# The stability of pain phenotypes in people with hand osteoarthritis – results from the NOR-HAND study

**Authors:** Daniel H. Bordvik, Elisabeth Mulrooney, Pernille Steen Pettersen, Marthe Gløersen, Lene Maria Sundbakk, Tuhina Neogi, Ingvild Kjeken, Ida K. Haugen

PMC · DOI: 10.1016/j.ocarto.2026.100745 · Osteoarthritis and Cartilage Open · 2026-01-14

## TL;DR

This study identifies four distinct pain profiles in people with hand osteoarthritis and finds that most people maintain the same profile over time, often shifting to less severe pain categories.

## Contribution

The study introduces a multidimensional approach to identify and track pain phenotypes in hand osteoarthritis over time.

## Key findings

- Four distinct pain phenotypes were identified in people with hand osteoarthritis.
- Most participants remained in the same pain phenotype over time, with transitions often leading to less severe pain.
- Excluding QST data did not change the identified pain phenotypes or their characteristics.

## Abstract

In a hand osteoarthritis (OA) cohort, we aimed to explore pain phenotypes and characterize their stabilities using the multidimensional framework developed by The Initiative on Methods, Measurement and Pain Assessment in Clinical Trials (IMMPACT).

We included participants attending the visits at baseline (2016–17) and follow-up (2019–21) in the Nor-Hand study. To identify pain phenotypes (i.e., classes), we conducted latent transition analyses modelling self-reported pain severity, neuropathic-like pain, fatigue, sleep, anxiodepressive symptoms, pain catastrophizing, and quantitative sensory testing (QST). We compared a model including QST with a model without. Longitudinal stability of classes was assessed. Changes in indicator variables across participants with vs. without between-class transitioning were compared.

We analysed 213 participants (86.9 % women) with a baseline mean age (standard deviation) of 60.9 (6.0) years. Both models identified four classes exhibiting similar results on differences in pain severity and psychosocial burden (kappa 0.91). Although phenotype stability varied (probability range: 0.48–0.95), most participants (∼80 %) remained in the same class at both visits. Most participants transitioning between classes shifted to a less severe pain class (32/44 (72.7 %) in the QST model; 36/45 (80.0 %) in the clinical model), showing larger improvements in pain and psychosocial burden than non-transitioners.

Four distinct pain phenotypes were identified among persons with hand OA. Excluding QST from our model did not influence phenotype composition or characteristics. Various longitudinal phenotype stability was observed. Between-class transitions were often characterized by less pain and psychosocial burden, potentially due to regression to the mean or improved disease coping.

## Full-text entities

- **Diseases:** Pain (MESH:D010146), neuropathic (MESH:D009437), fatigue (MESH:D005221), OA (MESH:D010003)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

50 references — full list in the complete paper: https://tomesphere.com/paper/PMC12861019/full.md

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Source: https://tomesphere.com/paper/PMC12861019