Evidence map›Paper›PMID 42251249›Full record

ArticleBMC infectious diseases2026

Association of Staphylococcus aureus bloodstream infection with 7-day incident delirium in critically Ill adults: a propensity-weighted competing risk analysis.

Jiang-Tao Deng, Wei-Jia Kong, Pu-Heng Lu, Lei Yu, Qing-Shan Zhou, Jun Jin, Xiang-Rong Nie

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Article in BMC infectious diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Jiang-Tao DengDepartment of Critical Care Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, 518000, China.
Wei-Jia KongDepartment of Critical Care Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, 518000, China.
Pu-Heng LuDepartment of Critical Care Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, 518000, China.
Lei YuDepartment of Critical Care Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, 518000, China.
Qing-Shan ZhouDepartment of Critical Care Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, 518000, China.
Jun JinDepartment of Critical Care Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, 518000, China.
Xiang-Rong NieDepartment of Critical Care Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, 518000, China. niexr@hku-szh.org.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDelirium is a frequent manifestation of acute brain dysfunction in critically ill patients with bloodstream infections (BSI). While the association between sepsis and delirium is well-established, pathogen-specific neurotoxic effects, particularly those induced by Staphylococcus aureus (S. aureus), remain inadequately elucidated. This study aimed to evaluate the independent association between S. aureus BSI and the risk of 7-day incident delirium in critically ill adults.

methodsA retrospective cohort study was conducted using the MIMIC-IV database, including 3,226 adult patients with confirmed BSI. To minimize confounding bias, a "doubly robust" estimation approach was employed, combining Inverse Probability of Treatment Weighting based on Covariate Balancing Propensity Scores (IPTW-CBPS) with multivariable adjustment. Fine-Gray proportional subdistribution hazard models were utilized to assess the association between pathogen status and 7-day delirium, accounting for death as a competing risk. Explainable machine learning using the eXtreme Gradient Boosting (XGBoost) algorithm and Shapley Additive exPlanations (SHAP) value analysis was performed to identify feature importance. Sensitivity analyses for the 3-day acute risk and methicillin-resistant Staphylococcus aureus (MRSA) phenotype were also conducted.

resultsAmong 3,226 patients, 618 (19.2%) were identified with S. aureus BSI. In the fully adjusted Fine-Gray model, compared with Gram-negative infections, S. aureus BSI was robustly and independently associated with an increased risk of 7-day incident delirium (sHR 1.39; 95% CI 1.11-1.74; p = 0.005). This association was even more pronounced within the 3-day acute window (sHR 1.60; 95% CI 1.27-2.02; p < 0.001). Conversely, compared with Gram-negative BSI, the MRSA phenotype showed no significant independent association with delirium risk (sHR 1.12; 95% CI 0.81-1.55; p = 0.488). SHAP analysis identified S. aureus infection as the fourth most influential feature for delirium, surpassing age and sedative exposure. Subgroup analyses revealed that the pathogen-specific impact was significantly more prominent in patients with lower baseline illness severity (SOFA < 5) and those without a history of dementia (P for interaction < 0.001 and 0.004, respectively). SHAP value analysis further confirmed this finding by demonstrating a higher risk contribution of S. aureus in patients with lower SOFA scores.

conclusionsS. aureus BSI is a robust independent risk factor for 7-day incident delirium compared with Gram-negative BSI, with the hazard being more pronounced within the first 3 days of infection. Notably, compared with Gram-negative BSI, the MRSA phenotype was not independently associated with delirium risk. Identifying S. aureus as a critical driver of early brain dysfunction provides a pathogen-specific framework for risk stratification. Consequently, clinicians should prioritize early neurocognitive monitoring and targeted neuroprotection (e.g. the ABCDEF bundle) for all patients with S. aureus infection.

Indexed as

BacteremiaDeliriumSepsisStaphylococcal InfectionsStaphylococcus aureusAdultAgedAged, 80 and overCritical IllnessFemaleHumansIncidenceMaleMethicillin-Resistant Staphylococcus aureusMiddle AgedPropensity ScoreBloodstream infectionCompeting riskDeliriumICU managementMRSAStaphylococcus aureus

Identifiers

PMID42251249
PMCPMC13471666

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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.