Back

Fatigue Links Sociodemographic Risk to Pain Intensity and Spread in Two Surgical Cohorts

Sun, M.; Ansari, B.; Clauw, D.; Harris, R. E.; Sluka, K. A.; Kaplan, C. M.; Brummett, C. M.; Lindquist, M. A.; Wager, T. D.; A2CPS Consortium,

2026-03-09 pain medicine
10.64898/2026.02.02.26345387 medRxiv
Show abstract

Why some surgical participants experience pain that extends beyond the original site of injury while others do not remains poorly understood. Both pain intensity and widespread pain contribute to recovery and quality of life, yet their psychosocial correlates are often examined separately. Using data from two large pre-surgical cohorts--participants preparing for knee replacement or thoracic surgery--we examined associations between sociodemographic and psychosocial factors, pain intensity at surgical and non-surgical sites, and widespread chronic pain. Across cohorts and outcomes, fatigue showed the strongest and most consistent associations with pain intensity and widespread pain, independent of other measured factors. Fatigue also occupied a central position in statistical association networks and accounted for substantial shared variance among multiple psychosocial variables, including sleep disturbance, depression, stress, and socioeconomic disadvantage. Pain at non-surgical sites was strongly associated with widespread pain and frequently accounted for observed associations between surgical-site pain and widespread pain. Together, these findings highlight robust patterns of association linking fatigue, pain intensity, and widespread pain in pre-surgical populations. One Sentence SummaryFatigue is the strongest and most consistent factor linked to how pain intensifies and spreads before surgery.

Matching journals

The top 1 journal accounts for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.