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通过离体钆增强磁共振成像及组织病理学相关性对年龄相关大鼠模型中心肌纤维化进行定量评估。

Quantitative assessment of myocardial fibrosis in an age-related rat model by ex vivo late gadolinium enhancement magnetic resonance imaging with histopathological correlation.

作者信息

Beliveau Pascale, Cheriet Farida, Anderson Stasia A, Taylor Joni L, Arai Andrew E, Hsu Li-Yueh

机构信息

National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA; Institute of Biomedical Engineering, Ecole Polytechnique of Montreal, Montreal, Canada.

Institute of Biomedical Engineering, Ecole Polytechnique of Montreal, Montreal, Canada.

出版信息

Comput Biol Med. 2015 Oct 1;65:103-13. doi: 10.1016/j.compbiomed.2015.07.027. Epub 2015 Aug 8.

Abstract

Late gadolinium enhanced (LGE) cardiac magnetic resonance (CMR) imaging can detect the presence of myocardial infarction from ischemic cardiomyopathies (ICM). However, it is more challenging to detect diffuse myocardial fibrosis from non-ischemic cardiomyopathy (NICM) with this technique due to more subtle and heterogeneous enhancement of the myocardium. This study investigates whether high-resolution LGE CMR can detect age-related myocardial fibrosis using quantitative texture analysis with histological validation. LGE CMR of twenty-four rat hearts (twelve 6-week-old and twelve 2-year-old) was performed using a 7T MRI scanner. Picrosirius red was used as the histopathology reference for collagen staining. Fibrosis in the myocardium was quantified with standard deviation (SD) threshold methods from the LGE CMR images and 3D contrast texture maps that were computed from gray level co-occurrence matrix of the CMR images. There was a significant increase of collagen fibers in the aged compared to the young rat histology slices (2.60±0.27 %LV vs. 1.24±0.29 %LV, p<0.01). Both LGE CMR and texture images showed a significant increase of myocardial fibrosis in the elderly compared to the young rats. Fibrosis in the LGE CMR images correlated strongly with histology with the 3 SD threshold (r=0.84, y=0.99x+0.00). Similarly, fibrosis in the contrast texture maps correlated with the histology using the 4 SD threshold (r=0.89, y=1.01x+0.00). High resolution ex-vivo LGE CMR can detect the presence of diffuse fibrosis that naturally developed in elderly rat hearts. Our results suggest that texture analysis may improve the assessment of myocardial fibrosis in LGE CMR images.

摘要

延迟钆增强(LGE)心脏磁共振成像(CMR)能够检测出缺血性心肌病(ICM)所致心肌梗死的存在。然而,对于非缺血性心肌病(NICM),由于心肌强化更为细微且不均一,利用该技术检测弥漫性心肌纤维化更具挑战性。本研究通过组织学验证的定量纹理分析,探讨高分辨率LGE CMR能否检测与年龄相关的心肌纤维化。使用7T MRI扫描仪对24只大鼠心脏(12只6周龄和12只2岁龄)进行LGE CMR检查。使用天狼星红作为胶原染色的组织病理学参考。通过LGE CMR图像的标准差(SD)阈值法以及从CMR图像灰度共生矩阵计算得到的三维对比纹理图,对心肌纤维化进行定量分析。与年轻大鼠组织学切片相比,老年大鼠胶原纤维显著增加(左心室2.60±0.27% vs. 1.24±0.29%,p<0.01)。与年轻大鼠相比,LGE CMR和纹理图像均显示老年大鼠心肌纤维化显著增加。LGE CMR图像中的纤维化与组织学在3 SD阈值下相关性很强(r=0.84,y=0.99x+0.00)。同样,对比纹理图中的纤维化与组织学在4 SD阈值下相关(r=0.89,y=1.01x+0.00)。高分辨率离体LGE CMR能够检测老年大鼠心脏中自然发生的弥漫性纤维化。我们的结果表明,纹理分析可能会改善LGE CMR图像中心肌纤维化的评估。

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