Evidence map›Paper›PMID 42286133›Full record

ArticleScientific reports2026

Metabolomic signatures prior to in-hospital cardiac arrest: insights into potential therapeutic targets.

Taline Lazzarin, Julia S Nunes, Raquel S Ballarin, Paula S Azevedo, Filipe W L Pereira, Sergio A R de Paiva, Suzana E Tanni, Leonardo Zornoff, Rafael Garrett, Daryl Jones and 2 more

Abstract read
In one paragraph

Article in Scientific reports, 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

12 authors.

Taline LazzarinMedical School, Internal Medicine Department, São Paulo State University (Unesp), Botucatu, Brazil. taline.lazzarin@unesp.br.ORCID http://orcid.org/0000-0002-7544-6897
Julia S NunesFederal University of Rio de Janeiro, Rio de Janeiro, Brazil.
Raquel S BallarinMedical School, Internal Medicine Department, São Paulo State University (Unesp), Botucatu, Brazil.
Paula S AzevedoMedical School, Internal Medicine Department, São Paulo State University (Unesp), Botucatu, Brazil.
Filipe W L PereiraMedical School, Internal Medicine Department, São Paulo State University (Unesp), Botucatu, Brazil.
Sergio A R de PaivaMedical School, Internal Medicine Department, São Paulo State University (Unesp), Botucatu, Brazil.
Suzana E TanniMedical School, Internal Medicine Department, São Paulo State University (Unesp), Botucatu, Brazil.
Leonardo ZornoffMedical School, Internal Medicine Department, São Paulo State University (Unesp), Botucatu, Brazil.
Rafael GarrettFederal University of Rio de Janeiro, Rio de Janeiro, Brazil.
Daryl JonesAustralian and New Zealand Intensive Care Research Centre (ANZIC-RC), School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia.
Marina A AlvesFederal University of Rio de Janeiro, Rio de Janeiro, Brazil.
Marcos F MinicucciMedical School, Internal Medicine Department, São Paulo State University (Unesp), Botucatu, Brazil.

Funding

Fundação de Amparo à Pesquisa do Estado de São Paulo FAPESP - 2022/15993-4
6 · The paper itself

Abstract

Plasma metabolomic alterations occurring up to 48 h before in-hospital cardiac arrest (IHCA) and their associations with return of spontaneous circulation (ROSC) and in-hospital mortality (IHM) were evaluated in this exploratory case-control study. Adults with IHCA at a tertiary university hospital were identified, and archived serum samples collected within 48 h before the event were analyzed. For the ROSC analysis, patients with ROSC were matched to non-ROSC patients, while for the IHM analysis, patients with IHM were matched to survivors according to age, sex, initial IHCA rhythm, interval between sample collection and cardiac arrest, and major comorbidities. Untargeted metabolomic profiling was performed, and data was analyzed using complementary multivariate and univariate approaches. Candidate metabolites were further evaluated through qualitative assessment of their distribution across groups. Six metabolites initially differed between groups; however, after this refinement step, only two remained consistently associated with clinically relevant outcomes. Lower circulating tryptophan concentrations were associated with IHM, whereas higher levels of 2-methylbutyryl-L-carnitine were associated with failure to achieve ROSC and increased IHM. Pathway enrichment analysis suggested disruptions in mitochondrial energy metabolism, particularly within the tricarboxylic acid cycle, as well as alterations in amino acid-related pathways, including tryptophan, histidine, and alanine-aspartate-glutamate metabolism. These findings indicate that detectable metabolic disturbances are present up to 48 h before IHCA and are associated with clinical outcomes. As all patients in this study experienced IHCA, these results should be interpreted as differences between outcome groups rather than predictors of IHCA occurrence. Within this context, the findings support the concept that IHCA may represent the culmination of a progressive metabolic deterioration rather than an abrupt event, highlighting a potential window for earlier risk stratification and future investigation of preventive strategies.

Indexed as

Heart ArrestMetabolomeMetabolomicsAgedBiomarkersCase-Control StudiesFemaleHospital MortalityHumansMaleMiddle AgedReturn of Spontaneous CirculationBiomarkersBiomarkersCardiac arrestCritical careMetabolomicsResuscitation

Identifiers

PMID42286133
PMCPMC13518925

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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 OpenQuestion graph.