Pathophysiological, Translational, and Diagnostic Aspects of ME/CFS: A Focus on Skeletal Muscle Involvement

Abstract:

Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) is a chronic, multisystemic disorder characterized by severe, persistent fatigue not alleviated by rest and worsened by minimal exertion, often accompanied by post-exertional malaise (PEM), unrefreshing sleep, cognitive dysfunction, and autonomic disturbances. Despite decades of research, its pathophysiology remains incompletely understood, and skeletal muscle involvement has only recently gained attention.

This review aims to provide a historical and pathophysiological synthesis of ME/CFS, emphasizing the pivotal role of skeletal muscle in the onset and persistence of symptoms, and to integrate molecular, cellular, and pathophysiological evidence into a coherent explanatory framework.

This is a narrative review of published literature (1990-2025) with critical integration of clinical, biochemical, and experimental data on oxidative stress, mitochondrial dysfunction, Excitation-Contraction (E-C coupling) dysregulation, and muscle secretome alterations in ME/CFS also in relation to post-viral syndromes (e.g., Long COVID).

Evidence consistently points to mitochondrial oxidative stress, redox imbalance, impaired Ca2+ handling, and altered signaling pathways in skeletal muscle of patients with ME/CFS. Historical milestones show an evolution from psychogenic interpretations toward recognition of ME/CFS as a biological disorder with neuromuscular and metabolic underpinnings.

ME/CFS can be interpreted as a skeletal muscle-metabolic disorder characterized by oxidative distress, mitochondrial dysfunction, and impaired energy regulation, leading to the clinical picture of exercise intolerance and post-exertional malaise. Integrating basic and clinical research through a translational approach provides the foundation for new diagnostic tools, targeted therapies, and biomarkers.

Source: Fanò-Illic G, Coscia F, Gigliotti PV, Checcaglini F, Carraro U, Fulle S, Mancinelli R. Pathophysiological, Translational, and Diagnostic Aspects of ME/CFS: A Focus on Skeletal Muscle Involvement. Diagnostics (Basel). 2026 Mar 28;16(7):1019. doi: 10.3390/diagnostics16071019. PMID: 41975732. https://www.mdpi.com/2075-4418/16/7/1019 (Full text)

Commentary: Cognitive behavioural therapy for the treatment of chronic fatigue syndrome in adults: a short analysis of the meta-analysis

Introduction:

The meta-analysis by Kolala et al. () selected 12 studies and examined whether non-protocol-based cognitive behavioural therapy (CBT) is effective in myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) patients who have not been selected in accordance with the Oxford criteria. They chose this approach because experts have recommended that the Oxford criteria should not be used anymore because post-exertional malaise (PEM), the main characteristic of the disease, is not required for diagnosis according to these criteria.

The primary outcome of the meta-analysis was fatigue, and the authors concluded that CBT did not lead to statistically significant improvement. Nevertheless, at the same time, they concluded that individual face-to-face CBT had a large effect on reducing fatigue and that self-directed CBT had a large effect on increasing physical functioning. None of their other analyses yielded statistically significant results.

They also concluded that self-directed CBT should be used for patients with milder symptoms and that booster sessions may be required because of the lack of long-term efficacy of CBT. However, in a poster presentation for the Royal Australian and New Zealand College of Psychiatrists, they stated that CBT should be offered to all patients with ME/CFS ().

The British National Institute for Health and Care Excellence (NICE) reviewed the literature as part of the process to update its ME/CFS guideline and concluded that CBT studies were all of low or very low quality. NICE () also concluded that CBT does not lead to improvement or recovery.

In this article, we analysed the evidence that was used by Kolala et al. () to come to their conclusions. Our analysis, however, shows that the data support the conclusions by NICE and that it does not support the conclusions of the meta-analysis. Moreover, Kolala et al. ignored the problems of the studies in their analysis.

