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基于粪便挥发性有机化合物的结直肠肿瘤的早期检测和随访。

Early detection and follow-up of colorectal neoplasia based on faecal volatile organic compounds.

机构信息

Department of Gastroenterology and Hepatology, AG&M Research Institute, Vrije Universiteit Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands.

School of Engineering, University of Warwick, Coventry, UK.

出版信息

Colorectal Dis. 2020 Sep;22(9):1119-1129. doi: 10.1111/codi.15009. Epub 2020 Mar 8.

Abstract

AIM

Early detection and removal of colorectal cancer (CRC) and advanced adenomas (AAs) decreases the incidence of and mortality from the disease. We aimed to evaluate the potential of faecal volatile organic compounds (VOCs) for detection and follow-up of colorectal adenoma using advanced electronic nose technology.

METHOD

This was a prospective multi-centre case-control cohort including two district hospitals and one tertiary referral hospital. Patients undergoing colonoscopy were instructed to collect a faecal sample prior to bowel cleansing and were included in the study when CRC, AAs, large adenomas (LAs; 0.5-1.0 cm), small adenomas (SAs; 0.1-0.5 cm) or no endoscopic abnormalities (controls) were observed. Patients undergoing polypectomy and controls were asked for a second sample after 3 months. Faecal VOCs were measured with gas chromatography-ion mobility spectrometry. Random forest, support vector machine, Gaussian process and neural net classification were used to evaluate accuracy.

RESULTS

In total, 14 patients with CRC, 64 with AAs, 69 with LAs, 127 with SAs and 227 controls were included. A second sample was collected from 32 polypectomy patients and 32 controls. Faecal VOCs discriminated CRC and adenomas from control [AUC (95% CI): CRC vs control 0.96 (0.89-1); AA vs control 0.96 (0.93-1); LA vs control 0.96 (0.92-0.99); SA vs control 0.96 (0.94-0.99)]. There were no significant differences between CRC and adenoma groups. Patients with adenomas and controls were discriminated prior to polypectomy, whereas 3 months after polypectomy VOC profiles were similar [T0 adenoma vs control 0.98 (0.95-1); T1 adenoma vs control 0.55 (0.40-0.69)].

CONCLUSIONS

Faecal VOC profiles may be useful for early detection of CRC and adenomas and the timing of polyp surveillance as polypectomy led to a normalization of the VOC profile.

摘要

目的

早期发现和切除结直肠癌(CRC)和高级腺瘤(AA)可降低疾病的发病率和死亡率。我们旨在评估粪便挥发性有机化合物(VOCs)在使用先进电子鼻技术检测和随访结直肠腺瘤中的潜力。

方法

这是一项前瞻性多中心病例对照队列研究,包括两家地区医院和一家三级转诊医院。接受结肠镜检查的患者被指示在肠道清洁前采集粪便样本,并在观察到 CRC、AA、大腺瘤(LA;0.5-1.0cm)、小腺瘤(SA;0.1-0.5cm)或无内镜异常(对照组)时纳入研究。接受息肉切除术的患者和对照组被要求在 3 个月后采集第二份样本。使用气相色谱-离子迁移谱法测量粪便 VOCs。随机森林、支持向量机、高斯过程和神经网络分类用于评估准确性。

结果

共纳入 14 例 CRC 患者、64 例 AA 患者、69 例 LA 患者、127 例 SA 患者和 227 例对照组。32 例息肉切除术患者和 32 例对照组采集了第二份样本。粪便 VOCs 可区分 CRC 和腺瘤与对照组[AUC(95%CI):CRC 与对照组 0.96(0.89-1);AA 与对照组 0.96(0.93-1);LA 与对照组 0.96(0.92-0.99);SA 与对照组 0.96(0.94-0.99)]。CRC 和腺瘤组之间无显著差异。在息肉切除术前可区分腺瘤患者和对照组,而息肉切除术后 3 个月时 VOC 谱相似[T0 腺瘤与对照组 0.98(0.95-1);T1 腺瘤与对照组 0.55(0.40-0.69)]。

结论

粪便 VOC 谱可能有助于早期发现 CRC 和腺瘤,并确定息肉监测的时间,因为息肉切除术导致 VOC 谱正常化。

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