Impact of carbapenem-resistant infections on mortality in mechanically ventilated acute respiratory distress syndrome patients: A comparison with hypoxemia severity – An observational study

<h2>Abstract</h2><h3>Introduction</h3> There has been a shift in predicting adverse outcomes in acute respiratory distress syndrome (ARDS) from pulmonary to extra-pulmonary organ dysfunction. With rising multi-drug resistance, carbapenem-resistant infections (CRI) may complicate ARDS. The significance of CRI as an outcome predictor is crucial. This study aimed to assess the impact of CRI in ARDS patients. <h3>Methods</h3> This secondary analysis included 355 adult ARDS patients on invasive mechanical ventilation from two prospective observational studies conducted between September 2020 and July 2024 at a single-center tertiary care facility. The primary outcome was ICU mortality. Demographic details, organ dysfunction scores, oxygenation values, ARDS classification based on the Berlin criteria, inflammatory biomarkers, and ICU outcomes were noted from clinical records. Patients' culture sensitivity reports were reviewed for CRI, and the association of CRI with mortality outcomes was analyzed. Univariate and multivariable logistic regression analyses and artificial neural network model, were employed to analyze mortality outcomes. <h3>Results</h3> CRI was present in 32.9 % of ARDS patients. Multivariable logistic regression identified CRI as an independent predictor of ICU mortality (P-value<0.001, adjusted OR 3.13, 95%CI [1.752–5.588]). Artificial neural network analysis showed that acute physiology and chronic health evaluation (APACHE) II score, sequential organ failure assessment (SOFA) score, and CRI had the normalized importance (100 %, 84.5 %, and 83.4 %, respectively) in predicting mortality. Independent predictors—CRI, APACHE II score ≥ 17, and SOFA score ≥9—were combined to create the "CARAS" categorization, which had a higher mortality (76.6 %, P-value<0.001). Mortality in mild-moderate ARDS with CRI was 59.4 % versus 41.1 % without CRI (P-value = 0.013, Chi-Square test). <h3>Conclusion</h3> CRI is an independent predictor of mortality in ARDS patients, compared to hypoxemia severity. "CARAS" positive patients (CRI with APACHE II score ≥17 and SOFA score ≥9) had significantly higher mortality than non-CARAS. CRI significantly increases mortality in mild-moderate ARDS compared to increase in mortality in severe ARDS.

Authors

Institutions

Publication Details

Journal
Clinical Epidemiology and Global Health
Published
2025-01-22
DOI
https://doi.org/10.1016/j.cegh.2025.101947
Citations
1
Primary Topic
Respiratory Support and Mechanisms
Type
article
Field-Weighted Citation Impact
1.52

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Impact of carbapenem-resistant infections on mortality in mechanically ventilated acute respiratory distress syndrome patients: A comparison with hypoxemia severity – An observational study

Prithvishree Ravindra, Sagar Shanmukhappa Maddani, Pratibha Todur, Souvik Chaudhuri et al.
1 citations
Clinical Epidemiology and Global Health
Respiratory Support and Mechanisms
1.52
article

Impact of carbapenem-resistant infections on mortality in mechanically ventilated acute respiratory distress syndrome patients: A comparison with hypoxemia severity – An observational study

Prithvishree Ravindra, Sagar Shanmukhappa Maddani, Pratibha Todur, Souvik Chaudhuri, Danavath Nagendra, Vinutha Bhat, Prabha Prakash, Ganesh Paramasivam, Thejesh Srinivas, Pratik Paran Medhi, Gagana Hanumaiah, Shwethapriya Rao, P Vishwas, Shobha Kamath, Likith Hanumaiah
article en
1 citations

Abstract

<h2>Abstract</h2><h3>Introduction</h3> There has been a shift in predicting adverse outcomes in acute respiratory distress syndrome (ARDS) from pulmonary to extra-pulmonary organ dysfunction. With rising multi-drug resistance, carbapenem-resistant infections (CRI) may complicate ARDS. The significance of CRI as an outcome predictor is crucial. This study aimed to assess the impact of CRI in ARDS patients. <h3>Methods</h3> This secondary analysis included 355 adult ARDS patients on invasive mechanical ventilation from two prospective observational studies conducted between September 2020 and July 2024 at a single-center tertiary care facility. The primary outcome was ICU mortality. Demographic details, organ dysfunction scores, oxygenation values, ARDS classification based on the Berlin criteria, inflammatory biomarkers, and ICU outcomes were noted from clinical records. Patients' culture sensitivity reports were reviewed for CRI, and the association of CRI with mortality outcomes was analyzed. Univariate and multivariable logistic regression analyses and artificial neural network model, were employed to analyze mortality outcomes. <h3>Results</h3> CRI was present in 32.9 % of ARDS patients. Multivariable logistic regression identified CRI as an independent predictor of ICU mortality (P-value<0.001, adjusted OR 3.13, 95%CI [1.752–5.588]). Artificial neural network analysis showed that acute physiology and chronic health evaluation (APACHE) II score, sequential organ failure assessment (SOFA) score, and CRI had the normalized importance (100 %, 84.5 %, and 83.4 %, respectively) in predicting mortality. Independent predictors—CRI, APACHE II score ≥ 17, and SOFA score ≥9—were combined to create the "CARAS" categorization, which had a higher mortality (76.6 %, P-value<0.001). Mortality in mild-moderate ARDS with CRI was 59.4 % versus 41.1 % without CRI (P-value = 0.013, Chi-Square test). <h3>Conclusion</h3> CRI is an independent predictor of mortality in ARDS patients, compared to hypoxemia severity. "CARAS" positive patients (CRI with APACHE II score ≥17 and SOFA score ≥9) had significantly higher mortality than non-CARAS. CRI significantly increases mortality in mild-moderate ARDS compared to increase in mortality in severe ARDS.

Clinical Epidemiology and Global HealthVol. 32
Manipal Academy of Higher Education (IN), Kasturba Medical College, Manipal (IN)
Manipal Academy of Higher Education, Indian Council of Medical Research, Ministry of Health and Family Welfare
Good health and well-being
Openalex Percentile: Top 23%
Respiratory Support and Mechanisms
1.52
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.