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磁共振成像纹理分析鉴别造釉细胞瘤与牙源性角化囊肿。

Magnetic resonance imaging texture analysis to differentiate ameloblastoma from odontogenic keratocyst.

机构信息

Department of Stomatology, Division of General Pathology, School of Dentistry, University of São Paulo (USP), São Paulo, SP, Brazil.

Postgraduate Program in Dentistry, Cruzeiro Do Sul University (UNICSUL), São Paulo, SP, Brazil.

出版信息

Sci Rep. 2022 Nov 21;12(1):20047. doi: 10.1038/s41598-022-20802-7.

Abstract

The differentiation between ameloblastoma (AB) and odontogenic keratocyst (OKC) is essential for the formulation of the surgical plan, especially considering the biological behavior of these two pathological entities. Therefore, developing means to increase the accuracy of the diagnostic process is extremely important for a safe treatment. The aim of this study was to use magnetic resonance imaging (MRI) based on texture analysis (TA) as an aid in differentiating AB from OKC. This study comprised 18 patients; eight patients with AB and ten with OKC. All diagnoses were determined through incisional biopsy and later through histological examination of the surgical specimen. MRI was performed using a 3 T scanner with a neurovascular coil according to a specific protocol. All images were exported to segmentation software in which the volume of interest (VOI) was determined by a radiologist, who was blind to the histopathological results. Next, the textural parameters were computed by using the MATLAB software. Spearman's correlation coefficient was used to assess the correlation between texture parameters and the selected variables. Differences in TA parameters were compared between AB and OKC by using the Mann-Whitney test. Mann-Whitney test showed a statistically significant difference between AB and OKC for the parameters entropy (P = 0.033) and sum average (P = 0.033). MRI texture analysis has the potential to discriminate between AB and OKC as a noninvasive method. MRI texture analysis can be an additional tool to differentiate ameloblastoma from odontogenic keratocyst.

摘要

成釉细胞瘤(AB)和牙源性角化囊性瘤(OKC)的鉴别对于制定手术计划至关重要,尤其是考虑到这两种病理实体的生物学行为。因此,开发提高诊断过程准确性的方法对于安全治疗非常重要。本研究旨在使用基于纹理分析(TA)的磁共振成像(MRI)作为辅助手段来区分 AB 和 OKC。该研究纳入了 18 名患者;8 例 AB 患者和 10 例 OKC 患者。所有诊断均通过切开活检确定,然后通过手术标本的组织学检查确定。MRI 采用 3T 扫描仪和神经血管线圈按照特定协议进行。所有图像均导出到分割软件中,由放射科医生在该软件中确定感兴趣区域(VOI),放射科医生对组织病理学结果一无所知。然后,使用 MATLAB 软件计算纹理参数。Spearman 相关系数用于评估纹理参数与所选变量之间的相关性。使用 Mann-Whitney 检验比较 AB 和 OKC 之间的 TA 参数差异。Mann-Whitney 检验显示 AB 和 OKC 之间的熵(P=0.033)和总和平均值(P=0.033)参数存在统计学显著差异。MRI 纹理分析有可能作为一种非侵入性方法来区分 AB 和 OKC。MRI 纹理分析可以作为区分成釉细胞瘤和牙源性角化囊性瘤的一种额外工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4672/9681845/cd086e563615/41598_2022_20802_Fig1_HTML.jpg

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