Application of a Novel Tool for Diagnosing Bile Acid Diarrhoea

被引:72
作者
Covington, James A. [1 ]
Westenbrink, Eric W. [1 ]
Ouaret, Nathalie [1 ]
Harbord, Ruth [2 ]
Bailey, Catherine [3 ]
O'Connell, Nicola [3 ]
Cullis, James [4 ]
Williams, Nigel [4 ]
Nwokolo, Chuka U. [3 ]
Bardhan, Karna D. [5 ,6 ]
Arasaradnam, Ramesh P. [3 ,6 ]
机构
[1] Univ Warwick, Sch Engn, Coventry CV4 7AL, W Midlands, England
[2] Univ Warwick, MOAC Doctoral Training Ctr, Coventry CV4 7AL, W Midlands, England
[3] Univ Hosp Coventry & Warwickshire, Dept Gastroenterol, Coventry CV2 2DX, W Midlands, England
[4] Univ Hosp Coventry & Warwickshire, Dept Nucl Med, Coventry CV2 2DX, W Midlands, England
[5] Rotherham Gen Hosp, Dept Gastroenterol, Rotherham S60 2UD, S Yorkshire, England
[6] Univ Warwick, Clin Sci Res Inst, Coventry CV2 2DX, W Midlands, England
关键词
electronic nose; FAIMS; bile acid diarrhea (BAD); bile acid malabsoprtion (BAM); fermentome; ELECTRONIC E-NOSE; FERMENTONOMICS; INSIGHTS; DISEASE;
D O I
10.3390/s130911899
中图分类号
O65 [分析化学];
学科分类号
070302 [分析化学];
摘要
Bile acid diarrhoea (BAD) is a common disease that requires expensive imaging to diagnose. We have tested the efficacy of a new method to identify BAD, based on the detection of differences in volatile organic compounds (VOC) in urine headspace of BAD vs. ulcerative colitis and healthy controls. A total of 110 patients were recruited; 23 with BAD, 42 with ulcerative colitis (UC) and 45 controls. Patients with BAD also received standard imaging (Se75HCAT) for confirmation. Urine samples were collected and the headspace analysed using an AlphaMOS Fox 4000 electronic nose in combination with an Owlstone Lonestar Field Asymmetric Ion Mobility Spectrometer (FAIMS). A subset was also tested by gas chromatography, mass spectrometry (GCMS). Linear Discriminant Analysis (LDA) was used to explore both the electronic nose and FAIMS data. LDA showed statistical differences between the groups, with reclassification success rates (using an n-1 approach) at typically 83%. GCMS experiments confirmed these results and showed that patients with BAD had two chemical compounds, 2-propanol and acetamide, that were either not present or were in much reduced quantities in the ulcerative colitis and control samples. We believe that this work may lead to a new tool to diagnose BAD, which is cheaper, quicker and easier that current methods.
引用
收藏
页码:11899 / 11912
页数:14
相关论文
共 13 条
[1]
Evaluation of gut bacterial populations using an electronic e-nose and field asymmetric ion mobility spectrometry: Further insights into 'fermentonomics' [J].
Arasaradnam, R.P. ;
Ouaret, N. ;
Thomas, M.G. ;
Gold, P. ;
Quraishi, M.N. ;
Nwokolo, C.U. ;
Bardhan, K.D. ;
Covington, J.A. .
Journal of Medical Engineering and Technology, 2012, 36 (07) :333-337
[2]
Insights into 'fermentonomics': Evaluation of volatile organic compounds (VOCs) in human disease using an electronic 'e-nose' [J].
Arasaradnam R.P. ;
Quraishi N. ;
Kyrou I. ;
Nwokolo C.U. ;
Joseph M. ;
Kumar S. ;
Bardhan K.D. ;
Covington J.A. .
Journal of Medical Engineering and Technology, 2011, 35 (02) :87-91
[3]
Colonic fermentation - More than meets the nose [J].
Arasaradnam, R. P. ;
Pharaoh, M. W. ;
Williams, G. J. ;
Nwokolo, C. U. ;
Bardhan, K. D. ;
Kumar, S. .
MEDICAL HYPOTHESES, 2009, 73 (05) :753-756
[4]
Arasaradnam R. P., 2010, BIOACTIVE FOODS EXTR, P427
[5]
A Novel Tool for Noninvasive Diagnosis and Tracking of Patients with Inflammatory Bowel Disease [J].
Arasaradnam, Ramesh P. ;
Ouaret, Nathalie ;
Thomas, Matthew G. ;
Quraishi, Nabil ;
Heatherington, Evelyn ;
Nwokolo, Chuka U. ;
Bardhan, Karna D. ;
Covington, James A. .
INFLAMMATORY BOWEL DISEASES, 2013, 19 (05) :999-1003
[6]
The Detection of Patients at Risk of Gastrointestinal Toxicity during Pelvic Radiotherapy by Electronic Nose and FAIMS: A Pilot Study [J].
Covington, James A. ;
Wedlake, Linda ;
Andreyev, Jervoise ;
Ouaret, Nathalie ;
Thomas, Matthew G. ;
Nwokolo, Chuka U. ;
Bardhan, Karna D. ;
Arasaradnam, Ramesh P. .
SENSORS, 2012, 12 (10) :13002-13018
[7]
Fauci A.S., 1998, HARRISONS PRINCIPLES
[8]
The prediction of bacteria type and culture growth phase by an electronic nose with a multi-layer perceptron network [J].
Gardner, JW ;
Craven, M ;
Dow, C ;
Hines, EL .
MEASUREMENT SCIENCE AND TECHNOLOGY, 1998, 9 (01) :120-127
[9]
Rapid and noninvasive metabonomic characterization of inflammatory bowel disease [J].
Marchesi, Julian R. ;
Holmes, Elaine ;
Khan, Fatima ;
Kochhar, Sunil ;
Scanlan, Pauline ;
Shanahan, Fergus ;
Wilson, Ian D. ;
Wang, Yulan .
JOURNAL OF PROTEOME RESEARCH, 2007, 6 (02) :546-551
[10]
Smith MI, 2000, J ROY COLL PHYS LOND, V34, P448