Evidence map›Paper›PMID 40950756›Full record

ArticleFrontiers in psychiatry2025

Bipolar spectrum, hypothyroidism, and their association with chronic fatigue/myalgic encephalomyelitis-like syndrome in long COVID: could they be identified as early determinants?

Massimo Tusconi, Serdar M Dursun, Francesco Pegreffi, Cesar Ivan Aviles Gonzalez, Vanessa Barrui, Michele Fornaro, Luz Alba Hurtado Lujan, Lina Patricia Camacho Nunez, Arley Denisse Vega Ochoa, Felice Curcio and 2 more

Abstract read
In one paragraph

Article in Frontiers in psychiatry, 2025. 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

12 authors.

Massimo TusconiUniversity Hospital of Cagliari, Cagliari, Italy.
Serdar M DursunNeurochemical Research Unit, Department of Psychiatry University of Alberta, Edmonton, AB, Canada.
Francesco PegreffiDepartment of Medicine and Surgery, University of Enna "Kore", Enna, Italy.
Cesar Ivan Aviles GonzalezDepartment of Medicine and Surgery, University of Enna "Kore", Enna, Italy.
Vanessa BarruiDepartment of Mental Health and Addiction, ASL Ogliastra, Lanusei, Italy.
Michele FornaroDepartment of Neuroscience, Reproductive Science and Odontostomatology, Federico II University of Naples, Naples, Italy.
Luz Alba Hurtado LujanFaculty of Health Sciences, Universidad Popular del Cesar, Valledupar, Colombia.
Lina Patricia Camacho NunezFaculty of Health Sciences, Universidad Popular del Cesar, Valledupar, Colombia.
Arley Denisse Vega OchoaFaculty of Health Sciences, Universidad Popular del Cesar, Valledupar, Colombia.
Felice CurcioFaculty of Medicine and Surgery, University of Sassari (UNISS), Sassari, Italy.
Mauro Giovanni CartaFaculty of Health Sciences, Universidad Popular del Cesar, Valledupar, Colombia.
Giulia CossuDepartment of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Long COVID has been increasingly linked to persistent clinical manifestations, including chronic fatigue syndrome/myalgic encephalomyelitis (CFS/ME). However, the relationship between this syndrome and pre-existing conditions such as bipolar spectrum disorders and hypothyroidism is not yet clearly established. These disorders may influence the regulation of biorhythms and immune function, suggesting a possible role in the predisposition to the development of CFS/ME in the context of long-term COVID-19. Objectives: This study investigates the prevalence of hypothyroidism and bipolar spectrum disorders in patients with CFS/ME associated with long-term COVID-19. It compares it with pre-pandemic population data to determine whether these conditions may be predisposing factors. Methods: A case-control design was used to select cases from a clinical trial on CFS/ME in long COVID, while controls were extracted from pre-COVID epidemiological databases. Comparative statistical analyses, including chi-square tests and analysis of variance (ANOVA), were performed to assess significant differences in the frequency of these conditions between both groups. Results: The clinical sample showed significantly higher prevalence rates of hypothyroidism [27.78% vs. 1.14%; odds ratio (OR) = 33.07; 95% confidence interval (CI): 7.10-153.70] and bipolar spectrum disorders (16.67% vs. 0.2%; OR = 138.4; 95% CI: 36.40-526.43) compared to control populations ( Conclusion: The findings suggest that hypothyroidism and bipolar spectrum disorders may act as predisposing factors in the development of CFS/ME in long-term COVID-19. Identifying these clinical antecedents could facilitate early detection and the development of targeted intervention strategies in at-risk populations.

Indexed as

bipolar disorderchronic fatigue syndromehypothyroidismlong COVIDmyalgic encephalomyelitispsychiatric comorbidities

Identifiers

PMID40950756
PMCPMC12423062

What Socratic holds

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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 Socratic graph.