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Validation of the REGARDS Severe Sepsis Risk Score
There are no validated systems for characterizing long-term risk of severe sepsis in community-dwelling adults. We tested the ability of the REasons for Geographic and Racial Differences in Stroke-Severe Sepsis Risk Score (REGARDS-SSRS) to predict 10-year severe sepsis risk in separate cohorts of co...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6306847/ https://www.ncbi.nlm.nih.gov/pubmed/30544923 http://dx.doi.org/10.3390/jcm7120536 |
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author | Wang, Henry E. Donnelly, John P. Yende, Sachin Levitan, Emily B. Shapiro, Nathan I. Dai, Yuling Zhao, Hong Heiss, Gerardo Odden, Michelle Newman, Anne Safford, Monika |
author_facet | Wang, Henry E. Donnelly, John P. Yende, Sachin Levitan, Emily B. Shapiro, Nathan I. Dai, Yuling Zhao, Hong Heiss, Gerardo Odden, Michelle Newman, Anne Safford, Monika |
author_sort | Wang, Henry E. |
collection | PubMed |
description | There are no validated systems for characterizing long-term risk of severe sepsis in community-dwelling adults. We tested the ability of the REasons for Geographic and Racial Differences in Stroke-Severe Sepsis Risk Score (REGARDS-SSRS) to predict 10-year severe sepsis risk in separate cohorts of community-dwelling adults. We internally tested the REGARDS-SSRS on the REGARDS-Medicare subcohort. We then externally validated the REGARDS-SSRS using (1) the Cardiovascular Health Study (CHS) and (2) the Atherosclerosis Risk in Communities (ARIC) cohorts. Participants included community-dwelling adults: REGARDS-Medicare, age ≥65 years, n = 9522; CHS, age ≥65 years, n = 5888; ARIC, age 45–64 years, n = 11,584. The primary exposure was 10-year severe sepsis risk, predicted by the REGARDS-SSRS from participant sociodemographics, health behaviors, chronic medical conditions and select biomarkers. The primary outcome was first severe sepsis hospitalizations, defined as the concurrent presence of ICD-9 discharge diagnoses for a serious infection and organ dysfunction. Median SSRS in the cohorts were: REGARDS-Medicare 11 points (IQR 7–16), CHS 10 (IQR 6–15), ARIC 7 (IQR 5–10). Severe sepsis incidence rates were: REGARDS-Medicare 30.7 per 1000 person-years (95% CI: 29.2–32.2); CHS 11.9 (10.9–12.9); ARIC 6.8 (6.3–7.3). SSRS discrimination for first severe sepsis events were: REGARDS-Medicare C-statistic 0.704 (95% CI: 0.691–0.718), CHS 0.696 (0.675–0.716), ARIC 0.697 (0.677–0.716). The REGARDS-SRSS may potentially play a role in identifying community-dwelling adults at high severe sepsis risk. |
format | Online Article Text |
id | pubmed-6306847 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-63068472019-01-02 Validation of the REGARDS Severe Sepsis Risk Score Wang, Henry E. Donnelly, John P. Yende, Sachin Levitan, Emily B. Shapiro, Nathan I. Dai, Yuling Zhao, Hong Heiss, Gerardo Odden, Michelle Newman, Anne Safford, Monika J Clin Med Article There are no validated systems for characterizing long-term risk of severe sepsis in community-dwelling adults. We tested the ability of the REasons for Geographic and Racial Differences in Stroke-Severe Sepsis Risk Score (REGARDS-SSRS) to predict 10-year severe sepsis risk in separate cohorts of community-dwelling adults. We internally tested the REGARDS-SSRS on the REGARDS-Medicare subcohort. We then externally validated the REGARDS-SSRS using (1) the Cardiovascular Health Study (CHS) and (2) the Atherosclerosis Risk in Communities (ARIC) cohorts. Participants included community-dwelling adults: REGARDS-Medicare, age ≥65 years, n = 9522; CHS, age ≥65 years, n = 5888; ARIC, age 45–64 years, n = 11,584. The primary exposure was 10-year severe sepsis risk, predicted by the REGARDS-SSRS from participant sociodemographics, health behaviors, chronic medical conditions and select biomarkers. The primary outcome was first severe sepsis hospitalizations, defined as the concurrent presence of ICD-9 discharge diagnoses for a serious infection and organ dysfunction. Median SSRS in the cohorts were: REGARDS-Medicare 11 points (IQR 7–16), CHS 10 (IQR 6–15), ARIC 7 (IQR 5–10). Severe sepsis incidence rates were: REGARDS-Medicare 30.7 per 1000 person-years (95% CI: 29.2–32.2); CHS 11.9 (10.9–12.9); ARIC 6.8 (6.3–7.3). SSRS discrimination for first severe sepsis events were: REGARDS-Medicare C-statistic 0.704 (95% CI: 0.691–0.718), CHS 0.696 (0.675–0.716), ARIC 0.697 (0.677–0.716). The REGARDS-SRSS may potentially play a role in identifying community-dwelling adults at high severe sepsis risk. MDPI 2018-12-11 /pmc/articles/PMC6306847/ /pubmed/30544923 http://dx.doi.org/10.3390/jcm7120536 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Henry E. Donnelly, John P. Yende, Sachin Levitan, Emily B. Shapiro, Nathan I. Dai, Yuling Zhao, Hong Heiss, Gerardo Odden, Michelle Newman, Anne Safford, Monika Validation of the REGARDS Severe Sepsis Risk Score |
title | Validation of the REGARDS Severe Sepsis Risk Score |
title_full | Validation of the REGARDS Severe Sepsis Risk Score |
title_fullStr | Validation of the REGARDS Severe Sepsis Risk Score |
title_full_unstemmed | Validation of the REGARDS Severe Sepsis Risk Score |
title_short | Validation of the REGARDS Severe Sepsis Risk Score |
title_sort | validation of the regards severe sepsis risk score |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6306847/ https://www.ncbi.nlm.nih.gov/pubmed/30544923 http://dx.doi.org/10.3390/jcm7120536 |
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