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Diagnostic CriteriaPEM-relevant

Diagnostics

510 studies in the atlas

ME/CFS diagnosis has historically been complicated by inconsistent and sometimes conflicting case definitions. The Fukuda 1994 criteria, Oxford criteria, Canadian Consensus Criteria (CCC), International Consensus Criteria (ICC), and IOM/SEID 2015 criteria differ substantially in their requirements — particularly regarding post-exertional malaise, which is required by CCC, ICC, and IOM but not by Fukuda or Oxford. Research increasingly demonstrates that case definition quality shapes research findings, with studies using strict PEM-required criteria identifying a more homogeneous patient population and more consistent biomedical findings. The atlas classifies each study by the case definition used.

What we know

  • Diagnosis is currently based on clinical criteria, primarily CCC (2003), ICC (2011), and IOM/NAM (2015)
  • All modern criteria require PEM as a cardinal feature
  • Two-day CPET provides objective evidence of exercise intolerance but is not widely available
  • Average time to diagnosis exceeds 5 years in many countries, with high rates of initial misdiagnosis

What remains uncertain

  • Several blood-based biomarker candidates are under investigation but none is clinically validated
  • Whether AI-assisted diagnostic tools could improve recognition in primary care
  • The optimal screening approach for identifying ME/CFS in post-infectious populations
  • Whether the IOM criteria perform differently from CCC in clinical versus research settings

What is emerging

  • When a clinically validated diagnostic biomarker will become available
  • Whether composite biomarker panels will outperform single markers
  • How to reduce diagnostic delay without sacrificing diagnostic accuracy
  • Whether wearable data (heart rate, activity) could support earlier recognition

Start here

E0 ConsensusPEM required

Myalgic encephalomyelitis (or encephalopathy)/chronic fatigue syndrome: diagnosis and management

NICE Guideline Committee·National Institute for Health and Care Excellence (NICE)·2021

The UK's National Institute for Health and Care Excellence updated its ME/CFS guidelines after a comprehensive evidence review. The updated guidelines removed Graded Exercise Therapy (GET) and Cognitive Behavioural Therapy (CBT) as recommended treatments, as evidence showed they were not effective and could be harmful. Pacing and energy management were endorsed.

Research Momentum

497 publications over 46 years. Recent trend: decreasing (12/year over the last 3 years).

Top Studies

60 of 510, sorted by evidence level and year

E0ReviewPEM ?

Digital Approaches for Managing Brain Fog in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS): Interventions, Monitoring, and Future Directions.

2026
Araja, Diana et al.·Life (Basel, Switzerland)·Review-Narrative
E0GuidelinePEM ?

[Interdisciplinary consensus statement about the diagnosis and treatment of chronic fatigue syndrome/myalgic encephalomyelopathy].

2025
Simonyi, Gábor et al.·Orvosi hetilap·Guideline
E0ReviewPEM ?

Systematic review of fatigue severity in ME/CFS patients: insights from randomized controlled trials.

2024
Park, Jae-Woong et al.·Journal of translational medicine·Systematic-Review
E0GuidelinePEM ?

NICE guideline on ME/CFS: robust advice based on a thorough review of the evidence.

2024
Barry, Peter Walter et al.·Journal of neurology, neurosurgery, and psychiatry
E0GuidelinePEM ✓

Appraisal of Clinical Practice Guideline: National Institute for Health and Care Excellence (NICE) clinical practice guideline for myalgic encephalomyelitis (or encephalopathy)/chronic fatigue syndrome: diagnosis and management.

2024
F Tyson, Sarah·Journal of physiotherapy·Guideline
E0ReviewPEM ?

Healthcare system barriers impacting the care of Canadians with myalgic encephalomyelitis: A scoping review.

2024
Hussein, Said et al.·Journal of evaluation in clinical practice·Evidence-Map
E0ReviewPEM ✗

The role of psychiatry in diagnosis and treatment of paediatric chronic fatigue syndrome - a scoping literature review.

