Cluster analysis to identify long COVID phenotypes using 129Xe magnetic resonance imaging: a multicentre evaluation

Abstract:

Background: Long COVID impacts ∼10% of people diagnosed with coronavirus disease 2019 (COVID-19), yet the pathophysiology driving ongoing symptoms is poorly understood. We hypothesised that 129Xe magnetic resonance imaging (MRI) could identify unique pulmonary phenotypic subgroups of long COVID. Therefore, we evaluated ventilation and gas exchange measurements with cluster analysis to generate imaging-based phenotypes.

Methods: COVID-negative controls and participants who previously tested positive for COVID-19 underwent 129Xe MRI ∼14 months post-acute infection across three centres. Long COVID was defined as persistent dyspnoea, chest tightness, cough, fatigue, nausea and/or loss of taste/smell at MRI; participants reporting no symptoms were considered fully recovered. 129Xe MRI ventilation defect percent (VDP) and membrane-to-gas (Mem/Gas), red blood cell-to-membrane (RBC/Mem) and red blood cell-to-gas (RBC/Gas) ratios were used in k-means clustering for long COVID, and measurements were compared using ANOVA with post-hoc Bonferroni correction.

Results: We evaluated 135 participants across three centres: 28 COVID-negative (mean±sd age 40±16 years), 34 fully recovered (42±14 years) and 73 long COVID (49±13 years). RBC/Mem (p=0.03) and forced expiratory volume in 1 s (FEV1) (p=0.04) were different between long COVID and COVID-negative; FEV1 and all other pulmonary function tests (PFTs) were within normal ranges. Four unique long COVID clusters were identified compared with recovered and COVID-negative. Cluster 1 was the youngest with normal MRI and mild gas trapping; Cluster 2 was the oldest, characterised by reduced RBC/Mem but normal PFTs; Cluster 3 had mildly increased Mem/Gas with normal PFTs; and Cluster 4 had markedly increased Mem/Gas with concomitant reduction in RBC/Mem and restrictive PFT pattern.

Conclusions: We identified four 129Xe MRI long COVID phenotypes with distinct characteristics. 129Xe MRI can dissect pathophysiological heterogeneity of long COVID to enable personalised patient care.

Source: Eddy RL, Mummy D, Zhang S, Dai H, Bechtel A, Schmidt A, Frizzell B, Gerayeli FV, Leipsic JA, Leung JM, Driehuys B, Que LG, Castro M, Sin DD, Niedbalski PJ. Cluster analysis to identify long COVID phenotypes using 129Xe magnetic resonance imaging: a multicentre evaluation. Eur Respir J. 2024 Mar 28;63(3):2302301. doi: 10.1183/13993003.02301-2023. PMID: 38331459; PMCID: PMC10973687. https://pmc.ncbi.nlm.nih.gov/articles/PMC10973687/ (Full text)

Association Between Chronic Pain and Fatigue Severity with Weather and Air Pollution Among Females with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS)

Abstract:

Weather and air quality conditions have been anecdotally reported to be related to symptom fluctuations in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS), but this has never been empirically investigated. This exploratory study aims to examine the effects of weather and air quality on daily fluctuations of chronic pain and fatigue in women with ME/CFS. In an intensive longitudinal design, 58 participants with ME/CFS provided daily pain and fatigue ratings for an average of 61 days.

Daily weather and air quality data were obtained from the National Oceanic and Atmospheric Administration and the US Environmental Protection Agency for the Birmingham, AL area. Linear mixed models revealed a significant relationship between days with more severe pain and worse Air Quality Indices (AQI, p < 0.001), lower wind speeds (p = 0.009), greater particulate matter (p = 0.037), and lower carbon monoxide (p = 0.004), sulfur dioxide (p = 0.003), and ozone levels (p = 0.015).

Greater fatigue was associated with more particulates (p = 0.023) and lower barometric pressure (p = 0.048). These results suggest that air quality and weather can have small effects on ME/CFS symptom severity.

Source: Jones CL, Haskin O, Younger JW. Association Between Chronic Pain and Fatigue Severity with Weather and Air Pollution Among Females with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS). Int J Environ Res Public Health. 2024 Nov 26;21(12):1560. doi: 10.3390/ijerph21121560. PMID: 39767402. https://www.mdpi.com/1660-4601/21/12/1560 (Full text)

The Cardiac Output-Cerebral Blood Flow Relationship Is Abnormal in Most Myalgic Encephalomyelitis/Chronic Fatigue Syndrome Patients with a Normal Heart Rate and Blood Pressure Response During a Tilt Test

Abstract:

Introduction: Orthostatic intolerance is highly prevalent in patients with myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) and is caused by an abnormal reduction in cerebral blood flow (CBF). In healthy controls (HCs), the regulation of CBF is complex and cardiac output (CO) is an important determinant of CBF: a review showed that a 30% reduction in CO results in a 10% reduction in CBF. In previous and separate ME/CFS studies, we showed that CO and CBF decreased to a similar extent during tilt testing.

