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Changes in carotid artery texture by ultrasound and elastin features in a murine model

OBJECTIVE: In humans, arterial grayscale ultrasound texture features independently predict adverse cardiovascular disease (CVD) events and change with medical interventions. We performed this study to examine how grayscale ultrasound texture features and elastin fibers change in plaque-free segments...

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Autores principales: Mitchell, Carol, Al Mukaddim, Rashid, Liu, Yuming, Graham, Melissa, Eickhoff, Jens C., Weichmann, Ashley M., Tattersall, Matthew C., Korcarz, Claudia E., Stein, James H., Varghese, Tomy, Eliceiri, Kevin W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10407807/
https://www.ncbi.nlm.nih.gov/pubmed/37560112
http://dx.doi.org/10.3389/fcvm.2023.1215449
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author Mitchell, Carol
Al Mukaddim, Rashid
Liu, Yuming
Graham, Melissa
Eickhoff, Jens C.
Weichmann, Ashley M.
Tattersall, Matthew C.
Korcarz, Claudia E.
Stein, James H.
Varghese, Tomy
Eliceiri, Kevin W.
author_facet Mitchell, Carol
Al Mukaddim, Rashid
Liu, Yuming
Graham, Melissa
Eickhoff, Jens C.
Weichmann, Ashley M.
Tattersall, Matthew C.
Korcarz, Claudia E.
Stein, James H.
Varghese, Tomy
Eliceiri, Kevin W.
author_sort Mitchell, Carol
collection PubMed
description OBJECTIVE: In humans, arterial grayscale ultrasound texture features independently predict adverse cardiovascular disease (CVD) events and change with medical interventions. We performed this study to examine how grayscale ultrasound texture features and elastin fibers change in plaque-free segments of the arterial wall in a murine model prone to atherosclerosis. METHODS: A total of 10 Apoe(tm1Unc/J) mice (n = 5 male, n = 5 female) were imaged at 6, 16, and 24 weeks of age. Two mice were euthanized at 6 and 16 weeks and the remaining mice at 24 weeks. Texture features were extracted from the ultrasound images of the distal 1.0 mm of the common carotid artery wall, and elastin measures were extracted from histology images. Two-way analysis of variance was used to evaluate associations between week, sex, and grayscale texture features. Texture feature and elastin number comparisons between weeks were conducted using the sex-by-week two-way interaction contrasts. Sex-specific correlations between the number of elastin fibers and grayscale texture features were analyzed by conducting non-parametric Spearman's rank correlation analyses. RESULTS: Arterial wall homogeneity changed significantly in male mice from 6 to 24 weeks, with a mean (SD) of 0.14 (0.03) units at 6 weeks and 0.18 (0.03) units at 24 weeks (p = 0.026). Spatial gray level dependence matrices-homogeneity (SGLD-HOM) also correlated with carotid artery plaque score (r(s) = 0.707, p = 0.033). Elastin fibers in the region of interest decreased from 6 to 24 weeks for both male and female mice, although only significantly in male mice. The mean (SD) number of elastin fibers for male mice was 5.32 (1.50) at 6 weeks and 3.59 (0.38) at 24 weeks (p = 0.023). For female mice, the mean (SD) number of elastin fibers was 3.98 (0.38) at 6 weeks and 3.46 (0.19) at 24 weeks (p = 0.051). CONCLUSION: Grayscale ultrasound texture features that are associated with increased risk for CVD events in humans were used in a murine model, and the grayscale texture feature SGLD-HOM was shown to change in male mice from 6 weeks to 24 weeks. Structural alterations of the arterial wall (change in elastin fiber number) were observed during this time and may differ by sex.
