Evidence map›Paper›PMID 41774679›Full record

ArticlePloS one2026

Assessment of physical status and analysis of lipidomic and metabolomic alterations in patients with Post-COVID-19 condition.

Raúl Pavón, Sandra Parra, Francisco Javier Rubio, Mireia Feliu, Marta Ríos, Simona Iftimie, Conxita Rovira, Nuria Amigó, Lydia Cabau, Neus Martínez-Micaelo and 1 more

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

11 authors.

Raúl PavónInternal Medicine Department, "Sant Joan" University Hospital, Reus, Spain.
Sandra ParraInternal Medicine Department, "Sant Joan" University Hospital, Reus, Spain.ORCID https://orcid.org/0000-0001-9363-6574
Francisco Javier RubioSports Medicine Department, "Sant Joan" University Hospital, Reus, Spain.
Mireia FeliuInternal Medicine Department, "Sant Joan" University Hospital, Reus, Spain.
Marta RíosInternal Medicine Department, "Sant Joan" University Hospital, Reus, Spain.
Simona IftimieInternal Medicine Department, "Sant Joan" University Hospital, Reus, Spain.
Conxita RoviraIntensive Care Unit, "Sant Joan" University Hospital, Reus, Spain.
Nuria AmigóBiosfer Teslab, Reus, Spain.ORCID https://orcid.org/0000-0002-0116-9145
Lydia CabauBiosfer Teslab, Reus, Spain.
Neus Martínez-MicaeloBiosfer Teslab, Reus, Spain.
Antoni CastroInternal Medicine Department, "Sant Joan" University Hospital, Reus, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The development and persistence of symptoms following SARS-CoV-2 infection, known as Post-COVID-19 Condition (PCC) or "long COVID," represents a global health challenge. In this prospective cross-sectional study, we conducted a detailed assessment of the physical condition of 46 patients using handgrip dynamometry, ergoespirometry, and the 6-minute walk test (6MWT). The results revealed a loss of muscle strength and poor exercise tolerance primarily due to peripheral muscle involvement. To complement and better understand these findings, we compared the blood metabolome and lipidome of 13 patients with PCC, 13 patients with acute COVID-19 infection, and 13 healthy controls using magnetic resonance spectroscopy (1H-NMR). PCC patients showed lower levels of HDL-cholesterol, as well as medium and dense HDL particles, which could contribute to a pro-atherogenic and pro-inflammatory state. Although no significant differences were observed in glycoproteins, we found decreased glucose and increased lactate levels, supporting the hypothesis of mitochondrial dysfunction in PCC patients. Additionally, elevated glycine and reduced glutamate levels may be related to the neurological symptoms associated with the condition. We also observed increased levels of glutamine, leucine, and isoleucine, indicating protein hypercatabolism and metabolic stress. These findings suggest that alterations in the metabolome and lipidome of PCC patients may be contributing to the persistence of their symptoms.

Indexed as

COVID-19MetabolomeAdultAgedCross-Sectional StudiesFemaleHand StrengthHumansLipidomicsMaleMetabolomicsMiddle AgedPost-Acute COVID-19 SyndromeProspective StudiesSARS-CoV-2

Identifiers

PMID41774679
PMCPMC12956072

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.