Bogdanowicz Les, Fidaner Onur, Ceres Donato, Grycuk Alexander, Guidetti Martina, Demos David
Novascan Inc, Chicago, IL, United States.
Department of Biomedical Engineering, University of Illinois at Chicago, Chicago, IL, United States.
JMIR Biomed Eng. 2022 Feb 21;7(1):e35346. doi: 10.2196/35346.
Lung cancer is the world's leading cause of cancer deaths, and diagnosis remains challenging. Lung cancer starts as small nodules; early and accurate diagnosis allows timely surgical resection of malignant nodules while avoiding unnecessary surgery in patients with benign nodules.
The Cole relaxation frequency (CRF) is a derived electrical bioimpedance signature, which may be utilized to distinguish cancerous tissues from normal tissues.
Human testing ex vivo was conducted with NoduleScan in freshly resected lung tissue from 30 volunteer patients undergoing resection for nonsmall cell lung cancer. The CRF of the tumor and the distant normal lung tissue relative to the tumor were compared to histopathology specimens to establish a potential algorithm for point-of-care diagnosis. For animal testing in vivo, 20 mice were implanted with xenograft human lung cancer tumor cells injected subcutaneously into the right flank of each mouse. Spectral impedance measurements were taken on the tumors on live animals transcutaneously and on the tumors after euthanasia. These CRF measurements were compared to healthy mouse lung tissue. For porcine lung testing ex vivo, porcine lungs were received with the trachea. After removal of the vocal box, a ventilator was attached to pressurize the lung and simulate breathing. At different locations of the lobes, the lung's surface was cut to produce a pocket that could accommodate tumors obtained from in vivo animal testing. The tumors were placed in the subsurface of the lung, and the electrode was placed on top of the lung surface directly over the tumor but with lung tissue between the tumor and the electrode. Spectral impedance measurements were taken when the lungs were in the deflated state, inflated state, and also during the inflation-deflation process to simulate breathing.
Among 60 specimens evaluated in 30 patients, NoduleScan allowed ready discrimination in patients with clear separation of CRF in tumor and distant normal tissue with a high degree of sensitivity (97%) and specificity (87%). In the 25 xenograft small animal model specimens measured, the CRF aligns with the separation observed in the human in vivo measurements. The CRF was successfully measured of tumors implanted into ex vivo porcine lungs, and CRF measurements aligned with previous tests for pressurized and unpressurized lungs.
As previously shown in breast tissue, CRF in the range of 1kHz-10MHz was able to distinguish nonsmall cell lung cancer versus normal tissue. Further, as evidenced by in vivo small animal studies, perfused tumors have the same CRF signature as shown in breast tissue and human ex vivo testing. Inflation and deflation of the lung have no effect on the CRF signature. With additional development, CRF derived from spectral impedance measurements may permit point-of-care diagnosis guiding surgical resection.
肺癌是全球癌症死亡的主要原因,其诊断仍然具有挑战性。肺癌始于小结节;早期准确诊断可及时对恶性结节进行手术切除,同时避免对良性结节患者进行不必要的手术。
科尔弛豫频率(CRF)是一种衍生的生物电阻抗特征,可用于区分癌组织与正常组织。
对30例接受非小细胞肺癌切除术的志愿者患者新鲜切除的肺组织进行离体人体测试,使用NoduleScan。将肿瘤及相对于肿瘤的远处正常肺组织的CRF与组织病理学标本进行比较,以建立一种即时诊断的潜在算法。对于体内动物测试,将20只小鼠皮下注射异种移植人肺癌肿瘤细胞,注射到每只小鼠的右腹。对活体动物的肿瘤进行经皮光谱阻抗测量,并在安乐死后对肿瘤进行测量。将这些CRF测量结果与健康小鼠肺组织进行比较。对于离体猪肺测试,接收带有气管的猪肺。切除喉后,连接呼吸机对肺进行加压并模拟呼吸。在肺叶的不同位置,切开肺表面以形成一个可容纳从体内动物测试获得的肿瘤的腔隙。将肿瘤置于肺的亚表面,电极直接置于肿瘤上方的肺表面,但肿瘤与电极之间有肺组织。在肺处于萎陷状态、膨胀状态以及膨胀-萎陷过程中模拟呼吸时进行光谱阻抗测量。
在对30例患者评估的60个标本中,NoduleScan能够在肿瘤和远处正常组织的CRF明显分离的患者中实现轻松鉴别,具有高度的敏感性(97%)和特异性(87%)。在测量的25个异种移植小动物模型标本中,CRF与在人体体内测量中观察到的分离情况一致。成功测量了植入离体猪肺的肿瘤的CRF,并且CRF测量结果与之前对加压和未加压肺的测试结果一致。
如先前在乳腺组织中所显示的,1kHz - 10MHz范围内的CRF能够区分非小细胞肺癌与正常组织。此外,体内小动物研究表明,灌注肿瘤具有与乳腺组织和人体离体测试中所示相同的CRF特征。肺的膨胀和萎陷对CRF特征没有影响。随着进一步发展,从光谱阻抗测量得出的CRF可能允许进行指导手术切除的即时诊断。