1)南京航空航天大学机电学院,南京 210016;2)南京医科大学第一附属医院病理科,南京 210029
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国家自然科学基金(62471225,62271251)和南京航空航天大学研究生科研与实践创新计划(xcxjh20230503)资助项目。
1)College of Electrical and Mechanical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China;2)Department of Pathology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
This work was supported by grants from The National Natural Science Foundation of China (62471225, 62271251) and the Postgraduate Research & Practice Innovation Program of Nanjing University of Aeronautics and Astronautics (xcxjh20230503).
目的 癌症作为一个全球性公共卫生问题受到众多关注,早发现、早治疗是提高癌症患者生存率的关键,但由于设备成本高、检测速度慢、检测准确度差等因素影响,早期癌症筛查推广受限。因此,本文基于多频同步生物阻抗谱技术,提出了一种面向肿瘤识别的高精度高速生物阻抗谱检测方法。方法 首先,基于多频同步技术搭建一套多频同步生物阻抗谱检测系统,实现生物阻抗谱的高速检测,设计同心圆传感器减小生物组织各向异性对阻抗检测带来的影响,提高不同组织之间生物阻抗谱的区分度。其次,建立胃壁组织模型,通过仿真研究传统四电极传感器与同心圆传感器受到各向异性影响的程度。最后,通过猪肉组织检测实验和临床胃癌组织检测实验,验证使用同心圆传感器的多频同步生物阻抗谱检测系统具有更高的检测精度。结果 使用同心圆传感器时,检测结果平均重叠率(rat)为13.4%,对比传统电极的检测结果减小了41.7%,平均离散系数(CV)为7.6%,对比传统电极减小了54.0%,并且多频同步生物阻抗谱检测系统进行一次检测的时间约为20 ms,本文提出的检测方法具有较高的检测精度和检测速度。最后选取同心圆传感器对人体胃癌组织进行了临床实验,成功区分正常组织和肿瘤组织。结论 本文提出的面向肿瘤识别的高精度高速生物阻抗谱检测方法能有效减小生物组织各向异性的影响,以较高速度获得更高精度的检测结果。
Objective Cancer is a global public health issue that has attracted much attention. Detecting and treating cancer at an earlier time point is the key to improving cancer survival rates. However, due to factors such as high equipment cost, slow detection speed, and poor detection accuracy, the promotion of early cancer screening is limited. Therefore, this paper proposes a high-precision and high-speed bioimpedance spectroscopy detection method for tumor identification based on multi-frequency synchronous bioimpedance spectroscopy technology.Methods First, based on the multi-frequency synchronization technology, this paper built a multi-frequency synchronous bioimpedance spectrum detection system, realized the high-speed detection of bioimpedance spectrum, designed concentric circle sensors to reduce the influence of biological tissue anisotropy on impedance detection, and improved the discrimination of bioimpedance spectrum between different tissues. Secondly, a gastric wall tissue model was established, and the degree of anisotropy influence on traditional four-electrode sensors and concentric circle sensors was studied through simulation. Finally, through pork tissue detection experiments and clinical gastric cancer tissue detection experiments, it was verified that the multi-frequency synchronous bioimpedance spectroscopy detection system using concentric circle sensors has higher detection accuracy.Results The experimental results show that when using concentric circle sensors, the average overlap rate of detection results is 13.4%, which is 41.7% lower than that of traditional electrodes, and the average discrete coefficient (Cv) is 7.6%, which is 54.0% lower than that of traditional electrodes. The multi-frequency synchronous bioimpedance spectrum detection system takes about 20 ms to perform a detection, and the detection method proposed in this paper has higher detection accuracy and detection speed. Finally, the concentric circle electrodes were selected to conduct clinical experiments on human gastric cancer tissue, and normal tissue and tumor tissue were successfully distinguished.Conclusion The high-precision and high-speed bioimpedance spectroscopy detection method for tumor identification proposed in this paper can effectively reduce the influence of anisotropy of biological tissues and obtain higher-precision and higher-speed detection results.
王忠尉,刘凯,胡松佩,邹斌,潘敏鸿,姚佳烽.面向肿瘤识别的高精度高速生物阻抗谱检测方法研究[J].生物化学与生物物理进展,2025,52(3):772-782
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