Source: Vink M, Vink-Niese F. Commentary: Cognitive behavioural therapy for the treatment of chronic fatigue syndrome in adults: a short analysis of the meta-analysis. Front Psychiatry. 2026 Mar 27;16:1746712. doi: 10.3389/fpsyt.2025.1746712. PMID: 41969360; PMCID: PMC13067286. https://pmc.ncbi.nlm.nih.gov/articles/PMC13067286/ (Full text)

Making Invisible Illnesses Visible: Recognizing and Responding to Infection Associated Chronic Conditions

Abstract:

The emergence of post-COVID conditions (PCC) has renewed attention to infection-associated chronic conditions and illnesses (IACCI), including myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) and Lyme disease-associated chronic symptoms. Millions of Americans are affected by these debilitating, misunderstood conditions, which share symptom profiles and pathophysiologic abnormalities. IACCI have received insufficient clinical attention and research investment.

We outline elements of a patient-centered approach to care, emphasizing validation of patients’ experiences, multidisciplinary management, and symptom-focused treatment. Opportunities to strengthen clinical practice include a new CMS code for chronic condition management, extended visits, and creation of welcoming care environments. Advances in PCC and ME/CFS research provide a foundation for exploring shared mechanisms and developing targeted therapies. Improved surveillance, harmonized research, and inclusive trial designs are needed to define disease burden and accelerate therapeutic progress. Coordinated action by clinicians, researchers, and policymakers can help address longstanding gaps and improve outcomes for all individuals with IACCI

Source: Iskander JK, Haridopolos S. Making Invisible Illnesses Visible: Recognizing and Responding to Infection Associated Chronic Conditions. Clin Infect Dis. 2026 Apr 9:ciag240. doi: 10.1093/cid/ciag240. Epub ahead of print. PMID: 41967005. https://pubmed.ncbi.nlm.nih.gov/41967005/

Preventive Effects of Probiotic Formula on Metabolic Stress Associated Physical Fatigue in Forced Swimming and LPS-Induced Mouse Models

Abstract:

Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a complex disorder characterized by persistent fatigue and post-exertional symptom exacerbation, frequently associated with immune and metabolic disturbances. To evaluate the therapeutic potential of a probiotic formula, HH-205M, we employed a composite mouse model combining forced swimming stress (FSS) and repeated lipopolysaccharide (LPS) administration. FSS-LPS exposure induced pronounced fatigue-like phenotypes, including reduced physical endurance capacity in treadmill and weight-loaded swimming tests, delayed recovery in post-swim grooming behavior, and increased thermal pain sensitivity.

These behavioral impairments were accompanied by elevated serum creatine kinase (CK), lactate dehydrogenase (LDH), and lactate levels, indicating systemic metabolic stress. At the tissue level, FSS-LPS increased lipid peroxidation and upregulated pro-inflammatory cytokine expression while suppressing antioxidant gene expression in the gastrocnemius muscle. Furthermore, expression of lactate-related genes, Hcar1 (GPR81) and Slc16a1 (MCT1), was reduced, suggesting disruption of lactate transport and sensing pathways under chronic stress and inflammatory conditions.

HH-205M supplementation attenuated the elevations in circulating fatigue-related biomarkers, moderated oxidative and inflammatory responses, and restored Hcar1 and Slc16a1 expression.

These molecular changes were paralleled by improvements in endurance performance and nociceptive sensitivity. HH-205M administration was also associated with distinct shifts in gut microbial composition, including enrichment of Akkermansia and Bacteroides and reduced relative abundance of Alistipes.

Collectively, these findings indicate that the FSS-LPS composite model recapitulates inflammation-associated metabolic disturbances relevant to fatigue-like conditions and that HH-205M administration is associated with concurrent improvements in behavioral and molecular parameters in this model.

Source: Song JG, Bae HJ, Lee DH, Seo J, Lee B, Shin KJ, Chung EC, Lee J, Kim HW, Oh NS. Preventive Effects of Probiotic Formula on Metabolic Stress Associated Physical Fatigue in Forced Swimming and LPS-Induced Mouse Models. J Microbiol Biotechnol. 2026 Apr 10;36:e2603034. doi: 10.4014/jmb.2603.03034. PMID: 41958144. https://pubmed.ncbi.nlm.nih.gov/41958144/

Validation of the Wood Mental Fatigue Inventory in adolescents with myalgic encephalomyelitis/chronic fatigue syndrome

Abstract:

Background: There is no consensus regarding the most reliable and valid measures of cognitive dysfunction in adolescents and adults with myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS). The Wood Mental Fatigue Inventory (WMFI) is commonly used in adults while the Pediatric Quality of Life Multidimensional Fatigue Scale (PedsQL MFS) is commonly used in adolescents. This study examined whether the WMFI was valid in adolescents.

