Evidence map›Paper›PMID 41823849›Full record

ArticleBiology2026

Sex-Dependent Metabolic Alterations in Red Blood Cells During COVID-19.

José Raul Herance, Idoia Álvarez-Ajuria, Carolina Aparicio-Gómez, Marina Giralt-Arnaiz, Celia Moya-Latorre, Rita Ortega-Vallbona, Martina Palomino-Schätzlein

Abstract read
In one paragraph

Article in Biology, 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

7 authors.

José Raul HeranceMolecular Imaging and Therapy Research Group, Vall d'Hebron University Hospital, Autonomous University Barcelona, 08035 Barcelona, Spain.ORCID 0000-0001-7178-3290
Idoia Álvarez-AjuriaMoldrug AI Systems SL, Parque Tecnológico de Valencia, 46980 Paterna, Spain.
Carolina Aparicio-GómezMolecular Imaging and Therapy Research Group, Vall d'Hebron University Hospital, Autonomous University Barcelona, 08035 Barcelona, Spain.
Marina Giralt-ArnaizClinical Biochemistry Research Group, Biochemical Core Facilities, Vall d'Hebron University Hospital, Autonomous University Barcelona, 08035 Barcelona, Spain.
Celia Moya-LatorreProtoQSAR SL, Parque Tecnológico de Valencia, 46980 Paterna, Spain.
Rita Ortega-VallbonaProtoQSAR SL, Parque Tecnológico de Valencia, 46980 Paterna, Spain.ORCID 0000-0002-6904-8833
Martina Palomino-SchätzleinMoldrug AI Systems SL, Parque Tecnológico de Valencia, 46980 Paterna, Spain.

Funding

Regional Innovation Program IVACE-i Promoción de Talento Innodocto Grant No. INNTA3/2024/3
6 · The paper itself

Abstract

COVID-19 is known to impair red blood cell (RBC) function, which may affect oxygen transport and disease progression. However, the metabolic consequences of SARS-CoV-2 infection on RBCs and how these changes relate to disease severity and sex differences, have not been systematically explored. Here, we compared RBC metabolomic profiles from healthy controls and individuals with COVID-19 using nuclear magnetic resonance (NMR) to gain insight into disease mechanisms and potential biomarkers. Multivariate and univariate analyses were performed within the men and women cohorts, and clinical factors, including body mass index, comorbidities, and critical clinical status were considered. We found that COVID-19 induces significant metabolic remodeling in RBCs of all patients, including reduced glycolytic and pentose phosphate pathway (PPP) intermediates, consistent with impaired energetic and antioxidant capacity. However, we also observed differences between men and women in the pattern and extent of these changes. Female patients showed changes in metabolites implicated in oxygen release and amino sugar metabolism, including 2,3-BPG, suggesting a distinct metabolic adaptation. By contrast, male patients exhibited a broader set of RBC-specific metabolic disruptions, most evident in severe disease, characterized by decreased amino acid levels, altered glycolytic activity, and weakened antioxidant responses. Overall, these findings identify RBC metabolism as a component of COVID-19 pathophysiology and support its potential as a source of biomarkers.

Indexed as

antioxidant metabolismcardiovascular diseasesCOVID-19diabetesNMRred blood cellssex specific alteration

Identifiers

PMID41823849
PMCPMC12985284

What Socratic holds

Textmetadata
LicenceCC BY
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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.