Noninvasive Electrical Impedance Tomography for the Monitoring and the Quantification of Tissue Temperature During Liver Cancer Hyperthermia

热疗 电阻抗断层成像 生物医学工程 肝细胞癌 材料科学 热电偶 温度测量 热疗 射频消融术 电阻抗 肝癌 烧蚀 断层摄影术 热烧蚀 发热 热导率 体内 医学 电极 肝肿瘤 放射科 核医学
作者
Yitong Guo,Shujia Peng,Junyao Li,Ruteng Song,Mingxu Zhu,Wenjing Zhu,Yu Wang,Qiang Ma,Zhenyu Ji,Xuetao Shi
出处
期刊:IEEE Transactions on Instrumentation and Measurement [Institute of Electrical and Electronics Engineers]
卷期号:74: 1-12
标识
DOI:10.1109/tim.2025.3643002
摘要

Accurate non-invasive temperature monitoring during liver tumor hyperthermia remains a significant clinical challenge. This study evaluates the use of electrical impedance tomography (EIT) for quantitative temperature mapping in hepatic thermal therapy by incorporating tissue-specific electrophysiological properties. Based on prior characterization of temperature-dependent electrical conductivity (30–90°C, 1 Hz–1 MHz) in murine hepatocellular carcinoma (HCC) models, computational simulations were developed to demonstrate EIT reconstructed value-temperature correlations. In vivo validation was conducted using orthotopic HCC mice subjected to infrared laser heating (n=6) and radiofrequency ablation (RFA) (n=4), with thermal changes monitored via a custom 16-electrode EIT system operating at 10 kHz. A novel 3D-printed scaffold ensured stable electrode placement on the abdominal surface. Region-of-interest analysis defined tumor, heat affected liver, and distal liver zones. Results revealed strong linear correlations (R²=0.88– 0.93, p<0.0001) between EIT-reconstructed values and thermocouple measured temperatures through tissue-specific temperature-dependent impedance functions. EIT accurately localized thermal lesions and visualized the spatiotemporal evolution of temperature during ablation, with quantification errors of ≤2.8°C (tumor tissue), ≤3.6°C (heated liver tissue), and ≤4.5°C (distal liver tissue), as histologically confirmed. We believe that the technology holds significant potential for improving treatment efficacy in HCC hyperthermia protocols through non-invasive temperature quantification.
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