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膀胱神经内分泌癌:CT表现及影像组学特征

Neuroendocrine Carcinoma of the Urinary Bladder: CT Findings and Radiomics Signature.

作者信息

Coppola Andrea, Gatta Tonia, Pini Giacomo Maria, Scordi Giorgia, Fontana Federico, Piacentino Filippo, Minici Roberto, Laganà Domenico, Basile Antonio, Dehò Federico, Carcano Giulio, Franzi Francesca, Uccella Silvia, Sessa Fausto, Venturini Massimo

机构信息

Diagnostic and Interventional Radiology Unit, Circolo Hospital, ASST Sette Laghi, 21100 Varese, Italy.

Department of Medicine and Technological Innovation, Insubria University, 21100 Varese, Italy.

出版信息

J Clin Med. 2023 Oct 13;12(20):6510. doi: 10.3390/jcm12206510.

Abstract

: We present a case series of Neuroendocrine Carcinoma of the Urinary Bladder (NECB) to analyse their radiologic appearance on CT, find a "Radiomic signature", and review the current literature. : 14 CT cases of NECB were reviewed and compared with a control group of 42 patients with high-grade non-neuroendocrine bladder neoplasm for the following parameters: ring enhancement; implantation site; dimensions; density; margins; central necrosis; calcifications; number of lesions; wall thickness; depth of invasion in the soft tissue; invasion of fat tissue; invasion of adjacent organs; lymph-node involvement; abdominal organ metastasis. To extract radiomic features, volumes of interest of bladder lesions were manually delineated on the portal-venous phase. The radiomic features of the two groups were identified and compared. : Statistical differences among NECB and control group were found in the prevalence of male sex (100% vs. 69.0%), hydronephrosis (71.4% vs. 33.3%), mean density of the mass (51.01 ± 15.48 vs. 76.27 ± 22.26 HU); product of the maximum diameters on the axial plane (38.1 ± 59.3 vs. 14.44 ± 12.98 cm2) in the control group, trigonal region involvement (78.57% vs. 19.05%). About the radiomic features, Student's -test showed significant correlation for the variables: "DependenceNonUniformity" (: 0.048), "JointAverage" (: 0.013), "LargeAreaLowGrayLevelEmphasis" (: 0.014), "Maximum2DDiameterColumn" (: 0.04), "Maximum 2DDiameterSlice" (: 0.007), "MeanAbsoluteDeviation" (: 0.021), "BoundingBoxA" (: 0.022) and "CenterOfMassB" (: 0.007). : There is a typical pattern (male patient, large mass, trigonal area involvement) of NECB presentation on contrast-enhanced CT. Certain morphological characteristics and encouraging results about Radiomic features can help define the diagnosis.

摘要

我们展示了一组膀胱神经内分泌癌(NECB)病例系列,以分析其在CT上的影像学表现,找到一种“影像组学特征”,并回顾当前文献。回顾了14例NECB的CT病例,并与42例高级别非神经内分泌膀胱肿瘤患者的对照组在以下参数方面进行比较:环形强化;植入部位;尺寸;密度;边缘;中央坏死;钙化;病变数量;壁厚;软组织浸润深度;脂肪组织浸润;相邻器官浸润;淋巴结受累;腹部器官转移。为提取影像组学特征,在门静脉期手动勾勒膀胱病变的感兴趣区。识别并比较两组的影像组学特征。在NECB组和对照组之间发现了以下统计学差异:男性患病率(100%对69.0%)、肾积水(71.4%对33.3%)、肿块平均密度(51.01±15.48对76.27±22.26HU);对照组轴平面上最大直径的乘积(38.1±59.3对14.44±12.98cm²)、三角区受累情况(78.57%对19.05%)。关于影像组学特征,t检验显示变量“依赖非均匀性”(P=0.048)、“联合平均值”(P=0.013)、“大面积低灰度级强调”(P=0.014)、“最大二维直径列”(P=0.04)、“最大二维直径切片”(P=0.007)、“平均绝对偏差”(P=0.021)、“边界框A”(P=0.022)和“质心B”(P=0.007)有显著相关性。在增强CT上,NECB有典型表现模式(男性患者、大肿块、三角区受累)。某些形态学特征和关于影像组学特征的令人鼓舞的结果有助于明确诊断。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/51a2/10607129/5ee869ea8f15/jcm-12-06510-g001.jpg

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