2023
Dolp, Reinhard et al.·International journal of adolescent medicine and health·Systematic-Review
E0GuidelinePEM ✓

NICE sets out steps NHS must take to implement ME/CFS guidelines.

2022
Torjesen, Ingrid·BMJ (Clinical research ed.)·Guideline
E0GuidelinePEM ✓

Myalgic encephalomyelitis (or encephalopathy)/chronic fatigue syndrome: diagnosis and management

2021
NICE Guideline Committee·National Institute for Health and Care Excellence (NICE)·Guideline
E0ReviewPEM ?

Recovery from chronic fatigue syndrome: a systematic review-heterogeneity of definition limits study comparison.

2021
Moore, Yasmin et al.·Archives of disease in childhood·Systematic-Review
E0GuidelinePEM ?

Approach to Fatigue: Best Practice.

2021
Dukes, Jason C et al.·The Medical clinics of North America·Guideline
E0ReviewPEM ✗

Systematic review and meta-analysis of the prevalence of chronic fatigue syndrome/myalgic encephalomyelitis (CFS/ME).

2020
Lim, Eun-Jin et al.·Journal of translational medicine·Systematic-Review
E0ReviewPEM ?

A Literature Review of GP Knowledge and Understanding of ME/CFS: A Report from the Socioeconomic Working Group of the European Network on ME/CFS (EUROMENE).

2020
Pheby, Derek F H et al.·Medicina (Kaunas, Lithuania)·Systematic-Review
E0ReviewPEM ?

Myalgic encephalomyelitis/chronic fatigue syndrome and the biopsychosocial model: a review of patient harm and distress in the medical encounter.

2019
Geraghty, Keith J et al.·Disability and rehabilitation·Review-Narrative
E0ReviewPEM ?

How have selection bias and disease misclassification undermined the validity of myalgic encephalomyelitis/chronic fatigue syndrome studies?

2019
Nacul, Luis et al.·Journal of health psychology·Review-Narrative
E0ReviewPEM ✗

[Chronic Fatigue Syndrome: A Critical Review].

2017
Rollnik, Jens D·Fortschritte der Neurologie-Psychiatrie·Editorial
E0ReviewPEM ?

Practical management of chronic fatigue syndrome or myalgic encephalomyelitis in childhood.

2017
Brigden, Amberly et al.·Archives of disease in childhood·Review-Narrative
E0GuidelinePEM ✓

Beyond Myalgic Encephalomyelitis/Chronic Fatigue Syndrome: Redefining an Illness

2015
Institute of Medicine Committee on the Diagnostic Criteria for Myalgic Encephalomyelitis/Chronic Fatigue Syndrome·National Academies Press·Guideline
E0ReviewPEM ✓

Diagnostic Methods for Myalgic Encephalomyelitis/Chronic Fatigue Syndrome: A Systematic Review for a National Institutes of Health Pathways to Prevention Workshop.

2015
Haney, Elizabeth et al.·Annals of internal medicine·Systematic-Review
E0ReviewPEM ?

National Institutes of Health Pathways to Prevention Workshop: Advancing the Research on Myalgic Encephalomyelitis/Chronic Fatigue Syndrome.

2015
Green, Carmen R et al.·Annals of internal medicine·Evidence-Map
E0ReviewPEM ✗

Case definitions for chronic fatigue syndrome/myalgic encephalomyelitis (CFS/ME): a systematic review.

2014
Brurberg, Kjetil Gundro et al.·BMJ open·Systematic-Review
E0ReviewPEM ✗

[A literature review on Chinese medicine syndrome and syndrome elements of chronic fatigue syndrome].

2014
Peng, Min et al.·Zhongguo Zhong xi yi jie he za zhi Zhongguo Zhongxiyi jiehe zazhi = Chinese journal of integrated traditional and Western medicine·Systematic-Review
E0ReviewPEM ?

