Measures of Overall Illness Severity and Burden for ME/CFS: A Scoping Review

Abstract:

Background and objectives: Consensus has not been established on measures of illness severity and burden for Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS), which is characterized by a wide range of symptoms including post-exertional malaise, unrefreshing sleep, and cognitive impairment. A scoping review was conducted to systematically evaluate the measurement of illness severity and burden in individuals with ME/CFS.

Methods: A literature search was conducted following PRISMA-ScR guidelines across five academic databases and one patient-organization-led website (with no restrictions on publication date; restricted to English language studies, and excluding review articles). Records were imported into Covidence, a systematic and scoping review data management tool, with studies retained if they evaluated an ME/CFS population and explicitly measured illness severity or illness burden. Information from each source was extracted and relevant measures were evaluated.

Results: From the reviewed literature, 190 full-text articles met the final inclusion criteria and were retained for analysis. The most frequently utilized tools for evaluating illness severity and burden in individuals with ME/CFS were the Medical Outcomes Study 36-Item Short-Form Health Survey (SF-36) and the Sickness Impact Profile (SIP). Additional prominent instruments identified across the literature include disease-specific measures such as the DePaul Symptom Questionnaire (DSQ) and generic health-related quality of life indices like the EuroQoL 5-Dimension (EQ-5D-5L).

Conclusions: Significant discrepancies persist in how illness severity and illness burden are operationalized in ME/CFS research. The reliance on generic instruments often obscures core symptom domains like post-exertional malaise (PEM), while inconsistent standards limit cross-comparability. Establishing standardized, disease-specifici illness metrics is critical to accurately capturing the true burden of illness and advancing rigorous clinical research.

Source: Cripe J, Ravichandran S, Deditz S, Jason LA. Measures of Overall Illness Severity and Burden for ME/CFS: A Scoping Review. Patient. 2026 Oct 15. doi: 10.1007/s40271-026-00849-8. Epub ahead of print. PMID: 42879116. https://pubmed.ncbi.nlm.nih.gov/42879116/

Comprehensive review of myalgic encephalomyelitis/chronic fatigue syndrome

Abstract:

Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) is a complex, debilitating disease that is unexplained and is characterised by persistent unexplained fatigue, Post Exertional Malaise (PEM), cognitive impairment, unrefreshing sleep and multisystem impairment. Despite the high burden of symptoms and the worldwide prevalence, ME/CFS has been poorly understood, underdiagnosed and underfunded. This large-scale review summarises the available evidence regarding the epidemiology, diagnostic progress, main clinical characteristics, pathophysiological theories and therapeutic approaches for ME/CFS.

Despite problems with diagnostic consistency, the lack of validated biomarkers, and historical linkage to psychiatric illness, the recognition of this condition has been delayed and has led to patient marginalisation. The review highlights PEM as a cardinal symptom and reviews the weaknesses in earlier diagnostic criteria, as well as current changes in treatment guidelines, including the formal withdrawal of Graded Exercise Therapy, which has evidence of harm.

New pathophysiological evidence suggests mitochondrial dysfunction, immune dysregulation, autonomic imbalance, neuroinflammation, and alterations in gut microbiome. New diagnostic and therapeutic strategies, such as metabolomic and electrophysiological assays, mTOR inhibitors, and decentralised clinical trial designs, are being studied. This intersection with Long COVID offers a chance to rapidly advance studies of post-infectious chronic diseases. The paper also argues for stringent subtyping, uniform data collection, and ongoing patient participation in research as strategies to surmount challenges of heterogeneity.

Finally, it underscores the critical need for fair funding of research, so biomarker discovery and development of disease-modifying treatments can be achieved. The care of people with ME/CFS is not only a clinical obligation, but also a public health one.

Source: Jeyaraman, M., Jeyaraman, N., Ramasubramanian, S. et al. Comprehensive review of myalgic encephalomyelitis/chronic fatigue syndrome. J Transl Med (2026). https://doi.org/10.1186/s12967-026-08833-4 https://link.springer.com/article/10.1186/s12967-026-08833-4 (Full text)

Epigenome-wide profiling identifies distinct DNA methylation architecture underlying ME/CFS and fibromyalgia symptom burden

Abstract:

Background: Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) and fibromyalgia are overlapping chronic disorders characterized by fatigue, pain, cognitive dysfunction, sleep disturbance, and multisystem symptoms. Whether peripheral blood DNA methylation reflects diagnostic categories, quantitative symptom burden, or both remains unclear. We aimed to identify DNA methylation axes associated with diagnosis, symptom dimensions, and clinical differences between these conditions.

