A Chronic Fatigue Syndrome (CFS) severity score based on case designation criteria.

James N Baraniuk, Oluwatoyin Adewuyi, Samantha Jean Merck, Mushtaq Ali, Murugan K Ravindran, Christian R Timbol, Rakib Rayhan, Yin Zheng, Uyenphuong Le, Rania Esteitie, Kristina N Petrie
Author Information
  1. James N Baraniuk: Division of Rheumatology, Immunology and Allergy, Georgetown University Washington, DC, USA.

Abstract

BACKGROUND: Chronic Fatigue Syndrome case designation criteria are scored as physicians' subjective, nominal interpretations of patient fatigue, pain (headaches, myalgia, arthralgia, sore throat and lymph nodes), cognitive dysfunction, sleep and exertional exhaustion.
METHODS: Subjects self-reported symptoms using an anchored ordinal scale of 0 (no symptom), 1 (trivial complaints), 2 (mild), 3 (moderate), and 4 (severe). Fatigue of 3 or 4 distinguished "Fatigued" from "Not Fatigued" subjects. The sum of the 8(Sum8) ancillary criteria was tested as a proxy for fatigue. All subjects had history and physical examinations to exclude medical fatigue, and ensure categorization as healthy or CFS subjects.
RESULTS: Fatigued subjects were divided into CFS with ≥4 symptoms or Chronic Idiopathic Fatigue (CIF) with ≤3 symptoms. ROC of Sum8 for CFS and Not Fatigued subjects generated a threshold of 14 (specificity=0.934; sensitivity=0.928). CFS (n=256) and CIF (n=55) criteria were refined to include Sum8≥14 and ≤13, respectively. Not Fatigued subjects had highly skewed Sum8 responses. Healthy Controls (HC; n=269) were defined by fatigue≤2 and Sum8≤13. Those with Sum8≥14 were defined as CFS-Like With Insufficient Fatigue Syndrome (CFSLWIFS; n=20). Sum8 and Fatigue were highly correlated (R(2)=0.977; Cronbach's alpha=0.924) indicating an intimate relationship between symptom constructs. Cluster analysis suggested 4 clades each in CFS and HC. Translational utility was inferred from the clustering of proteomics from cerebrospinal fluid.
CONCLUSIONS: Plotting Fatigue severity versus Sum8 produced an internally consistent classifying system. This is a necessary step for translating symptom profiles into fatigue phenotypes and their pathophysiological mechanisms.

