Plasma proteomic profile reveals persistent immune activation in post-acute sequelae of SARS-CoV-2 infection

Abstract:

Plasma proteomic profiling of 92 individuals with Post-Acute Sequelae of SARS-CoV-2 infection (PASC), assessed a mean of 34 months after acute infection, revealed a distinct inflammatory signature. Using proximity extension assay technology, 358 proteins were quantified, identifying 26 differentially expressed proteins (DEPs) in PASC: 23 upregulated and 3 downregulated.

The most upregulated proteins were Oncostatin M (OSM) and IL-1 receptor antagonist (IL1RN). Additional increases were observed in IL-6, IL-12B, IL-2, CCL22, CSF3, CSF1, and HLA-DRA, as well as proteins involved in tissue remodeling and angiogenesis such as ANGPTL2 and TGFA. Random forest analysis confirmed IL1RN, OSM, ANGPTL2, HLA-DRA, and CLEC4A as strong discriminators between patients and controls.

Gene set enrichment analysis demonstrated activation of multiple immune pathways, including Inflammatory Response, TNF-α/NF-κB signaling, IL-6/JAK/STAT3, IL-2/STAT5, and Allograft Rejection, indicating persistent activation of innate and adaptive immunity. STRING network analysis highlighted a tightly connected cytokine-driven inflammatory module. Plasma spike protein levels did not differ between patients and controls, suggesting that PASC-related inflammation may persist independently of ongoing viral replication.

Overall, the findings indicate a consistent low-grade inflammatory state in PASC without evidence for distinct biological subtypes.

Source: Fineschi S, Klar J, Schuster J, Bergquist J and Dahl N (2026) Plasma proteomic profile reveals persistent immune activation in post-acute sequelae of SARS-CoV-2 infection. Front. Immunol. 17:1775044. doi: 10.3389/fimmu.2026.1775044  https://www.frontiersin.org/journals/immunology/articles/10.3389/fimmu.2026.1775044/full (Full text)

Immunosenescence-Driven Hemodynamic Dysregulation and Cognitive Impairment in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome: An Integrative Perspective

Abstract:

Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a complex disorder marked by persistent fatigue and cognitive impairments, often termed “brain fog.” Emerging evidence suggests that immunosenescence, age- or stress-related deterioration of immune function, plays a pivotal role in the pathogenesis of cognitive dysfunction in ME/CFS.

Immunosenescence induces chronic low-grade inflammation (inflammaging); alters T-, NK-, and B-cell function; and promotes the release of senescence-associated secretory phenotype (SASP) factors. These changes are proposed to cerebral blood flow (CBF) regulation, may impair endothelial nitric oxide production, and may contribute to blood-brain barrier (BBB) breakdown. Consequently, brain hypoperfusion and oxidative stress are associated with impaired neuronal energy metabolism and synaptic plasticity, particularly in memory-related networks such as the default mode and fronto-hippocampal systems. This results in reduced ATP availability, excitotoxicity, and neurotransmitter imbalance, contributing to cognitive decline.

The review proposes an “immune-vascular-cognitive axis” linking peripheral immune aging to central neural dysfunction. It further highlights therapeutic strategies-such as cytokine blockade, nitric oxide enhancement, immune modulation, and acupuncture-that may ameliorate neurovascular impairments and cognitive symptoms. Understanding this integrative mechanism may offer new pathways for targeted intervention in ME/CFS.

Source: Xu H, Luo Y, Wu X. Immunosenescence-Driven Hemodynamic Dysregulation and Cognitive Impairment in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome: An Integrative Perspective. Compr Physiol. 2026 Feb;16(1):e70098. doi: 10.1002/cph4.70098. PMID: 41527963. https://pubmed.ncbi.nlm.nih.gov/41527963/

Gastrointestinal Barrier Disruption in Post-COVID Syndrome Fatigue Patients

Abstract:

Background: Post-COVID Syndrome (PCS) is the term for a condition with persistent symptoms in a proportion of COVID-19 patients after asymptomatic, mild, or severe disease courses. Numbers vary, but the current estimate is that after COVID-19 approximately 10% develop PCS. The aim of our study was to evaluate the impact of SARS-CoV-2 infection on the gastrointestinal (GI) tract and associations with the development of PCS with fatigue, post-exertional malaise (PEM), orthostatic dysregulation, autonomous dysregulation, and/or neurocognitive dysregulation.