Methods: Over a two-year period, participants in a cohort study completed four questionnaires: PedsQL, PedsQL MFS, Functional Disability Inventory (FDI), and WMFI. We examined the validity of the WMFI in 55 healthy adolescents and 55 with ME/CFS, determined how well the WMFI and PedsQL MFS cognitive fatigue subscale correlated with one another and with general quality of life surveys, and examined each questionnaire’s responsiveness to change over time.

Results: The PedsQL MFS cognitive fatigue subscale and the WMFI had a strong negative correlation for both healthy controls and ME/CFS patients at baseline with R2 values of 0.3915 and 0.8049 respectively. There was a similar strong negative correlation (R2 = 0.7739) between the two questionnaires in ME/CFS participants at the 24 month point of follow-up after multi-modal treatment. Each questionnaire was found to be similarly responsive to change.

Conclusion: The WMFI had a high correlation with the PedsQL MFS cognitive fatigue subscale. The WMFI has the advantage of ease of scoring. Both measures were responsive to changes in mental fatigue among those with ME/CFS over time.

Source: Welch DC, Edwards CC, Broussard CA, Swope ME, Christoforou ME, Matson PA, Azola AM, Rowe PC. Validation of the Wood Mental Fatigue Inventory in adolescents with myalgic encephalomyelitis/chronic fatigue syndrome. Brain Behav Immun Health. 2026 Mar 25;53:101222. doi: 10.1016/j.bbih.2026.101222. PMID: 41953581; PMCID: PMC13053862. https://pmc.ncbi.nlm.nih.gov/articles/PMC13053862/ (Full text)

The Effect of Fluvoxamine and Metformin for Fatigue in Patients With Long COVID: An Adaptive Randomized Trial

Abstract:

Background: Postacute sequelae of SARS-CoV-2, or long COVID, presents a major therapeutic challenge, with fatigue being a prevalent and debilitating symptom.

Objective: To assess the efficacy of fluvoxamine and metformin for long COVID fatigue.

Design: Randomized, placebo-controlled, adaptive trial. (ClinicalTrials.gov: NCT06128967).

Setting: Outpatient sites in Brazil.

Participants: 399 adults with fatigue persisting 90 or more days after confirmed SARS-CoV-2 infection.

Intervention: Participants were randomly assigned to fluvoxamine (100 mg twice daily), metformin (750 mg twice daily), or matching placebo for 60 days.

Measurements: The primary outcome was change in Fatigue Severity Scale (FSS) score.

Results: Fluvoxamine showed a significant reduction in fatigue compared with placebo at day 60 (mean difference, -0.43 [95% credible interval {CrI}, -0.80 to -0.07]), with a sustained effect at day 90 (mean difference, -0.58 [CrI, -0.98 to -0.16]). Fluvoxamine also improved quality-of-life scores with high posterior probability. Metformin showed no significant benefit. Adverse events were less frequent with fluvoxamine (20.0%) than with metformin (28.8%) or placebo (29.7%). Grade 3 and higher adverse events were rare across all groups.

Limitations: The 90-day follow-up period limits conclusions about the durability of treatment effects, and the exclusive focus on fatigue as the primary outcome does not address other prevalent long COVID symptoms, leaving fluvoxamine’s broader therapeutic utility uncertain.

Conclusion: Fluvoxamine, but not metformin, may be an effective treatment for reducing fatigue and improving quality of life in patients with long COVID.

Primary funding source: The Latona Foundation.

