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Mediation effects of mean Hounsfield unit on relationship between hemoglobin and expansion of intracerebral hemorrhage
Low hemoglobin levels are known to be associated with hematoma expansion (HE) and poor functional outcome in patients with intracerebral hemorrhage (ICH). However, it is not yet known whether low hemoglobin itself causes HE directly or is merely a confounder. Thus, we investigated the mediation effe...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8390671/ https://www.ncbi.nlm.nih.gov/pubmed/34446807 http://dx.doi.org/10.1038/s41598-021-96790-x |
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author | Kim, Yong Soo Jeong, Han-Gil Chae, Hee-Yun Kim, Beom Joon Kang, Jihoon Kim, Jun Yup Kim, Tackeun Bang, Jae Seung Bae, Hee-Joon Oh, Chang Wan Han, Moon-Ku |
author_facet | Kim, Yong Soo Jeong, Han-Gil Chae, Hee-Yun Kim, Beom Joon Kang, Jihoon Kim, Jun Yup Kim, Tackeun Bang, Jae Seung Bae, Hee-Joon Oh, Chang Wan Han, Moon-Ku |
author_sort | Kim, Yong Soo |
collection | PubMed |
description | Low hemoglobin levels are known to be associated with hematoma expansion (HE) and poor functional outcome in patients with intracerebral hemorrhage (ICH). However, it is not yet known whether low hemoglobin itself causes HE directly or is merely a confounder. Thus, we investigated the mediation effect of the mean Hounsfield unit (HU) of hematoma on the relationship between low hemoglobin and expansion of ICH. Overall, 232 consecutive patients with ICH who underwent non-contrast computed tomography (NCCT) within 12 h since onset were included. The mean HU and hematoma volume on NCCT were investigated using semi-automated planimetry. HE was defined as an increase in hematoma volume > 33% or 6 mL. The respective associations among the hemoglobin level, mean HU, and HE were analyzed using multivariable regression analysis, adjusting for age, sex, and known HE predictors. Mediation analysis was performed to examine the potential causal association among the three. HE occurred in 34.5% of patients; hemoglobin levels were inversely associated with HE occurrence (adjusted odds ratio, 0.90; p = 0.03). The mean HU of the hematoma was lower in patients with HE than in patients without HE (58.5 ± 3.3 vs. 56.8 ± 3.0; p < 0.01). Hemoglobin levels on admission were linearly related to the mean HU (adjusted β, 0.33; p < 0.01) after adjusting for known HE predictors (time from onset to CT, antithrombotic use, hematoma volume). Causal mediation analysis showed a significant mediation effect of the mean HU on the association between hemoglobin levels and HE (p = 0.04). The proportion of indirect effect through the mean HU among the total effect was 19% (p = 0.05). The mediation effect became nonsignificant in the when the multivariable model was adjusted with additional covariates (baseline systolic blood pressure and hematoma location). The mean HU of the hematoma mediated the association between hemoglobin levels and HE occurrence. Therefore, the mean HU of the hematoma may be a potential marker of impaired hemostasis in patients with ICH. |
format | Online Article Text |
id | pubmed-8390671 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-83906712021-09-01 Mediation effects of mean Hounsfield unit on relationship between hemoglobin and expansion of intracerebral hemorrhage Kim, Yong Soo Jeong, Han-Gil Chae, Hee-Yun Kim, Beom Joon Kang, Jihoon Kim, Jun Yup Kim, Tackeun Bang, Jae Seung Bae, Hee-Joon Oh, Chang Wan Han, Moon-Ku Sci Rep Article Low hemoglobin levels are known to be associated with hematoma expansion (HE) and poor functional outcome in patients with intracerebral hemorrhage (ICH). However, it is not yet known whether low hemoglobin itself causes HE directly or is merely a confounder. Thus, we investigated the mediation effect of the mean Hounsfield unit (HU) of hematoma on the relationship between low hemoglobin and expansion of ICH. Overall, 232 consecutive patients with ICH who underwent non-contrast computed tomography (NCCT) within 12 h since onset were included. The mean HU and hematoma volume on NCCT were investigated using semi-automated planimetry. HE was defined as an increase in hematoma volume > 33% or 6 mL. The respective associations among the hemoglobin level, mean HU, and HE were analyzed using multivariable regression analysis, adjusting for age, sex, and known HE predictors. Mediation analysis was performed to examine the potential causal association among the three. HE occurred in 34.5% of patients; hemoglobin levels were inversely associated with HE occurrence (adjusted odds ratio, 0.90; p = 0.03). The mean HU of the hematoma was lower in patients with HE than in patients without HE (58.5 ± 3.3 vs. 56.8 ± 3.0; p < 0.01). Hemoglobin levels on admission were linearly related to the mean HU (adjusted β, 0.33; p < 0.01) after adjusting for known HE predictors (time from onset to CT, antithrombotic use, hematoma volume). Causal mediation analysis showed a significant mediation effect of the mean HU on the association between hemoglobin levels and HE (p = 0.04). The proportion of indirect effect through the mean HU among the total effect was 19% (p = 0.05). The mediation effect became nonsignificant in the when the multivariable model was adjusted with additional covariates (baseline systolic blood pressure and hematoma location). The mean HU of the hematoma mediated the association between hemoglobin levels and HE occurrence. Therefore, the mean HU of the hematoma may be a potential marker of impaired hemostasis in patients with ICH. Nature Publishing Group UK 2021-08-26 /pmc/articles/PMC8390671/ /pubmed/34446807 http://dx.doi.org/10.1038/s41598-021-96790-x Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Kim, Yong Soo Jeong, Han-Gil Chae, Hee-Yun Kim, Beom Joon Kang, Jihoon Kim, Jun Yup Kim, Tackeun Bang, Jae Seung Bae, Hee-Joon Oh, Chang Wan Han, Moon-Ku Mediation effects of mean Hounsfield unit on relationship between hemoglobin and expansion of intracerebral hemorrhage |
title | Mediation effects of mean Hounsfield unit on relationship between hemoglobin and expansion of intracerebral hemorrhage |
title_full | Mediation effects of mean Hounsfield unit on relationship between hemoglobin and expansion of intracerebral hemorrhage |
title_fullStr | Mediation effects of mean Hounsfield unit on relationship between hemoglobin and expansion of intracerebral hemorrhage |
title_full_unstemmed | Mediation effects of mean Hounsfield unit on relationship between hemoglobin and expansion of intracerebral hemorrhage |
title_short | Mediation effects of mean Hounsfield unit on relationship between hemoglobin and expansion of intracerebral hemorrhage |
title_sort | mediation effects of mean hounsfield unit on relationship between hemoglobin and expansion of intracerebral hemorrhage |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8390671/ https://www.ncbi.nlm.nih.gov/pubmed/34446807 http://dx.doi.org/10.1038/s41598-021-96790-x |
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