Methods: By combining medical record data from a prospective observational study with symptom analysis before, during, and after SARS-CoV-2 infection, we aimed to identify potential risk factors and predictive markers for PCS. Additionally, we analyzed blood, saliva, and stool samples from this well-characterized PCS patient cohort to biologically validate our findings.

Results: We identified significant associations between pre-existing GI complaints and the development of PCS Fatigue. PCS patients showed higher LBP/sCD14 ratios, lower IL-33 levels, and higher IL-6 levels compared to control groups. Our results highlight the critical role of the GI tract in PCS development of post-viral Fatigue.

Conclusion: We propose that the viral infection disrupts pathways related to the innate immune response and GI barrier function, evidenced by intestinal low-grade inflammation and GI barrier leakage. Monitoring GI symptoms and markers before, during, and after SARS-CoV-2 infection is crucial for identifying predictive clinical phenotypes in PCS. Understanding the interaction between viral infections, immune responses, and gut integrity could lead to more effective diagnostic and treatment strategies, ultimately reducing the burden on PCS patients.

Source: Rohrhofer J, Wolflehner V, Schweighardt J, Koidl L, Stingl M, Zehetmayer S, Séneca J, Pjevac P, Untersmayr E. Gastrointestinal Barrier Disruption in Post-COVID Syndrome Fatigue Patients. Allergy. 2025 May 15. doi: 10.1111/all.16593. Epub ahead of print. PMID: 40372110. https://onlinelibrary.wiley.com/doi/10.1111/all.16593 (Full text)

Chronic Fatigue Syndrome, Viruses and Related Conditions in Women: The Liver Link

Abstract:

Chronic Fatigue Syndrome (CFS) can be triggered by different factors and create a complex health situation. In the last decades incidence has been increasing. This situation is a clear example of how humans, viruses, and the environment are all connected.
In the 90s cases related to CFS, complaints about a feeling of chronic fatigue, inability for everyday tasks, dull pain, cephalalgia, de-pression, anxiety, poor concentration. Clinical tests for EBV, HHV, CMV, IgG, IgM, T4 and T8 subsets were tested, along with hormones and hemogram tests. Most of the cases were women. The timeline of the medical history showed also myomas, breast lumps, premenstrual syndrome previously to CFS development. The nature of these conditions promoted the idea of a possible common link among them and CFS. Some cases also suffered from allergies, food intolerances, candidiasis, intestinal impairment, thyroid implications, endometriosis.
As an initial working hypothesis, The Liver Link (TLL) was proposed in order to understand those different conditions affecting body, mind and emotional wellbeing. Considering liver implication can make a difference in treatment and recovery. Low grade inflammatory conditions are related to Th2 predominance and liver functions. Functional disharmonies are very important because they usually still do not appear in any conventional tests.
In 2002, TLL was presented as a framework to explain the concomitance of CFS and other conditions and the relationship with some viruses such as EBV, HHV, CMV, as a lecture in a congress at the University of Westminster (London). When SARS-CoV-2 outbroke, TLL helped to warn about the post-covid syndrome more likely to occur in specific individuals.
Source: Lorite-Ayán, N. Chronic Fatigue Syndrome, Viruses and Related Conditions in Women: The Liver Link. Preprints 2024, 2024011654. https://doi.org/10.20944/preprints202401.1654.v1 https://www.preprints.org/manuscript/202401.1654/v1 (Full text available as PDF file)

DNA methylation signatures of functional somatic syndromes: Systematic review

Abstract:

Objective: Functional somatic syndromes (FSS) are highly prevalent across all levels of healthcare. The fact that they are characterised by medically unexplained symptoms, such as fatigue and pain, raises the important question of their underlying pathophysiology. Psychosocial stress represents a significant factor in the development of FSS and can induce long-term modifications at the epigenetic level. The aim of this review was to systematically review, for the first time, whether individuals with FSS are characterised by specific alterations in DNA methylation.

Methods: MEDLINE and PsycINFO were searched from the first available date until September 2022. The inclusion criteria were: 1) adults fulfilling research diagnostic criteria for chronic fatigue syndrome, fibromyalgia syndrome, and/or irritable bowel syndrome, 2) healthy control group, and 3) candidate-gene or genome-wide study of DNA methylation.

