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从 CTA 量化主动脉瓣纤维性和钙化组织:与组织学的前瞻性比较。

Quantification of Aortic Valve Fibrotic and Calcific Tissue from CTA: Prospective Comparison with Histology.

机构信息

From the First Department of Cardiology (K.G., J. Kochman, Z.H.) and Department of Pathology (A.C., B.G.), Medical University of Warsaw, Warsaw, Poland; Departments of Biomedical Sciences and Medicine, Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, 116 N Robertson Blvd, Suite 400, Los Angeles, CA 90048 (K.G., J.G., P.J.S., D.D.); Department of Cardiac Surgery and Transplantology, Poznan University of Medical Sciences, Poznan, Poland (A.O.W., T.U., B.P., M.J.); Department of Interventional Cardiology and Angiology, Institute of Cardiology, Warsaw, Poland (J. Kwieciński); Department of Cardiology, Centrum voor Hart- en Vaatziekten, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels, Belgium (J.G.); Department of Cardiology, Banner University Medical Center, Indianapolis, Ind (B.K.T.); Department of Cardiac Surgery (R.G.) and Division of Cardiology and Structural Heart Diseases (J.N.S., W.W.), Medical University of Silesia, Katowice, Poland; and Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, Calif (H.J., R.R.M.).

出版信息

Radiology. 2024 Aug;312(2):e240229. doi: 10.1148/radiol.240229.

Abstract

Background Quantifying the fibrotic and calcific composition of the aortic valve at CT angiography (CTA) can be useful for assessing disease severity and outcomes of patients with aortic stenosis (AS); however, it has not yet been validated against quantitative histologic findings. Purpose To compare quantification of aortic valve fibrotic and calcific tissue composition at CTA versus histologic examination. Materials and Methods This prospective study included patients who underwent CTA before either surgical aortic valve replacement for AS or orthotopic heart transplant (controls) at two centers between January 2022 and April 2023. At CTA, fibrotic and calcific tissue composition were quantified using automated Gaussian mixture modeling applied to the density of aortic valve tissue components, calculated as [(volume/total tissue volume) × 100]. For histologic evaluation, explanted valve cusps were stained with Movat pentachrome as well as hematoxylin and eosin. For each cusp, three 5-µm slices were obtained. Fibrotic and calcific tissue composition were quantified using a validated artificial intelligence tool and averaged across the aortic valve. Correlations were assessed using the Spearman rank correlation coefficient. Intermodality and interobserver variability were measured using the intraclass correlation coefficient (ICC) and Bland-Altman plots. Results Twenty-nine participants (mean age, 63 years ± 10 [SD]; 23 male) were evaluated: 19 with severe AS, five with moderate AS, and five controls. Fibrocalcific tissue composition strongly correlated with histologic findings ( = 0.92; < .001). The agreement between CTA and histologic findings for fibrocalcific tissue quantification was excellent (ICC, 0.94; = .001), with underestimation of fibrotic composition at CTA (bias, -4.9%; 95% limits of agreement [LoA]: -18.5%, 8.7%). Finally, there was excellent interobserver repeatability for fibrotic (ICC, 0.99) and calcific (ICC, 0.99) aortic valve tissue volume measurements, with no evidence of a difference in measurements between readers (bias, -0.04 cm [95% LoA: -0.27 cm, 0.19 cm] and 0.02 cm [95% LoA: -0.14 cm, 0.19 cm], respectively). Conclusion In a direct comparison, standardized quantitative aortic valve tissue characterization at CTA showed excellent concordance with histologic findings and demonstrated interobserver reproducibility. Clinical trial registration no. NCT06136689 Published under a CC BY 4.0 license. See also the editorial by Almeida in this issue.

摘要

背景 在 CT 血管造影 (CTA) 上量化主动脉瓣的纤维化和钙化成分对于评估主动脉瓣狭窄 (AS) 患者的疾病严重程度和结局可能很有用;然而,它尚未经过定量组织学发现的验证。目的 比较 CTA 与组织学检查对主动脉瓣纤维化和钙化组织成分的定量评估。材料与方法 本前瞻性研究纳入了 2022 年 1 月至 2023 年 4 月期间在两个中心接受 CTA 检查后接受手术主动脉瓣置换术或原位心脏移植(对照组)的 AS 患者。在 CTA 检查中,使用自动高斯混合模型对主动脉瓣组织成分的密度进行量化,以计算纤维化和钙化组织成分,方法为 [(体积/总组织体积)×100]。对于组织学评估,使用 Movat 五重染色以及苏木精和伊红对离体瓣叶进行染色。每个瓣叶获得三个 5μm 的切片。使用经过验证的人工智能工具对纤维化和钙化组织成分进行量化,并在整个主动脉瓣上进行平均。使用 Spearman 秩相关系数评估相关性。使用组内相关系数 (ICC) 和 Bland-Altman 图评估模态间和观察者间变异性。结果 共评估了 29 名参与者(平均年龄,63 岁±10[标准差];23 名男性):19 名严重 AS 患者,5 名中度 AS 患者和 5 名对照组患者。纤维化钙化组织成分与组织学发现具有很强的相关性( = 0.92; <.001)。CTA 与组织学发现之间对纤维化钙化组织定量的一致性非常好(ICC,0.94; <.001),CTA 对纤维化成分的估计值较低(偏差,-4.9%;95% 置信区间 [LoA]:-18.5%,8.7%)。最后,纤维化(ICC,0.99)和钙化(ICC,0.99)主动脉瓣组织体积测量的观察者间重复性非常好,并且没有证据表明观察者之间的测量存在差异(偏差,-0.04cm[95%LoA:-0.27cm,0.19cm]和 0.02cm[95%LoA:-0.14cm,0.19cm])。结论 在直接比较中,CTA 上标准化的定量主动脉瓣组织特征与组织学发现具有极好的一致性,并显示出观察者间的可重复性。临床试验注册号 NCT06136689 在美国医师协会期刊上发表的文章。 请参阅本期 Almeida 的社论。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dfb4/11366676/4c01ff9b28c5/radiol.240229.VA.jpg

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