Overcoming the barriers to the diagnosis and management of chronic fatigue syndrome/ME in primary care: a meta synthesis of qualitative studies.

2014
Bayliss, Kerin et al.·BMC family practice·Systematic-Review
E0ReviewPEM ✓

The adoption of chronic fatigue syndrome/myalgic encephalomyelitis case definitions to assess prevalence: a systematic review.

2013
Johnston, Samantha et al.·Annals of epidemiology·Systematic-Review
E0ReviewPEM ✗

The prevalence of chronic fatigue syndrome/ myalgic encephalomyelitis: a meta-analysis.

2013
Johnston, Samantha et al.·Clinical epidemiology·Meta-Analysis
E0ReviewPEM ✗

A review of the definitional criteria for chronic fatigue syndrome.

2012
Christley, Yvonne et al.·Journal of evaluation in clinical practice·Review-Narrative
E0ReviewPEM ?

Pediatric Myalgic Encephalomyelitis/Chronic Fatigue Syndrome.

2012
Jason, Leonard A et al.·Reviews in health care·Review-Narrative
E0ReviewPEM ✗

CFS: A Review of Epidemiology and Natural History Studies.

2009
Jason, Leonard A et al.·Bulletin of the IACFS/ME·Review-Narrative
E0ReviewPEM ✗

A systematic review of chronic fatigue syndrome: don't assume it's depression.

2008
Griffith, James P et al.·Primary care companion to the Journal of clinical psychiatry·Systematic-Review
E0GuidelinePEM ✓

Diagnosis and management of chronic fatigue syndrome or myalgic encephalomyelitis (or encephalopathy): summary of NICE guidance.

2007
Baker, R et al.·BMJ (Clinical research ed.)·Guideline
E0GuidelinePEM ?

NICE guidance on managing chronic fatigue syndrome/ME.

2007
Hairon, Nerys et al.·Nursing times·Guideline
E0ReviewPEM ✗

Chronic fatigue syndrome: a systematic review.

2006
Maquet, D et al.·Annales de readaptation et de medecine physique : revue scientifique de la Societe francaise de reeducation fonctionnelle de readaptation et de medecine physique·Systematic-Review
E0ReviewPEM ✗

Chronic fatigue syndrome: the need for subtypes.

2005
Jason, Leonard A et al.·Neuropsychology review·Review-Narrative
E0GuidelinePEM ?

Chronic fatigue syndrome. Clinical practice guidelines--2002.

2002
Working Group of the Royal Australasian College of Physicians·The Medical journal of Australia·Guideline
E0GuidelinePEM ?

Chronic fatigue syndrome: a step towards agreement.

2002
Clark, Christopher et al.·Lancet (London, England)·Guideline
E0ReviewPEM ?

Defining and managing chronic fatigue syndrome.

2001
Mulrow, C D et al.·Evidence report/technology assessment (Summary)·Systematic-Review
E0ReviewPEM ✗

Chronic fatigue and chronic fatigue syndrome: shifting boundaries and attributions.

1998
Lloyd, A R·The American journal of medicine·Editorial
E0ReviewPEM ?

Chronic fatigue syndrome in children and adolescents: a review.

1998
Jordan, K M et al.·The Journal of adolescent health : official publication of the Society for Adolescent Medicine·Review-Narrative
E0ReviewPEM ✗

Epidemiologic advances in chronic fatigue syndrome.

1997
Levine, P H·Journal of psychiatric research·Review-Narrative
E0ReviewPEM ?

The epidemiology of chronic fatigue syndrome.

1995
Wessely, S·Epidemiologic reviews·Review-Narrative
E0GuidelinePEM ?

A report--chronic fatigue syndrome: guidelines for research.

1991
Sharpe, M C et al.·Journal of the Royal Society of Medicine·Guideline
E0ReviewPEM ?

Postviral fatigue syndrome: time for a new approach.

