1H NMR Global Metabolic Phenotyping of Acute Pancreatitis in the Emergency Unit

被引:25
作者
Villasenor, Alma [1 ,2 ]
Kinross, James M. [1 ,3 ]
Li, Jia V. [1 ]
Penney, Nicholas [3 ]
Barton, Richard H. [1 ]
Nicholson, Jeremy K. [1 ]
Darzi, Ara [3 ]
Barbas, Coral [2 ]
Holmes, Elaine [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Sect Biomol Med, Div Computat & Syst Med, Dept Surg & Canc,Fac Med, London SW7 2AZ, England
[2] Univ San Pablo CEU, Ctr Metabol & Bioanal CEMBIO, Fac Pharm, Madrid 28668, Spain
[3] Univ London Imperial Coll Sci Technol & Med, Sect Biosurg & Surg Technol, Div Surg, Dept Surg & Canc,Fac Med,St Marys Hosp, London W2 1NY, England
关键词
acute pancreatitis; abdominal pain; metabonomics; NMR; patient stratification; NUCLEAR-MAGNETIC-RESONANCE; NMR-SPECTROSCOPY; METABONOMICS; ETIOLOGY; CANCER; SERUM; EPIDEMIOLOGY; VARIABILITY; MECHANISMS; SEVERITY;
D O I
10.1021/pr500161w
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
We have investigated the urinary and plasma metabolic phenotype of acute pancreatitis (AP) patients presenting to the emergency room at a single center London teaching hospital with acute abdominal pain using 1H NMR spectroscopy and multivariate modeling. Patients were allocated to either the AP (n = 15) or non-AP patients group (all other causes of abdominal pain, n = 21) on the basis of the national guidelines. Patients were assessed for three clinical outcomes: (1) diagnosis of AP, (2) etiology of AP caused by alcohol consumption and cholelithiasis, and (3) AP severity based on the Glasgow score. Samples from AP patients were characterized by high levels of urinary ketone bodies, glucose, plasma choline and lipid, and relatively low levels of urinary hippurate, creatine and plasma-branched chain amino acids. AP could be reliably identified with a high degree of sensitivity and specificity (OPLS-DA model R-2 = 0.76 and Q(2)Y = 0.59) using panel of discriminatory biomarkers consisting of guanine, hippurate and creatine (urine), and valine, alanine and lipoproteins (plasma). Metabolic phenotyping was also able to distinguish between cholelithiasis and colonic inflammation among the heterogeneous non-AP group. This work has demonstrated that combinatorial biomarkers have a strong diagnostic and prognostic potential in AP with relevance to clinical decision making in the emergency unit.
引用
收藏
页码:5362 / 5375
页数:14
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