Methods: This cross-sectional study included 188 women: 73 healthy controls, 71 with ME/CFS, and 44 with fibromyalgia. DNA methylation was profiled in peripheral blood mononuclear cells using the Illumina MethylationEPIC v2 array. Principal component analysis identified latent methylation axes. Linear models adjusted for age, body mass index, and estimated immune-cell composition tested associations with diagnostic group and clinical measures. Region-level methylation analyses, functional enrichment, bootstrap resampling, permutation testing, leave-one-out analyses, and medication/comorbidity sensitivity analyses were performed.

Results: Both patient groups had greater symptom burden than healthy controls but differed clinically. Fibromyalgia showed greater widespread pain, pain catastrophizing, central sensitization inventory scores, and temporal summation, whereas ME/CFS showed greater post-exertional malaise, cognitive symptoms, and lower physical activity. Two methylation axes showed clinically relevant associations. PC5 differentiated ME/CFS from fibromyalgia and healthy controls and was associated mainly with post-exertional malaise and cognitive symptoms. PC6 separated both patient groups from healthy controls but not from each other, and was associated with broader symptom burden, including widespread pain, pain impact, sleep disturbance, visceral symptoms, and temporal summation. The temporal summation association, together with higher widespread pain and temporal summation in fibromyalgia, suggests that PC6 includes a pain-related component extending to experimentally assessed nociceptive summation. Region-level analyses identified 591 PC5-associated and 54 PC6-associated high-confidence differentially methylated regions. Enrichment implicated neuroimmune, metabolic, cytokine, NF-κB, JAK-STAT, TGF-β, and immune-regulatory pathways. Sensitivity analyses supported the stability of the main associations.

Conclusions: Peripheral blood DNA methylation profiles identified partly distinct but overlapping DNA methylation axes in ME/CFS and fibromyalgia. PC5 was aligned with post-exertional malaise and cognitive symptoms, whereas PC6 was aligned with broader pain-related multisystem burden. Independent replication and longitudinal studies are needed to establish clinical utility.

Source: Polli A, Hendrix J, Wyns A, Van Campenhout J, Allard S, Aerts JL, Laeremans T, Xiong H, Buntinx Y, Michiels J, Ben Amar J, Godderis L, Thienpont B, Nijs J. Epigenome-wide profiling identifies distinct DNA methylation architecture underlying ME/CFS and fibromyalgia symptom burden. J Transl Med. 2026 Aug 22;24(1):1222. doi: 10.1186/s12967-026-08824-5. PMID: 42811334. https://link.springer.com/article/10.1186/s12967-026-08824-5 (Full text)

Total blood volume and red blood cell volume are not associated with orthostatic intolerance in adults with myalgic encephalomyelitis/chronic fatigue syndrome

Abstract:

Orthostatic intolerance is common in myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) and may worsen daily functioning. Although hypovolemia has been proposed as a contributor, its relationship to objective orthostatic abnormalities remains uncertain. We examined whether measured blood-volume abnormalities were associated with standardized lean-test outcomes.

Adults meeting the 1994 ME/CFS criteria and reporting substantial post-exertional malaise underwent a 10-min lean test with capnography, followed 8 days later by total blood volume (TBV) measurement using the Daxor BVA-100. Supine hypocapnia was defined as baseline end-tidal CO2 (eTCO2) <34 mmHg; postural orthostatic syndrome of hypocapnia (POSH) as normal supine eTCO2 with any leaning value <34 mmHg; and postural orthostatic tachycardia syndrome (POTS) as a heart-rate increase ≥30 beats/min or absolute heart rate ≥120 beats/min.

Among 49 participants, TBV was hypovolemic in 35%, normovolemic in 43%, and hypervolemic in 22%; red blood cell volume was deficient in 49%. Overall, 55.1% had at least one lean-test abnormality, most commonly POSH (40.8%). Abnormalities did not differ by TBV or red blood cell volume category. Static blood-volume categories were not associated with lean-test-defined orthostatic abnormalities in ME/CFS, suggesting contributions from autonomic, vascular, respiratory, or cerebrovascular mechanisms.

