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Raised inflammatory markers as a predictor of one-year mortality: a cohort study in primary care in the UK using electronic health record data
OBJECTIVES: Identification of patients at increased mortality risk is important in the context of increasing multimorbidity and an ageing population, to help facilitate the planning and delivery of services. The aim of this study was to examine 1-year all-cause mortality in a cohort of primary care...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7566728/ https://www.ncbi.nlm.nih.gov/pubmed/33060080 http://dx.doi.org/10.1136/bmjopen-2019-036027 |
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author | Watson, Jessica Whiting, Penny Salisbury, Chris Banks, Jonathan Hamilton, Willie |
author_facet | Watson, Jessica Whiting, Penny Salisbury, Chris Banks, Jonathan Hamilton, Willie |
author_sort | Watson, Jessica |
collection | PubMed |
description | OBJECTIVES: Identification of patients at increased mortality risk is important in the context of increasing multimorbidity and an ageing population, to help facilitate the planning and delivery of services. The aim of this study was to examine 1-year all-cause mortality in a cohort of primary care patients in whom inflammatory markers including C reactive protein (CRP), erythrocyte sedimentation rate (ESR) and plasma viscosity (PV), had been tested. DESIGN: Observational cohort study using general practitioner Electronic Health Records from the Clinical Practice Research Datalink, with linkage to Office for National Statistics (ONS) Death Registry. SETTING: UK Primary Care. PARTICIPANTS: 159 325 patients with inflammatory marker tests done in 2014 and 39 928 age, sex and practice-matched controls without inflammatory marker testing. ONS Death registry data were available for 109 966 participants. PRIMARY AND SECONDARY OUTCOME MEASURES: One-year mortality in those with raised inflammatory markers compared with normal inflammatory markers and untested controls. Subanalyses stratified 1-year mortality by age group, gender and cause of death. RESULTS: Patients with a raised inflammatory marker (n=47 797) had an overall 1-year all-cause mortality of 6.89%, compared with 1.41% in those with normal inflammatory markers (p<0.001) and 1.62% in untested controls. A raised CRP is associated with the highest mortality rate at 8.76% compared with 4.99% for ESR and 4.66% for PV. One-year mortality is higher in men with a raised inflammatory marker compared with women (9.78% vs 5.29%). The C-statistic of a simple mortality prediction model containing age, sex and CRP test result is 0.89. CONCLUSIONS: Inflammatory markers are a strong predictor of all-cause mortality in primary care, with a C-statistic comparable to several previously developed frailty indices. Future research should consider the added value of CRP testing, in combination with other risk factors, to improve prediction of mortality in primary care. Evidence- based interventions for frailty are needed alongside predictive tools. |
format | Online Article Text |
id | pubmed-7566728 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-75667282020-10-19 Raised inflammatory markers as a predictor of one-year mortality: a cohort study in primary care in the UK using electronic health record data Watson, Jessica Whiting, Penny Salisbury, Chris Banks, Jonathan Hamilton, Willie BMJ Open General practice / Family practice OBJECTIVES: Identification of patients at increased mortality risk is important in the context of increasing multimorbidity and an ageing population, to help facilitate the planning and delivery of services. The aim of this study was to examine 1-year all-cause mortality in a cohort of primary care patients in whom inflammatory markers including C reactive protein (CRP), erythrocyte sedimentation rate (ESR) and plasma viscosity (PV), had been tested. DESIGN: Observational cohort study using general practitioner Electronic Health Records from the Clinical Practice Research Datalink, with linkage to Office for National Statistics (ONS) Death Registry. SETTING: UK Primary Care. PARTICIPANTS: 159 325 patients with inflammatory marker tests done in 2014 and 39 928 age, sex and practice-matched controls without inflammatory marker testing. ONS Death registry data were available for 109 966 participants. PRIMARY AND SECONDARY OUTCOME MEASURES: One-year mortality in those with raised inflammatory markers compared with normal inflammatory markers and untested controls. Subanalyses stratified 1-year mortality by age group, gender and cause of death. RESULTS: Patients with a raised inflammatory marker (n=47 797) had an overall 1-year all-cause mortality of 6.89%, compared with 1.41% in those with normal inflammatory markers (p<0.001) and 1.62% in untested controls. A raised CRP is associated with the highest mortality rate at 8.76% compared with 4.99% for ESR and 4.66% for PV. One-year mortality is higher in men with a raised inflammatory marker compared with women (9.78% vs 5.29%). The C-statistic of a simple mortality prediction model containing age, sex and CRP test result is 0.89. CONCLUSIONS: Inflammatory markers are a strong predictor of all-cause mortality in primary care, with a C-statistic comparable to several previously developed frailty indices. Future research should consider the added value of CRP testing, in combination with other risk factors, to improve prediction of mortality in primary care. Evidence- based interventions for frailty are needed alongside predictive tools. BMJ Publishing Group 2020-10-15 /pmc/articles/PMC7566728/ /pubmed/33060080 http://dx.doi.org/10.1136/bmjopen-2019-036027 Text en © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/ https://creativecommons.org/licenses/by/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/. |
spellingShingle | General practice / Family practice Watson, Jessica Whiting, Penny Salisbury, Chris Banks, Jonathan Hamilton, Willie Raised inflammatory markers as a predictor of one-year mortality: a cohort study in primary care in the UK using electronic health record data |
title | Raised inflammatory markers as a predictor of one-year mortality: a cohort study in primary care in the UK using electronic health record data |
title_full | Raised inflammatory markers as a predictor of one-year mortality: a cohort study in primary care in the UK using electronic health record data |
title_fullStr | Raised inflammatory markers as a predictor of one-year mortality: a cohort study in primary care in the UK using electronic health record data |
title_full_unstemmed | Raised inflammatory markers as a predictor of one-year mortality: a cohort study in primary care in the UK using electronic health record data |
title_short | Raised inflammatory markers as a predictor of one-year mortality: a cohort study in primary care in the UK using electronic health record data |
title_sort | raised inflammatory markers as a predictor of one-year mortality: a cohort study in primary care in the uk using electronic health record data |
topic | General practice / Family practice |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7566728/ https://www.ncbi.nlm.nih.gov/pubmed/33060080 http://dx.doi.org/10.1136/bmjopen-2019-036027 |
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