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
Department of Medicine, University of Wisconsin-Madison, Madison, WI, United States.
Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, United States.
Front Cardiovasc Med. 2023 Jul 25;10:1215449. doi: 10.3389/fcvm.2023.1215449. eCollection 2023.
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.
A total of 10 Apoe mice ( = 5 male, = 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.
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 ( = 0.026). Spatial gray level dependence matrices-homogeneity (SGLD-HOM) also correlated with carotid artery plaque score ( = 0.707, = 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 ( = 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 ( = 0.051).
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.
在人类中,动脉灰度超声纹理特征可独立预测不良心血管疾病(CVD)事件,并会随医学干预而改变。我们开展本研究以检测在易患动脉粥样硬化的小鼠模型中,动脉壁无斑块节段的灰度超声纹理特征和弹性纤维如何变化。
总共10只载脂蛋白E基因敲除(Apoe)小鼠(5只雄性,5只雌性)在6周、16周和24周龄时进行成像。在6周和16周时对2只小鼠实施安乐死,其余小鼠在24周时安乐死。从颈总动脉壁远端1.0毫米的超声图像中提取纹理特征,并从组织学图像中提取弹性蛋白测量值。采用双向方差分析来评估周龄、性别与灰度纹理特征之间的关联。使用性别×周龄的双向交互对比进行不同周龄之间的纹理特征和弹性蛋白数量比较。通过进行非参数斯皮尔曼等级相关分析来分析弹性纤维数量与灰度纹理特征之间的性别特异性相关性。
雄性小鼠动脉壁的均匀性在6周至24周之间有显著变化,6周时平均(标准差)为0.14(0.03)单位,24周时为0.18(0.03)单位(P = 0.026)。空间灰度级依赖矩阵均匀性(SGLD - HOM)也与颈动脉斑块评分相关(r = 0.707,P = 0.033)。雄性和雌性小鼠感兴趣区域的弹性纤维在6周至24周期间均减少,不过仅雄性小鼠的减少具有显著性。雄性小鼠弹性纤维的平均(标准差)数量在6周时为5.32(1.50),24周时为3.59(0.38)(P = 0.023)。雌性小鼠弹性纤维的平均(标准差)数量在6周时为3.98(0.38),24周时为3.46(0.19)(P = 0.051)。
在小鼠模型中使用了与人类CVD事件风险增加相关的灰度超声纹理特征,并且灰度纹理特征SGLD - HOM在雄性小鼠中显示从6周龄到24周龄发生了变化。在此期间观察到动脉壁的结构改变(弹性纤维数量变化),且可能存在性别差异。