Colorectal cancer and adenoma screening using urinary volatile organic compound (VOC) detection: early results from a single-centre bowel screening population (UK BCSP)

被引:51
|
作者
Mozdiak, E. [1 ]
Wicaksono, A. N. [2 ]
Covington, J. A. [2 ]
Arasaradnam, R. P. [1 ]
机构
[1] Univ Hosp Coventry & Warwickshire, Coventry, W Midlands, England
[2] Univ Warwick, Sch Engn, Coventry, W Midlands, England
关键词
Colorectal cancer; Bowel cancer screening; Volatile organic compounds; Urinary biomarkers; ELECTRONIC NOSE; FOLLOW-UP; BIOMARKERS; RISK; SPECTROMETRY; PREVENTION; POLYP;
D O I
10.1007/s10151-019-01963-6
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
BackgroundThe United Kingdom (UK) bowel cancer screening programme has reduced mortality from colorectal cancer (CRC), but poor uptake with stool-based tests and lack of specificity of faecal occult blood testing (FOBT), has prompted investigation for a more suitable screening test. The aim of this study was to investigate the feasibility of a urinary volatile organic compounds (VOC)-based screening tool for CRC.MethodsThe urine from FOBT-positive patients was analysed using field asymmetric ion mobility spectrometry (FAIMS) and gas chromatography coupled with ion mobility spectrometry (GC-IMS). Data were analysed using a machine learning algorithm to calculate the test accuracy for correct classification of CRC against adenomas and other gastrointestinal pathology.ResultsOne hundred and sixty-three patients were enrolled in the study. Test accuracy was high for differentiating CRC from control: area under the curve (AUC) 0.98 (95% CI 0.93-1) and 0.82 (95% CI 0.67-0.97) using FAIMS and GC-IMS respectively. Correct classification of CRC from adenoma was high with AUC range 0.83-0.92 (95% CI 0.43-1.0). Classification of adenoma from control was poor with AUC range 0.54-0.61 (95% CI 0.47-0.75) using both analytical modalities.ConclusionsCRC was correctly distinguished from adenomas or no bowel pathology using urinary VOC markers, within the bowel screening population. This pilot study demonstrates the potential of this method for CRC detection, with higher test uptake and superior sensitivity than FOBT. In addition, this is the first application of GC-IMS in CRC detection which has shown high test accuracy and usability.
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页码:343 / 351
页数:9
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