Results: Sixteen studies (N = 957) were included. In candidate-gene studies, specific sites within NR3C1 were identified, which were hypomethylated in individuals with chronic fatigue syndrome compared to healthy controls. In genome-wide studies in chronic fatigue syndrome, a hypomethylated site located to LY86 and hypermethylated sites within HLA-DQB1 were found. In genome-wide studies in fibromyalgia syndrome, differential methylation in sites related to HDAC4 , TMEM44 , KCNQ1 , SLC17A9 , PRKG1 , ALPK3 , TFAP2A , and LY6G5C was found.

Conclusions: Individuals with chronic fatigue syndrome and fibromyalgia syndrome appear to be characterised by altered DNA methylation of genes regulating cellular signalling and immune functioning. In chronic fatigue syndrome, there is preliminary evidence for these to be implicated in key pathophysiological alterations, such as hypocortisolism and low-grade inflammation, and to contribute to the debilitating symptoms these individuals experience.

Preregistration PROSPERO identifier: CRD42022364720.

Source: Fischer S, Kleinstäuber M, Fiori LM, Turecki G, Wagner J, von Känel R. DNA methylation signatures of functional somatic syndromes: Systematic review. Psychosom Med. 2023 Aug 21. doi: 10.1097/PSY.0000000000001237. Epub ahead of print. PMID: 37531610. https://pubmed.ncbi.nlm.nih.gov/37531610/

The role of low-grade inflammation in ME/CFS (Myalgic Encephalomyelitis/Chronic Fatigue Syndrome) – associations with symptoms

Abstract:

BACKGROUND: Patients with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) often present with a range of flu-like symptoms resembling sickness behavior as well as widespread pain and concentration deficits. The aim of this study was to explore the association between inflammatory markers previously shown to be related to fatigue severity in ME/CFS and common ME/CFS symptoms post-exertional fatigue, impaired cognitive processing, musculoskeletal pain and recurrent flu-like symptoms, and the moderating effect of sex on these associations.

METHODS: 53 adult patients diagnosed with ME/CFS at a specialist clinic were included in the study. Fasting blood plasma was analyzed using the Olink Proseek Multiplex Inflammation panel (β-NGF, CCL11, CXCL1, CXCL10, IL-6, IL-7, IL-8, IL-10, IL-18, TGF-α, TGF-β-1 and SCF) and BioRad Human Cytokine Type 1 assay (TNF-α). Participants rated the average severity of symptoms (0-10) based on the 2011 International Consensus Criteria of ME/CFS during a structured clinical interview. Associations between inflammatory markers and symptom severity were analyzed using bivariate correlations and moderated regression analyses bootstrapped with 5000 repetitions.

RESULTS AND CONCLUSIONS: Only β-NGF was associated with the fatigue severity measure. However, higher levels of CCL11, CXCL10, IL-7, TNF-α and TGF-β-1 were significantly associated with higher levels of impaired cognitive processing and musculoskeletal pain, and sex was a significant moderator for CXCL10, IL-7 and TGF-β-1. Future studies should investigate the relationship between inflammatory markers and key symptoms in ME/CFS in a longitudinal design in order to explore if and for whom low-grade inflammation may contribute to illness development.

Copyright © 2019. Published by Elsevier Ltd.

Source: Jonsjö MA, Olsson GL, Wicksell RK, Alving K, Holmström L, Andreasson A. The role of low-grade inflammation in ME/CFS (Myalgic Encephalomyelitis/Chronic Fatigue Syndrome) – associations with symptoms. Psychoneuroendocrinology. 2019 Dec 26;113:104578. doi: 10.1016/j.psyneuen.2019.104578. [Epub ahead of print] https://www.sciencedirect.com/science/article/pii/S0306453019313198?via%3Dihub (Full article)

A possible role for mitochondrial-derived peptides humanin and MOTS-c in patients with Q fever fatigue syndrome and chronic fatigue syndrome

Abstract:

Background: Q fever fatigue syndrome (QFS) is a well-documented state of prolonged fatigue following around 20% of acute Q fever infections. It has been hypothesized that low grade inflammation plays a role in its aetiology. In this study, we aimed to identify transcriptome profiles that could aid to better understand the pathophysiology of QFS.