1988
David, A S et al.·British medical journal (Clinical research ed.)·Editorial
E0ReviewPEM ?

Use of artificial intelligence and machine learning for the management of fibromyalgia: a scoping review.

2026
Clempi Almeida E Silva, Ana Laura et al.·The Journal of manual & manipulative therapy·Systematic-Review
E0ReviewPEM ?

[Post-COVID: An inventory focusing on the key complaints PEM and POTS].

2026
Hensel, Ole et al.·MMW Fortschritte der Medizin·Review-Narrative
E0ReviewPEM ?

Ignored, dismissed, and minimized: Understanding the harmful consequences of invalidation in health care-A systematic meta-synthesis of qualitative research.

2025
Bontempo, Allyson C et al.·Psychological bulletin·Systematic-Review
E0ReviewPEM ✗

Celiac Disease-Related Conditions: Who to Test?

2024
Zingone, Fabiana et al.·Gastroenterology·Guideline
E0ReviewPEM ✗

Autoimmune Autonomic Neuropathy: From Pathogenesis to Diagnosis.

2024
Nakane, Shunya et al.·International journal of molecular sciences·Review-Narrative
E0ReviewPEM ?

Myalgic encephalomyelitis/chronic fatigue syndrome from current evidence to new diagnostic perspectives through skeletal muscle and metabolic disturbances.

2024
Pietrangelo, Tiziana et al.·Acta physiologica (Oxford, England)
E0ReviewPEM ?

Is chronic fatigue syndrome the same illness as fibromyalgia: evaluating the 'single syndrome' hypothesis.

2013
Abbi, B et al.·QJM : monthly journal of the Association of Physicians·Review-Narrative
E0ReviewPEM ✗

Chronic fatigue syndrome and fibromyalgia: clinical assessment and treatment.

2001
Friedberg, F et al.·Journal of clinical psychology·Review-Narrative
E0ReviewPEM ✗

A review of the evidence for overlap among unexplained clinical conditions.

2001
Aaron, L A et al.·Annals of internal medicine·Systematic-Review
E0ReviewPEM ✗

Functional somatic syndromes: one or many?

1999
Wessely, S et al.·Lancet (London, England)·Review-Narrative
E0ReviewPEM ✗

Review of juvenile primary fibromyalgia and chronic fatigue syndrome.

1999
Breau, L M et al.·Journal of developmental and behavioral pediatrics : JDBP·Review-Narrative
E0ReviewPEM ✗

Fibromyalgia and chronic fatigue syndrome: similarities and differences.

1996
Buchwald, D·Rheumatic diseases clinics of North America·Review-Narrative
E0ReviewPEM ✗

Fibromyalgia, chronic fatigue, and myofascial pain syndromes.

1992
Goldenberg, D L·Current opinion in rheumatology·Editorial
E0ReviewPEM ✗

The differential diagnosis of tiredness: a systematic review.

2016
Stadje, Rebekka et al.·BMC family practice·Systematic-Review
E1CohortPEM ✓

Cardiopulmonary exercise testing and post-exertional malaise in ME/CFS: A retrospective analysis

2018 · n=51
Staci R. Stevens et al.·Journal of Translational Medicine·Observational
E2DiagnosticPEM ?

Improving myalgic encephalomyelitis population sampling: Applying an online respondent-driven method to address biases in G93.3 register data.

2026
Kielland, Anne et al.·Journal of health psychology·Cross-Sectional
E2CohortPEM ?

ICD-10 Diagnoses prior to ME/CFS diagnosis in children and young people suggest potential early diagnostic indicators.

2026
Wirth, Marielle et al.·Scientific reports·Case-Control
E2CohortPEM ?

3D Virtual Reality Performance Metrics as a Future Fatigue Biomarker in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS).

2026
Ladek, Anja-Maria et al.·Biomedicines·Cross-Sectional

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