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spelling pubmed-104078072023-08-09 Changes in carotid artery texture by ultrasound and elastin features in a murine model Mitchell, Carol Al Mukaddim, Rashid Liu, Yuming Graham, Melissa Eickhoff, Jens C. Weichmann, Ashley M. Tattersall, Matthew C. Korcarz, Claudia E. Stein, James H. Varghese, Tomy Eliceiri, Kevin W. Front Cardiovasc Med Cardiovascular Medicine OBJECTIVE: In humans, arterial grayscale ultrasound texture features independently predict adverse cardiovascular disease (CVD) events and change with medical interventions. We performed this study to examine how grayscale ultrasound texture features and elastin fibers change in plaque-free segments of the arterial wall in a murine model prone to atherosclerosis. METHODS: A total of 10 Apoe(tm1Unc/J) mice (n = 5 male, n = 5 female) were imaged at 6, 16, and 24 weeks of age. Two mice were euthanized at 6 and 16 weeks and the remaining mice at 24 weeks. Texture features were extracted from the ultrasound images of the distal 1.0 mm of the common carotid artery wall, and elastin measures were extracted from histology images. Two-way analysis of variance was used to evaluate associations between week, sex, and grayscale texture features. Texture feature and elastin number comparisons between weeks were conducted using the sex-by-week two-way interaction contrasts. Sex-specific correlations between the number of elastin fibers and grayscale texture features were analyzed by conducting non-parametric Spearman's rank correlation analyses. RESULTS: Arterial wall homogeneity changed significantly in male mice from 6 to 24 weeks, with a mean (SD) of 0.14 (0.03) units at 6 weeks and 0.18 (0.03) units at 24 weeks (p = 0.026). Spatial gray level dependence matrices-homogeneity (SGLD-HOM) also correlated with carotid artery plaque score (r(s) = 0.707, p = 0.033). Elastin fibers in the region of interest decreased from 6 to 24 weeks for both male and female mice, although only significantly in male mice. The mean (SD) number of elastin fibers for male mice was 5.32 (1.50) at 6 weeks and 3.59 (0.38) at 24 weeks (p = 0.023). For female mice, the mean (SD) number of elastin fibers was 3.98 (0.38) at 6 weeks and 3.46 (0.19) at 24 weeks (p = 0.051). CONCLUSION: Grayscale ultrasound texture features that are associated with increased risk for CVD events in humans were used in a murine model, and the grayscale texture feature SGLD-HOM was shown to change in male mice from 6 weeks to 24 weeks. Structural alterations of the arterial wall (change in elastin fiber number) were observed during this time and may differ by sex. Frontiers Media S.A. 2023-07-25 /pmc/articles/PMC10407807/ /pubmed/37560112 http://dx.doi.org/10.3389/fcvm.2023.1215449 Text en © 2023 Mitchell, Al Mukaddim, Liu, Graham, Eickhoff, Weichmann, Tattersall, Korcarz, Stein, Varghese and Eliceiri. 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) (https://creativecommons.org/licenses/by/4.0/) . 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 Cardiovascular Medicine
Mitchell, Carol
Al Mukaddim, Rashid
Liu, Yuming
Graham, Melissa
Eickhoff, Jens C.
Weichmann, Ashley M.
Tattersall, Matthew C.
Korcarz, Claudia E.
Stein, James H.
Varghese, Tomy
Eliceiri, Kevin W.
Changes in carotid artery texture by ultrasound and elastin features in a murine model
title Changes in carotid artery texture by ultrasound and elastin features in a murine model
title_full Changes in carotid artery texture by ultrasound and elastin features in a murine model
title_fullStr Changes in carotid artery texture by ultrasound and elastin features in a murine model
title_full_unstemmed Changes in carotid artery texture by ultrasound and elastin features in a murine model
title_short Changes in carotid artery texture by ultrasound and elastin features in a murine model
title_sort changes in carotid artery texture by ultrasound and elastin features in a murine model
topic Cardiovascular Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10407807/
https://www.ncbi.nlm.nih.gov/pubmed/37560112
http://dx.doi.org/10.3389/fcvm.2023.1215449
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