The aim of the study: to test the relationship between CBF and CO, which seems to be abnormal in ME/CFS patients and is different from that in HCs.

Methods: In this retrospective study we analyzed this relationship in a large group of patients. To compare the patient data with those of HCs, we focused on patients with a normal heart rate (HR) and blood pressure (BP) response to upright tilt. Also, the influence of clinical data was analyzed. A total of 534 ME/CFS patients and 49 HCs underwent tilt testing with measurements of HR, BP, CBF, CO, and end-tidal PCO2. To measure CBF, extracranial Doppler flow velocity and vessel diameters were obtained using a GE echo system. The same device was used to measure suprasternal aortic flow velocities. End-tidal PCO2 was recorded using a Nonin Lifesense device.

Results: In 46 (9%) patients, CO and CBF changes were in the normal range for HCs, and in 488 (91%) an abnormal CO and CBF reduction was found. In patients with abnormal CO and CBF reductions, the slope of the regression line of CO versus CBF reduction was almost 1. The multiple regression analysis of the latter group showed that the CO reduction for the most part predicted the CBF reduction, with a limited role for the PETCO2 reduction.

Conclusions: Two different patient groups with a normal HR and BP response during the tilt were identified: those with a CO and CBF in the normal range for HCs and those with an abnormal CO and CBF reduction during the tilt (91% of patients). In the latter group of patients, an almost 1:1 relationship between the CO and CBF reduction suggests the absence of compensatory vasodilation in the cerebral vasculature. This might indicate endothelial dysfunction in most ME/CFS patients and may have clinical and therapeutic implications.

Source: van Campen CLMC, Verheugt FWA, Rowe PC, Visser FC. The Cardiac Output-Cerebral Blood Flow Relationship Is Abnormal in Most Myalgic Encephalomyelitis/Chronic Fatigue Syndrome Patients with a Normal Heart Rate and Blood Pressure Response During a Tilt Test. Healthcare (Basel). 2024 Dec 20;12(24):2566. doi: 10.3390/healthcare12242566. PMID: 39765993. https://www.mdpi.com/2227-9032/12/24/2566 (Full text)

Efficacy of repeated immunoadsorption in patients with post-COVID myalgic encephalomyelitis/chronic fatigue syndrome and elevated β2-adrenergic receptor autoantibodies: a prospective cohort study

Abstract:

Background: Since the pandemic, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has become the leading trigger for myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS). Evidence indicates that autoimmunity plays an important pathophysiological role. We aimed to evaluate the effectiveness of IA treatment in post-COVID ME/CFS patients.

Methods: This pre-post study included 20 post-coronavirus disease 2019 (COVID) ME/CFS patients found to have elevated β2 adrenergic autoantibodies (β2 AR-AB) between October 2022 and October 2023. Patients, with a median disease duration of 22 months (IQR: 15-31), were treated with five immunoadsorption sessions at Charité – Universitätsmedizin Berlin, Germany. Seven were male and 13 female, with a median age of 40 years (IQR: 36-51). The primary end point was the change in the Short Form (36) Health Survey physical functioning domain (SF36 PF) from baseline to four weeks post immunoadsorption. Key symptoms were assessed via questionnaires over six months. Handgrip strength and EndoPAT® measurements were used to evaluate muscle fatigue and vascular dysfunction. Seven patients who worsened after an initial response received a second cycle.

Findings: The treatment was generally well tolerated, reducing total immunoglobulin G by 79% (CI: 73-84%) and β2 AR-AB by 77% (CI: 58-95%). Patients demonstrated a mean increase in the SF36 PF of 17.75 points (CI: 13.41-26.16), with the greatest improvement occurring between months two and three, and significant gains maintained through month six. 14/20 (70%) patients were categorized as responders with an increase in the SF36 PF of ≥ ten points. Further lasting improvements were reported in fatigue, post-exertional malaise, pain, cognitive, autonomic, and immunological symptoms. Female patients had increased repeat handgrip strength at month six.

