Observational studyIntensive care medicine2025
Role of major cardiovascular surgery-induced metabolic reprogramming in acute kidney injury in critical care.
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.
What it found
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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.
The trial behind it
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Who cites it
6 citing papers in PubMed.
- Development of a multivariable clinical prediction model for acute kidney injury after valve replacement surgery: incremental value of the triglyceride-glucose body mass index.Journal of thoracic disease · 2026Article
- Article
- Plasma metabolomics analysis in murine prerenal azotemia reveals changes in energy substrates, amino acid metabolism, and uremic toxins.American journal of physiology. Renal physiology · 2026Article
- A pH-responsive ultrasmall Fe-kaempferol nanoplatform ameliorates acute kidney injury by enhancing efferocytosis and metabolic reprogramming.Journal of nanobiotechnology · 2026Article
- Update on acute kidney injury: some progresses and a long way to go.Intensive care medicine · 2025Article
- Beyond inflammation: the role of metabolic dysregulation in sepsis diagnosis and treatment.Intensive care medicine · 2025Article
Corrections and comments
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Authors and funding
21 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
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Registered trials
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