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Clinical Chemistry 50: 1116-1117, 2004; 10.1373/clinchem.2004.034645
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(Clinical Chemistry. 2004;50:1116-1117.)
© 2004 American Association for Clinical Chemistry, Inc.


Editorial

The Clinical Chemome: A Tool for the Diagnosis and Management of Chronic Disease

John W. Baynes

Department of Chemistry and Biochemistry, Graduate Sciences Research Center, University of South Carolina, Columbia, SC 29208, Fax 803-777-7272

E-mail john.baynes{at}sc.edu

Garrod was among the first to recognize the importance of genetics as a determinant of disease. In his Croonian Lecture in 1908, he introduced the term "inborn errors of metabolism", long before the nature of genes, proteins, and enzymes was understood. Numerous recent articles in Clinical Chemistry have focused on the application of modern mass spectrometry to the analysis of metabolites in plasma or urine for diagnosis of genetic diseases resulting from defects in single enzymes or transport systems. Novel liquid chromatography–mass spectrometry (LC/MS) methodologies, supported by bioinformatics and pattern-recognition algorithms, are also being developed for "omic" analysis and diagnosis of disease, including "genomics" (genetic complement), "transcriptomics" (gene expression), "proteomics" (protein synthesis and signaling), "metabolomics" (concentrations and fluxes of cellular metabolites), and "metabonomics" (systemic profiling by analysis of biological fluids) (1).

The more common, noninfectious diseases in the modern world, such as cancer, diabetes, and cardiovascular and neurodegenerative diseases, do not fit into Garrod’s construct—that a deficiency in a single enzyme leads to a single disease entity. These and other chronic, age-related diseases are multifactorial and multigene in origin and often have a substantial nonenzymatic, nonmetabolic, chemical component. Chemical modification of proteins, often as a result of oxidative stress mediated by reactive oxygen and nitrogen species, is considered an important factor in the pathogenesis of these diseases (2). Chronic tissue damage is detectable in all of these diseases in the form of oxidized nucleotides and amino acids as well as in the form of chemical modifications of proteins by products of oxidation of sugars and lipids, known respectively as advanced glycoxidation and lipoxidation end-products (AGE/ALEs) (3). These compounds accumulate in tissues and on plasma proteins and are excreted in urine as a result of normal turnover processes. The complement of nonenzymatic, chemical modifications of biomolecules in the body constitutes the "chemome", and the analysis of these nonenzymatic products, such as glycohemoglobin, isoprostanes, malondialdehyde, nitro- and ortho-tyrosine, and AGE/ALEs, can provide a unique insight into health, disease, risk for disease, and response to therapy. Changes in constituents of the chemome also appear with age; some modified amino acids accumulate naturally with age in long-lived proteins, such as crystallins and collagens, and the rate of their accumulation is accelerated in chronic disease (3).

Compared with other analytical methods, LC-tandem MS (LC/MS/MS), particularly with electrospray ionization (ESI) and in the multiple-reaction monitoring mode, is particularly suited for "omic" analyses. The latest generation of instruments provides exceptional sensitivity and specificity for detection and quantification of trace analytes and allows for simultaneous analysis of a wide range of analytes by both positive- and negative-ionization methods, e.g., for the measurement of amino and carboxylic acids in urine (4). In contrast to gas chromatography–mass spectrometry (GC/MS) analysis, LC/MS does not typically require derivatization of the analyte, and it is widely applicable to the analysis of higher-molecular-weight nonvolatile analytes, including peptides and gene fragments. With decreases in the cost of instruments and improvements in software, LC/MS/MS will become increasingly important and available for clinical diagnostics.

In this issue of Clinical Chemistry, Teerlink et al. (5) describe the analysis of two AGE/ALEs, N{epsilon}-(carboxymethyl)lysine (CML) and N{epsilon}-(carboxyethyl)lysine (CEL), in human plasma protein by stable-isotope-dilution LC/MS/MS. They demonstrate increases in CML and CEL in plasma proteins from patients on hemodialysis and peritoneal dialysis. They treat CML and CEL, which are increased two- to threefold in plasma proteins from dialysis patients, as "biomarkers of oxidative stress resulting from sugar and lipid oxidation", supporting the hypothesis of Miyata et al. (6) on the increase in carbonyl stress in uremia. It will be important to determine whether these compounds will be useful as predictors of risk for development of cardiovascular disease and other complications of chronic dialysis therapy, and, of course, whether therapeutic intervention will suppress the concentrations of these compounds and the risk for development of uremic complications.

