PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
January 18, 2026Clinical Chemistry and Laboratory Medicine (CCLM)0 citationsOpen Access

Assessment for potential bias in multiplexed IL-10 and TNF-α from plex count

View Full Paper
WSWade M SandersCKCarrie A. Karvonen-GutierrezDMDaniel McConnell

Key Points

  • The aim was to assess potential bias in cytokine quantification using multiplex vs. single plex assays.
  • Tested 72 serum samples across multiple batches of 3-plex and 1-plex assays.
  • Utilized paired t-tests to analyze cytokine values.
  • Employed Bland-Altman plots to assess differences visually.
  • IL-10 showed a minor average difference of 4.2 fmol/L between 1-plex and 3-plex assays.
  • TNF-α exhibited a 16.7% difference between plex types, with higher variability at low concentrations.
  • Statistically significant differences were observed primarily for IL-10 across all comparisons.

Abstract

Abstract Objectives Multiplex arrays offer a high-throughput, cost-effective means for quantifying multiple analytes simultaneously, essential for large-scale biomarker research. However, the shared reactive environment in multiplex assays could lead to variations in results compared to single plex assays, potentially impacting outcomes. This study aimed to explore these differences by examining a “3-plex” cytokine panel vs. single plex assays for tumor necrosis factor-alpha (TNF-α) and interleukin-10 (IL-10). Methods Using the R&D Systems Luminex HS Cytokine Panel A, 72 serum samples were tested across several batches, including three “3-plex” and two “1-plex” batches each for IL-10 and TNF-α. We evaluated differences in cytokine values using paired t-tests, comparing within 1-plex, between 3-plex, and between 1-plex and 3-plex assays. Bland-Altman plots visually assessed absolute and percentage differences. Results IL-10 values were similar between 1-plex and 3-plex assays, showing an average difference of 4.2 fmol/L (10.7 %), which was less than the within plex differences. Conversely, TNF-α showed a 16.7 % difference in the between plex comparison, compared to a 12 % difference in the within plex comparisons. Statistically significant differences emerged mainly for IL-10 across all comparisons. Bland-Altman analyses indicated pronounced variability at low analyte concentrations. Conclusions While the multiplex assays demonstrated variation at low analyte levels, especially for IL-10, such differences might not substantially affect comparability when mixed with single plex assays, particularly in datasets dominated by low concentrations.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Sanders et al. (2026) studied this question.

synapsesocial.com/papers/696c772aeb60fb80d139575ahttps://doi.org/10.1515/cclm-2025-0458
Ask AI
Helpful
Bookmark
Share
View Full Paper