Correlations between DWI, IVIM, and HIF‐1α expression based on MRI and pathology in a murine model of rhabdomyosarcoma

免疫组织化学 盒内非相干运动 横纹肌肉瘤 相关性 核医学 病理 曼惠特尼U检验 磁共振成像 医学 磁共振弥散成像 化学 放射科 数学 肉瘤 几何学 内科学
作者
Zhenzhen Yin,Xiangwen Li,Yu Zhang,Juan Tao,Yanyu Yang,Shaobo Fang,Zhengyang Zhang,Yuan Yuan,Yajie Liu,Shaowu Wang
出处
期刊:Magnetic Resonance in Medicine [Wiley]
卷期号:88 (2): 871-879 被引量:7
标识
DOI:10.1002/mrm.29250
摘要

Purpose To investigate the correlation between DWI, intravoxel incoherent motion (IVIM), and hypoxia‐inducible factor 1‐alpha (HIF‐1α) expression in a nude mouse model of rhabdomyosarcoma based on imaging and pathological comparisons. Methods Human rhabdomyosarcoma‐derived (RD) cells were inoculated into the right thigh muscle of 20 BALB/c female nude mice. Mice were imaged using 3.0 Tesla MRI system. T 1 ‐weighted imaging, T 2 ‐weighted imaging, DWI, and IVIM images were obtained. ADW4.7 (GE Healthcare, ChicagoAQ34, IL, USA) was used for image processing of ADC, D slow , D fast , and f values. All parameter values were independently analyzed by 2 observers. Immunohistochemistry of HIF‐1α was performed. We used a specific image–pathology comparison method to ensure correct overlap between the image plane and the pathological section. Mann–Whitney U test or independent sample t test, Pearson or Spearman correlation test, the intragroup correlation coefficient, Kolmogorov–Smirnov test, and receiver operating characteristic curve were used. The correlation between DWI and intravoxel incoherent motion parameter values and HIF‐1α expression was determined. Results There were 10 mice in the low‐expression group and 7 in the high‐expression group. The ADC and D slow values were negatively correlated with HIF‐1α with correlation coefficients of −0.491 and − 0.702 ( P = 0.045 and 0.002). The f value positively correlated with HIF‐1α expression ( r = 0.485, P = 0.048). ADC, D slow , and f were significantly different between the high‐HIF‐1α expression tumors and the low‐HIF‐1α expression tumors. ADC showed the best predictive performance among all parameters (area under the curve = 0.652, sensitivity = 83.3%, specificity = 63.6%). Conclusion The parameter values of DWI and intravoxel incoherent motion can be used to evaluate the expression of HIF‐1α in rhabdomyosarcoma. ADC, D slow , and f value showed correlation with the expression of HIF‐1α.
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