剪切波弹性成像与Ki-67指数联合应用作为浸润性乳腺癌患者新辅助化疗病理反应的一种新型预测方法。

Combination of shear wave elastography and Ki-67 index as a novel predictive modality for the pathological response to neoadjuvant chemotherapy in patients with invasive breast cancer.

作者信息

Ma Yan, Zhang Shuo, Zang Li, Li Jing, Li Jianyi, Kang Ye, Ren Weidong

机构信息

Department of Ultrasound, Shengjing Hospital of China Medical University, Shenyang, Liaoning, 110004, China.

Department of Neurology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, 110004, China.

出版信息

Eur J Cancer. 2016 Dec;69:86-101. doi: 10.1016/j.ejca.2016.09.031. Epub 2016 Nov 4.

Abstract

PURPOSE

This study evaluated shear wave elastography (SWE) and SWE combined with the Ki-67 index as novel predictive modalities for the pathological response of invasive breast cancer to neoadjuvant chemotherapy (NAC).

METHODS

The prospective study recruited 66 eligible patients from July 2014 to November 2015. Tumour stiffness, which corresponds with tumour progression and invasiveness, was assessed by quantitative SWE 1 d before biopsy (time point t0, elasticity E0), 1 d before next NAC cycle (t1-t5, E1-E5), and 1 d before surgery (t6, E6). The relative changes in SWE parameters after the first and second NAC cycles were considered as the variables [ΔE (t1), ΔE (t2)]. The pathological response was classified according to the residual cancer burden (RCB) protocol. Correlations between RCB scores and variables were evaluated. The predictive diagnostic performances of SWE parameters, Ki-67 index, and the predictive RCB (predRCB) score determined by a linear regression model were compared.

RESULTS

Some immunohistochemical and molecular factors and SWE parameters were significantly different among the three RCB groups. The ΔE (t2) and Ki-67 had significantly better diagnostic performance than other parameters regarding predicting the pathological response (the RCB-I response and RCB-III resistance). However, the correlation between ΔE (t2) and Ki-67 index was significantly weaker as a diagnostic predictor (r = 0.29). We generated a new predictive modality, predRCB, which is a multivariable linear regression model that combines ΔE (t2) and the Ki-67 index. The predRCB modality showed better diagnostic performance than SWE parameters and Ki-67 index alone.

CONCLUSION

Our findings highlight the potential utility for adding the Ki-67 index to the SWE results, which may improve the predictive power of SWE and facilitate personalising the treatment regimens of patients with breast cancer. These results should be validated in the future by performing a multicentre prospective study with a larger cohort.

摘要

目的

本研究评估剪切波弹性成像(SWE)以及SWE联合Ki-67指数作为浸润性乳腺癌对新辅助化疗(NAC)病理反应的新型预测方法。

方法

该前瞻性研究于2014年7月至2015年11月招募了66例符合条件的患者。在活检前1天(时间点t0,弹性E0)、下一个NAC周期前1天(t1 - t5,E1 - E5)以及手术前1天(t6,E6),通过定量SWE评估与肿瘤进展和侵袭性相对应的肿瘤硬度。将第一个和第二个NAC周期后SWE参数的相对变化视为变量[ΔE(t1),ΔE(t2)]。根据残余癌负担(RCB)方案对病理反应进行分类。评估RCB评分与变量之间的相关性。比较SWE参数、Ki-67指数以及由线性回归模型确定的预测RCB(predRCB)评分的预测诊断性能。

结果

在三个RCB组中,一些免疫组化和分子因素以及SWE参数存在显著差异。关于预测病理反应(RCB-I反应和RCB-III抵抗),ΔE(t2)和Ki-67的诊断性能明显优于其他参数。然而,作为诊断预测指标,ΔE(t2)与Ki-67指数之间的相关性明显较弱(r = 0.29)。我们生成了一种新的预测方法predRCB,它是一种结合ΔE(t2)和Ki-67指数的多变量线性回归模型。predRCB方法显示出比单独的SWE参数和Ki-67指数更好的诊断性能。

结论

我们的研究结果突出了将Ki-67指数添加到SWE结果中的潜在效用,这可能提高SWE的预测能力,并有助于乳腺癌患者治疗方案的个性化。这些结果未来应通过进行更大样本量的多中心前瞻性研究来验证。

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