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dc.contributor.authorReyes, Luis F.
dc.contributor.authorGarcia, Esteban
dc.contributor.authorIbáñez-Prada, Elsa D.
dc.contributor.authorSerrano-Mayorga, Cristian C.
dc.contributor.authorFuentes, Yuli V.
dc.contributor.authorRodríguez, Alejandro
dc.contributor.authorMoreno, Gerard
dc.contributor.authorBastidas, Alirio
dc.contributor.authorGómez, Josep
dc.contributor.authorGonzalez, Angélica
dc.contributor.authorFrei, Christopher R.
dc.contributor.authorCeli, Leo A.
dc.contributor.authorMartin-Loeches, Ignacio
dc.contributor.authorWaterer, Grant
dc.date.accessioned2023-06-06T19:04:49Z
dc.date.available2023-06-06T19:04:49Z
dc.date.issued2023-05-31
dc.identifier.urihttps://hdl.handle.net/1721.1/150861
dc.description.abstractAbstract 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.en_US
dc.publisherBioMed Centralen_US
dc.relation.isversionofhttps://doi.org/10.1186/s13054-023-04466-xen_US
dc.rightsCreative Commons Attributionen_US
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en_US
dc.sourceBioMed Centralen_US
dc.titleImpact of macrolide treatment on long-term mortality in patients admitted to the ICU due to CAP: a targeted maximum likelihood estimation and survival analysisen_US
dc.typeArticleen_US
dc.identifier.citationCritical Care. 2023 May 31;27(1):212en_US
dc.contributor.departmentHarvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology
dc.identifier.mitlicensePUBLISHER_CC
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2023-06-04T03:11:01Z
dc.language.rfc3066en
dc.rights.holderThe Author(s)
dspace.date.submission2023-06-04T03:11:01Z
mit.licensePUBLISHER_CC
mit.metadata.statusAuthority Work and Publication Information Neededen_US


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