Evidence map›Paper›PMID 42201000›Full record

ArticleMedical sciences (Basel, Switzerland)2026

Cardiac Surgery-Associated Acute Kidney Injury: Procedure-Specific Incidence and Impact on Mortality-An Algorithm-Based Big Data Fusion Analysis.

Nora Goebel, Micha Christ, Nico Schmid, Carmen Heidrich, Joerg Latus, Mark Dominik Alscher, Bartosz Rylski, Moritz Schanz

Abstract read
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Article in Medical sciences (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Nora GoebelDepartment of Cardiovascular Surgery, Robert Bosch Hospital, 70376 Stuttgart, Germany.ORCID 0000-0002-7692-3480
Micha ChristCenter for Medical Data Integration, Bosch Health Campus, 70376 Stuttgart, Germany.
Nico SchmidCenter for Medical Data Integration, Bosch Health Campus, 70376 Stuttgart, Germany.ORCID 0009-0001-6228-8754
Carmen HeidrichCenter for Medical Data Integration, Bosch Health Campus, 70376 Stuttgart, Germany.
Joerg LatusDepartment of General Internal Medicine and Nephrology, Robert Bosch Hospital, 70376 Stuttgart, Germany.
Mark Dominik AlscherRobert Bosch Hospital, and Robert Bosch Society for Medical Research, 70376 Stuttgart, Germany.
Bartosz RylskiDepartment of Cardiovascular Surgery, Robert Bosch Hospital, 70376 Stuttgart, Germany.ORCID 0000-0001-6890-2172
Moritz SchanzDepartment of General Internal Medicine and Nephrology, Robert Bosch Hospital, 70376 Stuttgart, Germany.ORCID 0000-0001-7300-8132

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAcute kidney injury following cardiac surgery is frequent and is associated with increased risks of morbidity and mortality. However, the incidence, severity, and impact of acute kidney injury after cardiac surgery are still underestimated. Therefore, we analyzed our large electronic database for the procedure-specific incidence, characterization, and outcomes of cardiac surgery-associated acute kidney injury (CSA-AKI).

methodsA total of 8564 patients who underwent cardiac surgery at our center between 2017 and 2024 were included. We used an algorithm-based data fusion technique to aggregate data from different electronic health record sources. Data were analyzed regarding acute kidney injury according to the full kidney disease: Improving Global Outcomes (KDIGO) criteria.

resultsThe patients' median age was 68 [60; 75] years, and 75.2% were male. The overall incidence of CSA-AKI was 70.5% during the hospital stay, and its development was significantly associated with increased in-hospital mortality rates (5.9% vs. 0.9%,

conclusionsThe occurrence of CSA-AKI is associated with a significantly increased risk of in-hospital mortality, irrespective of stage. Procedure-specific AKI rates differ significantly between types of surgeries. Therefore, consideration of procedure-related risks, as well as early detection, is crucial to improve outcomes after cardiac surgery.

Indexed as

Acute Kidney InjuryCardiac Surgical ProceduresPostoperative ComplicationsAgedAlgorithmsBig DataFemaleHospital MortalityHumansIncidenceMaleMiddle AgedRisk Factorsalgorithm-based analysiscardiac surgery-associated acute kidney injurydata fusionintensive caremortality

Identifiers

PMID42201000
PMCPMC13214795

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