.
4
Differential Mueller matrix imaging of partially depolarizing optically anisotropic biological tissues.部分去偏光各向异性生物组织的差动 Mueller 矩阵成像。
Lasers Med Sci. 2020 Jun;35(4):877-891. doi: 10.1007/s10103-019-02878-2. Epub 2019 Nov 20.
5
Benefits of Supplemental Ultrasonography With Mammography.
JAMA Intern Med. 2019 Aug 1;179(8):1150. doi: 10.1001/jamainternmed.2019.2379.
6
Distinguishing Tumor from Associated Fibrosis to Increase Diagnostic Biopsy Yield with Polarization-Sensitive Optical Coherence Tomography.偏振敏感光学相干断层扫描鉴别肿瘤与相关纤维化为提高诊断性活检的组织获取率。
Clin Cancer Res. 2019 Sep 1;25(17):5242-5249. doi: 10.1158/1078-0432.CCR-19-0566. Epub 2019 Jun 7.
7
Mueller-matrix-based polarization imaging and quantitative assessment of optically anisotropic polycrystalline networks.基于 Mueller 矩阵的偏振成像及各向异性多晶网络的定量评估。
PLoS One. 2019 May 16;14(5):e0214494. doi: 10.1371/journal.pone.0214494. eCollection 2019.
8
Diagnosis of prostate cancer.前列腺癌的诊断。
Asian J Urol. 2019 Apr;6(2):129-136. doi: 10.1016/j.ajur.2018.11.007. Epub 2019 Feb 14.
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