The LC/MS/MS method applied by Teerlink et al. (5) is a first step—only two analytes are measured—that demonstrates an approach that can be used in a much more global approach to analysis of the chemome. The authors used reversed-phase (RP) HPLC with an aqueous–acetonitrile gradient containing nonafluoropentanoic acid (NFPA) as an ion-pairing agent. NFPA yielded good retention (retention time, 6–8 min) and peak shape for the polar amino acids CML and CEL. The method is a substantial improvement over current methodology: it does not require derivatization, has high throughput, and has sensitivity comparable to current GC/MS and GC/MS/MS methods. Chaimbault et al. (7) compared several perfluoroalkanoic acid homologs and concluded that NFPA and tridecafluoroheptanoic acid yield optimal separation of protein amino acids by RP-HPLC on graphitic carbon columns. Ahmed and Thornalley (8) used a similar column with an acidic ammonium formate–acetonitrile gradient for analysis of 16 AGE/ALEs and amino acid oxidation and nitration products in tissue proteins and physiologic fluids. One of the unique features of their work was the use of exhaustive proteolytic digestion, as described by Glomb and Pfahler (9), to minimize degradation of acid- and/or base-labile AGE/ALEs during hydrolysis of tissue proteins. They were able to detect increased AGEs in patients with vascular complications in diabetes and uremia. In more recent work, Tolstikov and Fiehn (10) and Schlichtherle-Cerny et al. (11) used normal-phase (NP) HPLC, as hydrophilic-interaction chromatography (HILIC), for direct analysis of small polar compounds, including amino acids and peptides, in complex extracts of plant and food products. HILIC-ESI-MS/MS was used in both the positive- and negative-ion mode and provided excellent sensitivity and long retention times for small polar analytes, including carbohydrates and glycosides. When applied to tissue proteins, plasma, or urine, RP-HPLC and NP-HPLC (HILIC) provide complementary information on the concentrations of nonpolar and polar components of the chemome. The work of Teerlink et al. (5) in this issue demonstrates that the analytical methods are at hand. Application of these techniques in the clinical laboratory could lead to a more comprehensive understanding of the role of nonenzymatic chemistry in aging and disease. Application of statistical methods and pattern recognition to analysis of the chemome in a clinical setting could also yield novel insights for the diagnosis and management of complex, chronic diseases.


References

  1. Nicholson JK, Connelly J, Lindon JC, Holmes E. Metabonomics: a platform for studying drug toxicity and gene function. Nat Rev Drug Discov 2002;1:153-161.[CrossRef][ISI][Medline] [Order article via Infotrieve]
  2. Halliwell B, Gutteridge JMC. Free radicals in biology and medicine, 3rd ed 1999:936 Oxford University Press Oxford. .
  3. Thorpe SR, Baynes JW. Maillard reaction products in tissue proteins: new products and new perspectives. Amino Acids 2002;25:275-281.
  4. Lafaye A, Junot C, Ramounet-Le Gall B, Fritsch P, Tabet JC, Ezan E. Metabolite profiling in rat urine by liquid chromatography/electrospray ion trap mass spectrometry. Application to the study of heavy metal toxicity. Rapid Commun Mass Spectrom 2003;17:2541-2549.[CrossRef][Medline] [Order article via Infotrieve]
  5. Teerlink T, Barto R, ten Brink HJ, Schalkwijk CG. Measurement of N{epsilon}-(carboxymethyl)lysine and N{epsilon}-(carboxyethyl)lysine in human plasma protein by stable-isotope dilution tandem mass spectrometry. Clin Chem 2004;50:1222-1228.[Abstract/Free Full Text]
  6. Miyata T, Kurokawa K, Van Ypersele De Strihou C. Advanced glycation and lipoxidation end products: role of reactive carbonyl compounds generated during carbohydrate and lipid metabolism. J Am Soc Nephrol 2000;11:1744-1752.[Free Full Text]
  7. Chaimbault P, Petritis K, Elfakir C, Dreux M. Ion-pair chromatography on a porous graphitic carbon stationary phase for the analysis of twenty underivatized protein amino acids. J Chromatogr A 2000;870:245-254.[Medline] [Order article via Infotrieve]
  8. Ahmed N, Thornalley PJ. Quantitative screening of protein biomarkers of early glycation, advanced glycation, oxidation and nitrosation in cellular and extracellular proteins by tandem mass spectrometry multiple reaction monitoring. Biochem Soc Trans 2003;31(Pt 6):1417-1422.[ISI][Medline] [Order article via Infotrieve]
  9. Glomb MA, Pfahler C. Amides are novel protein modifications formed by physiological sugars. J Biol Chem 2001;276:41638-41647.[Abstract/Free Full Text]
  10. Tolstikov VV, Fiehn O. Analysis of highly polar compounds of plant origin: combination of hydrophilic interaction chromatography and electrospray ion trap mass spectrometry. Anal Biochem 2002;301:298-307.[CrossRef][ISI][Medline] [Order article via Infotrieve]
  11. Schlichtherle-Cerny H, Affolter M, Cerny C. Hydrophilic interaction liquid chromatography coupled to electrospray mass spectrometry of small polar compounds in food analysis. Anal Chem 2003;75:2349-2354.[Medline] [Order article via Infotrieve]




This Article
Right arrow Extract Freely available
Right arrow Full Text (PDF)
Right arrow Submit an electronic Letter to
the Editor about this paper
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Services
Right arrow Email this article to a friend
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Right arrow Similar articles in ISI Web of Science
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Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
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Citing Articles
Right arrow Citing Articles via ISI Web of Science (3)
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Baynes, J. W.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Baynes, J. W.
Related Collections
Right arrow Molecular Diagnostics and Genetics
Right arrow Current Issues in Laboratory Medicine
Right arrow Proteomics and Protein Markers
Right arrow Endocrinology and Metabolism
Right arrow Automation and Analytical Techniques


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