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浸润性乳腺癌中多参数双层CT图像衍生的CT数据与免疫组化生物标志物的相关性

Correlation of CT-data derived from multiparametric dual-layer CT-maps with immunohistochemical biomarkers in invasive breast carcinomas.

作者信息

Barbara Krug Kathrin, Schömig-Markiefka Birgid, Campbell Graeme M, Püsken Michael, Maintz David, Schlamann Marc, Klein Konstantin, Gabriel Schafigh Darius, Malter Wolfram, Hellmich Martin

机构信息

Department of Diagnostic and Interventional Radiology, University Hospital of Cologne, Cologne, Germany.

Department of Pathology, University Hospital of Cologne, Cologne, Germany.

出版信息

Eur J Radiol. 2022 Nov;156:110544. doi: 10.1016/j.ejrad.2022.110544. Epub 2022 Sep 24.

Abstract

OBJECTIVE

To examine the correlation of quantitative measurements from material decomposition maps calculated from dual-layer CT (DLCT)-image datasets with immunohistochemical biomarkers of invasive breast carcinomas.

MATERIAL AND METHODS

All patients at the University Breast Cancer Center who underwent a clinically indicated dual-layer CT-scan for staging of invasive ductal breast carcinoma from 01/2016 to 07/2020 were prospectively included. Iodine concentration maps and maps of the effective atomic numbers (Zeffective) were reconstructed from the image datasets. ROI-based evaluations of the index tumors and predefined references tissues for normalization were performed semi-automatically in identical anatomical positions using dedicated evaluation software. Statistical analysis was essentially descriptive using Spearmańs rank correlation and (multivariable) partial correlation.

RESULTS

Bivariate showed statistically significant correlations of iodine contents (r = -0.154/-0.202/0.180, p = 0.039/0.006/0.015), and Zeffective-values (r = -0.158/-0.199/0.179, p = 0.034/0.007/0.016) for all 184 carcinomas and the subgroup of 168 invasive ductal carcinomas. The results were confirmed by multivariate analyses with "age", "diameter" and "ACR-grade" as possible confounders. Normalization of the measured target values with those in the aorta confirmed significant correlations of iodine content and Zeffective compared to Estrogen (r = 0.174, p = 0.019), Progesteron (r = 0.168/0.177, p = 0.024/0.017), and HER2 receptor expression (r = -0.222/-0.184, p = 0.003/0.013). All CT-parameters showed significant correlations with immunohistochemical subtyping (r = 0.191/0.192, p = 0.010).

CONCLUSIONS

Our preliminary results indicate that iodine content and Zeffective-values derived from DLCT-examinations correlate with hormone receptor expression in invasive breast carcinomas. Assignments to benign entities already seam feasible in clinical routine CT-diagnostics. After further investigations iodine content and Zeffective may be translated as diagnostical and prognostical biomarkers into clinical routine in the long term.

摘要

目的

研究从双层CT(DLCT)图像数据集计算得到的物质分解图的定量测量值与浸润性乳腺癌免疫组化生物标志物之间的相关性。

材料与方法

前瞻性纳入2016年1月至2020年7月在大学乳腺癌中心因临床需要接受双层CT扫描以进行浸润性导管癌分期的所有患者。从图像数据集中重建碘浓度图和有效原子序数(Z有效)图。使用专用评估软件在相同解剖位置对索引肿瘤和用于归一化的预定义参考组织进行基于感兴趣区(ROI)的半自动评估。统计分析主要采用Spearmańs秩相关和(多变量)偏相关进行描述性分析。

结果

双变量分析显示,对于所有184例癌以及168例浸润性导管癌亚组,碘含量(r = -0.154 / -0.202 / 0.180,p = 0.039 / 0.006 / 0.015)和Z有效值(r = -0.158 / -0.199 / 0.179,p = 0.034 / 0.007 / 0.016)具有统计学显著相关性。以“年龄”、“直径”和“ACR分级”作为可能的混杂因素进行多变量分析,结果得到证实。将测量的目标值与主动脉中的值进行归一化后,与雌激素(r = 0.174,p = 0.019)、孕激素(r = 0.168 / 0.177,p = 0.024 / 0.017)以及HER2受体表达(r = -0.222 / -0.184,p = 0.003 / 0.013)相比,碘含量和Z有效显示出显著相关性。所有CT参数与免疫组化亚型均显示出显著相关性(r = 0.191 / 0.192,p = 0.010)。

结论

我们的初步结果表明,DLCT检查得出的碘含量和Z有效值与浸润性乳腺癌中的激素受体表达相关。在临床常规CT诊断中,对良性实体的鉴别似乎已经可行。经过进一步研究,碘含量和Z有效长期而言可能作为诊断和预后生物标志物应用于临床常规。

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