Latent class analysis of symptoms associated with chronic fatigue syndrome and fibromyalgia

Psychol Med. 2002 Jul;32(5):881-8. doi: 10.1017/s0033291702005834.


Background: Chronic fatigue syndrome and fibromyalgia continue to be perplexing conditions of unknown validity. Aetiological and symptomatic heterogeneity is likely and the distinctiveness of these disorders remains unclear. Our aims were to investigate empirically symptomatic heterogeneity in chronic fatigue syndrome and fibromyalgia.

Methods: Latent class analysis was applied to data from 646 patients who met accepted criteria for chronic fatigue syndrome and/or fibromyalgia who were systematically evaluated at a specialist fatigue clinic. Thirty-two symptoms commonly found in chronic fatigue syndrome and fibromyalgia were entered into the latent class analysis.

Results: We chose to interpret a four class solution. The classes appeared to differ in a graded fashion (rather than qualitatively) for symptom endorsements, pre-morbid characteristics, and co-morbidity with panic disorder and major depression.

Conclusions: These results were unexpected given the usual assumption of the distinctiveness of chronic fatigue syndrome and fibromyalgia. These results support a conceptualization of chronic fatigue syndrome and fibromyalgia as being characterized by greater similarities than differences.

Publication types

  • Research Support, U.S. Gov't, P.H.S.

MeSH terms

  • Adult
  • Comorbidity
  • Depressive Disorder, Major / classification
  • Depressive Disorder, Major / diagnosis
  • Depressive Disorder, Major / psychology
  • Diagnosis, Differential
  • Fatigue Syndrome, Chronic / classification
  • Fatigue Syndrome, Chronic / diagnosis*
  • Fatigue Syndrome, Chronic / psychology
  • Female
  • Fibromyalgia / classification
  • Fibromyalgia / diagnosis*
  • Fibromyalgia / psychology
  • Humans
  • Male
  • Mathematical Computing
  • Middle Aged
  • Models, Statistical
  • Panic Disorder / classification
  • Panic Disorder / diagnosis
  • Panic Disorder / psychology
  • Patient Care Team
  • Sick Role*