Methods: RNA of monocytes was collected from QFS patients (n = 10), chronic fatigue syndrome patients (CFS, n = 10), Q fever seropositive controls (n = 10), and healthy controls (n = 10) who were age- (± 5 years) and sex-matched. Transcriptome analysis was performed using RNA sequencing.

Results: Mitochondrial-derived peptide (MDP)-coding genes MT-RNR2 (humanin) and MT-RNR1 (MOTS-c) were differentially expressed when comparing QFS (− 4.8 log2-fold-change P = 2.19 × 10−9 and − 4.9 log2-fold-change P = 4.69 × 10−8), CFS (− 5.2 log2-fold-change, P = 3.49 × 10−11 − 4.4 log2-fold-change, P = 2.71 × 10−9), and Q fever seropositive control (− 3.7 log2-fold-change P = 1.78 × 10−6 and − 3.2 log2-fold-change P = 1.12 × 10−5) groups with healthy controls, resulting in a decreased median production of humanin in QFS patients (371 pg/mL; Interquartile range, IQR, 325–384), CFS patients (364 pg/mL; IQR 316–387), and asymptomatic Q fever seropositive controls (354 pg/mL; 292–393).

Conclusions: Expression of MDP-coding genes MT-RNR1 (MOTS-c) and MT-RNR2 (humanin) is decreased in CFS, QFS, and, to a lesser extent, in Q fever seropositive controls, resulting in a decreased production of humanin. These novel peptides might indeed be important in the pathophysiology of both QFS and CFS.

Source: Ruud P. H. Raijmakers, Anne F. M. Jansen, Stephan P. Keijmel, Rob ter Horst, Megan E. Roerink, Boris Novakovic, Leo A. B. Joosten, Jos W. M. van der Meer, Mihai G. Netea and Chantal P. Bleeker-Rovers. A possible role for mitochondrial-derived peptides humanin and MOTS-c in patients with Q fever fatigue syndrome and chronic fatigue syndrome. Journal of Translational Medicine 2019 17:157  https://translational-medicine.biomedcentral.com/articles/10.1186/s12967-019-1906-3  (Full article)

The High Costs of Low-Grade Inflammation: Persistent Fatigue as a Consequence of Reduced Cellular-Energy Availability and Non-adaptive Energy Expenditure

Abstract:

Chronic or persistent fatigue is a common, debilitating symptom of several diseases. Persistent fatigue has been associated with low-grade inflammation in several models of fatigue, including cancer-related fatigue and chronic fatigue syndrome. However, it is unclear how low-grade inflammation leads to the experience of fatigue. We here propose a model of an imbalance in energy availability and energy expenditure as a consequence of low-grade inflammation.

In this narrative review, we discuss how chronic low-grade inflammation can lead to reduced cellular-energy availability. Low-grade inflammation induces a metabolic switch from energy-efficient oxidative phosphorylation to fast-acting, but less efficient, aerobic glycolytic energy production; increases reactive oxygen species; and reduces insulin sensitivity. These effects result in reduced glucose availability and, thereby, reduced cellular energy.

In addition, emerging evidence suggests that chronic low-grade inflammation is associated with increased willingness to exert effort under specific circumstances. Circadian-rhythm changes and sleep disturbances might mediate the effects of inflammation on cellular-energy availability and non-adaptive energy expenditure.

In the second part of the review, we present evidence for these metabolic pathways in models of persistent fatigue, focusing on chronic fatigue syndrome and cancer-related fatigue. Most evidence for reduced cellular-energy availability in relation to fatigue comes from studies on chronic fatigue syndrome. While the mechanistic evidence from the cancer-related fatigue literature is still limited, the sparse results point to reduced cellular-energy availability as well.

There is also mounting evidence that behavioral-energy expenditure exceeds the reduced cellular-energy availability in patients with persistent fatigue. This suggests that an inability to adjust energy expenditure to available resources might be one mechanism underlying persistent fatigue.

Source: Lacourt TE, Vichaya EG, Chiu GS, Dantzer R, Heijnen CJ. The High Costs of Low-Grade Inflammation: Persistent Fatigue as a Consequence of Reduced Cellular-Energy Availability and Non-adaptive Energy Expenditure. Front Behav Neurosci. 2018 Apr 26;12:78. doi: 10.3389/fnbeh.2018.00078. eCollection 2018.  https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5932180/ (Full article)