无标签多模态电-热-机械(ETM)表型作为一种新的生物标志物来区分正常、良性和癌性乳腺活检组织。

IF 5.7 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS
Anil Vishnu G K, Gayatri Gogoi, Midhun C Kachappilly, Annapoorni Rangarajan, Hardik J Pandya
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引用次数: 0

摘要

背景:快速和无标签诊断乳腺组织恶性肿瘤的技术有可能成为常规诊断的重要辅助手段。乳腺组织的生物物理表型,如电学、热学和力学特性(ETM),有可能作为区分正常、良性和恶性组织的新标记。结果:我们报告了一种集成到半自动机电系统中的生物芯片系统(SoB),该系统可以使用电热机械传感来表征乳腺活检组织。利用微加工技术在硅上制造的SoB可以测量样品的电阻抗(Z)、导热系数(K)、机械刚度(K)和粘弹性应力松弛(%R)。生物芯片的关键传感元件包括交叉电极、电阻温度检测器、微加热器和带有压阻桥的微机械隔膜。对来自N = 14名受试者的福尔马林固定肿瘤和邻近正常乳腺活检样本进行的多模态ETM测量能够区分浸润性导管癌(恶性)、纤维腺瘤(良性)和邻近正常(健康)组织,使用高斯过程分类器的均方根误差为0.2419。三组中,癌组织的平均阻抗(110018.8±20293.8 Ω)和刚度(0.076±0.009 kNm-1)最高,热导率(0.189±0.019 Wm-1 K-1)最低,而纤维腺瘤组织在归一化负荷下松弛率最高(47.8±5.12%)。结论:这项工作提出了一种新的策略来表征乳腺活检组织的多模态生物物理表型,以帮助从小型肿瘤样本中进行癌症诊断。该方法设想补充现有的技术差距,在病理实验室分析乳腺组织样本,以帮助诊断工作流程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Label-free multimodal electro-thermo-mechanical (ETM) phenotyping as a novel biomarker to differentiate between normal, benign, and cancerous breast biopsy tissues.

Background: Technologies for quick and label-free diagnosis of malignancies from breast tissues have the potential to be a significant adjunct to routine diagnostics. The biophysical phenotypes of breast tissues, such as its electrical, thermal, and mechanical properties (ETM), have the potential to serve as novel markers to differentiate between normal, benign, and malignant tissue.

Results: We report a system-of-biochips (SoB) integrated into a semi-automated mechatronic system that can characterize breast biopsy tissues using electro-thermo-mechanical sensing. The SoB, fabricated on silicon using microfabrication techniques, can measure the electrical impedance (Z), thermal conductivity (K), mechanical stiffness (k), and viscoelastic stress relaxation (%R) of the samples. The key sensing elements of the biochips include interdigitated electrodes, resistance temperature detectors, microheaters, and a micromachined diaphragm with piezoresistive bridges. Multi-modal ETM measurements performed on formalin-fixed tumour and adjacent normal breast biopsy samples from N = 14 subjects were able to differentiate between invasive ductal carcinoma (malignant), fibroadenoma (benign), and adjacent normal (healthy) tissues with a root mean square error of 0.2419 using a Gaussian process classifier. Carcinoma tissues were observed to have the highest mean impedance (110018.8 ± 20293.8 Ω) and stiffness (0.076 ± 0.009 kNm-1) and the lowest thermal conductivity (0.189 ± 0.019 Wm-1 K-1) amongst the three groups, while the fibroadenoma samples had the highest percentage relaxation in normalized load (47.8 ± 5.12%).

Conclusions: The work presents a novel strategy to characterize the multi-modal biophysical phenotype of breast biopsy tissues to aid in cancer diagnosis from small-sized tumour samples. The methodology envisions to supplement the existing technology gap in the analysis of breast tissue samples in the pathology laboratories to aid the diagnostic workflow.

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来源期刊
Journal of Biological Engineering
Journal of Biological Engineering BIOCHEMICAL RESEARCH METHODS-BIOTECHNOLOGY & APPLIED MICROBIOLOGY
CiteScore
7.10
自引率
1.80%
发文量
32
审稿时长
17 weeks
期刊介绍: Biological engineering is an emerging discipline that encompasses engineering theory and practice connected to and derived from the science of biology, just as mechanical engineering and electrical engineering are rooted in physics and chemical engineering in chemistry. Topical areas include, but are not limited to: Synthetic biology and cellular design Biomolecular, cellular and tissue engineering Bioproduction and metabolic engineering Biosensors Ecological and environmental engineering Biological engineering education and the biodesign process As the official journal of the Institute of Biological Engineering, Journal of Biological Engineering provides a home for the continuum from biological information science, molecules and cells, product formation, wastes and remediation, and educational advances in curriculum content and pedagogy at the undergraduate and graduate-levels. Manuscripts should explore commonalities with other fields of application by providing some discussion of the broader context of the work and how it connects to other areas within the field.
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