IEEE Trans Biomed Eng. 2020 Sep;67(9):2490-2496. doi: 10.1109/TBME.2019.2963562. Epub 2020 Jan 1.
Tumor stiffening in pancreatic adenocarcinoma (PDAC) has been linked to cancer progression and lack of therapy response, yet current elastography tools cannot map stiffness in a whole tumor field-of-view with biologically relevant spatial resolution. Therefore, this study was developed to assess stiffness heterogeneity and geometrical patterns across whole PDAC xenograft ex vivo tumors.
The ex vivo elastography (EVE) mapping system was capable of creating stiffness map at 300-micron spatial resolution under a 5-20 mm field of view relevant to whole tumor assessment. The stiffness value at each location was determined by compression testing and an absolute tumor Young's modulus map was calculated based on the calibration between the system and ultrasound elastography (R = 0.95).
Two PDAC tumor lines AsPC-1 and BxPC-3 implanted in xenograft models were assessed to show tumor stiffness and its linear relationship to collagen content (R = 0.59). EVE was able to capture stiffness heterogeneity ranging between 5 and 100 kPa in pancreatic tumors with collagen content up to 25%. More importantly, data shows the inverse relationship of local stiffness to local drug distribution (R = 0.66) and vessel patency (R = 0.61) in both PDAC tumor lines.
The results suggested that elastography could be utilized to predict drug penetration in PDAC tumors or assess response to biological modifying adjunct therapies.
This study presents the first attempt to map out stiffness on a biologically relevant spatial scale across whole PDAC tumor slices with spatial resolution in the hundreds of microns.
胰腺癌(PDAC)中的肿瘤变硬与癌症进展和缺乏治疗反应有关,但目前的弹性成像工具无法以具有生物学相关性的空间分辨率对整个肿瘤视场进行刚度映射。因此,本研究旨在评估整个 PDAC 异种移植体离体肿瘤的硬度异质性和几何图案。
离体弹性成像(EVE)映射系统能够在与整个肿瘤评估相关的 5-20 毫米视野内以 300 微米的空间分辨率创建刚度图。通过压缩测试确定每个位置的刚度值,并根据系统与超声弹性成像之间的校准计算绝对肿瘤杨氏模量图(R = 0.95)。
评估了植入异种移植模型的两种 PDAC 肿瘤系 AsPC-1 和 BxPC-3,以显示肿瘤硬度及其与胶原蛋白含量的线性关系(R = 0.59)。EVE 能够捕获具有高达 25%胶原蛋白含量的胰腺肿瘤中 5 至 100 kPa 之间的硬度异质性。更重要的是,数据显示局部刚度与局部药物分布(R = 0.66)和血管通畅性(R = 0.61)之间存在负相关关系在两种 PDAC 肿瘤系中。
结果表明,弹性成像可用于预测 PDAC 肿瘤中的药物渗透或评估对生物修饰辅助治疗的反应。
本研究首次尝试以具有生物学相关性的空间分辨率在数百微米的空间分辨率下对整个 PDAC 肿瘤切片进行刚度映射。