Justyna Wolak-Dinsmore1, Eke G Gruppen2, Irina Shalaurova3, Steven P Matyus4, Russell P Grant5, Ray Gegen6, Stephan J L Bakker7, James D Otvos8, Margery A Connelly9, Robin P F Dullaart10. 1. Laboratory Corporation of America Holdings (LabCorp), Morrisville, Burlington, NC, USA. Electronic address: wolakdj@labcorp.com. 2. Department of Endocrinology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Department of Nephrology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands. Electronic address: e.g.gruppen@umcg.nl. 3. Laboratory Corporation of America Holdings (LabCorp), Morrisville, Burlington, NC, USA. Electronic address: shalaui@labcorp.com. 4. Laboratory Corporation of America Holdings (LabCorp), Morrisville, Burlington, NC, USA. Electronic address: matyuss@labcorp.com. 5. Laboratory Corporation of America Holdings (LabCorp), Morrisville, Burlington, NC, USA. Electronic address: grantr@labcorp.com. 6. Laboratory Corporation of America Holdings (LabCorp), Morrisville, Burlington, NC, USA. Electronic address: gegenr@labcorp.com. 7. Department of Endocrinology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Department of Nephrology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands. Electronic address: s.j.l.bakker@umcg.nl. 8. Laboratory Corporation of America Holdings (LabCorp), Morrisville, Burlington, NC, USA. Electronic address: otvosj@labcorp.com. 9. Laboratory Corporation of America Holdings (LabCorp), Morrisville, Burlington, NC, USA. Electronic address: connem5@labcorp.com. 10. Department of Endocrinology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands. Electronic address: r.p.f.dullaart@umcg.nl.
Abstract
OBJECTIVES: Plasma branched-chain amino acid (BCAA) levels, measured on nuclear magnetic resonance (NMR) metabolomics research platforms or by mass spectrometry, have been shown to be associated with type 2 diabetes mellitus (T2DM) and cardiovascular disease (CVD). We developed a new test for quantification of BCAA on a clinical NMR analyzer and used this test to determine the clinical correlates of BCAA in 2 independent cohorts. DESIGN AND METHODS: The performance of the NMR-based BCAA assay was evaluated. A method comparison study was performed with mass spectrometry (LC-MS/MS). Plasma BCAA were measured in the Insulin Resistance Atherosclerosis Study (IRAS, n = 1209; 376 T2DM subjects) and in a Groningen cohort (n = 123; 67 T2DM subjects). In addition, carotid intima media thickness (cIMT) was measured successfully in 119 subjects from the Groningen cohort. RESULTS: NMR-based BCAA assay results were linear over a range of concentrations. Coefficients of variation for inter- and intra-assay precision ranged from 1.8-6.0, 1.7-5.4, 4.4-9.1, and 8.8-21.3%, for total BCAA, valine, leucine, and isoleucine, respectively. BCAA quantified from the same samples using NMR and LC-MS/MS were highly correlated (R2 = 0.97, 0.95 and 0.90 for valine, leucine and isoleucine). In both cohorts total and individual BCAA were elevated in T2DM (P = 0.01 to ≤0.001). Moreover, cIMT was associated with BCAA independent of age, sex, T2DM and metabolic syndrome (MetS) categorization or alternatively of individual MetS components. CONCLUSIONS: BCAA levels, measured by NMR in the clinical laboratory, are elevated in T2DM and may be associated with cIMT, a proxy of subclinical atherosclerosis.
OBJECTIVES: Plasma branched-chain amino acid (BCAA) levels, measured on nuclear magnetic resonance (NMR) metabolomics research platforms or by mass spectrometry, have been shown to be associated with type 2 diabetes mellitus (T2DM) and cardiovascular disease (CVD). We developed a new test for quantification of BCAA on a clinical NMR analyzer and used this test to determine the clinical correlates of BCAA in 2 independent cohorts. DESIGN AND METHODS: The performance of the NMR-based BCAA assay was evaluated. A method comparison study was performed with mass spectrometry (LC-MS/MS). Plasma BCAA were measured in the Insulin Resistance Atherosclerosis Study (IRAS, n = 1209; 376 T2DM subjects) and in a Groningen cohort (n = 123; 67 T2DM subjects). In addition, carotid intima media thickness (cIMT) was measured successfully in 119 subjects from the Groningen cohort. RESULTS: NMR-based BCAA assay results were linear over a range of concentrations. Coefficients of variation for inter- and intra-assay precision ranged from 1.8-6.0, 1.7-5.4, 4.4-9.1, and 8.8-21.3%, for total BCAA, valine, leucine, and isoleucine, respectively. BCAA quantified from the same samples using NMR and LC-MS/MS were highly correlated (R2 = 0.97, 0.95 and 0.90 for valine, leucine and isoleucine). In both cohorts total and individual BCAA were elevated in T2DM (P = 0.01 to ≤0.001). Moreover, cIMT was associated with BCAA independent of age, sex, T2DM and metabolic syndrome (MetS) categorization or alternatively of individual MetS components. CONCLUSIONS:BCAA levels, measured by NMR in the clinical laboratory, are elevated in T2DM and may be associated with cIMT, a proxy of subclinical atherosclerosis.
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