Xiaoke Yin1, Ferheen Baig1, Eloi Haudebourg1, Richard T Blankley1, Tejas Gandhi1, Sebastian Müller1, Lukas Reiter1, Helmut Hinterwirth1, Raimund Pechlaner1, Sotirios Tsimikas1, Peter Santer1, Johann Willeit1, Stefan Kiechl1, Joseph L Witztum1, Anthony Sullivan1, Manuel Mayr2. 1. From the King's British Heart Foundation Centre, King's College London, United Kingdom (X.Y., F.B., E.H., H.H., M.M.); Agilent Technologies Ltd, Cheadle, United Kingdom (R.T.B., A.S.); Biognosys AG, Schlieren, Switzerland (T.G., S.M., L.R.); Department of Neurology, Medical University of Innsbruck, Austria (R.P., J.W., S.K.); School of Medicine, University of California San Diego (S.T., J.L.W.); and Department of Laboratory Medicine, Bruneck Hospital, Italy (P.S.). 2. From the King's British Heart Foundation Centre, King's College London, United Kingdom (X.Y., F.B., E.H., H.H., M.M.); Agilent Technologies Ltd, Cheadle, United Kingdom (R.T.B., A.S.); Biognosys AG, Schlieren, Switzerland (T.G., S.M., L.R.); Department of Neurology, Medical University of Innsbruck, Austria (R.P., J.W., S.K.); School of Medicine, University of California San Diego (S.T., J.L.W.); and Department of Laboratory Medicine, Bruneck Hospital, Italy (P.S.). manuel.mayr@kcl.ac.uk.
Abstract
BACKGROUND: Mass spectrometry is selective and sensitive, permitting routine quantification of multiple plasma proteins. However, commonly used nanoflow liquid chromatography (LC) approaches hamper sample throughput, reproducibility, and robustness. For this reason, most publications using plasma proteomics to date are small in study size. METHODS AND RESULTS: Here, we tested a standard-flow LC mass spectrometry (MS) method using multiple reaction monitoring for the application to large epidemiological cohorts. We have reduced the LC-MS run time to almost a third of the nanoflow LC-MS approach. On the basis of a comparison of the quantification of 100 plasma proteins in >1500 LC-MS runs, the SD range of the retention time during continuous operation was substantially lower with the standard-flow LC-MS (<0.05 minutes) compared with the nanoflow LC-MS method (0.26-0.44 minutes). In addition, the standard-flow LC method also offered less variation in protein measurements. However, 5× more sample volume was required to achieve similar sensitivity. Two different commercial multiple reaction monitoring kits and an antibody-based multiplexing kit were used to compare the apolipoprotein measurements in a subset of samples. In general, good agreement was observed between the 2 multiple reaction monitoring kits, but some of the multiple reaction monitoring-based measurements differed from antibody-based assays. CONCLUSIONS: The multiplexing capability of LC-MS combined with a standard-flow method increases throughput and reduces the costs of large-scale protein measurements in epidemiological cohorts, but protein rather than peptide standards will be required for defined absolute proteoform quantification.
BACKGROUND: Mass spectrometry is selective and sensitive, permitting routine quantification of multiple plasma proteins. However, commonly used nanoflow liquid chromatography (LC) approaches hamper sample throughput, reproducibility, and robustness. For this reason, most publications using plasma proteomics to date are small in study size. METHODS AND RESULTS: Here, we tested a standard-flow LC mass spectrometry (MS) method using multiple reaction monitoring for the application to large epidemiological cohorts. We have reduced the LC-MS run time to almost a third of the nanoflow LC-MS approach. On the basis of a comparison of the quantification of 100 plasma proteins in >1500 LC-MS runs, the SD range of the retention time during continuous operation was substantially lower with the standard-flow LC-MS (<0.05 minutes) compared with the nanoflow LC-MS method (0.26-0.44 minutes). In addition, the standard-flow LC method also offered less variation in protein measurements. However, 5× more sample volume was required to achieve similar sensitivity. Two different commercial multiple reaction monitoring kits and an antibody-based multiplexing kit were used to compare the apolipoprotein measurements in a subset of samples. In general, good agreement was observed between the 2 multiple reaction monitoring kits, but some of the multiple reaction monitoring-based measurements differed from antibody-based assays. CONCLUSIONS: The multiplexing capability of LC-MS combined with a standard-flow method increases throughput and reduces the costs of large-scale protein measurements in epidemiological cohorts, but protein rather than peptide standards will be required for defined absolute proteoform quantification.
Authors: Vera Ignjatovic; Philipp E Geyer; Krishnan K Palaniappan; Jessica E Chaaban; Gilbert S Omenn; Mark S Baker; Eric W Deutsch; Jochen M Schwenk Journal: J Proteome Res Date: 2019-10-11 Impact factor: 4.466
Authors: Yangyang Bian; Runsheng Zheng; Florian P Bayer; Cassandra Wong; Yun-Chien Chang; Chen Meng; Daniel P Zolg; Maria Reinecke; Jana Zecha; Svenja Wiechmann; Stephanie Heinzlmeir; Johannes Scherr; Bernhard Hemmer; Mike Baynham; Anne-Claude Gingras; Oleksandr Boychenko; Bernhard Kuster Journal: Nat Commun Date: 2020-01-09 Impact factor: 14.919
Authors: Yuchen He; Edrees H Rashan; Vanessa Linke; Evgenia Shishkova; Alexander S Hebert; Adam Jochem; Michael S Westphall; David J Pagliarini; Katherine A Overmyer; Joshua J Coon Journal: Anal Chem Date: 2021-02-22 Impact factor: 6.986
Authors: Temo Barwari; Seda Eminaga; Ursula Mayr; Ruifang Lu; Paul C Armstrong; Melissa V Chan; Mahnaz Sahraei; Marta Fernández-Fuertes; Thomas Moreau; Javier Barallobre-Barreiro; Marc Lynch; Xiaoke Yin; Christian Schulte; Ferheen Baig; Raimund Pechlaner; Sarah R Langley; Anna Zampetaki; Peter Santer; Martin Weger; Roberto Plasenzotti; Markus Schosserer; Johannes Grillari; Stefan Kiechl; Johann Willeit; Ajay M Shah; Cedric Ghevaert; Timothy D Warner; Carlos Fernández-Hernando; Yajaira Suárez; Manuel Mayr Journal: JCI Insight Date: 2018-11-02
Authors: Sean A Burnap; Katherine Sattler; Raimund Pechlaner; Elisa Duregotti; Ruifang Lu; Konstantinos Theofilatos; Kaloyan Takov; Gerd Heusch; Sotirios Tsimikas; Carlos Fernández-Hernando; Sarah E Berry; Wendy L Hall; Marlene Notdurfter; Gregorio Rungger; Bernhard Paulweber; Johann Willeit; Stefan Kiechl; Bodo Levkau; Manuel Mayr Journal: Circ Res Date: 2021-10-04 Impact factor: 17.367