Source: Yamazaki T, Mancini DM, Blate M, Quan P, Norweg A, Cook DB, Natelson BH. Total blood volume and red blood cell volume are not associated with orthostatic intolerance in adults with myalgic encephalomyelitis/chronic fatigue syndrome. Physiol Rep. 2026 Sep;14(17):e71087. doi: 10.14814/phy2.71087. PMID: 42717554. https://physoc.onlinelibrary.wiley.com/doi/10.14814/phy2.71087 (Full text)

Impact of post-exertional malaise frequency and fatigue in Long COVID patients on health-related quality of lif

Abstract:

Purpose: The aim of this study was to investigate the impact of post-exertional malaise (PEM) frequency and PEM severity on health-related quality of life (HRQoL) among individuals with Long COVID.

Methods: We conducted a cross-sectional online survey including adults in Germany with self-reported Long COVID and PEM. Fatigue severity was assessed with the Fatigue Assessment Scale (FAS), and HRQoL was measured using the EQ-5D-3L (descriptive index and visual analogue scale [EQ-VAS]). Associations between PEM frequency, fatigue, and HRQoL were examined using correlations and non-parametric group comparisons. Multiple linear regression models were fitted to predict HRQoL while controlling for age, sex, employment status, and subjective social status.

Results: Higher PEM frequency was associated with significantly lower EQ-5D index scores (ρ = – 0.32, p<.001). PEM severity was also strongly correlated with reduced HRQoL (EQ-5D index: ρ = – 0.43, p<.001). In multivariable regression models, greater fatigue and higher PEM frequency independently predicted poorer HRQoL, even after adjustment for sociodemographic factors.

Conclusion: Both PEM frequency and PEM severity substantially impair HRQoL in individuals with Long COVID. These findings underscore the clinical relevance of PEM as a key symptom and highlight the need for targeted management strategies to mitigate its impact on daily life.

Clinical trial number: German Clinical Trials Register DRKS00026007; registration date: 9 September 2021.

Source: Thölking T, Müller F, Riester T, Lampe V, Theil LM, Hummers E, Sarpari K, Dopfer-Jablonka A, Happle C, Steffens S, Meier-Maiwald M, Mikuteit M, Schröder D. Impact of post-exertional malaise frequency and fatigue in Long COVID patients on health-related quality of life. Health Qual Life Outcomes. 2026 May 11;24(1):64. doi: 10.1186/s12955-026-02523-x. PMID: 42116095; PMCID: PMC13162394. https://pmc.ncbi.nlm.nih.gov/articles/PMC13162394/ (Full text)

Targeting Bioenergetic, Redox and Prostaglandin Pathways in Long COVID-Associated Post-Exertional Malaise and Brain Fog: A Nutraceutical Translational Hypothesis

Abstract:

Post-exertional malaise (PEM) and cognitive dysfunction (hereafter “cognitive dysfunction”, including the patient-reported syndrome often described as “brain fog”) are among the most disabling features of Long COVID; yet, approved disease-modifying treatments remain lacking. Emerging evidence implicates interacting disturbances in mitochondrial bioenergetics, redox regulation and neurovascular inflammation, although much of the supporting evidence remains indirect and derives from acute COVID-19, myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS), primary mitochondrial disease, inflammatory biology and mechanistic pharmacology rather than from direct Long COVID intervention trials.

This hypothesis-generating narrative review develops a mechanism-based translational framework: that a pathway-targeted nutraceutical programme may modulate selected elements of these three axes, subject to prior demonstration of formulation quality, pharmacokinetic feasibility, target engagement and safety. Candidate modules comprise coenzyme Q10 and alpha-lipoic acid for bioenergetic/redox support; selenium, sulforaphane and resveratrol for Nrf2-thioredoxin-related redox regulation; and Boswellia serrata, luteolin and eicosapentaenoic acid for putative prostaglandin/resolution-pathway modulation. Sonlicromanol provides a conceptual mechanistic precedent for combined redox and prostaglandin-directed pharmacology, but it is not considered pharmacologically equivalent to an eight-agent nutraceutical combination.

We summarise the mechanistic rationale, distinguish direct from indirect evidence, define qualitative evidence-grading criteria, outline safety and interaction considerations, and propose a staged translational research programme. This framework is intended to generate falsifiable hypotheses for future Long COVID studies, not to imply established clinical efficacy.

