Gardner Mick, Billhymer Audrey, Kamerer Rebecca, Schmit Joanna, Park Trevor, Nguyen-Edquilang Julie, Miller Rita, Selting Kim A, Oelze Michael
Corresponding Author: Beckman Institute, University of Illinois Urbana-Champaign, 405 N Matthews Ave, Urbana, IL, 61801, USA.
The Grainger College of Engineering, Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, 306 N Wright St, Urbana, IL, 61801, USA.
ArXiv. 2025 Mar 25:arXiv:2503.19243v1.
Quantitative ultrasound (QUS) characterizes the composition of cells to distinguish diseased from healthy tissue. QUS can reflect the complexity of the tumor and detect early lymph node (LN) metastasis ex vivo. The objective in this study was to gather preliminary QUS and cytokine data from dogs undergoing radiation therapy and correlate QUS data with both LN metastasis and tumor response. Spontaneous solid tumors were evaluated with QUS before and up to one year after receiving RT. Additionally, regional LNs were evaluated with QUS in vivo, then excised and examined with histopathology to detect metastasis. Paired t-tests were used to compare QUS data of metastatic and non-metastatic LNs within patients. Furthermore, paired t-tests compared pre- versus post-RT QUS data. Serum was collected at each time point for cytokine profiles. Most statistical tests were underpowered to produce significant values, but interesting trends were observed. The lowest values for LN tests were found with the envelope statistics K ( = 0.142) and ( = 0.181), which correspond to cell structure and number of scatterers. For tumor response, the lowest values were found with K ( = 0.115) and ( = 0.127) when comparing baseline QUS data with QUS data 1 week after RT. Monocyte chemoattractant protein 1 (MCP-1) was significantly higher in dogs with cancer when compared to healthy controls ( = 1.12e-4). A weak correlation was found between effective scatterer diameter (ESD) and Transforming growth factor beta 1 (TGF-1), with a Pearson's correlation coefficient of -0.35. While statistical tests on the preliminary QUS data alone were underpowered to detect significant differences among groups, our methods create a basis for future studies.
定量超声(QUS)可对细胞成分进行表征,以区分病变组织和健康组织。QUS能够反映肿瘤的复杂性,并在体外检测早期淋巴结(LN)转移。本研究的目的是收集接受放射治疗的犬的QUS和细胞因子初步数据,并将QUS数据与LN转移及肿瘤反应相关联。在接受放疗前及放疗后长达一年的时间内,使用QUS对自发性实体瘤进行评估。此外,在体内使用QUS对区域LN进行评估,然后切除并进行组织病理学检查以检测转移情况。采用配对t检验比较患者体内转移性和非转移性LN的QUS数据。此外,配对t检验比较了放疗前后的QUS数据。在每个时间点采集血清以分析细胞因子谱。大多数统计检验的效能不足以产生显著值,但观察到了有趣的趋势。LN检测中最低的p值出现在包络统计量K(p = 0.142)和β(p = 0.181)时,它们分别对应细胞结构和散射体数量。对于肿瘤反应,将基线QUS数据与放疗后1周的QUS数据进行比较时,K(p = 0.115)和β(p = 0.127)的p值最低。与健康对照相比,患癌犬的单核细胞趋化蛋白1(MCP - 1)显著更高(p = 1.12e - 4)。有效散射体直径(ESD)与转化生长因子β1(TGF - 1)之间存在弱相关性,皮尔逊相关系数为 - 0.35。虽然仅对初步QUS数据进行的统计检验不足以检测组间的显著差异,但我们的方法为未来研究奠定了基础。