# An Exploratory Study for Proteomic‐Based Markers of Joint Pain and Chronic Back Pain

**Authors:** Tessa Schillemans, Ann‐Sofie Rönnegård, Themistocles L. Assimes, Magnus Peterson, Per Wändell, Lars Lind, Johan Ärnlöv

PMC · DOI: 10.1002/ejp.70158 · European Journal of Pain (London, England) · 2025-10-31

## TL;DR

This study explores proteins linked to joint and chronic back pain in older men, finding similar inflammatory pathways but different proteins for each condition.

## Contribution

The study identifies distinct proteomic markers and shared inflammatory pathways for joint and chronic back pain in an aging male population.

## Key findings

- 19 proteins were significantly associated with joint pain after multiple testing adjustment.
- 25 proteins were nominally associated with chronic back pain.
- Both pain conditions showed enriched pathways related to inflammation, immune response, and rheumatoid arthritis.

## Abstract

Joint pain and chronic back pain are highly prevalent in the aging population and have a large impact on life quality. As the underlying mechanisms are not fully understood, this exploratory cross‐sectional study aimed to discover proteins and pathways associated with these two pain conditions in Swedish 70‐year‐old men.

Plasma proteins (n = 720) were measured in participants from the Uppsala Longitudinal Study of Adult Men (ULSAM; n = 931) using Olink target panels. Participants self‐reported current joint pain or continuous back pain during the past year. We used logistic regression with multiple testing adjustments and RIDGE regression (selecting ~10% highest‐ranking proteins) to identify proteins associated with either joint or chronic back pain, which were then investigated for clusters and pathway enrichments.

Out of 931 subjects with protein data, 131 reported joint pain and 31 reported chronic back pain. We identified 19 (significant after multiple testing adjustment) and 25 (nominally significant) highest‐ranking proteins associated with joint and chronic back pain, respectively. Enriched pathways included immune responses, inflammation, lipid, coagulation and rheumatoid arthritis pathways. Similar pathways were found for both joint and chronic back pain, even though only two proteins were associated with both these pain conditions.

This exploratory proteomics study provides support for systemic inflammation as a common underlying mechanism for joint and chronic back pain. Although similar pathways were found for both pain conditions, the selected proteins differed. Nevertheless, caution is advised due to low sample size and validation in larger studies including both women and men is needed.

Logistic and RIDGE regression analyses indicated that joint pain and chronic back pain were associated with different proteins, which were enriched for similar inflammatory pathways.

## Linked entities

- **Diseases:** rheumatoid arthritis (MONDO:0008383)
- **Species:** Homo sapiens (taxon 9606)

## Full-text entities

- **Diseases:** back pain (MESH:D001416), rheumatoid arthritis (MESH:D001172), Joint Pain (MESH:D018771), inflammation (MESH:D007249), pain (MESH:D010146), Chronic Back Pain (MESH:D059350)
- **Chemicals:** lipid (MESH:D008055)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

30 references — full list in the complete paper: https://tomesphere.com/paper/PMC12576870/full.md

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Source: https://tomesphere.com/paper/PMC12576870