Source: Reis G, Dos Santos Moreira Silva EA, Medeiros Silva DC, Thabane L, Ferreira TS, Reis LLF, Figueiredo Guimaraes Almeida AP, Menezes Amaral M, Savassi LCM, de Souza Campos VH, Campos Simplicio MI, Barra Ribeiro L, de Souza Medeiros T, Campos Siqueira T, Vieira TS, Drumond Rausse N, Garofolo TC, Fagundes Silva EC, Harari O, D’Urso G, Forrest JI, Park J, Nachega JB, Lindsell C, Glenn JS, Thorlund K, Dybul M, Mills EJ; REVIVE Investigators. The Effect of Fluvoxamine and Metformin for Fatigue in Patients With Long COVID : An Adaptive Randomized Trial. Ann Intern Med. 2026 Mar 31. doi: 10.7326/ANNALS-25-03959. Epub ahead of print. PMID: 41911553. https://www.acpjournals.org/doi/10.7326/ANNALS-25-03959 (Full text)

Babesia and Bartonella Species DNA in Blood and Enrichment Blood Cultures from People with Chronic Fatigue and Concurrent Neurological Symptoms

Abstract:

Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a medical condition characterized by extreme fatigue lasting at least 6 months. Based upon case reports, patients infected with Babesia or Bartonella spp. have reported a history of chronic fatigue and concurrent neurological symptoms. In this study, 50 study participants reporting fatigue lasting from six months to 19 years and one or more neurological symptoms were selected.

PCR assays were used to amplify Babesia and Bartonella spp. DNA from blood and enrichment blood cultures. Using targeted qPCR amplification and DNA sequencing, infection with Babesia spp., Bartonella spp. or both genera was confirmed in 10, 11, and 2 individuals, respectively. Of 50 participants, 12 (24%, 95% CI: 12-36%) were infected with a Babesia species, while Bartonella species infection was documented in 13/50 individuals (26%, 95% CI: 13.8-38.2%).

This study provides documentation supporting a potential role for Babesia and Bartonella infection in patients with presentations consistent with ME/CFS. Prospective case-control studies, using highly sensitive direct pathogen detection techniques, are needed to determine whether or the extent to which infection with members of these two genera contributes to or causes ME/CFS.

Source: Breitschwerdt EB, Maggi RG, Bush JC, Kingston E. Babesia and Bartonella Species DNA in Blood and Enrichment Blood Cultures from People with Chronic Fatigue and Concurrent Neurological Symptoms. Pathogens. 2025 Dec 19;15(1):2. doi: 10.3390/pathogens15010002. PMID: 41598986; PMCID: PMC12844623. https://pmc.ncbi.nlm.nih.gov/articles/PMC12844623/ (Full text)

Proteomic signatures in cerebrospinal fluid and their clinical associations in patients with ME/CFS

Abstract:

This study evaluated the cerebrospinal fluid (CSF) proteomes from 31 patients diagnosed with myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS). We quantified 902 proteins, each expressed in at least eleven samples, and systematically categorized clinical factors relevant to ME/CFS symptoms-including autonomic dysfunction, neuroinflammation and metabolic disturbances.

Differentially expressed protein and pathway analyses evaluated protein features associated with both postural orthostatic tachycardia syndrome (POTS) status and disease severity among the patients, while ratio-based analysis further explored associations with severity ratings.

Data are available via ProteomeXchange with identifier PXD076216. Neutrophil degranulation and platelet activation were enriched in patients with POTS, and several pathways, such as the complement cascade, coagulation-related pathways and IGFBP‑mediated insulin-like growth factor transport, were enriched in severe cases. Ratio-based analysis identified four biologically interpretable severity-associated protein ratios related to cellular stress, extracellular remodelling and immune-neuronal interaction.

Together, these findings provide insight into the biological processes associated with clinical heterogeneity in ME/CFS and generate hypotheses for future validation in larger independent cohorts.

Source: Bragée B, Li P, Meadows D, Widgren A, Sjögren P, Ghatan PH, Bertilson BC, Xiao W, Bergquist J. Proteomic signatures in cerebrospinal fluid and their clinical associations in patients with ME/CFS. Sci Rep. 2026 Apr 3. doi: 10.1038/s41598-026-46965-1. Epub ahead of print. PMID: 41932997.  https://www.nature.com/articles/s41598-026-46965-1 (Full text available as PDF file)

The Role of ME/CFS Phenotype in Outpatient Post-COVID Rehabilitation

Abstract:

Post-COVID-19 syndrome (PCS) shares core clinical features with myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS), particularly persistent fatigue and post-exertional malaise (PEM). However, the prevalence of ME/CFS among PCS rehabilitation outpatients remains unclear.

