多发性硬化症患者的脉络丛体积可通过结构性核磁共振成像估算,避免注射造影剂。

IF 3.7 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING European Radiology Experimental Pub Date : 2024-02-27 DOI:10.1186/s41747-024-00421-9
Valentina Visani, Francesca B Pizzini, Valerio Natale, Agnese Tamanti, Mariagiulia Anglani, Alessandra Bertoldo, Massimiliano Calabrese, Marco Castellaro
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引用次数: 0

摘要

我们比较了在非对比度增强(非 CE)序列和参考标准 CE T1 加权(T1w)序列上对前瞻性纳入的 61 例多发性硬化症患者脉络丛(ChP)的手动分割。分别在 T1w、T2-加权(T2w)流体增强反转恢复(FLAIR)和 CE-T1w 序列上对 ChP 进行分割。根据类内相关系数(T1w 0.93,FLAIR 0.93,CE-T1w 0.99),对 10 名受试者进行的评分者间变异性评估显示,不同序列之间具有很高的可重复性。CE-T1w 显示出更高的信噪比和对比度-信噪比(CE-T1w 分别为 23.77 和 18.49,T1w 分别为 13.73 和 7.44,FLAIR 分别为 13.09 和 10.77)。手动分割 ChP 的结果是:T1w 为 3.073 ± 0.563 mL(平均值 ± 标准偏差),FLAIR 为 3.787 ± 0.679 mL,CE-T1w 为 2.984 ± 0.506 mL,FLAIR 的误差为 28.02 ± 19.02%,T1w 为 3.52 ± 12.61%。与 CE-T1w 相比,FLAIR 高估了 ChP 的体积(p < 0.001)。CE-T1w 与 T1w 和 FLAIR 的 Dice 相似系数分别为 0.67 ± 0.05 和 0.68 ± 0.05。在对标准 MNI152 空间进行非线性核心定位后,计算出每张切片的空间误差分布,结果显示沿 ChP,尤其是穹窿和海马附近的空间误差分布不均匀。定量分析表明,T1w 是 CE-T1w 的替代物,可用于估算 ChP 体积。 相关性声明 为了估算 ChP 体积,可以用非 CE T1w 序列代替 CE-T1w,因为误差是可以接受的,而 FLAIR 会高估 ChP 体积。要点 - CE-T1w 序列被认为是 ChP 人工分割的参考标准。 - FLAIR 序列显示出比 T1w 序列更高的 CNR,但高估了 ChP 体积。
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Choroid plexus volume in multiple sclerosis can be estimated on structural MRI avoiding contrast injection.

We compared choroid plexus (ChP) manual segmentation on non-contrast-enhanced (non-CE) sequences and reference standard CE T1- weighted (T1w) sequences in 61 multiple sclerosis patients prospectively included. ChP was separately segmented on T1w, T2-weighted (T2w) fluid-attenuated inversion-recovery (FLAIR), and CE-T1w sequences. Inter-rater variability assessed on 10 subjects showed high reproducibility between sequences measured by intraclass correlation coefficient (T1w 0.93, FLAIR 0.93, CE-T1w 0.99). CE-T1w showed higher signal-to-noise ratio and contrast-to-noise ratio (CE-T1w 23.77 and 18.49, T1w 13.73 and 7.44, FLAIR 13.09 and 10.77, respectively). Manual segmentation of ChP resulted 3.073 ± 0.563 mL (mean ± standard deviation) on T1w, 3.787 ± 0.679 mL on FLAIR, and 2.984 ± 0.506 mL on CE-T1w images, with an error of 28.02 ± 19.02% for FLAIR and 3.52 ± 12.61% for T1w. FLAIR overestimated ChP volume compared to CE-T1w (p < 0.001). The Dice similarity coefficient of CE-T1w versus T1w and FLAIR was 0.67 ± 0.05 and 0.68 ± 0.05, respectively. Spatial error distribution per slice was calculated after nonlinear coregistration to the standard MNI152 space and showed a heterogeneous profile along the ChP especially near the fornix and the hippocampus. Quantitative analyses suggest T1w as a surrogate of CE-T1w to estimate ChP volume.Relevance statement To estimate the ChP volume, CE-T1w can be replaced by non-CE T1w sequences because the error is acceptable, while FLAIR overestimates the ChP volume. This encourages the development of automatic tools for ChP segmentation, also improving the understanding of the role of the ChP volume in multiple sclerosis, promoting longitudinal studies.Key points • CE-T1w sequences are considered the reference standard for ChP manual segmentation.• FLAIR sequences showed a higher CNR than T1w sequences but overestimated the ChP volume.• Non-CE T1w sequences can be a surrogate of CE-T1w sequences for manual segmentation of ChP.

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来源期刊
European Radiology Experimental
European Radiology Experimental Medicine-Radiology, Nuclear Medicine and Imaging
CiteScore
6.70
自引率
2.60%
发文量
56
审稿时长
18 weeks
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