Erwin Garcia1, Justyna Wolak-Dinsmore1, Zeneng Wang2, Xinmin S Li2, Dennis W Bennett3, Margery A Connelly1, James D Otvos1, Stanley L Hazen4, Elias J Jeyarajah5. 1. LipoScience, Laboratory Corporation of America® Holdings, Raleigh, NC, United States. 2. Department of Cellular and Molecular Medicine, Cleveland Clinic, Cleveland, OH, United States. 3. Department of Chemistry and Biochemistry, University of Wisconsin, Milwaukee, WI, United States. 4. Department of Cellular and Molecular Medicine, Cleveland Clinic, Cleveland, OH, United States; Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, OH, United States. 5. LipoScience, Laboratory Corporation of America® Holdings, Raleigh, NC, United States. Electronic address: jeyarae@labcorp.com.
Abstract
BACKGROUND AND OBJECTIVES: Trimethylamine-N-oxide (TMAO) produced by gut microbiota metabolism of dietary choline and carnitine has been shown to be associated with increased risk of cardiovascular disease (CVD) and to provide incremental clinical prognostic utility beyond traditional risk factors for assessing a patient's CVD risk. The aim of this study was to develop an automated nuclear magnetic resonance (NMR) spectroscopy assay for quantification of TMAO concentration in serum and plasma using a high-throughput NMR clinical analyzer. METHODS: Key steps in assay development included: (i) shifting the TMAO analyte peak to a less crowded region of the spectrum with a pH buffer/reagent, (ii) attenuating the broad protein background signal in the spectrum and (iii) using a non-negative least squares algorithm for peak deconvolution. Assay performance was evaluated according to Clinical and Laboratory Standards Institute guidelines. A method comparison study was performed to compare TMAO concentrations quantified by NMR and mass spectrometry (MS). RESULTS: The within-run and within-lab imprecision ranged from 4.3 to 14.5%. Under the acquisition method employed, the NMR assay had a limit of blank, detection and quantitation of 1.6, 3.0 and 3.3μM, respectively. Linearity was demonstrated within the reportable range of 3.3 to 3000μM. TMAO measurements using the NMR assay, which involves minimal sample preparation, compared well with values obtained with the MS-based assay (R2=0.98). CONCLUSIONS: The NMR based assay provides a simple and accurate measurement of circulating TMAO levels amenable to the high-throughput demands of the clinical chemistry laboratory. Moreover, assay performance enables the levels of TMAO to be quantified in serum or plasma at clinically actionable concentrations for the assessment of cardiovascular disease risks and individualized dietary monitoring.
BACKGROUND AND OBJECTIVES: Trimethylamine-N-oxide (TMAO) produced by gut microbiota metabolism of dietary choline and carnitine has been shown to be associated with increased risk of cardiovascular disease (CVD) and to provide incremental clinical prognostic utility beyond traditional risk factors for assessing a patient's CVD risk. The aim of this study was to develop an automated nuclear magnetic resonance (NMR) spectroscopy assay for quantification of TMAO concentration in serum and plasma using a high-throughput NMR clinical analyzer. METHODS: Key steps in assay development included: (i) shifting the TMAO analyte peak to a less crowded region of the spectrum with a pH buffer/reagent, (ii) attenuating the broad protein background signal in the spectrum and (iii) using a non-negative least squares algorithm for peak deconvolution. Assay performance was evaluated according to Clinical and Laboratory Standards Institute guidelines. A method comparison study was performed to compare TMAO concentrations quantified by NMR and mass spectrometry (MS). RESULTS: The within-run and within-lab imprecision ranged from 4.3 to 14.5%. Under the acquisition method employed, the NMR assay had a limit of blank, detection and quantitation of 1.6, 3.0 and 3.3μM, respectively. Linearity was demonstrated within the reportable range of 3.3 to 3000μM. TMAO measurements using the NMR assay, which involves minimal sample preparation, compared well with values obtained with the MS-based assay (R2=0.98). CONCLUSIONS: The NMR based assay provides a simple and accurate measurement of circulating TMAO levels amenable to the high-throughput demands of the clinical chemistry laboratory. Moreover, assay performance enables the levels of TMAO to be quantified in serum or plasma at clinically actionable concentrations for the assessment of cardiovascular disease risks and individualized dietary monitoring.
