# Reliability of blood inflammatory markers at constant real-life workloads over time: Study protocol

**Authors:** Tessy Luger, Felix Uhlemann, Florestan Wagenblast, Thomas Läubli, Barbara Munz, Manfred Schmolz, Monika A. Rieger, Benjamin Steinhilber, Sıdıka Bulduk, Sıdıka Bulduk, Sıdıka Bulduk

PMC · DOI: 10.1371/journal.pone.0334244 · PLOS One · 2025-10-13

## TL;DR

This study examines how consistent blood markers of inflammation are in workers with steady physical workloads, aiming to understand their role in developing musculoskeletal disorders.

## Contribution

The study introduces a real-life observational approach to assess the reliability of inflammatory biomarkers in human workers under constant physical demands.

## Key findings

- The study will measure the absolute and relative test-retest reliability of inflammatory biomarkers in workers.
- Results may support the development of stress-recovery concepts for workers at risk of musculoskeletal disorders.

## Abstract

Work-related musculoskeletal disorders (WMSDs) are prevalent in occupations characterised by high repetition and high force demands. Both factors not only evoke inflammatory and degenerative processes in affected musculoskeletal tissue, but also systemic responses identified by biomarkers in blood serum. Clarifying methodological aspects of biomarkers may provide insights into their predictive role in the pathway of developing WMSDs. This study will primarily assess reliability of systemic inflammatory biomarkers (CRP, TNF-α, IL-6, IL-1β) and immune cell reactivity by repeated measures in workers with constant workloads over time.

This observational cross-sectional study will include two groups of workers: exposed group including workers exposed to higher upper-extremity physical workloads, especially affecting the elbow/forearm/hand-area; unexposed group, including office workers exposed to lower upper-extremity physical workloads. Recruited persons are screened against eligibility criteria followed by a medical anamnesis and blood analysis. Enrolled participants undergo nine repeated measurements once every two weeks, taking blood among others. Blood analyses will determine values of systemic inflammatory biomarkers and reactivity of immune cells. The absolute test-retest reliability of biomarkers and immune cell reactivity over time is assessed by the intra-class correlation coefficient applying two-way mixed-effects models. The relative test-retest reliability is assessed by the standard error of measurement.

Knowledge of and models currently describing the pathological role of systemic inflammatory biomarkers are based on highly-controlled laboratory rat experiments. This study has the strength of assessing a human population under real-life conditions. The major challenge is in participant recruitment given the intensive and complex study design. The results of this study could provide fundamentals for initiating a cohort study and be used for developing work-related stress-recovery concepts for occupations with different physical demands to identify workers who may be at risk for developing WMSDs. German Clinical Trials Register (DRKS00031872, 25 May 2023).

## Linked entities

- **Proteins:** CRP (C-reactive protein), TNF (tumor necrosis factor), IL6 (interleukin 6), IL1B (interleukin 1 beta)

## Full-text entities

- **Genes:** CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}
- **Diseases:** inflammatory (MESH:D007249), musculoskeletal disorders (MESH:D009140), WMSDs (MESH:D000073397)
- **Species:** Rattus norvegicus (brown rat, species) [taxon 10116], Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

39 references — full list in the complete paper: https://tomesphere.com/paper/PMC12517492/full.md

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Source: https://tomesphere.com/paper/PMC12517492