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一种结合扩散峰度成像与常规磁共振成像的新型识别系统,用于评估克罗恩病患者的肠道狭窄。

A novel identification system combining diffusion kurtosis imaging with conventional magnetic resonance imaging to assess intestinal strictures in patients with Crohn's disease.

机构信息

Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan II Road, Guangzhou, 510080, People's Republic of China.

Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan II Road, Guangzhou, 510080, People's Republic of China.

出版信息

Abdom Radiol (NY). 2021 Mar;46(3):936-947. doi: 10.1007/s00261-020-02765-3. Epub 2020 Sep 22.

DOI:10.1007/s00261-020-02765-3
PMID:32964274
Abstract

PURPOSE

To determine the utility of diffusion kurtosis imaging (DKI) for assessing bowel fibrosis and to establish a new magnetic resonance imaging (MRI)-based classification based on DKI and conventional MRI parameters for characterizing intestinal strictures in Crohn's disease (CD) using the histological evaluation of resected intestine samples as the reference standard.

METHODS

Thirty-one patients with CD undergoing preoperative conventional MRI and diffusion-weighted imaging (DWI) (b values = 0-2000 s/mm) were consecutively enrolled. We classified the mural T2-weighted signal intensity and arterial-phase enhancement patterns on conventional MRI. We also measured DWI-derived apparent diffusion coefficients (ADCs) and DKI-derived apparent diffusion for non-Gaussian distribution (D) and apparent diffusional kurtosis (K). A new MRI-based classification was established to characterize intestinal strictures in CD. Its performance was validated in nine additional patients with CD.

RESULTS

Histological inflammation grades were significantly correlated to T2-weighted signal intensity (r = 0.477; P < 0.001) and ADC (r = - 0.226; P = 0.044). Histological fibrosis grades were moderately correlated to K (r = 0.604, P < 0.001); they were also correlated to D (r = - 0.491; P < 0.001) and ADC (r = - 0.270; P = 0.015). T2-weighted signal intensity could differentiate between no-to-mild and moderate-to-severe bowel inflammation (sensitivity, 0.970; specificity, 0.479). K could differentiate between no-to-mild and moderate-to-severe bowel fibrosis (sensitivity, 0.959; specificity, 0.781). The agreement between the new MRI-based classification and the histological classification was moderate in the test (κ = 0.507; P < 0.001) and validation (κ = 0.530; P < 0.001) sets.

CONCLUSIONS

DKI can be used to assess bowel fibrosis. The new MRI-based classification can help to distinguish between fibrotic and inflammatory intestinal strictures in patients with CD.

摘要

目的

确定扩散峰度成像(DKI)在评估肠纤维化中的效用,并建立一种新的基于磁共振成像(MRI)的分类方法,该方法基于 DKI 和常规 MRI 参数,以组织学评估为参考标准,对克罗恩病(CD)的肠狭窄进行特征描述。

方法

连续纳入 31 例接受术前常规 MRI 和弥散加权成像(DWI)(b 值=0-2000 s/mm)的 CD 患者。我们对常规 MRI 上的壁 T2 加权信号强度和动脉期增强模式进行分类。我们还测量了 DWI 衍生的表观扩散系数(ADC)和 DKI 衍生的非高斯分布的表观扩散(D)和表观扩散峰度(K)。建立了一种新的基于 MRI 的分类方法,用于对 CD 患者的肠狭窄进行特征描述。在另外 9 例 CD 患者中验证了该分类方法的性能。

结果

组织学炎症程度与 T2 加权信号强度显著相关(r=0.477;P<0.001)和 ADC(r=-0.226;P=0.044)。组织学纤维化程度与 K 中度相关(r=0.604,P<0.001);与 D(r=-0.491;P<0.001)和 ADC(r=-0.270;P=0.015)也相关。T2 加权信号强度可区分无至轻度和中至重度肠炎症(敏感性为 0.970,特异性为 0.479)。K 可区分无至轻度和中至重度肠纤维化(敏感性为 0.959,特异性为 0.781)。在测试集(κ=0.507;P<0.001)和验证集(κ=0.530;P<0.001)中,新的基于 MRI 的分类与组织学分类之间的一致性为中度。

结论

DKI 可用于评估肠纤维化。新的基于 MRI 的分类方法有助于区分 CD 患者的纤维化和炎症性肠狭窄。

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