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Derivation and validation of a composite scoring system (SAVED(2)) for prediction of unfavorable modified Rankin scale score following intracerebral hemorrhage
OBJECTIVE: To develop a composite score for predicting functional outcome post–intracerebral hemorrhage (ICeH) using proxy measures that can be assessed retrospectively. METHODS: Data from the observational ERICH study were used to derive a composite score (SAVED(2)) to predict an unfavorable 90-day...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9992975/ https://www.ncbi.nlm.nih.gov/pubmed/36908622 http://dx.doi.org/10.3389/fneur.2023.1112723 |
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author | Coleman, Craig I. Concha, Mauricio Koch, Bruce Lovelace, Belinda Christoph, Mary J. Cohen, Alexander T. |
author_facet | Coleman, Craig I. Concha, Mauricio Koch, Bruce Lovelace, Belinda Christoph, Mary J. Cohen, Alexander T. |
author_sort | Coleman, Craig I. |
collection | PubMed |
description | OBJECTIVE: To develop a composite score for predicting functional outcome post–intracerebral hemorrhage (ICeH) using proxy measures that can be assessed retrospectively. METHODS: Data from the observational ERICH study were used to derive a composite score (SAVED(2)) to predict an unfavorable 90-day modified Rankin scale (mRS) score. Independent predictors of unfavorable mRS were identified via multivariable logistic regression and assigned score weights based on effect size. Area under the curve (AUC) was used to measure the score's discriminative ability. External validation was performed in the randomized ATACH-2 trial. RESULTS: There were 2,449 patients from ERICH with valid mRS data who survived to hospital discharge. Predictors associated with unfavorable 90-day mRS score and their corresponding point values were: age ≥70 years (odds ratio [OR], 3.8; 1-point); prior stroke (OR, 2.8; 1-point); need for ventilation (OR, 2.7; 1-point); extended hospital stay (OR, 2.7; 1-point); and non-home discharge location (OR, 5.3; 2-points). Incidence of unfavorable 90-day mRS increased with higher SAVED(2) scores (P < 0.001); AUC in ERICH was 0.82 (95% CI, 0.80–0.84). External validation in ATACH-2 (n = 904) found an AUC of 0.74 (95% CI, 0.70–0.77). CONCLUSIONS: Using data collected at hospital discharge, the SAVED(2) score predicted unfavorable mRS in patients with ICeH. |
format | Online Article Text |
id | pubmed-9992975 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99929752023-03-09 Derivation and validation of a composite scoring system (SAVED(2)) for prediction of unfavorable modified Rankin scale score following intracerebral hemorrhage Coleman, Craig I. Concha, Mauricio Koch, Bruce Lovelace, Belinda Christoph, Mary J. Cohen, Alexander T. Front Neurol Neurology OBJECTIVE: To develop a composite score for predicting functional outcome post–intracerebral hemorrhage (ICeH) using proxy measures that can be assessed retrospectively. METHODS: Data from the observational ERICH study were used to derive a composite score (SAVED(2)) to predict an unfavorable 90-day modified Rankin scale (mRS) score. Independent predictors of unfavorable mRS were identified via multivariable logistic regression and assigned score weights based on effect size. Area under the curve (AUC) was used to measure the score's discriminative ability. External validation was performed in the randomized ATACH-2 trial. RESULTS: There were 2,449 patients from ERICH with valid mRS data who survived to hospital discharge. Predictors associated with unfavorable 90-day mRS score and their corresponding point values were: age ≥70 years (odds ratio [OR], 3.8; 1-point); prior stroke (OR, 2.8; 1-point); need for ventilation (OR, 2.7; 1-point); extended hospital stay (OR, 2.7; 1-point); and non-home discharge location (OR, 5.3; 2-points). Incidence of unfavorable 90-day mRS increased with higher SAVED(2) scores (P < 0.001); AUC in ERICH was 0.82 (95% CI, 0.80–0.84). External validation in ATACH-2 (n = 904) found an AUC of 0.74 (95% CI, 0.70–0.77). CONCLUSIONS: Using data collected at hospital discharge, the SAVED(2) score predicted unfavorable mRS in patients with ICeH. Frontiers Media S.A. 2023-02-22 /pmc/articles/PMC9992975/ /pubmed/36908622 http://dx.doi.org/10.3389/fneur.2023.1112723 Text en Copyright © 2023 Coleman, Concha, Koch, Lovelace, Christoph and Cohen. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neurology Coleman, Craig I. Concha, Mauricio Koch, Bruce Lovelace, Belinda Christoph, Mary J. Cohen, Alexander T. Derivation and validation of a composite scoring system (SAVED(2)) for prediction of unfavorable modified Rankin scale score following intracerebral hemorrhage |
title | Derivation and validation of a composite scoring system (SAVED(2)) for prediction of unfavorable modified Rankin scale score following intracerebral hemorrhage |
title_full | Derivation and validation of a composite scoring system (SAVED(2)) for prediction of unfavorable modified Rankin scale score following intracerebral hemorrhage |
title_fullStr | Derivation and validation of a composite scoring system (SAVED(2)) for prediction of unfavorable modified Rankin scale score following intracerebral hemorrhage |
title_full_unstemmed | Derivation and validation of a composite scoring system (SAVED(2)) for prediction of unfavorable modified Rankin scale score following intracerebral hemorrhage |
title_short | Derivation and validation of a composite scoring system (SAVED(2)) for prediction of unfavorable modified Rankin scale score following intracerebral hemorrhage |
title_sort | derivation and validation of a composite scoring system (saved(2)) for prediction of unfavorable modified rankin scale score following intracerebral hemorrhage |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9992975/ https://www.ncbi.nlm.nih.gov/pubmed/36908622 http://dx.doi.org/10.3389/fneur.2023.1112723 |
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