Keywords

References

  1. Br J Gen Pract. 2003 Jun;53(491):441-5 [PMID: 12939888]
  2. Psychol Med. 2005 Sep;35(9):1317-26 [PMID: 16168154]
  3. Med Care. 1993 Mar;31(3):247-63 [PMID: 8450681]
  4. Psychol Med. 2005 Sep;35(9):1337-48 [PMID: 16168156]
  5. J Nerv Ment Dis. 2010 Jul;198(7):486-93 [PMID: 20611051]
  6. PLoS One. 2011 Mar 30;6(3):e16872 [PMID: 21479222]
  7. Arthritis Care Res (Hoboken). 2010 May;62(5):600-10 [PMID: 20461783]
  8. J Clin Psychol Med Settings. 2011 Jun;18(2):155-63 [PMID: 21626356]
  9. Psychiatry Res. 2011 Jul 30;188(2):245-52 [PMID: 21600664]
  10. Cephalalgia. 2004;24 Suppl 1:9-160 [PMID: 14979299]
  11. Biol Psychol. 2006 Aug;73(2):124-31 [PMID: 16473456]
  12. Med Sci Sports Exerc. 2003 Jun;35(6):908-13 [PMID: 12783037]
  13. BMC Neurol. 2005 Dec 01;5:22 [PMID: 16321154]
  14. J Clin Psychol. 2012 Jan;68(1):41-9 [PMID: 21823124]
  15. Neuropsychol Rev. 2005 Mar;15(1):29-58 [PMID: 15929497]
  16. JAMA. 1998 Sep 16;280(11):981-8 [PMID: 9749480]
  17. BMC Neurol. 2011 Mar 05;11:30 [PMID: 21375763]
  18. Otolaryngol Head Neck Surg. 2002 Nov;127(5):387-97 [PMID: 12447232]
  19. Toxicol Appl Pharmacol. 2010 Nov 1;248(3):285-92 [PMID: 20430047]
  20. J Clin Pathol. 2007 Feb;60(2):117-9 [PMID: 16935963]
  21. J Pain. 2009 Sep;10(9):895-926 [PMID: 19712899]
  22. BMC Med. 2009 Oct 12;7:57 [PMID: 19818157]
  23. Pharmacogenomics. 2006 Apr;7(3):429-40 [PMID: 16610953]
  24. Popul Health Metr. 2007 Jun 08;5:5 [PMID: 17559660]
  25. Ann Ist Super Sanita. 1999;35(3):435-41 [PMID: 10721210]
  26. Arthritis Rheum. 1990 Feb;33(2):160-72 [PMID: 2306288]
  27. Am J Respir Crit Care Med. 2005 Jan 1;171(1):5-11 [PMID: 15477496]
  28. Behav Brain Funct. 2010 Dec 29;6:76 [PMID: 21190576]
  29. BMC Med. 2011 Mar 21;9:26 [PMID: 21418640]
  30. Ann Intern Med. 1994 Dec 15;121(12):953-9 [PMID: 7978722]
  31. Injury. 2012 Dec;43(12):1990-5 [PMID: 21855064]
  32. BMC Health Serv Res. 2003 Dec 31;3(1):25 [PMID: 14702202]
  33. Pain. 1987 Aug;30(2):191-197 [PMID: 3670870]
  34. J Allergy Clin Immunol. 1997 Jul;100(1):16-22 [PMID: 9257782]
  35. NMR Biomed. 2011 Dec;24(10):1302-12 [PMID: 21560176]
  36. Psychosom Med. 2003 Nov-Dec;65(6):1047-54 [PMID: 14645784]
  37. Am J Med. 2007 Mar;120(3):e13 [PMID: 17349421]
  38. N Engl J Med. 2011 Jun 2;364(22):2091-100 [PMID: 21631321]
  39. Science. 2011 Jul 29;333(6042):517-9 [PMID: 21798910]
  40. Med Care. 1992 Jun;30(6):473-83 [PMID: 1593914]
  41. BMC Med. 2005 Dec 15;3:19 [PMID: 16356178]
  42. J Sleep Res. 2008 Dec;17(4):427-31 [PMID: 19021860]
  43. J Intern Med. 2011 Oct;270(4):327-38 [PMID: 21777306]
  44. J Psychosom Res. 2005 Nov;59(5):283-90 [PMID: 16253618]
  45. J Psychosom Res. 1995 Apr;39(3):315-25 [PMID: 7636775]
  46. Am J Med. 1998 Sep 28;105(3A):83S-90S [PMID: 9790487]
  47. Ann Allergy Asthma Immunol. 1998 Oct;81(4):359-65 [PMID: 9809501]
  48. J Asthma. 1999 Aug;36(5):459-65 [PMID: 10461935]
  49. PLoS One. 2011 Feb 23;6(2):e17287 [PMID: 21383843]
  50. Am J Epidemiol. 2000 Nov 15;152(10):992-1002 [PMID: 11092441]

Grants

  1. R01 ES015382/NIEHS NIH HHS
  2. UL1 RR031975/NCRR NIH HHS
  3. UL1 TR000101/NCATS NIH HHS

Word Cloud

Created with Highcharts 10.0.0FatiguesubjectsCFSSum8criteriafatigueChronicSyndromesymptomssymptom4Fatiguedcasedesignationpain23CIFSum8≥14highlyHCdefinedproteomicsseverityBACKGROUND:scoredphysicians'subjectivenominalinterpretationspatientheadachesmyalgiaarthralgiasorethroatlymphnodescognitivedysfunctionsleepexertionalexhaustionMETHODS:Subjectsself-reportedusinganchoredordinalscale01trivialcomplaintsmildmoderateseveredistinguished"Fatigued""NotFatigued"sum8ancillarytestedproxyhistoryphysicalexaminationsexcludemedicalensurecategorizationhealthyRESULTS:divided≥4Idiopathic≤3ROCgeneratedthreshold14specificity=0934sensitivity=0928n=256n=55refinedinclude≤13respectivelyskewedresponsesHealthyControlsn=269fatigue≤2Sum8≤13CFS-LikeInsufficientCFSLWIFSn=20correlatedR=0977Cronbach'salpha=0924indicatingintimaterelationshipconstructsClusteranalysissuggestedcladesTranslationalutilityinferredclusteringcerebrospinalfluidCONCLUSIONS:Plottingversusproducedinternallyconsistentclassifyingsystemnecessarysteptranslatingprofilesphenotypespathophysiologicalmechanismsscorebasedfibromyalgiamyalgicencephalomyelitis

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