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在三阴性乳腺癌临床前模型中,动态对比增强磁共振成像(DCE-MRI)和扩散加权磁共振成像(DW-MRI)作为治疗反应的早期影像学生物标志物

DCE- and DW-MRI as early imaging biomarkers of treatment response in a preclinical model of triple negative breast cancer.

作者信息

Barnes Stephanie L, Sorace Anna G, Whisenant Jennifer G, McIntyre J Oliver, Kang Hakmook, Yankeelov Thomas E

机构信息

Institute for Computational and Engineering Sciences, The University of Texas at Austin, Austin, TX, USA.

Department of Biomedical Engineering, The University of Texas at Austin, Austin, TX, USA.

出版信息

NMR Biomed. 2017 Nov;30(11). doi: 10.1002/nbm.3799. Epub 2017 Sep 15.

Abstract

This work evaluates quantitative dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) and diffusion-weighted MRI (DW-MRI) parameters as early biomarkers of response in a preclinical model of triple negative breast cancer (TNBC). The standard Tofts' model of DCE-MRI returns estimates of the volume transfer constant (K ) and the extravascular extracellular volume fraction (v ). DW-MRI returns estimates of the apparent diffusion coefficient (ADC). Mice (n = 38) were injected subcutaneously with MDA-MB-231. Tumors were grown to approximately 275 mm and sorted into the following groups: saline controls, low-dose Abraxane (15 mg/kg) and high-dose Abraxane (25 mg/kg). Animals were imaged at days zero, one and three. On day three, tumors were extracted for immunohistochemistry. The positive percentage change in ADC on day one was significantly higher in both treatment groups relative to the control group (p < 0.05). In addition, the positive percentage change in K was significantly higher than controls (p < 0.05) on day one for the high-dose group and on days one and three for the low-dose group. The percentage change in tumor volume was significantly different between the high-dose and control groups on day three (p = 0.006). Histology confirmed differences at day three through reduced numbers of proliferating cells (Ki67 staining) in the high-dose group (p = 0.03) and low-dose group (p = 0.052) compared with the control group. Co-immunofluorescent staining of vascular maturity [using von Willebrand Factor (vWF) and α-smooth muscle actin (α-SMA)] indicated significantly higher vascular maturation in the low-dose group compared with the controls on day three (p = 0.03), and trending towards significance in the high-dose group compared with controls on day three (p = 0.052). These results from quantitative imaging with histological validation indicate that ADC and K have the potential to serve as early biomarkers of treatment response in murine studies of TNBC.

摘要

本研究评估了定量动态对比增强磁共振成像(DCE-MRI)和扩散加权磁共振成像(DW-MRI)参数,将其作为三阴性乳腺癌(TNBC)临床前模型中反应的早期生物标志物。DCE-MRI的标准Tofts模型可得出容积转运常数(K)和血管外细胞外容积分数(v)的估计值。DW-MRI可得出表观扩散系数(ADC)的估计值。将38只小鼠皮下注射MDA-MB-231。待肿瘤生长至约275立方毫米后,将其分为以下几组:生理盐水对照组、低剂量白蛋白结合型紫杉醇(15毫克/千克)组和高剂量白蛋白结合型紫杉醇(25毫克/千克)组。在第0天、第1天和第3天对动物进行成像。在第3天,提取肿瘤进行免疫组织化学分析。与对照组相比,两个治疗组在第1天ADC的正百分比变化均显著更高(p<0.05)。此外,高剂量组在第1天以及低剂量组在第1天和第3天,K的正百分比变化均显著高于对照组(p<0.05)。在第3天,高剂量组和对照组之间的肿瘤体积百分比变化显著不同(p = 0.006)。组织学检查证实,与对照组相比,高剂量组(p = 0.03)和低剂量组(p = 0.052)在第3天增殖细胞数量(Ki67染色)减少。血管成熟的共免疫荧光染色[使用血管性血友病因子(vWF)和α平滑肌肌动蛋白(α-SMA)]表明,与对照组相比,低剂量组在第3天血管成熟度显著更高(p = 0.03),高剂量组在第3天与对照组相比有显著升高趋势(p = 0.052)。这些经组织学验证的定量成像结果表明,在TNBC小鼠研究中,ADC和K有潜力作为治疗反应的早期生物标志物。

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