Cargando…
Longitudinal trajectories of sedation level and clinical outcomes in patients who are mechanically ventilated based on a group-based trajectory model: a prospective, multicentre, longitudinal and observational study in Korea
OBJECTIVES: Changes in sedation levels over a long time in patients who are mechanically ventilated are unknown. Therefore, we investigated the long-term sedation levels of these patients by classifying them into different longitudinal patterns. DESIGN: This was a multicentre, prospective, longitudi...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410862/ https://www.ncbi.nlm.nih.gov/pubmed/37369420 http://dx.doi.org/10.1136/bmjopen-2023-072628 |
_version_ | 1785086544799858688 |
---|---|
author | Hyun, Dong-gon Ahn, Jee Hwan Gil, Ha-Yeong Nam, Chung Mo Yun, Choa Lim, Chae-Man |
author_facet | Hyun, Dong-gon Ahn, Jee Hwan Gil, Ha-Yeong Nam, Chung Mo Yun, Choa Lim, Chae-Man |
author_sort | Hyun, Dong-gon |
collection | PubMed |
description | OBJECTIVES: Changes in sedation levels over a long time in patients who are mechanically ventilated are unknown. Therefore, we investigated the long-term sedation levels of these patients by classifying them into different longitudinal patterns. DESIGN: This was a multicentre, prospective, longitudinal, and observational study. SETTING: Twenty intensive care units (ICUs) spanning several medical institutions in Korea. PARTICIPANTS: Patients who received mechanical ventilation and sedatives in ICU within 48 hours of admission between April 2020 and July 2021. PRIMARY AND SECONDARY OUTCOME MEASURES: The primary objective of this study was to identify the pattern of sedation practice. Additionally, we analysed the associations of trajectory groups with clinical outcomes as the secondary outcome. RESULTS: Sedation depth was monitored using Richmond Agitation-Sedation Scale (RASS). A group-based trajectory model was used to classify 631 patients into four trajectories based on sedation depth: persistent suboptimal (13.2%, RASS ≤ −3 throughout the first 30 days), delayed lightening (13.9%, RASS ≥ −2 after the first 15 days), early lightening (38.4%, RASS ≥ −2 after the first 7 days) and persistent optimal (34.6%, RASS ≥ −2 during the first 30 days). ‘Persistent suboptimal’ trajectory was associated with delayed extubation (HR: 0.23, 95% CI: 0.16 to 0.32, p<0.001), longer ICU stay (HR: 0.36, 95% CI: 0.26 to 0.51, p<0.001) and hospital mortality (HR: 13.62, 95% CI: 5.99 to 30.95, p<0.001) compared with ‘persistent optimal’. The ‘delayed lightening’ and ‘early lightening’ trajectories showed lower extubation probability (HR: 0.30, 95% CI: 0.23 to 0.41, p<0.001; HR: 0.72, 95% CI: 0.59 to 0.87, p<0.001, respectively) and ICU discharge (HR: 0.44, 95% CI: 0.33 to 0.59, p<0.001 and HR: 0.80, 95% CI: 0.65 to 0.97, p=0.024) compared with ‘persistently optimal’. CONCLUSIONS: Among the four trajectories, ‘persistent suboptimal’ trajectory was associated with higher mortality. |
format | Online Article Text |
id | pubmed-10410862 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-104108622023-08-10 Longitudinal trajectories of sedation level and clinical outcomes in patients who are mechanically ventilated based on a group-based trajectory model: a prospective, multicentre, longitudinal and observational study in Korea Hyun, Dong-gon Ahn, Jee Hwan Gil, Ha-Yeong Nam, Chung Mo Yun, Choa Lim, Chae-Man BMJ Open Intensive Care OBJECTIVES: Changes in sedation levels over a long time in patients who are mechanically ventilated are unknown. Therefore, we investigated the long-term sedation levels of these patients by classifying them into different longitudinal patterns. DESIGN: This was a multicentre, prospective, longitudinal, and observational study. SETTING: Twenty intensive care units (ICUs) spanning several medical institutions in Korea. PARTICIPANTS: Patients who received mechanical ventilation and sedatives in ICU within 48 hours of admission between April 2020 and July 2021. PRIMARY AND SECONDARY OUTCOME MEASURES: The primary objective of this study was to identify the pattern of sedation practice. Additionally, we analysed the associations of trajectory groups with clinical outcomes as the secondary outcome. RESULTS: Sedation depth was monitored using Richmond Agitation-Sedation Scale (RASS). A group-based trajectory model was used to classify 631 patients into four