Interpretation: Immunoadsorption may improve symptoms in post-COVID ME/CFS patients. The beneficial effects of IgG depletion suggest a significant role for autoantibodies and disturbed B-cell function in the condition’s pathophysiology.

Funding: Funded by The Federal Ministry of Education and Research and the Weidenhammer Zöbele Research Foundation.

Source: Stein E, Heindrich C, Wittke K, Kedor C, Rust R, Freitag H, Sotzny F, Krüger A, Tölle M, Grabowski P, Scheibenbogen C, Kim L. Efficacy of repeated immunoadsorption in patients with post-COVID myalgic encephalomyelitis/chronic fatigue syndrome and elevated β2-adrenergic receptor autoantibodies: a prospective cohort study. Lancet Reg Health Eur. 2024 Dec 12;49:101161. doi: 10.1016/j.lanepe.2024.101161. PMID: 39759581; PMCID: PMC11699797. https://pmc.ncbi.nlm.nih.gov/articles/PMC11699797/ (Full text)

Re-visiting professional ethics in psychotherapy: reflections on the use of talking therapies as a supportive adjunct for myalgic encephalomyelitis/chronic fatigue syndrome and ‘medically unexplained symptoms’

Abstract:

Following years of debate over the effectiveness of cognitive behavioural therapy for myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS), public health bodies in the UK and beyond have determined that no psychotherapy is clinically proven for this patient group. In the field of ME/CFS and the wider arena of ‘medically unexplained symptoms’ (MUS), patient survey data and qualitative research capturing patient experiences and psychotherapist attitudes suggest that therapeutic practice may sometimes fall short of required ethical standards. This raises questions about how psychotherapists can safely support, as opposed to treat, people with these debilitating conditions.

We consider four ethical principles that feature throughout psychotherapists’ codes of practice, those of respect, competence, responsibility and integrity, and discuss examples of good and poor practice in this arena as evinced by recent empirical literature.

Following this, we offer a variety of suggestions to help strengthen ethical psychotherapy practice with patients with ME/CFS and other MUS. In terms of practitioner education, we recommend greater emphasis on humility, reflexivity and disability-affirming practices, exploration of personal as well professional ethics, and integration of patient expertise-by-experience, accompanied with the latest evidence, into foundational and ongoing training.

In terms of ongoing practice, we suggest consideration of formalised patient-focused feedback systems and greater transparency vis-à-vis patient access to clinical notes. Finally, we underline the importance of elevating patients from mere subjects to co-producers of psychotherapy research.

Source: Hunt J, Blease C. Re-visiting professional ethics in psychotherapy: reflections on the use of talking therapies as a supportive adjunct for myalgic encephalomyelitis/chronic fatigue syndrome and ‘medically unexplained symptoms’. J Med Ethics. 2024 Dec 31:jme-2023-109627. doi: 10.1136/jme-2023-109627. Epub ahead of print. PMID: 39740979. https://jme.bmj.com/content/early/2024/12/31/jme-2023-109627 (Full text)

Key Pathophysiological Role of Skeletal Muscle Disturbance in Post COVID and Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS): Accumulated Evidence

Abstract:

Background: Recent studies provide strong evidence for a key role of skeletal muscle pathophysiology in myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS). In a 2021 review article on the pathophysiology of ME/CFS, we postulated that hypoperfusion and ischemia can result in excessive sodium and calcium overload in skeletal muscles of ME/CFS patients to cause mitochondrial damage. Since then, experimental evidence has been provided that supports this concept.

Methods: We collect, summarize and discuss the current state of knowledge for the key role of skeletal muscle pathophysiology. We try to explain which risk factors and mechanisms are responsible for a subgroup of patients with post COVID syndrome (PCS) to develop ME/CFS (PC-ME/CFS).

Results: Mitochondrial dysfunction is a long-held assumption to explain cardinal symptoms of ME/CFS. However, mitochondrial dysfunction could not be convincingly shown in leukocytes. By contrast, recent studies provide strong evidence for mitochondrial dysfunction in skeletal muscle tissue in ME/CFS. An electron microscopy study could directly show damage of mitochondria in skeletal muscle of ME/CFS patients with a preferential subsarcolemmal localization but not in PCS. Another study shows signs of skeletal muscle damage and regeneration in biopsies taken one day after exercise in PC-ME/CFS. The simultaneous presence of necroses and signs of regeneration supports the concept of repeated damage. Other studies correlated diminished hand grip strength (HGS) with symptom severity and prognosis. A MRI study showed that intracellular sodium in muscles of ME/CFS patients is elevated and that levels correlate inversely with HGS. This finding corroborates our concept of sodium and consecutive calcium overload as cause of muscular and mitochondrial damage caused by enhanced proton-sodium exchange due to anaerobic metabolism and diminished activity of the sodium-potassium-ATPase. The histological investigations in ME/CFS exclude ischemia by microvascular obstruction, viral presence or immune myositis. The only known exercise-induced mechanism of damage left is sodium induced calcium overload. If ionic disturbance and mitochondrial dysfunction is severe enough the patient may be captured in a vicious circle. This energy deficit is the most likely cause of exertional intolerance and post exertional malaise and is further aggravated by exertion.

