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肝门部胆管癌的 CT 纹理分析——与肿瘤分级、肿瘤标志物和临床结局的相关性。

CT Texture Analysis of Perihilar Cholangiocarcinoma-Associations With Tumor Grading, Tumor Markers and Clinical Outcome.

机构信息

Department of Diagnostic and Interventional Radiology, University of Leipzig Medical Center, Leipzig, Germany.

Department of Surgery, University of Leipzig Medical Center, Leipzig, Germany.

出版信息

Cancer Rep (Hoboken). 2024 Sep;7(9):e2132. doi: 10.1002/cnr2.2132.

Abstract

BACKGROUND

Texture analysis derived from computed tomography (CT) may provide clinically relevant imaging biomarkers associated with tumor histopathology. Perihilar cholangiocarcinoma is a malignant disease with an overall poor prognosis.

AIMS

The present study sought to elucidate possible associations between texture features derived from CT images with grading, tumor markers, and survival in extrahepatic, perihilar cholangiocarcinomas tumors.

METHODS

This retrospective study included 22 patients (10 females, 45%) with a mean age of 71.8 ± 8.7 years. Texture analysis was performed using the free available Mazda software. All tumors were histopathologically confirmed. Survival and clinical parameters were used as primary study outcomes.

RESULTS

In discrimination analysis, "S(1,1)SumVarnc" was statistically significantly different between patients with long-term survival and nonlong-term survival (mean 275.8 ± 32.6 vs. 239.7 ± 26.0, p = 0.01). The first-order parameter "skewness" was associated with the tumor marker "carcinoembryonic antigen" (CEA) (r = -0.7, p = 0.01). A statistically significant correlation of the texture parameter "S(5,0)SumVarnc" with tumor grading was identified (r = -0.6, p < 0.01). Several other texture features correlated with tumor markers CA-19-9 and AFP, as well as with T and N stage of tumors.

CONCLUSION

Several texture features derived from CT images were associated with tumor characteristics and survival in patients with perihilar cholangiocarcinomas. CT texture features could be used as valuable novel imaging markers in clinical routine.

摘要

背景

从计算机断层扫描(CT)获得的纹理分析可能提供与肿瘤组织病理学相关的临床相关成像生物标志物。肝门周围胆管癌是一种恶性疾病,总体预后较差。

目的

本研究旨在阐明从 CT 图像获得的纹理特征与分级、肿瘤标志物和肝外肝门周围胆管癌肿瘤生存之间的可能关联。

方法

这项回顾性研究纳入了 22 名患者(10 名女性,45%),平均年龄为 71.8±8.7 岁。使用免费的 Mazda 软件进行纹理分析。所有肿瘤均经组织病理学证实。生存和临床参数用作主要研究结果。

结果

在判别分析中,长期生存和非长期生存患者之间的“S(1,1)SumVarnc”存在统计学差异(平均值 275.8±32.6 与 239.7±26.0,p=0.01)。一阶参数“偏度”与肿瘤标志物“癌胚抗原”(CEA)相关(r=-0.7,p=0.01)。还确定了纹理参数“S(5,0)SumVarnc”与肿瘤分级之间存在统计学显著相关性(r=-0.6,p<0.01)。其他几个纹理特征与肿瘤标志物 CA-19-9 和 AFP 以及肿瘤的 T 和 N 分期相关。

结论

从 CT 图像获得的几种纹理特征与肝门周围胆管癌患者的肿瘤特征和生存相关。CT 纹理特征可作为临床常规中有用的新型成像标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f782/11417006/217d48b98cd0/CNR2-7-e2132-g003.jpg

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