trajectories based on sedation depth: persistent suboptimal (13.2%, RASS ≤ −3 throughout the first 30 days), delayed lightening (13.9%, RASS ≥ −2 after the first 15 days), early lightening (38.4%, RASS ≥ −2 after the first 7 days) and persistent optimal (34.6%, RASS ≥ −2 during the first 30 days). ‘Persistent suboptimal’ trajectory was associated with delayed extubation (HR: 0.23, 95% CI: 0.16 to 0.32, p<0.001), longer ICU stay (HR: 0.36, 95% CI: 0.26 to 0.51, p<0.001) and hospital mortality (HR: 13.62, 95% CI: 5.99 to 30.95, p<0.001) compared with ‘persistent optimal’. The ‘delayed lightening’ and ‘early lightening’ trajectories showed lower extubation probability (HR: 0.30, 95% CI: 0.23 to 0.41, p<0.001; HR: 0.72, 95% CI: 0.59 to 0.87, p<0.001, respectively) and ICU discharge (HR: 0.44, 95% CI: 0.33 to 0.59, p<0.001 and HR: 0.80, 95% CI: 0.65 to 0.97, p=0.024) compared with ‘persistently optimal’. CONCLUSIONS: Among the four trajectories, ‘persistent suboptimal’ trajectory was associated with higher mortality. BMJ Publishing Group 2023-06-27 /pmc/articles/PMC10410862/ /pubmed/37369420 http://dx.doi.org/10.1136/bmjopen-2023-072628 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Intensive Care Hyun, Dong-gon Ahn, Jee Hwan Gil, Ha-Yeong Nam, Chung Mo Yun, Choa Lim, Chae-Man Longitudinal trajectories of sedation level and clinical outcomes in patients who are mechanically ventilated based on a group-based trajectory model: a prospective, multicentre, longitudinal and observational study in Korea |
title | Longitudinal trajectories of sedation level and clinical outcomes in patients who are mechanically ventilated based on a group-based trajectory model: a prospective, multicentre, longitudinal and observational study in Korea |
title_full | Longitudinal trajectories of sedation level and clinical outcomes in patients who are mechanically ventilated based on a group-based trajectory model: a prospective, multicentre, longitudinal and observational study in Korea |
title_fullStr | Longitudinal trajectories of sedation level and clinical outcomes in patients who are mechanically ventilated based on a group-based trajectory model: a prospective, multicentre, longitudinal and observational study in Korea |
title_full_unstemmed | Longitudinal trajectories of sedation level and clinical outcomes in patients who are mechanically ventilated based on a group-based trajectory model: a prospective, multicentre, longitudinal and observational study in Korea |
title_short | Longitudinal trajectories of sedation level and clinical outcomes in patients who are mechanically ventilated based on a group-based trajectory model: a prospective, multicentre, longitudinal and observational study in Korea |
title_sort | longitudinal trajectories of sedation level and clinical outcomes in patients who are mechanically ventilated based on a group-based trajectory model: a prospective, multicentre, longitudinal and observational study in korea |
topic | Intensive Care |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410862/ https://www.ncbi.nlm.nih.gov/pubmed/37369420 http://dx.doi.org/10.1136/bmjopen-2023-072628 |
work_keys_str_mv | AT hyundonggon longitudinaltrajectoriesofsedationlevelandclinicaloutcomesinpatientswhoaremechanicallyventilatedbasedonagroupbasedtrajectorymodelaprospectivemulticentrelongitudinalandobservationalstudyinkorea AT ahnjeehwan longitudinaltrajectoriesofsedationlevelandclinicaloutcomesinpatientswhoaremechanicallyventilatedbasedonagroupbasedtrajectorymodelaprospectivemulticentrelongitudinalandobservationalstudyinkorea AT gilhayeong longitudinaltrajectoriesofsedationlevelandclinicaloutcomesinpatientswhoaremechanicallyventilatedbasedonagroupbasedtrajectorymodelaprospectivemulticentrelongitudinalandobservationalstudyinkorea AT namchungmo longitudinaltrajectoriesofsedationlevelandclinicaloutcomesinpatientswhoaremechanicallyventilatedbasedonagroupbasedtrajectorymodelaprospectivemulticentrelongitudinalandobservationalstudyinkorea AT yunchoa longitudinaltrajectoriesofsedationlevelandclinicaloutcomesinpatientswhoaremechanicallyventilatedbasedonagroupbasedtrajectorymodelaprospectivemulticentrelongitudinalandobservationalstudyinkorea AT limchaeman longitudinaltrajectoriesofsedationlevelandclinicaloutcomesinpatientswhoaremechanicallyventilatedbasedonagroupbasedtrajectorymodelaprospectivemulticentrelongitudinalandobservationalstudyinkorea |