Multi-b-value DWI to evaluate the synergistic antiproliferation and anti-heterogeneity effects of bufalin plus sorafenib in an orthotopic HCC model.

IF 3.7 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Ran Guo, Fang Lu, Jiang Lin, Caixia Fu, Mengxiao Liu, Shuohui Yang
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引用次数: 0

Abstract

Background: Multi-b-value diffusion-weighted imaging (DWI) with different postprocessing models allows for evaluating hepatocellular carcinoma (HCC) proliferation, spatial heterogeneity, and feasibility of treatment strategies. We assessed synergistic effects of bufalin+sorafenib in orthotopic HCC-LM3 xenograft nude mice by using intravoxel incoherent motion (IVIM), diffusion kurtosis imaging (DKI), a stretched exponential model (SEM), and a fractional-order calculus (FROC) model.

Methods: Twenty-four orthotopic HCC-LM3 xenograft mice were divided into bufalin+sorafenib, bufalin, sorafenib treatment groups, and a control group. Multi-b-value DWI was performed using a 3-T scanner after 3 weeks' treatment to obtain true diffusion coefficient Dt, pseudo-diffusion coefficient Dp, perfusion fraction f, mean diffusivity (MD), mean kurtosis (MK), distributed diffusion coefficient (DDC), heterogeneity index α, diffusion coefficient D, fractional order parameter β, and microstructural quantity μ. Necrotic fraction (NF), standard deviation (SD) of hematoxylin-eosin staining, and microvessel density (MVD) of anti-CD31 staining were evaluated. Correlations of DWI parameters with histopathological results were analyzed, and measurements were compared among four groups.

Results: In the final 22 mice, f positively correlated with MVD (r = 0.679, p = 0.001). Significantly good correlations of MK (r = 0.677), α (r = -0.696), and β (r= -0.639) with SD were observed (all p < 0.010). f, MK, MVD, and SD were much lower, while MD, α, β, and NF were higher in bufalin plus sorafenib group than control group (all p < 0.050).

Conclusion: Evaluated by IVIM, DKI, SEM, and FROC, bufalin+sorafenib was found to inhibit tumor proliferation and angiogenesis and reduce spatial heterogeneity in HCC-LM3 models.

Relevance statement: Multi-b-value DWI provides potential metrics for evaluating the efficacy of treatment in HCC.

Key points: • Bufalin plus sorafenib combination may increase the effectiveness of HCC therapy. • Multi-b-value DWI depicted HCC proliferation, angiogenesis, and spatial heterogeneity. • Multi-b-value DWI may be a noninvasive method to assess HCC therapeutic efficacy.

Abstract Image

多b值DWI评估布法林加索拉非尼在原位HCC模型中的协同抗增殖和抗异质性作用。
背景:采用不同后处理模型的多b值弥散加权成像(DWI)可评估肝细胞癌(HCC)的增殖、空间异质性和治疗策略的可行性。我们使用体细胞内非相干运动(IVIM)、弥散峰度成像(DKI)、拉伸指数模型(SEM)和分数阶微积分模型(FROC)评估了布法林+索拉非尼对正位HCC-LM3异种移植裸鼠的协同作用:将 24 只正位 HCC-LM3 异种移植小鼠分为布法林+索拉非尼治疗组、布法林治疗组、索拉非尼治疗组和对照组。治疗3周后,使用3-T扫描仪进行多b值DWI,以获得真扩散系数Dt、假扩散系数Dp、灌注分数f、平均扩散率(MD)、平均峰度(MK)、分布扩散系数(DDC)、异质性指数α、扩散系数D、分数阶参数β和微结构量μ。还评估了坏死部分(NF)、苏木精-伊红染色的标准偏差(SD)和抗 CD31 染色的微血管密度(MVD)。分析了 DWI 参数与组织病理学结果的相关性,并对四组的测量结果进行了比较:在最后 22 只小鼠中,f 与 MVD 呈正相关(r = 0.679,p = 0.001)。在布法林加索拉非尼组中,f、MK、MVD 和 SD 显著低于对照组,而 MD、α、β 和 NF 则高于对照组(均 p <0.050):通过IVIM、DKI、SEM和FROC评估,发现布法林+索拉非尼可抑制HCC-LM3模型中的肿瘤增殖和血管生成,减少空间异质性:多b值DWI为评估HCC的疗效提供了潜在指标:- 布法林联合索拉非尼可提高HCC的治疗效果。- 多b值DWI描绘了HCC的增殖、血管生成和空间异质性。- 多b值DWI可能是评估HCC疗效的一种无创方法。
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来源期刊
European Radiology Experimental
European Radiology Experimental Medicine-Radiology, Nuclear Medicine and Imaging
CiteScore
6.70
自引率
2.60%
发文量
56
审稿时长
18 weeks
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