Conclusion: Based on this pathomechanism, future treatment approaches should focus on normalizing the cause of ionic disbalance. Current treatment strategies targeting hypoperfusion have the potential to improve the dysfunction of ion transporters.

Source: Scheibenbogen C, Wirth KJ. Key Pathophysiological Role of Skeletal Muscle Disturbance in Post COVID and Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS): Accumulated Evidence. J Cachexia Sarcopenia Muscle. 2025 Feb;16(1):e13669. doi: 10.1002/jcsm.13669. PMID: 39727052; PMCID: PMC11671797. https://pmc.ncbi.nlm.nih.gov/articles/PMC11671797/ (Full text)

More than “Brain Fog”: Cognitive Dysfunction and the Role of Occupational Therapy in Long COVID

Abstract:

Long COVID is a disabling condition which affects occupational performance and quality of life. It interferes with activities of daily living, work, and many meaningful life roles. Cognitive dysfunction is a frequently reported symptom, yet it is commonly overlooked. It is important that cognitive activity is considered when working with people with long COVID, particularly when identifying triggers of post exertional symptom exacerbation. There are many potential mechanisms that could be driving cognitive dysfunction in long COVID including neuroinflammation, viral persistence, vascular damage, and orthostatic intolerance. It is important to consider these to help guide intervention.

The purpose of this clinical perspective is to highlight the debilitating impact of cognitive dysfunction in those with long COVID and share the key role of occupational therapists in this area. Cognitive dysfunction may be missed on standardized assessments as they may not be sensitive enough due to the episodic nature of symptoms. Occupational therapists can play a key role in this area as they are experts in assessing occupational performance and in providing safe cognitive assessment and rehabilitation.

Source: Skiffington, Helen OT, BSc Hons1,2; Breen, Ciara MSc, HCM3,4,5. More than “Brain Fog”: Cognitive Dysfunction and the Role of Occupational Therapy in Long COVID. Cardiopulmonary Physical Therapy Journal 36(1):p 39-49, January 2025. | DOI: 10.1097/CPT.0000000000000274 https://journals.lww.com/cptj/fulltext/2025/01000/more_than__brain_fog___cognitive_dysfunction_and.7.aspx (Full text)

Mitochondrial structural alterations in fibromyalgia: a pilot electron microscopy study

Abstract:

Objectives: The pathogenesis of fibromyalgia (FM), characterised by chronic widespread pain and fatigue, remains notoriously elusive, hampering attempts to develop disease modifying treatments. Mitochondria are the headquarters of cellular energy metabolism, and their malfunction has been proposed to contribute to both FM and chronic fatigue. Thus, the aim of the current pilot study, was to detect structural changes in mitochondria of peripheral blood mononuclear cells (PBMCs) of FM patients, using transmission electron microscopy (TEM).

Methods: To detect structural mitochondrial alterations in FM, we analysed PBMCs from seven patients and seven healthy controls, using TEM. Patients were recruited from a specialised Fibromyalgia Clinic at a tertiary medical centre. After providing informed consent, participants completed questionnaires including the widespread pain index (WPI), symptoms severity score (SSS), fibromyalgia impact questionnaire (FIQ), beck depression inventory (BDI), and visual analogue scale (VAS), to verify a diagnosis of FM according to ACR criteria. Subsequently, blood samples were drawn and PBMCs were collected for EM analysis.

Results: TEM analysis of PBMCs showed several distinct mitochondrial cristae patterns, including total loss of cristae in FM patients. The number of mitochondria with intact cristae morphology was reduced in FM patients and the percentage of mitochondria that completely lacked cristae was increased. These results correlated with the WPI severity. Moreover, in the FM patient samples we observed a high percentage of cells containing electron dense aggregates, which are possibly ribosome aggregates. Cristae loss and possible ribosome aggregation were intercorrelated, and thus may represent reactions to a shared cellular stress condition. The changes in mitochondrial morphology suggest that mitochondrial dysfunction, resulting in inefficient oxidative phosphorylation and ATP production, metabolic and redox disorders, and increased reactive oxygen species (ROS) levels, may play a pathogenetic role in FM.

