应用对比增强超声方法对腋窝淋巴结肿瘤微血管形态计量分析,无创预测乳腺癌腋窝淋巴结转移。
Noninvasive prediction of axillary lymph node breast cancer metastasis using morphometric analysis of nodal tumor microvessels in a contrast-free ultrasound approach.
机构信息
Department of Physiology and Biomedical Engineering, Mayo Clinic College of Medicine and Science, Rochester, MN, 55905, USA.
Department of Radiology, Mayo Clinic College of Medicine and Science, 200 1st. St. SW, Rochester, MN, 55905, USA.
出版信息
Breast Cancer Res. 2023 Jun 9;25(1):65. doi: 10.1186/s13058-023-01670-z.
PURPOSE
Changes in microcirculation of axillary lymph nodes (ALNs) may indicate metastasis. Reliable noninvasive imaging technique to quantify such variations is lacking. We aim to develop and investigate a contrast-free ultrasound quantitative microvasculature imaging technique for detection of metastatic ALN in vivo.
EXPERIMENTAL DESIGN
The proposed ultrasound-based technique, high-definition microvasculature imaging (HDMI) provides superb images of tumor microvasculature at sub-millimeter size scales and enables quantitative analysis of microvessels structures. We evaluated the new HDMI technique on 68 breast cancer patients with ultrasound-identified suspicious ipsilateral axillary lymph nodes recommended for fine needle aspiration biopsy (FNAB). HDMI was conducted before the FNAB and vessel morphological features were extracted, analyzed, and the results were correlated with the histopathology.
RESULTS
Out of 15 evaluated quantitative HDMI biomarkers, 11 were significantly different in metastatic and reactive ALNs (10 with P << 0.01 and one with 0.01 < P < 0.05). We further showed that through analysis of these biomarkers, a predictive model trained on HDMI biomarkers combined with clinical information (i.e., age, node size, cortical thickness, and BI-RADS score) could identify metastatic lymph nodes with an area under the curve of 0.9 (95% CI [0.82,0.98]), sensitivity of 90%, and specificity of 88%.
CONCLUSIONS
The promising results of our morphometric analysis of HDMI on ALNs offer a new means of detecting lymph node metastasis when used as a complementary imaging tool to conventional ultrasound. The fact that it does not require injection of contrast agents simplifies its use in routine clinical practice.
目的
腋窝淋巴结(ALN)微循环的变化可能表明转移。缺乏可靠的无创成像技术来定量这种变化。我们旨在开发和研究一种无对比的超声定量微血管成像技术,用于体内检测转移性 ALN。
实验设计
所提出的基于超声的高清晰度微血管成像(HDMI)技术可提供出色的肿瘤微血管亚毫米级尺寸图像,并能够对微血管结构进行定量分析。我们在 68 名经超声识别为可疑同侧腋窝淋巴结的乳腺癌患者中评估了新的 HDMI 技术,这些淋巴结建议进行细针抽吸活检(FNAB)。在 FNAB 之前进行 HDMI,并提取、分析血管形态特征,并将结果与组织病理学相关联。
结果
在 15 种评估的 HDMI 定量生物标志物中,转移性和反应性 ALN 中有 11 种有显著差异(10 种 P << 0.01,一种 0.01 < P < 0.05)。我们进一步表明,通过对这些生物标志物的分析,基于 HDMI 生物标志物结合临床信息(即年龄、节点大小、皮质厚度和 BI-RADS 评分)训练的预测模型可以识别转移性淋巴结,曲线下面积为 0.9(95%置信区间[0.82,0.98]),敏感性为 90%,特异性为 88%。
结论
我们对 ALN 上 HDMI 的形态计量分析的有希望结果提供了一种新的方法,当作为常规超声的补充成像工具时,可以用于检测淋巴结转移。它不需要注射造影剂的事实使其在常规临床实践中使用更加简单。