Two-timepoint multidomain follow-up of post-COVID condition and ME/CFS: overlapping autonomic, small-fiber, and cognitive changes

BACKGROUND: Post-COVID condition (PCC) and Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) show marked clinical overlap, suggesting a shared post-infectious pathophysiology. This study aims to characterize the longitudinal change of autonomic function, small-fiber integrity, cognitive performance, and clinical symptoms in PCC and ME/CFS, and to determine whether trajectories differ between diagnostic groups. METHODS: Thirty-eight participants (21 PCC, 17 ME/CFS) underwent two standardized evaluations separated by a median of 31 months. Assessments included comprehensive autonomic testing, small-fiber evaluation, and an extensive neuropsychological battery. RESULTS: ME/CFS showed longer disease duration than PCC at baseline (median 42 vs. 12 months), while the interval between evaluations was comparable (31 vs. 30 months). Baseline profiles were largely overlapping, although ME/CFS showed nominally higher QST warm detection thresholds (p = 0.034), greater autonomic symptom burden (p = 0.038), and lower hemodynamic scores (p = 0.019), none surviving FDR correction. Cross-domain analyses linked small-fiber symptoms with autonomic symptom burden (Rho = 0.65, pFDR = 0.002) and fatigue (Rho = 0.55, pFDR = 0.018), while fatigue was negatively associated with processing speed (Rho = - 0.57, pFDR = 0.004), attention (Rho = - 0.49, pFDR = 0.018), and executive function (Rho = - 0.44, pFDR = 0.047). Rank-transformed mixed-effects models identified FDR-corrected Time effects, with increases in CHEPs (pFDR < 0.001) and verbal memory (pFDR = 0.010), and decreases in processing speed (pFDR = 0.006) and QST cold thresholds (pFDR = 0.038). CONCLUSIONS: PCC and ME/CFS showed broadly overlapping multidomain profiles, with particularly similar profiles at follow-up. This suggests that, among individuals with persistent symptoms, PCC may increasingly resemble longer-standing ME/CFS across autonomic, small-fiber/sensory, and cognitive domains. These findings are consistent with overlapping post-infectious mechanisms, but do not establish identical disease trajectories or definitive disease convergence.

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Journal
Journal of Translational Medicine
Published
2026-06-12
DOI
https://doi.org/10.1186/s12967-026-08321-9
Primary Topic
Fibromyalgia and Chronic Fatigue Syndrome Research
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article
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0.00

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article

Two-timepoint multidomain follow-up of post-COVID condition and ME/CFS: overlapping autonomic, small-fiber, and cognitive changes

Naiara Azcue, Rocío Del Pino, Beatriz Tijero, Iñigo Gabilondo et al.
Journal of Translational Medicine
Fibromyalgia and Chronic Fatigue Syndrome Research
article

Two-timepoint multidomain follow-up of post-COVID condition and ME/CFS: overlapping autonomic, small-fiber, and cognitive changes

Naiara Azcue, Rocío Del Pino, Beatriz Tijero, Iñigo Gabilondo, Juan Carlos Gómez‐Esteban, M. Ruiz-López, José Vicente Lafuente, C. Barranco, T. Fernández-Valle, M. Acera
article en

Abstract

BACKGROUND: Post-COVID condition (PCC) and Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) show marked clinical overlap, suggesting a shared post-infectious pathophysiology. This study aims to characterize the longitudinal change of autonomic function, small-fiber integrity, cognitive performance, and clinical symptoms in PCC and ME/CFS, and to determine whether trajectories differ between diagnostic groups. METHODS: Thirty-eight participants (21 PCC, 17 ME/CFS) underwent two standardized evaluations separated by a median of 31 months. Assessments included comprehensive autonomic testing, small-fiber evaluation, and an extensive neuropsychological battery. RESULTS: ME/CFS showed longer disease duration than PCC at baseline (median 42 vs. 12 months), while the interval between evaluations was comparable (31 vs. 30 months). Baseline profiles were largely overlapping, although ME/CFS showed nominally higher QST warm detection thresholds (p = 0.034), greater autonomic symptom burden (p = 0.038), and lower hemodynamic scores (p = 0.019), none surviving FDR correction. Cross-domain analyses linked small-fiber symptoms with autonomic symptom burden (Rho = 0.65, pFDR = 0.002) and fatigue (Rho = 0.55, pFDR = 0.018), while fatigue was negatively associated with processing speed (Rho = - 0.57, pFDR = 0.004), attention (Rho = - 0.49, pFDR = 0.018), and executive function (Rho = - 0.44, pFDR = 0.047). Rank-transformed mixed-effects models identified FDR-corrected Time effects, with increases in CHEPs (pFDR < 0.001) and verbal memory (pFDR = 0.010), and decreases in processing speed (pFDR = 0.006) and QST cold thresholds (pFDR = 0.038). CONCLUSIONS: PCC and ME/CFS showed broadly overlapping multidomain profiles, with particularly similar profiles at follow-up. This suggests that, among individuals with persistent symptoms, PCC may increasingly resemble longer-standing ME/CFS across autonomic, small-fiber/sensory, and cognitive domains. These findings are consistent with overlapping post-infectious mechanisms, but do not establish identical disease trajectories or definitive disease convergence.

Journal of Translational Medicine
Ikerbasque (ES), University of the Basque Country (ES), Instituto de Salud Carlos III (ES), Biomedical Research Networking Center on Neurodegenerative Diseases (ES), BioCruces Health research Institute (ES), Osakidetza (ES), Hospital de Cruces (ES)
Eusko Jaurlaritza, Ikerbasque, Basque Foundation for Science, Ministerio de Ciencia e Innovación, Osasun Saila, Eusko Jaurlaritzako, Instituto de Salud Carlos III, Berrikuntza + Ikerketa + Osasuna Eusko Fundazioa
Good health and well-being
Openalex Percentile: Top 6%
Fibromyalgia and Chronic Fatigue Syndrome Research
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