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Impact of macrolide treatment on long-term mortality in patients admitted to the ICU due to CAP: a targeted maximum likelihood estimation and survival analysis
INTRODUCTION: Patients with community-acquired pneumonia (CAP) admitted to the intensive care unit (ICU) have high mortality rates during the acute infection and up to ten years thereafter. Recommendations from international CAP guidelines include macrolide-based treatment. However, there is no data...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10230128/ https://www.ncbi.nlm.nih.gov/pubmed/37259125 http://dx.doi.org/10.1186/s13054-023-04466-x |
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author | Reyes, Luis Felipe Garcia, Esteban Ibáñez-Prada, Elsa D. Serrano-Mayorga, Cristian C. Fuentes, Yuli V. Rodríguez, Alejandro Moreno, Gerard Bastidas, Alirio Gómez, Josep Gonzalez, Angélica Frei, Christopher R. Celi, Leo Anthony Martin-Loeches, Ignacio Waterer, Grant |
author_facet | Reyes, Luis Felipe Garcia, Esteban Ibáñez-Prada, Elsa D. Serrano-Mayorga, Cristian C. Fuentes, Yuli V. Rodríguez, Alejandro Moreno, Gerard Bastidas, Alirio Gómez, Josep Gonzalez, Angélica Frei, Christopher R. Celi, Leo Anthony Martin-Loeches, Ignacio Waterer, Grant |
author_sort | Reyes, Luis Felipe |
collection | PubMed |
description | INTRODUCTION: Patients with community-acquired pneumonia (CAP) admitted to the intensive care unit (ICU) have high mortality rates during the acute infection and up to ten years thereafter. Recommendations from international CAP guidelines include macrolide-based treatment. However, there is no data on the long-term outcomes of this recommendation. Therefore, we aimed to determine the impact of macrolide-based therapy on long-term mortality in this population. METHODS: Registered patients in the MIMIC-IV database 16 years or older and admitted to the ICU due to CAP were included. Multivariate analysis, targeted maximum likelihood estimation (TMLE) to simulate a randomised controlled trial, and survival analyses were conducted to test the effect of macrolide-based treatment on mortality six-month (6 m) and twelve-month (12 m) after hospital admission. A sensitivity analysis was performed excluding patients with Pseudomonas aeruginosa or MRSA pneumonia to control for Healthcare-Associated Pneumonia (HCAP). RESULTS: 3775 patients were included, and 1154 were treated with a macrolide-based treatment. The non-macrolide-based group had worse long-term clinical outcomes, represented by 6 m [31.5 (363/1154) vs 39.5 (1035/2621), p < 0.001] and 12 m mortality [39.0 (450/1154) vs 45.7 (1198/2621), p < 0.001]. The main risk factors associated with long-term mortality were Charlson comorbidity index, SAPS II, septic shock, and respiratory failure. Macrolide-based treatment reduced the risk of dying at 6 m [HR (95% CI) 0.69 (0.60, 0.78), p < 0.001] and 12 m [0.72 (0.64, 0.81), p < 0.001]. After TMLE, the protective effect continued with an additive effect estimate of − 0.069. CONCLUSION: Macrolide-based treatment reduced the hazard risk of long-term mortality by almost one-third. This effect remains after simulating an RCT with TMLE and the sensitivity analysis for the HCAP classification. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13054-023-04466-x. |
format | Online Article Text |
id | pubmed-10230128 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-102301282023-06-01 Impact of macrolide treatment on long-term mortality in patients admitted to the ICU due to CAP: a targeted maximum likelihood estimation and survival analysis Reyes, Luis Felipe Garcia, Esteban Ibáñez-Prada, Elsa D. Serrano-Mayorga, Cristian C. Fuentes, Yuli V. Rodríguez, Alejandro Moreno, Gerard Bastidas, Alirio Gómez, Josep Gonzalez, Angélica Frei, Christopher R. Celi, Leo Anthony Martin-Loeches, Ignacio Waterer, Grant Crit Care Research INTRODUCTION: Patients with community-acquired pneumonia (CAP) admitted to the intensive care unit (ICU) have high mortality rates during the acute infection and up to ten years thereafter. Recommendations from international CAP guidelines include macrolide-based treatment. However, there is no data on the long-term outcomes of this recommendation. Therefore, we aimed to determine the impact of macrolide-based therapy on long-term mortality in this population. METHODS: Registered patients in the MIMIC-IV database 16 years or older and admitted to the ICU due to CAP were included. Multivariate analysis, targeted maximum likelihood estimation (TMLE) to simulate a randomised controlled trial, and survival analyses were conducted to test the effect of macrolide-based treatment on mortality six-month (6 m) and twelve-month (12 m) after hospital admission. A sensitivity analysis was performed excluding patients with Pseudomonas aeruginosa or MRSA pneumonia to control for Healthcare-Associated Pneumonia (HCAP). RESULTS: 3775 patients were included, and 1154 were treated with a macrolide-based treatment. The non-macrolide-based group had worse long-term clinical outcomes, represented by 6 m [31.5 (363/1154) vs 39.5 (1035/2621), p < 0.001] and 12 m mortality [39.0 (450/1154) vs 45.7 (1198/2621), p < 0.001]. The main risk factors associated with long-term mortality were Charlson comorbidity index, SAPS II, septic shock, and respiratory failure. Macrolide-based treatment reduced the risk of dying at 6 m [HR (95% CI) 0.69 (0.60, 0.78), p < 0.001] and 12 m [0.72 (0.64, 0.81), p < 0.001]. After TMLE, the protective effect continued with an additive effect estimate of − 0.069. CONCLUSION: Macrolide-based treatment reduced the hazard risk of long-term mortality by almost one-third. This effect remains after simulating an RCT with TMLE and the sensitivity analysis for the HCAP classification. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13054-023-04466-x. BioMed Central 2023-05-31 /pmc/articles/PMC10230128/ /pubmed/37259125 http://dx.doi.org/10.1186/s13054-023-04466-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Reyes, Luis Felipe Garcia, Esteban Ibáñez-Prada, Elsa D. Serrano-Mayorga, Cristian C. Fuentes, Yuli V. Rodríguez, Alejandro Moreno, Gerard Bastidas, Alirio Gómez, Josep Gonzalez, Angélica Frei, Christopher R. Celi, Leo Anthony Martin-Loeches, Ignacio Waterer, Grant Impact of macrolide treatment on long-term mortality in patients admitted to the ICU due to CAP: a targeted maximum likelihood estimation and survival analysis |
title | Impact of macrolide treatment on long-term mortality in patients admitted to the ICU due to CAP: a targeted maximum likelihood estimation and survival analysis |
title_full | Impact of macrolide treatment on long-term mortality in patients admitted to the ICU due to CAP: a targeted maximum likelihood estimation and survival analysis |
title_fullStr | Impact of macrolide treatment on long-term mortality in patients admitted to the ICU due to CAP: a targeted maximum likelihood estimation and survival analysis |
title_full_unstemmed | Impact of macrolide treatment on long-term mortality in patients admitted to the ICU due to CAP: a targeted maximum likelihood estimation and survival analysis |
title_short | Impact of macrolide treatment on long-term mortality in patients admitted to the ICU due to CAP: a targeted maximum likelihood estimation and survival analysis |
title_sort | impact of macrolide treatment on long-term mortality in patients admitted to the icu due to cap: a targeted maximum likelihood estimation and survival analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10230128/ https://www.ncbi.nlm.nih.gov/pubmed/37259125 http://dx.doi.org/10.1186/s13054-023-04466-x |
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