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使用包含形态变异的虚拟组织构建体来评估在手术期间使用电阻抗光谱法区分甲状腺和甲状旁腺组织的潜力。

The Use of Virtual Tissue Constructs That Include Morphological Variability to Assess the Potential of Electrical Impedance Spectroscopy to Differentiate between Thyroid and Parathyroid Tissues during Surgery.

机构信息

Department of Computer Science, University of Sheffield, Sheffield S1 4DP, UK.

Insigneo Institute for In Silico Medicine, Sheffield S1 3JD, UK.

出版信息

Sensors (Basel). 2024 Mar 29;24(7):2198. doi: 10.3390/s24072198.

DOI:10.3390/s24072198
PMID:38610409
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11014196/
Abstract

Electrical impedance spectroscopy (EIS) has been proposed as a promising noninvasive method to differentiate healthy thyroid from parathyroid tissues during thyroidectomy. However, previously reported similarities in the in vivo measured spectra of these tissues during a pilot study suggest that this separation may not be straightforward. We utilise computational modelling as a method to elucidate the distinguishing characteristics in the EIS signal and explore the features of the tissue that contribute to the observed electrical behaviour. Firstly, multiscale finite element models (or 'virtual tissue constructs') of thyroid and parathyroid tissues were developed and verified against in vivo tissue measurements. A global sensitivity analysis was performed to investigate the impact of physiological micro-, meso- and macroscale tissue morphological features of both tissue types on the computed macroscale EIS spectra and explore the separability of the two tissue types. Our results suggest that the presence of a surface fascia layer could obstruct tissue differentiation, but an analysis of the separability of simulated spectra without the surface fascia layer suggests that differentiation of the two tissue types should be possible if this layer is completely removed by the surgeon. Comprehensive in vivo measurements are required to fully determine the potential for EIS as a method in distinguishing between thyroid and parathyroid tissues.

摘要

电化学阻抗谱(EIS)已被提议作为一种有前途的非侵入性方法,用于在甲状腺切除术中区分健康的甲状腺和甲状旁腺组织。然而,之前在一项试点研究中报告的这些组织在体内测量的光谱相似性表明,这种分离可能并不简单。我们利用计算建模作为一种方法来阐明 EIS 信号中的区别特征,并探索导致观察到的电行为的组织特征。首先,开发了甲状腺和甲状旁腺组织的多尺度有限元模型(或“虚拟组织构建体”),并针对体内组织测量进行了验证。进行了全局敏感性分析,以研究两种组织类型的生理微观、中观和宏观组织形态特征对计算的宏观 EIS 光谱的影响,并探索两种组织类型的可分离性。我们的结果表明,表面筋膜层的存在可能会阻碍组织分化,但对没有表面筋膜层的模拟光谱的可分离性进行分析表明,如果外科医生完全切除该层,两种组织类型的分化应该是可能的。需要进行全面的体内测量,以充分确定 EIS 作为区分甲状腺和甲状旁腺组织的方法的潜力。

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本文引用的文献

1
Multiscale Model Development for Electrical Properties of Thyroid and Parathyroid Tissues.甲状腺和甲状旁腺组织电学特性的多尺度模型开发
IEEE Open J Eng Med Biol. 2023 May 11;5:661-669. doi: 10.1109/OJEMB.2023.3275536. eCollection 2024.
2
Bioelectrical impedance spectroscopy can assist to identify the parathyroid gland during thyroid surgery.生物电阻抗频谱分析有助于在甲状腺手术中识别甲状旁腺。
Front Endocrinol (Lausanne). 2022 Sep 15;13:963520. doi: 10.3389/fendo.2022.963520. eCollection 2022.
3
Using machine learning algorithms to enhance the diagnostic performance of electrical impedance myography.
利用机器学习算法提高电阻抗肌图的诊断性能。
Muscle Nerve. 2022 Sep;66(3):354-361. doi: 10.1002/mus.27664. Epub 2022 Jul 12.
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Global Sensitivity Analysis of Four Chamber Heart Hemodynamics Using Surrogate Models.基于代理模型的四腔心心脏血液动力学全局敏感性分析。
IEEE Trans Biomed Eng. 2022 Oct;69(10):3216-3223. doi: 10.1109/TBME.2022.3163428. Epub 2022 Sep 19.
5
Cervical Cancer Prognosis and Diagnosis Using Electrical Impedance Spectroscopy.使用电阻抗光谱法进行宫颈癌的预后评估与诊断
J Electr Bioimpedance. 2021 Dec 27;12(1):153-162. doi: 10.2478/joeb-2021-0018. eCollection 2021 Jan.
6
Skin hydration dynamics investigated by electrical impedance techniques in vivo and in vitro.通过体内和体外电阻抗技术研究皮肤水合动力学。
Sci Rep. 2020 Oct 14;10(1):17218. doi: 10.1038/s41598-020-73684-y.
7
Correlation Between the Parathyroid Glands Size and Parathormones Value in Patients with Hyperparathyroidism.甲状旁腺功能亢进患者甲状旁腺大小与甲状旁腺激素值之间的相关性
Med Arch. 2019 Aug;73(4):249-252. doi: 10.5455/medarh.2019.73.249-252.
8
Use of Electrical Impedance Spectroscopy for Intraoperative Tissue Differentiation During Thyroid and Parathyroid Surgery.应用电阻抗谱技术于甲状腺和甲状旁腺手术中的术中组织鉴别。
World J Surg. 2020 Feb;44(2):479-485. doi: 10.1007/s00268-019-05169-7.
9
Intraoperative real-time localization of parathyroid gland with near infrared fluorescence imaging.近红外荧光成像技术在甲状旁腺术中实时定位的应用
Gland Surg. 2017 Oct;6(5):516-524. doi: 10.21037/gs.2017.05.08.
10
Intraoperative Identification of the Parathyroid Gland with a Fluorescence Detection System.使用荧光检测系统在术中识别甲状旁腺
World J Surg. 2017 Jun;41(6):1506-1512. doi: 10.1007/s00268-017-3903-0.