肝周胆管癌的 CT 纹理分析--与肿瘤分级、肿瘤标记物和临床结果的关系

IF 1.5 Q4 ONCOLOGY Cancer reports Pub Date : 2024-09-22 DOI:10.1002/cnr2.2132
Jakob Leonhardi, Arsen Sabanov, Anne Kathrin Höhn, Robert Sucher, Daniel Seehofer, Matthias Mehdorn, Benedikt Schnarkowski, Sebastian Ebel, Timm Denecke, Hans-Jonas Meyer
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引用次数: 0

摘要

背景 计算机断层扫描(CT)得出的纹理分析可提供与肿瘤组织病理学相关的临床相关成像生物标志物。肝周胆管癌是一种总体预后较差的恶性疾病。 目的 本研究旨在阐明 CT 图像的纹理特征与肝外肝周胆管癌肿瘤的分级、肿瘤标志物和生存期之间可能存在的关联。 方法 该回顾性研究共纳入 22 名患者(10 名女性,45%),平均年龄(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。主要研究结果为生存率和临床参数。 结果 在判别分析中,"S(1,1)SumVarnc "在长期生存患者和非长期生存患者之间存在显著统计学差异(平均值为 275.8 ± 32.6 vs. 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)。纹理参数 "S(5,0)SumVarnc "与肿瘤分级有统计学意义的相关性(r = -0.6,p = 0.01)。其他一些纹理特征与肿瘤标志物 CA-19-9 和 AFP 以及肿瘤的 T 期和 N 期相关。 结论 从 CT 图像中得出的一些纹理特征与肝周胆管癌患者的肿瘤特征和生存率相关。CT纹理特征可作为有价值的新型成像标记用于临床常规检查。
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CT Texture Analysis of Perihilar Cholangiocarcinoma—Associations With Tumor Grading, Tumor Markers and Clinical Outcome

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.

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来源期刊
Cancer reports
Cancer reports Medicine-Oncology
CiteScore
2.70
自引率
5.90%
发文量
160
审稿时长
17 weeks
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