Authors: Sajin Bae; Cornelia M Ulrich; Marian L Neuhouser; Olga Malysheva; Lynn B Bailey; Liren Xiao; Elissa C Brown; Kara L Cushing-Haugen; Yingye Zheng; Ting-Yuan David Cheng; Joshua W Miller; Ralph Green; Dorothy S Lane; Shirley A A Beresford; Marie A Caudill Journal: Cancer Res Date: 2014-10-21 Impact factor: 12.701
Authors: W H Wilson Tang; Zeneng Wang; Yiying Fan; Bruce Levison; Jennie E Hazen; Lillian M Donahue; Yuping Wu; Stanley L Hazen Journal: J Am Coll Cardiol Date: 2014-10-27 Impact factor: 24.094
Authors: W H Wilson Tang; Zeneng Wang; David J Kennedy; Yuping Wu; Jennifer A Buffa; Brendan Agatisa-Boyle; Xinmin S Li; Bruce S Levison; Stanley L Hazen Journal: Circ Res Date: 2014-11-05 Impact factor: 17.367
Authors: W H Wilson Tang; Zeneng Wang; Bruce S Levison; Robert A Koeth; Earl B Britt; Xiaoming Fu; Yuping Wu; Stanley L Hazen Journal: N Engl J Med Date: 2013-04-25 Impact factor: 91.245
Authors: Zeneng Wang; Bruce S Levison; Jennie E Hazen; Lillian Donahue; Xin-Min Li; Stanley L Hazen Journal: Anal Biochem Date: 2014-04-01 Impact factor: 3.365
Authors: Chelsea L Organ; Hiroyuki Otsuka; Shashi Bhushan; Zeneng Wang; Jessica Bradley; Rishi Trivedi; David J Polhemus; W H Wilson Tang; Yuping Wu; Stanley L Hazen; David J Lefer Journal: Circ Heart Fail Date: 2015-12-23 Impact factor: 8.790
Authors: Vicki L Sutherland; Charlene A McQueen; Donna Mendrick; Donna Gulezian; Carl Cerniglia; Steven Foley; Sam Forry; Sangeeta Khare; Xue Liang; Jose E Manautou; Donald Tweedie; Howard Young; Alexander V Alekseyenko; Frank Burns; Rod Dietert; Alan Wilson; Connie Chen Journal: Toxicol Sci Date: 2020-07-01 Impact factor: 4.849
Authors: Kathryn N Porter Starr; Margery A Connelly; Melissa C Orenduff; Shelley R McDonald; Richard Sloane; Kim M Huffman; William E Kraus; Connie W Bales Journal: J Clin Lipidol Date: 2019-10-02 Impact factor: 5.365
Authors: Eke G Gruppen; Erwin Garcia; Margery A Connelly; Elias J Jeyarajah; James D Otvos; Stephan J L Bakker; Robin P F Dullaart Journal: Sci Rep Date: 2017-10-23 Impact factor: 4.379
Authors: Joëlle C Schutten; António W Gomes-Neto; Gerjan Navis; Ron T Gansevoort; Robin P F Dullaart; Jenny E Kootstra-Ros; Richard M Danel; Frans Goorman; Rijk O B Gans; Martin H de Borst; Elias J Jeyarajah; Irina Shalaurova; James D Otvos; Margery A Connelly; Stephan J L Bakker Journal: J Clin Med Date: 2019-02-01 Impact factor: 4.241
Authors: Tom van der Laan; Tim Kloots; Marian Beekman; Alida Kindt; Anne-Charlotte Dubbelman; Amy Harms; Cornelia M van Duijn; P Eline Slagboom; Thomas Hankemeier Journal: Sci Rep Date: 2019-08-26 Impact factor: 4.379
Authors: Erwin Garcia; Maryse C J Osté; Dennis W Bennett; Elias J Jeyarajah; Irina Shalaurova; Eke G Gruppen; Stanley L Hazen; James D Otvos; Stephan J L Bakker; Robin P F Dullaart; Margery A Connelly Journal: J Clin Med Date: 2019-11-01 Impact factor: 4.241
Authors: Adrian Post; Dion Groothof; Joëlle C Schutten; Jose L Flores-Guerrero; J Casper Swarte; Rianne M Douwes; Ido P Kema; Rudolf A de Boer; Erwin Garcia; Marge A Connelly; Theo Wallimann; Robin P F Dullaart; Casper F M Franssen; Stephan J L Bakker Journal: Clin Endocrinol (Oxf) Date: 2021-01-10 Impact factor: 3.478
Authors: Emily S Krueger; Joseph L Beales; Kacie B Russon; Weston S Elison; Jordan R Davis; Jackson M Hansen; Andrew P Neilson; Jason M Hansen; Jeffery S Tessem Journal: Biomolecules Date: 2021-12-17
Authors: Adrian Post; Daan Kremer; J Casper Swarte; Sara Sokooti; Fabian A Vogelpohl; Dion Groothof; Ido P Kema; Erwin Garcia; Margery A Connelly; Theo Wallimann; Robin P F Dullaart; Casper F M Franssen; Stephan J L Bakker Journal: J Hypertens Date: 2022-02-01 Impact factor: 4.844