Source: Praet SFE. Targeting Bioenergetic, Redox and Prostaglandin Pathways in Long COVID-Associated Post-Exertional Malaise and Brain Fog: A Nutraceutical Translational Hypothesis. Nutrients. 2026 Aug 13;18(16):2650. doi: 10.3390/nu18162650. PMID: 42654231. https://www.mdpi.com/2072-6643/18/16/2650 (Full text)

Skeletal muscle properties in long COVID and ME/CFS differ from those induced by bed rest

Abstract:

Patients with long COVID and myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) suffer from post-exertional malaise. The accompanying physical inactivity may contribute to a lower aerobic capacity and may explain skeletal muscle adaptations in these patients. Here, we compare whole-body exercise responses and skeletal muscle adaptations after strict 60-day bed rest in healthy people with those in long COVID and ME/CFS patients, and healthy age- and sex-matched controls.

Bed rest alters respiratory and cardiovascular responses to maximal exercise, which are dissimilar in patients. Bed rest causes muscle atrophy without altering fiber type. Both patient groups have more glycolytic fibers, and ME/CFS patients display type I-specific atrophy. Only after bed rest is oxidative phosphorylation capacity associated with maximal oxygen uptake.

As skeletal muscle characteristics differ between patients and healthy individuals after bed rest, physical inactivity cannot solely explain the lower exercise capacity and skeletal muscle adaptations in long COVID and ME/CFS patients.

Source: Charlton BT, Slaghekke A, Appelman B, Eggelbusch M, Huijts JY, Noort W, Hendrickse PW, Bloemers FW, Posthuma JJ, van Amstel P, Goulding RP, Degens H, Jaspers RT, van Vugt M, Wüst RCI. Skeletal muscle properties in long COVID and ME/CFS differ from those induced by bed rest. Nat Commun. 2026 Jul 28;17(1):9125. doi: 10.1038/s41467-026-75725-y. PMID: 42649155. https://www.nature.com/articles/s41467-026-75725-y (Full text)

A cardiometabolic perspective on post-exertional malaise in myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) and Long COVID

Abstract:

Post-exertional malaise (PEM), the defining feature of myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS), is increasingly recognized in individuals with Long COVID. Although traditionally viewed as symptom exacerbation and/or emergence of new symptoms following exertion, PEM may reflect disrupted coordination across interconnected physiological systems operating over distinct post-exertional timescales. Such disruption may result in altered post-exertional physiological trajectories that contribute to multisystem manifestations and potential cardiometabolic consequences.

This perspective outlines a conceptual approach for investigating PEM through longitudinal assessment of post-exertional physiological trajectories while considering disease severity and underlying cardiometabolic health, including obesity and type 2 diabetes. Integrating these dimensions may help contextualize post-exertional responses, inform future longitudinal cardiometabolic profiling, facilitate patient stratification, and provide a framework for future mechanistic and interventional studies in ME/CFS and Long COVID.

Source: Westermeier F, Pretorius E, Untersmayr E, Bertinat R, Sepúlveda N, Fisman E. A cardiometabolic perspective on post-exertional malaise in myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) and Long COVID. Cardiovasc Diabetol. 2026 Aug 20;25(1):250. doi: 10.1186/s12933-026-03316-8. PMID: 42625219. https://link.springer.com/article/10.1186/s12933-026-03316-8 (Full text)

Haptoglobin Phenotypes Stratify Post-Exertional Cognitive Dysfunction Associated with Altered Cerebral Oxygenation and Metabolic Signatures in Long COVID

Abstract:

Long COVID (LC) is a heterogeneous post-infectious syndrome characterized by persistent symptoms, yet the biological basis underlying its interindividual variability remains poorly understood. Given the clinical overlap between LC and myalgic encephalomyelitis (ME), and prior demonstration that haptoglobin (Hp) phenotypes modulate symptom severity in ME, we investigated whether Hp phenotypes similarly stratify post-exertional cognitive dysfunction in LC.
In this longitudinal observational study, 44 individuals with LC and 20 short-course COVID controls, who recovered rapidly from SARS-CoV-2 infection without persistent symptoms or sequelae, underwent Hp phenotyping alongside metabolomic and physiological profiling before and after a standardized 90 min passive post-exertional challenge. Hp phenotypes identified clinically distinct LC subgroups.
Compared with Hp1-1 individuals, Hp2 allele carriers exhibited greater fatigue, poorer physical function, and more severe post-exertional symptoms. Immediately following the challenge, Hp2-2 participants with LC showed significant cognitive decline, whereas Hp1-1 individuals demonstrated cognitive resilience and more favorable longitudinal cognitive trajectories.
This differential susceptibility was accompanied by higher post-exertional cerebral fractional tissue oxygen extraction in the right hemisphere in Hp1-1 individuals and by distinct metabolic signatures, with Hp2 allele carriers exhibiting lower post-exertional plasma concentrations of citric acid, isethionate, and glucosamine. Lower metabolite levels were associated with poorer cognitive performance.
These findings support Hp phenotypes as promising candidate biomarkers for biological stratification in Long COVID, pending validation in larger independent cohorts.

