Evidence map›Paper›PMID 39869158›Full record

Observational studyIntensive care medicine2025

Role of major cardiovascular surgery-induced metabolic reprogramming in acute kidney injury in critical care.

Tiago R Velho, Francisco Pinto, Ricardo Ferreira, Rafael Maniés Pereira, António Duarte, Makoto Harada, Katharina Willmann, Dora Pedroso, Tiago Paixão, Nuno Carvalho Guerra and 11 more

Abstract readObservational Study
PubMed Publisher
In one paragraph

Observational study in Intensive care medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

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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

21 authors.

Tiago R VelhoCardiothoracic Surgery Department, Hospital de Santa Maria, Unidade Local de Saúde de Santa Maria, Lisbon, Portugal. tiagovelho48@hotmail.com.
Francisco PintoFaculdade de Ciências da Universidade de Lisboa, Lisbon, Portugal.
Ricardo FerreiraCardiothoracic Surgery Department, Hospital de Santa Maria, Unidade Local de Saúde de Santa Maria, Lisbon, Portugal.
Rafael Maniés PereiraCardiothoracic Surgery Research Unit, Centro Cardiovascular da Universidade de Lisboa (CCUL@RISE), Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal.
António DuarteVascular Surgery Department, Hospital de Santa Maria, Unidade Local de Saúde de Santa Maria, Lisbon, Portugal.
Makoto HaradaInstitute of Translational Genomics, Helmholtz Zentrum München - German Research Centre for Environmental Health, Neuherberg, Germany.
Katharina WillmannCenter for Disease Mechanisms Research, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal.
Dora PedrosoCenter for Disease Mechanisms Research, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal.
Tiago PaixãoGIMM - Gulbenkian Institute for Molecular Medicine, Lisbon, Portugal.
Nuno Carvalho GuerraCardiothoracic Surgery Department, Hospital de Santa Maria, Unidade Local de Saúde de Santa Maria, Lisbon, Portugal.
Ana Neves-CostaCenter for Disease Mechanisms Research, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal.
Isa SantosCenter for Disease Mechanisms Research, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal.
Ryan Gouveia E MeloVascular Surgery Department, Hospital de Santa Maria, Unidade Local de Saúde de Santa Maria, Lisbon, Portugal.
Dulce BritoCentro Cardiovascular da Universidade de Lisboa (CCUL@RISE), Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal.
Ana G AlmeidaCentro Cardiovascular da Universidade de Lisboa (CCUL@RISE), Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal.
Ângelo NobreCardiothoracic Surgery Department, Hospital de Santa Maria, Unidade Local de Saúde de Santa Maria, Lisbon, Portugal.
Rui Wang-SattlerInstitute of Translational Genomics, Helmholtz Zentrum München - German Research Centre for Environmental Health, Neuherberg, Germany.
Thomas KöcherVienna BioCenter Core Facilities GmbH, Vienna, Austria.
Luís Mendes PedroCentro Cardiovascular da Universidade de Lisboa (CCUL@RISE), Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal.
Fausto PintoCentro Cardiovascular da Universidade de Lisboa (CCUL@RISE), Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal.
Luís Ferreira MoitaCenter for Disease Mechanisms Research, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal. lmoita@medicina.ulisboa.pt.ORCID 0000-0003-0707-315X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeMajor cardiovascular surgery imposes high physiologic stress, often causing severe organ dysfunction and poor outcomes. The underlying mechanisms remain unclear. This study investigated metabolic changes induced by major cardiovascular surgery and the potential role of identified metabolic signatures in postoperative acute kidney injury (AKI).

methodsA prospective observational study included 53 patients undergoing major cardiovascular surgery in 3 groups: cardiac surgery with cardiopulmonary bypass (CPB n = 33), without CPB (n = 10), and major vascular surgery (n = 10). For each patient, peripheral blood samples were collected pre-surgery, and at 6 h and 24 h post-surgery. Untargeted metabolomics using mass spectrometry quantified 8668 metabolic features in serum samples. Linear mixed-effect models (adjusted for age, sex, and body mass index) and pathway analyses were performed.

resultsIn the cardiac surgery with CPB group, 772 features were significantly altered (P < 2.8E - 05) across the 3 time points. These features were enriched in five classes, all related to protein metabolism, with glycine and serine metabolism being the most represented. Cardiac surgery with CPB showed a distinct metabolic signature compared to other groups. Patients who developed postoperative AKI exhibited increased protein catabolism (including valine, leucine, and isoleucine degradation), disruptions in the citric acid cycle, and plasmatic accumulation of acylcarnitines.

conclusionMajor cardiovascular surgery, particularly with CPB, induces significant changes in protein metabolism. Patients developing postoperative AKI exhibited specific metabolic signatures. These findings may be critical for designing interventions to minimize organ dysfunction, including AKI, and improve outcomes in major cardiovascular surgery.

Indexed as

Acute Kidney InjuryCardiac Surgical ProceduresCardiopulmonary BypassPostoperative ComplicationsAgedCritical CareFemaleHumansMaleMetabolic ReprogrammingMetabolomicsMiddle AgedProspective StudiesAcute kidney injuryAcylcarnitinesAmino acidCitric acidMajor cardiovascular surgeryMetabolismMetabolomicsTCA cycle

Identifiers

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Registered trials

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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.