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Clinical Validation Results of an Innovative Non-Invasive Device for Colorectal Cancer Preventive Screening through Fecal Exhalation Analysis

机译:通过粪便呼气分析对结肠直肠癌进行预防性筛查的新型无创器械的临床验证结果

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摘要

Screening is recommended to reduce both incidence and mortality of colorectal cancer. Currently, many countries employ fecal occult blood test (FOBT). In Emilia-Romagna (Italy), since 2005, FOBT immunochemical version (FIT) is performed every two years on people aged between 50 and 69 years. A colonoscopy is then carried out on those who are FIT positive. However, FIT shows approximately 65% false positives (non-tumoral bleedings), leading to many negative colonoscopies. The use of an economic and easy-to-use method to check FOBT-positives will improve screening effectiveness, reducing costs to the national health service. This work illustrates the results of a three-year clinical validation protocol (started in 2016) of a patented device composed of a core of nanostructured gas sensors. This device was designed to identify CRC presence by fecal volatile compounds, with a non-invasive, in vitro and low-cost analysis. Feces are, in fact, affected by tumor-volatile biomarkers, produced by cellular peroxidation and metabolic alterations. The protocol consisted in the analysis of fecal samples of FIT-positive subjects, using colonoscopy as a gold standard. A total of 398 samples were analyzed with machine learning techniques, leading to a sensitivity and specificity of 84.1% and 82.4%, respectively, and a positive predictive value of 72% (25–35% for FIT).
机译:建议进行筛查以降低结直肠癌的发病率和死亡率。当前,许多国家使用粪便潜血测试(FOBT)。自2005年以来,在意大利艾米利亚—罗马涅(Emilia-Romagna),每两年对50至69岁的人群进行FOBT免疫化学法(FIT)。然后对FIT阳性的患者进行结肠镜检查。但是,FIT显示大约65%的假阳性(非肿瘤性出血),导致许多阴性结肠镜检查。使用经济且易于使用的方法检查FOBT阳性将提高筛查效果,降低国家卫生服务的成本。这项工作说明了一项由纳米结构气体传感器核心组成的专利设备的三年临床验证协议(于2016年开始)的结果。该设备旨在通过粪便中的挥发性化合物进行无创,体外和低成本分析,从而确定CRC的存在。事实上,粪便受细胞过氧化和代谢改变产生的肿瘤挥发性生物标志物的影响。该方案包括使用结肠镜检查作为金标准分析FIT阳性受试者的粪便样品。使用机器学习技术对总共398个样本进行了分析,灵敏度和特异性分别为84.1%和82.4%,阳性预测值为72%(FIT为25-35%)。

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