Department of Radiology, Korea University Ansan Hospital, Korea University College of Medicine, 123 Jeokgeum-ro, Danwon-gu, Ansan-si, Gyeonggi-do, 15355, South Korea.
Department of Pathology, Korea University Ansan Hospital, Korea University College of Medicine, 123 Jeokgeum-ro, Danwon-gu, Ansan-si, Gyeonggi-do, 15355, South Korea.
Cancer Imaging. 2020 Dec 1;20(1):85. doi: 10.1186/s40644-020-00362-7.
Shear wave elastography (SWE) is an ultrasound technique for the noninvasive quantification of tissue stiffness. The hypoxic tumor microenvironment promotes tumor stiffness and is associated with poor prognosis in cancer. We aimed to investigate the correlation between tumor hypoxia and histologic biomarkers and tumor stiffness measured by SWE in breast cancer.
From June 2016 to January 2018, 82 women with invasive breast cancer who underwent SWE before treatment were enrolled. Average tumor elasticity (E) and tumor-to-fat elasticity ratio (E) were extracted from SWE. Immunohistochemical staining of glucose transporter 1 (GLUT1) was used to assess tumor hypoxia in breast cancer tissues and automated digital image analysis was performed to assess GLUT1 activities. Spearman correlation and logistic regression analyses were performed to identify associations between GLUT1 expression and SWE values, histologic biomarkers, and molecular subtypes. The Mann-Whitney U test, t test, or Kruskal-Wallis test was used to compare SWE values and histologic features according to the GLUT1 expression (≤the median vs > median).
E (r = 0.676) and E (r = 0.411) correlated significantly with GLUT1 expression (both p < 0.001). E was significantly higher in cancers with estrogen receptor (ER)-, progesterone receptor (PR)-, Ki67+, and high-grade (p < 0.05). E was higher in cancers with Ki67+, lymph node metastasis, and high-grade (p < 0.05). Cancers with high GLUT1 expression (>median) had higher E (mean, 85.4 kPa vs 125.5 kPa) and E (mean, 11.7 vs 17.9), and more frequent ER- (21.7% vs 78.3%), PR- (26.4% vs 73.1%), Ki67+ (31.7%% vs 68.3%), human epidermal growth factor receptor 2 (HER2) + (25.0% vs 75.0%), high-grade (28.6% vs 71.4%), and HER2-overexpressing (25.0% vs 75.0%) and triple-negative (23.1% vs 76.9%) subtypes (p < 0.05). Multivariable analysis showed that E was independently associated with GLUT1 expression (p < 0.001).
Tumor stiffness on SWE is significantly correlated with tumor hypoxia as well as histologic biomarkers. In particular, E on SWE has independent prognostic significance for tumor hypoxia in the multivariable analysis and can potentially be used as a noninvasive imaging biomarker to predict prognosis and pretreatment risk stratification in breast cancer patients.
剪切波弹性成像(SWE)是一种用于无创量化组织硬度的超声技术。缺氧的肿瘤微环境促进肿瘤硬度,并与癌症的不良预后相关。我们旨在研究乳腺癌中肿瘤缺氧与组织学生物标志物和 SWE 测量的肿瘤硬度之间的相关性。
2016 年 6 月至 2018 年 1 月,纳入 82 名接受治疗前接受 SWE 的浸润性乳腺癌女性患者。从 SWE 中提取平均肿瘤弹性(E)和肿瘤与脂肪弹性比(E)。使用葡萄糖转运蛋白 1(GLUT1)免疫组织化学染色评估乳腺癌组织中的肿瘤缺氧,并进行自动数字图像分析以评估 GLUT1 活性。采用 Spearman 相关分析和逻辑回归分析确定 GLUT1 表达与 SWE 值、组织学标志物和分子亚型之间的关联。根据 GLUT1 表达(≤中位数与>中位数), Mann-Whitney U 检验、t 检验或 Kruskal-Wallis 检验用于比较 SWE 值和组织学特征。
E(r=0.676)和 E(r=0.411)与 GLUT1 表达显著相关(均 p<0.001)。E 在雌激素受体(ER)-、孕激素受体(PR)-、Ki67+和高级别(p<0.05)的癌症中显著更高。E 在 Ki67+、淋巴结转移和高级别(p<0.05)的癌症中更高。高 GLUT1 表达(>中位数)的癌症具有更高的 E(平均值,85.4kPa 与 125.5kPa)和 E(平均值,11.7 与 17.9),并且更频繁的 ER-(21.7%与 78.3%)、PR-(26.4%与 73.1%)、Ki67+(31.7%与 68.3%)、人表皮生长因子受体 2(HER2)+(25.0%与 75.0%)、高级别(28.6%与 71.4%)、HER2 过表达(25.0%与 75.0%)和三阴性(23.1%与 76.9%)亚型(p<0.05)。多变量分析显示,E 与 GLUT1 表达独立相关(p<0.001)。
SWE 上的肿瘤硬度与肿瘤缺氧以及组织学生物标志物显著相关。特别是,SWE 上的 E 在多变量分析中对肿瘤缺氧具有独立的预后意义,并且可以潜在地用作非侵入性成像生物标志物,以预测乳腺癌患者的预后和治疗前风险分层。