The use of multiplexed MRM for the discovery of biomarkers to differentiate iron-deficiency anemia from anemia of inflammation

Dominik Domanski, Gabriela V. Cohen Freue, Luis Sojo, Michael A. Kuzyk, Leslie Ratkay, Carol E. Parker, Y. Paul Goldberg, Christoph H. Borchers

Research output: Contribution to journalArticlepeer-review

11 Citations (Scopus)

Abstract

In this study we demonstrate the use of a multiplexed MRM-based assay to distinguish among normal (NL) and iron-metabolism disorder mouse models, particularly, iron-deficiency anemia (IDA), inflammation (INFL), and inflammation and anemia (INFL. +. IDA). Our initial panel of potential biomarkers was based on the analysis of 14 proteins expressed by candidate genes involved in iron transport and metabolism. Based on this study, we were able to identify a panel of 8 biomarker proteins: apolipoprotein A4 (APO4), transferrin, transferrin receptor 1, ceruloplasmin, haptoglobin, lactoferrin, hemopexin, and matrix metalloproteinase-8 (MMP8) that clearly distinguish among the normal and disease models. Within this set of proteins, transferrin showed the best individual classification accuracy over all samples (72%) and within the NL group (94%). Compared to the best single-protein biomarker, transferrin, the use of the composite 8-protein biomarker panel improved the classification accuracy from 94% to 100% in the NL group, from 50% to 72% in the INFL group, from 66% to 96% in the IDA group, and from 79% to 83% in the INFL. +. IDA group. Based on these findings, validation of the utility of this potentially important biomarker panel in human samples in an effort to differentiate IDA, inflammation, and combinations thereof, is now warranted. This article is part of a Special Section entitled: Understanding genome regulation and genetic diversity by mass spectrometry.

Original languageEnglish
Pages (from-to)3514-3528
Number of pages15
JournalJournal of Proteomics
Volume75
Issue number12
DOIs
Publication statusPublished - 27 Jun 2012
Externally publishedYes

Keywords

  • Biomarkers
  • Inflammation
  • Inflammation plus iron-deficiency Anemia
  • Iron-deficiency anemia
  • Multiple reaction monitoring
  • Multiplexed quantitation

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