van Meijgaarden, KE, Khatri, B, Smith, SG, Drittij, Anne M. F. H., de Paus, RA, Goeman, JJ, Ho, MM, Dockrell, HM, McShane, H, Joosten, SA and Ottenhoff, THM. 2018. Raw data for "Cross-laboratory evaluation of multiplex bead assays including independent common reference standards for immunological monitoring of observational and interventional human studies". [Online]. PLOS One. Available from: https://doi.org/10.1371/journal.pone.0201205.s004
van Meijgaarden, KE, Khatri, B, Smith, SG, Drittij, Anne M. F. H., de Paus, RA, Goeman, JJ, Ho, MM, Dockrell, HM, McShane, H, Joosten, SA and Ottenhoff, THM. Raw data for "Cross-laboratory evaluation of multiplex bead assays including independent common reference standards for immunological monitoring of observational and interventional human studies" [Internet]. PLOS One; 2018. Available from: https://doi.org/10.1371/journal.pone.0201205.s004
van Meijgaarden, KE, Khatri, B, Smith, SG, Drittij, Anne M. F. H., de Paus, RA, Goeman, JJ, Ho, MM, Dockrell, HM, McShane, H, Joosten, SA and Ottenhoff, THM (2018). Raw data for "Cross-laboratory evaluation of multiplex bead assays including independent common reference standards for immunological monitoring of observational and interventional human studies". [Data Collection]. PLOS One. https://doi.org/10.1371/journal.pone.0201205.s004
Description
Multiplex assays are increasingly applied to analyze multicomponent signatures of human immune responses, including the dynamics of cytokine and chemokine production, in observational as well as interventional studies following treatment or vaccination. However, relatively limited information is available on the performance of the different available multiplex kits, and comparative evaluations addressing this important issue are lacking. To fill this knowledge gap we performed a technical comparison of multiplex bead assays from 4 manufacturers, each represented by 3 different lots, and with the assays performed by 3 different laboratories. To cross compare kits directly, spiked samples, biological samples and a newly made reference standard were included in all assays. Analyses were performed on 324 standard curves to allow for evaluation of the quality of the standard curves and the subsequent interpretation of biological specimens. Manufacturer was the factor which contributed most to the observed variation whereas variation in lots, laboratory or type of detection reagent contributed minimally. Inclusion of a common reference standard allowed us to overcome observed differences in cytokine and chemokine levels between manufacturers. We strongly recommend using multiplex assays from the same manufacturer within a single study and across studies that are likely to compare results in a quantitative manner. Incorporation of common reference standards, and application of the same analysis method in assays can overcome many analytical biases and thus could bridge comparison of independent immune profiling (e.g. vaccine immunogenicity) studies. With these recommendations taken into account, the multiplex bead assays performed as described here are useful tools in capturing complex human immune-signatures in observational and interventional studies.
Data capture method | Experiment |
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Date (Date published in a 3rd party system) | 4 September 2018 |
Language(s) of written materials | English |
Data Creators | van Meijgaarden, KE, Khatri, B, Smith, SG, Drittij, Anne M. F. H., de Paus, RA, Goeman, JJ, Ho, MM, Dockrell, HM, McShane, H, Joosten, SA and Ottenhoff, THM |
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LSHTM Faculty/Department | Faculty of Infectious and Tropical Diseases > Dept of Immunology and Infection |
Participating Institutions | London School of Hygiene & Tropical Medicine, London, United Kingdom |
Date Deposited | 08 Oct 2018 12:02 |
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Last Modified | 08 Jul 2021 12:51 |
Publisher | PLOS One |