Medical records of 216 PCS rehabilitation outpatients (57% female; age 47.7±12.5; January 2021 to April 2022) were retrospectively reviewed. During rehabilitation and at a six-month telephone follow-up, ME/CFS was diagnosed using the Canadian Consensus Criteria (CCC). Demographics, body mass index (BMI), FAS, and 6MWT were compared between phenotype and non-phenotype groups using logistic regression, repeated measures ANOVA, and chi-square tests (α=0.05). Of 216 patients, 15 (93% female; age 40.6±10.7; BMI 25.7±5.6) met ME/CFS criteria, yielding a prevalence of 6.9%.

Compared with non-ME/CFS phenotype, ME/CFS phenotype patients were significantly younger (p=0.01) and predominantly female (p=0.003). Baseline FAS was significantly higher (35.8±6.4 vs. 27.8±8.6, p=0.001) and did not improve (Δ +1.3±4.5 vs. Δ -5.1±6.2, p<0.001). Baseline 6MWT was significantly lower (479±132 m vs. 540±96.1 m, p=0.02) and both groups improved over time, but between-group change was not significant (p=0.49).

Approximately 7% of PCS in outpatient rehabilitation exhibit ME/CFS, characterized by severe, persistent fatigue, female predominance, and attenuated functional gains. While the FAS is a practical screening tool, confirmation via CCC remains essential. Future studies should validate these findings and explore tailored rehabilitation strategies for patients with ME/CFS.

Source: Kaiserseder M, Prüfer F, Untersmayer-Elsenhuber E, Zwick RH. Welche Rolle spielt der ME/CFS-Phänotyp in einer ambulanten Post-COVID-Rehabilitation? [The Role of ME/CFS Phenotype in Outpatient Post-COVID Rehabilitation]. Pneumologie. 2026 Mar 30. German. doi: 10.1055/a-2823-6976. Epub ahead of print. PMID: 41911688. https://pubmed.ncbi.nlm.nih.gov/41911688/ (Full text available in German)

Long COVID disability burden in US adults

Abstract:

Background: Five years since the scientific and patient communities first identified the syndrome now known as Long COVID, affected individuals lack treatments, and the US lacks population-based data on its disability burden and correlation with National Institutes of Health (NIH) funding. Moreover, akin to other debilitating conditions it often co-occurs with, e.g., Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) and dysautonomia, Long COVID disproportionately impacts females whose concerns are often marginalized.

Methods: We quantify Long COVID years lived with disability (YLDs= prevalence x disability weight) in US adults and its actual/YLD-commensurate average annual NIH FY2022-2024 funding versus 68 comparator conditions, by sex predominance. We derive Long COVID prevalence from Census Bureau surveys (9/2022-8/2023) and apply disability weights from the Global Burden of Disease Study.

Results: Long COVID YLDs approximate those of Alzheimer’s and Asthma. Long COVID received 14% of its disability commensurate funding: $106 million vs. $739.8 million. ME/CFS is the most under-funded condition, receiving <1% of its YLD proportionate funding. Among conditions analyzed, 24 are female-predominant (we estimate Long COVID funding two ways), 12 male-predominant, and 33 show no sex predominance. Among the 12 below-median funded/above-median YLD conditions, 7/12 are female-predominant, none are male-predominant. Median funding/per YLD is 5.2 times higher for male- vs. female-predominant conditions (7.0 vs 1.3 million per YLD, p = 0.007). Overall, YLDs explain 6.5% of funding variance in a linear regression model using YLD as the sole predictor (Adjusted R-squared: 0.065).

Conclusions: With chronic conditions like Long COVID rising, disability burden merits greater consideration in funding decisions, as does biological sex.

Source: Bonuck K, Gao Q, Congdon S, Kim RS. Long COVID disability burden in US adults. Commun Med (Lond). 2026 Mar 31;6(1):177. doi: 10.1038/s43856-026-01516-7. PMID: 41917225. https://www.nature.com/articles/s43856-026-01516-7 (Full text)