Evidence map›Paper›PMID 42286686›Full record

ArticleJournal of translational medicine2026

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

N Azcue, C Barranco, B Tijero-Merino, M Acera, T Fernández-Valle, J V Lafuente, I Gabilondo, M Ruiz-Lopez, Rocio Del Pino, J C Gómez-Esteban

Abstract read
In one paragraph

Article in Journal of translational medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

N AzcueNeurodegenerative Diseases Group, Biobizkaia Bizkaia Health Research Institute, Barakaldo, Spain.ORCID 0000-0002-6376-4951
C BarrancoNeurodegenerative Diseases Group, Biobizkaia Bizkaia Health Research Institute, Barakaldo, Spain.
B Tijero-MerinoNeurodegenerative Diseases Group, Biobizkaia Bizkaia Health Research Institute, Barakaldo, Spain. beatriz.tijeromerino@osakidetza.eus.ORCID 0000-0001-9894-5712
M AceraNeurodegenerative Diseases Group, Biobizkaia Bizkaia Health Research Institute, Barakaldo, Spain.
T Fernández-ValleNeurodegenerative Diseases Group, Biobizkaia Bizkaia Health Research Institute, Barakaldo, Spain.
J V LafuenteDepartment of Neurosciences, University of the Basque Country UPV/EHU, Leioa, Spain.ORCID 0000-0001-7246-0987
I GabilondoNeurodegenerative Diseases Group, Biobizkaia Bizkaia Health Research Institute, Barakaldo, Spain.ORCID 0000-0001-6045-2840
M Ruiz-LopezNeurodegenerative Diseases Group, Biobizkaia Bizkaia Health Research Institute, Barakaldo, Spain.
Rocio Del PinoNeurodegenerative Diseases Group, Biobizkaia Bizkaia Health Research Institute, Barakaldo, Spain. delpinorocio@gmail.com.ORCID 0000-0002-6612-4757
J C Gómez-EstebanNeurodegenerative Diseases Group, Biobizkaia Bizkaia Health Research Institute, Barakaldo, Spain.ORCID 0000-0002-4697-3890

Funding

BIOEF (EITB maratoia) BIOS21/COV/006Eusko Jaurlaritza PRE_2024_2_0237Ikerbasque, Basque Foundation for Science Ikerbasque, Basque Foundation for ScienceInstituto de Salud Carlos III PI20/01076Ministerio de Ciencia e Innovación MCIN/AEI/10.13039/501100011033Osasun Saila, Eusko Jaurlaritzako 2021111006Osasun Saila, Eusko Jaurlaritzako 2022111016Osasun Saila, Eusko Jaurlaritzako 2025333035Ramón y Cajal Fellowship RYC2024-049664-I
6 · The paper itself

Abstract

backgroundPost-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.

methodsThirty-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.

resultsME/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).

conclusionsPCC 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.

Indexed as

Autonomic Nervous SystemCognitionCOVID-19Fatigue Syndrome, ChronicAdultFemaleFollow-Up StudiesHumansMaleMiddle AgedNeuropsychological TestsPost-Acute COVID-19 SyndromeSymptom BurdenAutonomic dysfunctionCognitionMyalgic encephalomyelitis/Chronic fatigue syndromePost-COVID conditionSmall fiber neuropathy

Identifiers

PMID42286686
PMCPMC13267502

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.