Cargando…

The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD

BACKGROUND: One in three patients hospitalised due to acute exacerbation of COPD (AECOPD) is readmitted within 90 days. No tool has been developed specifically in this population to predict readmission or death. Clinicians are unable to identify patients at particular risk, yet resources to prevent...

Descripción completa

Detalles Bibliográficos
Autores principales: Echevarria, C, Steer, J, Heslop-Marshall, K, Stenton, S C, Hickey, P M, Hughes, R, Wijesinghe, M, Harrison, R N, Steen, N, Simpson, A J, Gibson, G J, Bourke, S C
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5537524/
https://www.ncbi.nlm.nih.gov/pubmed/28235886
http://dx.doi.org/10.1136/thoraxjnl-2016-209298
_version_ 1783254197947334656
author Echevarria, C
Steer, J
Heslop-Marshall, K
Stenton, S C
Hickey, P M
Hughes, R
Wijesinghe, M
Harrison, R N
Steen, N
Simpson, A J
Gibson, G J
Bourke, S C
author_facet Echevarria, C
Steer, J
Heslop-Marshall, K
Stenton, S C
Hickey, P M
Hughes, R
Wijesinghe, M
Harrison, R N
Steen, N
Simpson, A J
Gibson, G J
Bourke, S C
author_sort Echevarria, C
collection PubMed
description BACKGROUND: One in three patients hospitalised due to acute exacerbation of COPD (AECOPD) is readmitted within 90 days. No tool has been developed specifically in this population to predict readmission or death. Clinicians are unable to identify patients at particular risk, yet resources to prevent readmission are allocated based on clinical judgement. METHODS: In participating hospitals, consecutive admissions of patients with AECOPD were identified by screening wards and reviewing coding records. A tool to predict 90-day readmission or death without readmission was developed in two hospitals (the derivation cohort) and validated in: (a) the same hospitals at a later timeframe (internal validation cohort) and (b) four further UK hospitals (external validation cohort). Performance was compared with ADO, BODEX, CODEX, DOSE and LACE scores. RESULTS: Of 2417 patients, 936 were readmitted or died within 90 days of discharge. The five independent variables in the final model were: Previous admissions, eMRCD score, Age, Right-sided heart failure and Left-sided heart failure (PEARL). The PEARL score was consistently discriminative and accurate with a c-statistic of 0.73, 0.68 and 0.70 in the derivation, internal validation and external validation cohorts. Higher PEARL scores were associated with a shorter time to readmission. CONCLUSIONS: The PEARL score is a simple tool that can effectively stratify patients' risk of 90-day readmission or death, which could help guide readmission avoidance strategies within the clinical and research setting. It is superior to other scores that have been used in this population. TRIAL REGISTRATION NUMBER: UKCRN ID 14214.
format Online
Article
Text
id pubmed-5537524
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher BMJ Publishing Group
record_format MEDLINE/PubMed
spelling pubmed-55375242017-08-03 The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD Echevarria, C Steer, J Heslop-Marshall, K Stenton, S C Hickey, P M Hughes, R Wijesinghe, M Harrison, R N Steen, N Simpson, A J Gibson, G J Bourke, S C Thorax Chronic Obstructive Pulmonary Disease BACKGROUND: One in three patients hospitalised due to acute exacerbation of COPD (AECOPD) is readmitted within 90 days. No tool has been developed specifically in this population to predict readmission or death. Clinicians are unable to identify patients at particular risk, yet resources to prevent readmission are allocated based on clinical judgement. METHODS: In participating hospitals, consecutive admissions of patients with AECOPD were identified by screening wards and reviewing coding records. A tool to predict 90-day readmission or death without readmission was developed in two hospitals (the derivation cohort) and validated in: (a) the same hospitals at a later timeframe (internal validation cohort) and (b) four further UK hospitals (external validation cohort). Performance was compared with ADO, BODEX, CODEX, DOSE and LACE scores. RESULTS: Of 2417 patients, 936 were readmitted or died within 90 days of discharge. The five independent variables in the final model were: Previous admissions, eMRCD score, Age, Right-sided heart failure and Left-sided heart failure (PEARL). The PEARL score was consistently discriminative and accurate with a c-statistic of 0.73, 0.68 and 0.70 in the derivation, internal validation and external validation cohorts. Higher PEARL scores were associated with a shorter time to readmission. CONCLUSIONS: The PEARL score is a simple tool that can effectively stratify patients' risk of 90-day readmission or death, which could help guide readmission avoidance strategies within the clinical and research setting. It is superior to other scores that have been used in this population. TRIAL REGISTRATION NUMBER: UKCRN ID 14214. BMJ Publishing Group 2017-08 2017-02-24 /pmc/articles/PMC5537524/ /pubmed/28235886 http://dx.doi.org/10.1136/thoraxjnl-2016-209298 Text en Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/ This is an Open Access article distributed in accordance with the terms of the Creative Commons Attribution (CC BY 4.0) license, which permits others to distribute, remix, adapt and build upon this work, for commercial use, provided the original work is properly cited. See: http://creativecommons.org/licenses/by/4.0/
spellingShingle Chronic Obstructive Pulmonary Disease
Echevarria, C
Steer, J
Heslop-Marshall, K
Stenton, S C
Hickey, P M
Hughes, R
Wijesinghe, M
Harrison, R N
Steen, N
Simpson, A J
Gibson, G J
Bourke, S C
The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD
title The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD
title_full The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD
title_fullStr The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD
title_full_unstemmed The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD
title_short The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD
title_sort pearl score predicts 90-day readmission or death after hospitalisation for acute exacerbation of copd
topic Chronic Obstructive Pulmonary Disease
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5537524/
https://www.ncbi.nlm.nih.gov/pubmed/28235886
http://dx.doi.org/10.1136/thoraxjnl-2016-209298
work_keys_str_mv AT echevarriac thepearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT steerj thepearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT heslopmarshallk thepearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT stentonsc thepearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT hickeypm thepearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT hughesr thepearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT wijesinghem thepearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT harrisonrn thepearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT steenn thepearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT simpsonaj thepearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT gibsongj thepearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT bourkesc thepearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT echevarriac pearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT steerj pearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT heslopmarshallk pearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT stentonsc pearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT hickeypm pearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT hughesr pearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT wijesinghem pearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT harrisonrn pearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT steenn pearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT simpsonaj pearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT gibsongj pearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd
AT bourkesc pearlscorepredicts90dayreadmissionordeathafterhospitalisationforacuteexacerbationofcopd