Comparison of GC-MS, HPLC-MS and SIFT-MS in conjunction with multivariate classification for the diagnosis of Crohn's disease in urine

被引:11
作者
Cauchi, M. [1 ]
Fowler, D. P. [2 ]
Walton, C. [2 ]
Turner, C. [3 ]
Waring, R. H. [4 ]
Ramsden, D. B. [4 ]
Hunter, J. O. [5 ]
Teale, P. [6 ]
Cole, J. A. [4 ]
Bessant, C. [7 ]
机构
[1] Cranfield Univ, SATM, Cranfield MK43 0AL, Beds, England
[2] Cranfield Univ, SEEA, Cranfield MK43 0AL, Beds, England
[3] Open Univ, Dept Life Hlth & Chem Sci, Milton Keynes MK7 6AA, Bucks, England
[4] Univ Birmingham, Sch Biosci, Birmingham B15 2TT, W Midlands, England
[5] Addenbrookes Hosp, Gastroenterol Res Unit, Cambridge CB2 0QQ, England
[6] LGC Ltd, Fordham CB7 5WW, Cambs, England
[7] Queen Mary Univ London, Sch Biol & Chem Sci, London E1 4NS, England
基金
英国惠康基金;
关键词
INFLAMMATORY-BOWEL-DISEASE; ION FLOW TUBE; TRACE GAS-ANALYSIS; VOLATILE ORGANIC-COMPOUNDS; PARTIAL LEAST-SQUARES; MASS-SPECTROMETRY; GASTROINTESTINAL-DISEASES; CHROMATOGRAPHIC DATA; METABOLOMICS; METABONOMICS;
D O I
10.1039/c5ay01322d
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The developed world has seen an alarming increase in the incidence of gastrointestinal diseases, among the most common of which is Crohn's disease (CD) in the young. The current "gold standard" techniques for diagnosis are often costly, time consuming, inefficient, invasive, and offer poor sensitivities and specificities. This paper compares the performances of three hyphenated instrumental techniques that have been suggested as rapid methods for the non-invasive diagnosis of CD from urine. These techniques are gas chromatography-mass spectrometry (GC-MS), high performance liquid chromatography-mass spectrometry (HPLC-MS) and selected ion flow tube mass spectrometry (SIFT-MS). Each of these techniques is followed by multivariate classification to provide a diagnosis based on the acquired data. The most promising results for potentially diagnosing CD was via HPLC-MS. An overall classification accuracy of 73% (74% specificity; 73% sensitivity) was achieved for differentiating CD from healthy controls, statistically significant at 95% confidence.
引用
收藏
页码:8379 / 8385
页数:7
相关论文
共 58 条
[1]   SELECTED ION FLOW TUBE (SIFT) - TECHNIQUE FOR STUDYING ION-NEUTRAL REACTIONS [J].
ADAMS, NG ;
SMITH, D .
INTERNATIONAL JOURNAL OF MASS SPECTROMETRY AND ION PROCESSES, 1976, 21 (3-4) :349-359
[2]   Applications of Proteomics in the Study of Inflammatory Bowel Diseases: Current Status and Future Directions with Available Technologies [J].
Alex, Philip ;
Gucek, Marjan ;
Li, Xuhang .
INFLAMMATORY BOWEL DISEASES, 2009, 15 (04) :616-629
[3]   Gastroenterology services in the UK. The burden of disease, and the organisation and delivery of services for gastrointestinal and liver disorders: a review of the evidence [J].
Ali, Faiz ;
Cheung, Wai-Yee ;
Cohen, David ;
Demery, Gaynor ;
Edwards, Adrian ;
Greer, Margot ;
Hellier, Mike ;
Hutchings, Hayley ;
Ip, Barry ;
Longo, Mirella ;
Roberts, Stephen ;
Russell, Ian ;
Snooks, Helen ;
Williams, John ;
Williams, Judy ;
Croft, Giles ;
Frayling, Ian ;
McGough, Norma ;
McIntyre, Alistair ;
Valori, Roland ;
Williams, Anne ;
Driscoll, Richard .
GUT, 2007, 56 :1-113
[4]   Enzymes in feces: Useful markers of chronic inflammatory bowel disease [J].
Angriman, Imerio ;
Scarpa, Marco ;
D'Inca, Renata ;
Basso, Daniela ;
Ruffolo, Cesare ;
Polese, Lino ;
Sturniolo, Giacomo C. ;
D'Amico, Davide F. ;
Plebani, Mario .
CLINICA CHIMICA ACTA, 2007, 381 (01) :63-68
[5]  
[Anonymous], 2009, CHEMOMETRICS PATTERN
[6]  
[Anonymous], 2005, Health cares. net
[7]   Partial least squares for discrimination [J].
Barker, M ;
Rayens, W .
JOURNAL OF CHEMOMETRICS, 2003, 17 (03) :166-173
[8]   Acute and "chronic" phase reaction - a mother of disease [J].
Bengmark, S .
CLINICAL NUTRITION, 2004, 23 (06) :1256-1266
[9]  
Campbell M.J., 1999, Medical statistics: A common sense approach, V3rd
[10]   Application of gas chromatography mass spectrometry (GC-MS) in conjunction with multivariate classification for the diagnosis of gastrointestinal diseases [J].
Cauchi, Michael ;
Fowler, Dawn P. ;
Walton, Christopher ;
Turner, Claire ;
Jia, Wenjing ;
Whitehead, Rebekah N. ;
Griffiths, Lesley ;
Dawson, Claire ;
Bai, Hao ;
Waring, Rosemary H. ;
Ramsden, David B. ;
Hunter, John O. ;
Cole, Jeffrey A. ;
Bessant, Conrad .
METABOLOMICS, 2014, 10 (06) :1113-1120