Cluster Analysis of Subjective Shoulder Stiffness and Muscle Hardness: Associations with Central Sensitization-Related Symptoms

Medicina (Kaunas). 2023 Oct 14;59(10):1831. doi: 10.3390/medicina59101831.

Abstract

Background and Objectives: Understanding the relationships between subjective shoulder stiffness, muscle hardness, and various factors is crucial. Our cross-sectional study identified subgroups of shoulder stiffness based on symptoms and muscle hardness and investigated associated factors. Materials and Methods: measures included subjective stiffness, pain, muscle hardness, and factors like physical and psychological conditions, pressure pain threshold, postural alignment, heart rate variability, and electroencephalography in 40 healthy young individuals. Results: Three clusters were identified: Cluster 1 with high stiffness, pain, and muscle hardness; Cluster 2 with low stiffness and pain but high muscle hardness; and Cluster 3 with low levels of all factors. Cluster 1 had significantly higher central sensitization-related symptoms (CSS) scores than Cluster 2. Subjective stiffness is positively correlated with psychological factors. Conclusions: our results suggest that CSS impacts subjective symptom severity among individuals with similar shoulder muscle hardness.

Keywords: muscle hardness; psychological factors; shoulder stiffness; subgroup; subjective symptoms.

MeSH terms

  • Central Nervous System Sensitization*
  • Cluster Analysis
  • Cross-Sectional Studies
  • Hardness
  • Humans
  • Muscle, Skeletal
  • Shoulder Pain / etiology
  • Shoulder*