使用便携式呼气分析仪通过呼气测试诊断大肠癌--初步数据

A. Picciariello, A. Dezi, L. Vincenti, M. Spampinato, Wenzhe Zang, Pamela Riahi, Jared Scott, Ruchi Sharma, Xudong Fan, D. Altomare
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摘要

迄今为止,现有的结直肠癌(CRC)筛查方法存在可靠性差、患者依从性低等问题。呼出气体中挥发性有机化合物 (VOC) 模式的改变被认为是一种非侵入性的潜在诊断工具,可用于区分 CRC 患者和健康对照组 (HC)。本研究的目的是评估一种包含微型气相色谱仪的创新型便携式设备的可靠性,该设备可通过分析患者呼出的气体实现快速的现场 CRC 诊断。在这项前瞻性试验中,研究人员在一家三级结直肠外科转诊中心收集呼气样本,并由生物医学工程部对色谱图进行分析。CRC 和 HC 患者的呼气经 Nafion 过滤器和带单向阀的口罩收集到 Tedlar 袋中。呼气样本由自动便携式气相色谱仪进行分析。通过机器学习、线性判别分析和主成分分析确定了相关的挥发性生物标记物和判别色谱峰。共纳入了 68 名受试者,其中包括 36 名经组织学证实的无转移证据的 CRC 患者和 32 名结肠镜检查阴性的 HC 患者。在对训练集(18 名 CRC 和 18 名 HC)和测试集(18 名 CRC 和 14 名 HC)进行测试后,发现基于三种 VOCs 识别 CRC 患者的总体特异性为 87.5%,灵敏度为 94.4%,准确率为 91.2%。呼吸活检可能是鉴别 CRC 患者和 HC 患者的一种很有前途的非侵入性方法。
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Colorectal Cancer Diagnosis through Breath Test Using a Portable Breath Analyzer—Preliminary Data
Screening methods available for colorectal cancer (CRC) to date are burdened by poor reliability and low patient adherence and compliance. An altered pattern of volatile organic compounds (VOCs) in exhaled breath has been proposed as a non-invasive potential diagnostic tool for distinguishing CRC patients from healthy controls (HC). The aim of this study was to evaluate the reliability of an innovative portable device containing a micro-gas chromatograph in enabling rapid, on-site CRC diagnosis through analysis of patients’ exhaled breath. In this prospective trial, breath samples were collected in a tertiary referral center of colorectal surgery, and analysis of the chromatograms was performed by the Biomedical Engineering Department. The breath of patients with CRC and HC was collected into Tedlar bags through a Nafion filter and mouthpiece with a one-way valve. The breath samples were analyzed by an automated portable gas chromatography device. Relevant volatile biomarkers and discriminant chromatographic peaks were identified through machine learning, linear discriminant analysis and principal component analysis. A total of 68 subjects, 36 patients affected by histologically proven CRC with no evidence of metastases and 32 HC with negative colonoscopies, were enrolled. After testing a training set (18 CRC and 18 HC) and a testing set (18 CRC and 14 HC), an overall specificity of 87.5%, sensitivity of 94.4% and accuracy of 91.2% in identifying CRC patients was found based on three VOCs. Breath biopsy may represent a promising non-invasive method of discriminating CRC patients from HC.
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