Conclusions: We describe novel morphological changes in mitochondria of FM patients, including loss of mitochondrial cristae. While these observations cannot determine whether the changes are pathogenetic or represent an epiphenomenon, they highlight the possibility that mitochondrial malfunction may play a causative role in the cascade of events leading to chronic pain and fatigue in FM. Moreover, the results offer the possibility of utilising changes in mitochondrial morphology as an objective biomarker in FM. Further understanding the connection between FM and dysfunction of mitochondria physiology, may assist in developing both novel diagnostic tools as well as specific treatments for FM, such as approaches to improve/strengthen mitochondria function.

Source: Israel L, Furer V, Levin-Zaidman S, Dezorella N, Brontvein O, Ablin JN, Gross A. Mitochondrial structural alterations in fibromyalgia: a pilot electron microscopy study. Clin Exp Rheumatol. 2024 Jun;42(6):1215-1223. doi: 10.55563/clinexprheumatol/3l0ihz. Epub 2024 Jun 28. PMID: 38966946. https://www.clinexprheumatol.org/abstract.asp?a=21119 (Full text available as PDF file)

Mitochondrial function in patients affected with fibromyalgia syndrome is impaired and correlates with disease severity

Abstract:

Fibromyalgia is a musculoskeletal syndrome characterized by chronic widespread pain that is often associated with systemic manifestations. Since mitochondria are the main source of cellular energy, we hypothesized that fibromyalgia syndrome (FMS) could be linked to mitochondrial impairment. Aim was to study mitochondrial dysfunction in peripheral blood mononuclear cells isolated from 50 patients with primary FMS and 20 apparently healthy controls.

Although no differences in mitochondrial basal respiration were observed between patients with primary FMS and healthy controls, a lower median bioenergetic health index (BHI; – 22.1%, p = 0.03), a proxy of mitochondrial function, was found in patients. According to fibromyalgia severity score (FSS), a composite of widespread pain index and symptom severity scale, a lower median BHI (- 18.7%) was found in patients with a FSS ≥ 20 compared to those with a FSS < 20. Negative moderate correlations were found only between BHI and FSS (r = – 0.36) and widespread pain index (r = – 0.38).

We demonstrated that patients with FMS had an impaired mitochondrial function. Additionally, we found a mild correlation between the widespread pain index and the BHI, possibly indicating that the altered mitochondrial function, in these patients, narrows musculoskeletal rather than central nervous system involvement.

Source: Macchi C, Giachi A, Fichtner I, Pedretti S, Puttini PS, Mitro N, Corsini A, Ruscica M, Gualtierotti R. Mitochondrial function in patients affected with fibromyalgia syndrome is impaired and correlates with disease severity. Sci Rep. 2024 Dec 4;14(1):30247. doi: 10.1038/s41598-024-81298-x. PMID: 39632893; PMCID: PMC11618515. https://pmc.ncbi.nlm.nih.gov/articles/PMC11618515/ (Full text)

Clinical Remission After Therapeutic Apheresis in a Patient Suffering from Long Term Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS): A Case Report

Abstract:

Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) is a debilitating multifactorial illness characterized by profound fatigue persisting for more than six months, post-exertional malaise, cognitive impairments, and a range of systemic symptoms. Until now, no accepted causal treatment regimens have been available; therapeutic options include different approaches, such as alleviation of symptoms and promotion of energy conservation.

In this study, we report the case of a 49-year-old female presented to our center suffering from ME/CFS for more than 15 years, characterised by a strong energy loss and neurological and systemic symptoms; previous therapies remained unsuccessful. Therefore, we decided to perform double-filtration apheresis.

After comprehensive laboratory evaluation, including investigation of persistent viral infections, the patient was treated eight times with double-filtration apheresis within a period of 2 years, which resulted in a remarkable sustained clinical remission and significant improvement in her quality of life. Therefore, we conclude that double-filtration apheresis could be an effective therapeutic tool for the treatment of ME/CFS.

Source: Burgard H. Clinical Remission After Therapeutic Apheresis in a Patient Suffering from Long Term Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS): A Case Report. Int Med Case Rep J. 2024 Dec 6;17:997-1002. doi: 10.2147/IMCRJ.S476044. PMID: 39660109; PMCID: PMC11629661. https://pmc.ncbi.nlm.nih.gov/articles/PMC11629661/ (Full text)