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Hyperglycemia, Ischemic Lesions, and Functional Outcomes After Intracerebral Hemorrhage
BACKGROUND: Ischemic lesions observed on diffusion‐weighted imaging (DWI) magnetic resonance imaging are associated with poor outcomes after intracerebral hemorrhage (ICH). We evaluated the association between hyperglycemia, ischemic lesions, and functional outcomes after ICH. METHODS AND RESULTS: T...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10356065/ https://www.ncbi.nlm.nih.gov/pubmed/37345809 http://dx.doi.org/10.1161/JAHA.122.028632 |
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author | Lusk, Jay B. Covington, Anna Liu, Li Weikel, Daniel P. Li, Yi‐Ju Sekar, Padmini Demel, Stacie L. Aziz, Yasmin N. Kidwell, Chelsea S. Woo, Daniel James, Michael L. |
author_facet | Lusk, Jay B. Covington, Anna Liu, Li Weikel, Daniel P. Li, Yi‐Ju Sekar, Padmini Demel, Stacie L. Aziz, Yasmin N. Kidwell, Chelsea S. Woo, Daniel James, Michael L. |
author_sort | Lusk, Jay B. |
collection | PubMed |
description | BACKGROUND: Ischemic lesions observed on diffusion‐weighted imaging (DWI) magnetic resonance imaging are associated with poor outcomes after intracerebral hemorrhage (ICH). We evaluated the association between hyperglycemia, ischemic lesions, and functional outcomes after ICH. METHODS AND RESULTS: This was a retrospective observational analysis of 1167 patients who received magnetic resonance imaging in the ERICH (Ethnic and Racial Variations in Intracerebral Hemorrhage) study. A machine learning strategy using the elastic net regularization and selection procedure was used to perform automated variable selection to identify final multivariable logistic regression models. Sensitivity analyses with alternative model development strategies were performed, and predictive performance was compared. After covariate adjustment, white matter hyperintensity score, leukocyte count on admission, and non‐Hispanic Black race (compared with non‐Hispanic White race) were associated with the presence of DWI lesions. History of ICH and ischemic stroke, presence of DWI lesions, deep ICH location (versus lobar), ICH volume, age, lower Glasgow Coma Score on admission, and medical history of diabetes were associated with poor 6‐month modified Rankin Scale outcome (4–6) after covariate adjustment. Inclusion of interactions between race and ethnicity and variables included in the final multivariable model for functional outcome improved model performance; a significant interaction between race and ethnicity and medical history of diabetes and serum blood glucose on admission was observed. CONCLUSIONS: No measure of hyperglycemia or diabetes was associated with presence of DWI lesions. However, both medical history of diabetes and presence of DWI lesions were independently associated with poor functional outcomes after ICH. |
format | Online Article Text |
id | pubmed-10356065 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-103560652023-07-20 Hyperglycemia, Ischemic Lesions, and Functional Outcomes After Intracerebral Hemorrhage Lusk, Jay B. Covington, Anna Liu, Li Weikel, Daniel P. Li, Yi‐Ju Sekar, Padmini Demel, Stacie L. Aziz, Yasmin N. Kidwell, Chelsea S. Woo, Daniel James, Michael L. J Am Heart Assoc Original Research BACKGROUND: Ischemic lesions observed on diffusion‐weighted imaging (DWI) magnetic resonance imaging are associated with poor outcomes after intracerebral hemorrhage (ICH). We evaluated the association between hyperglycemia, ischemic lesions, and functional outcomes after ICH. METHODS AND RESULTS: This was a retrospective observational analysis of 1167 patients who received magnetic resonance imaging in the ERICH (Ethnic and Racial Variations in Intracerebral Hemorrhage) study. A machine learning strategy using the elastic net regularization and selection procedure was used to perform automated variable selection to identify final multivariable logistic regression models. Sensitivity analyses with alternative model development strategies were performed, and predictive performance was compared. After covariate adjustment, white matter hyperintensity score, leukocyte count on admission, and non‐Hispanic Black race (compared with non‐Hispanic White race) were associated with the presence of DWI lesions. History of ICH and ischemic stroke, presence of DWI lesions, deep ICH location (versus lobar), ICH volume, age, lower Glasgow Coma Score on admission, and medical history of diabetes were associated with poor 6‐month modified Rankin Scale outcome (4–6) after covariate adjustment. Inclusion of interactions between race and ethnicity and variables included in the final multivariable model for functional outcome improved model performance; a significant interaction between race and ethnicity and medical history of diabetes and serum blood glucose on admission was observed. CONCLUSIONS: No measure of hyperglycemia or diabetes was associated with presence of DWI lesions. However, both medical history of diabetes and presence of DWI lesions were independently associated with poor functional outcomes after ICH. John Wiley and Sons Inc. 2023-06-22 /pmc/articles/PMC10356065/ /pubmed/37345809 http://dx.doi.org/10.1161/JAHA.122.028632 Text en © 2023 The Authors. Published on behalf of the American Heart Association, Inc., by Wiley. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Research Lusk, Jay B. Covington, Anna Liu, Li Weikel, Daniel P. Li, Yi‐Ju Sekar, Padmini Demel, Stacie L. Aziz, Yasmin N. Kidwell, Chelsea S. Woo, Daniel James, Michael L. Hyperglycemia, Ischemic Lesions, and Functional Outcomes After Intracerebral Hemorrhage |
title | Hyperglycemia, Ischemic Lesions, and Functional Outcomes After Intracerebral Hemorrhage |
title_full | Hyperglycemia, Ischemic Lesions, and Functional Outcomes After Intracerebral Hemorrhage |
title_fullStr | Hyperglycemia, Ischemic Lesions, and Functional Outcomes After Intracerebral Hemorrhage |
title_full_unstemmed | Hyperglycemia, Ischemic Lesions, and Functional Outcomes After Intracerebral Hemorrhage |
title_short | Hyperglycemia, Ischemic Lesions, and Functional Outcomes After Intracerebral Hemorrhage |
title_sort | hyperglycemia, ischemic lesions, and functional outcomes after intracerebral hemorrhage |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10356065/ https://www.ncbi.nlm.nih.gov/pubmed/37345809 http://dx.doi.org/10.1161/JAHA.122.028632 |
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