Source: Moezzi A, Elremaly W, Leveau C, Franco A, Nepotchatykh O, Armstrong CW, Moreau A. Haptoglobin Phenotypes Stratify Post-Exertional Cognitive Dysfunction Associated with Altered Cerebral Oxygenation and Metabolic Signatures in Long COVID. International Journal of Molecular Sciences. 2026; 27(15):7000. https://doi.org/10.3390/ijms27157000 https://www.mdpi.com/1422-0067/27/15/7000 (Full text)

Central noradrenergic deficiency in post-infectious chronic fatigue: Neurobehavioral correlates

Abstract:

Fatigue, brain fog and post-exertional malaise are major features of post-infectious myalgic encephalomyelitis/chronic fatigue syndrome and post-acute sequelae of severe acute respiratory syndrome coronavirus 2. To date, no specific neurotransmitter abnormalities have been found in either condition. We examined the possibility of central catecholaminergic involvement and clinical correlates in post-infectious myalgic encephalomyelitis/chronic fatigue syndrome and post-acute sequelae of severe acute respiratory syndrome coronavirus 2 groups compared to healthy volunteers and, as positive controls, Parkinson’s disease patients.

In an observational, cross-sectional cohort study conducted at the National Institutes of Health Clinical Center we measured CSF levels of catecholamines and metabolites in the four groups and assessed correlations with neurobehavioral measures. CSF indices of the central Norepinephrine Pathway (norepinephrine + 3,4-dihydroxyphenylglycol + 3-methoxy-4-hydroxyphenylglycol) and Dopamine Pathway (dopamine + 3,4-dihydroxyphenylacetic acid + homovanillic acid) were measured and related to patient-recorded outcomes and physiological assessments.

Mean values for Norepinephrine Pathway activity (in pmol/mL) were lower in the post-infectious myalgic encephalomyelitis/chronic fatigue syndrome, post-acute sequelae of severe acute respiratory syndrome coronavirus 2, and Parkinson’s disease groups compared to the healthy volunteer cohort (post-infectious myalgic encephalomyelitis/chronic fatigue syndrome (-15.9, 95% confidence interval [-26.1, -5.7], P = 0.0006); post-acute sequelae of severe acute respiratory syndrome coronavirus 2 (-9.62, [-17.9, -1.4], P = 0.015); Parkinson’s disease (-19.4, [-27.5, -11.3], P < 0.0001)).

Post-acute sequelae of severe acute respiratory syndrome coronavirus 2 participants with post-exertional malaise had evidence of central noradrenergic deficiency compared to healthy volunteers (-18.3 [-31.3, -5.3], P = 0.0018). The post-infectious myalgic encephalomyelitis/chronic fatigue syndrome and post-acute sequelae of severe acute respiratory syndrome coronavirus 2 groups did not differ from the healthy group in values for the Dopamine Pathway index. Across all participants, Norepinephrine Pathway activity correlated positively with handgrip duration and general health and negatively with fatigue.

We conclude that post-infectious myalgic encephalomyelitis/chronic fatigue syndrome and post-acute sequelae of severe acute respiratory syndrome coronavirus 2 feature a specific central neurotransmitter pattern involving noradrenergic but not dopaminergic deficiency. The noradrenergic abnormality is associated with major symptoms such as post-exertional malaise.

Source: Aregawi L, Walitt B, Sullivan P, Norato G, Benjamin RN, Goldstein DS. Central noradrenergic deficiency in post-infectious chronic fatigue: neurobehavioral correlates. Brain Commun. 2026 May 13;8(3):fcag173. doi: 10.1093/braincomms/fcag173. PMID: 42205163; PMCID: PMC13202209. https://pmc.ncbi.nlm.nih.gov/articles/PMC13202209/ (Full text)