Romanello Joaquim Miguel, Furth Emma E, Fan Yong, Song Hee Kwon, Pickup Stephen, Cao Jianbo, Choi Hoon, Gupta Mamta, Cao Quy, Shinohara Russell, McMenamin Deirdre, Clendenin Cynthia, Karasic Thomas B, Duda Jeffrey, Gee James C, O'Dwyer Peter J, Rosen Mark A, Zhou Rong
Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA.
Pancreatic Cancer Research Center, University of Pennsylvania, Philadelphia, PA 19104, USA.
Cancers (Basel). 2022 Aug 20;14(16):4017. doi: 10.3390/cancers14164017.
KPC (KrasG12D:Trp53R172H:Pdx1-Cre) and CKS (KrasG12D:Smad4L/L:Ptf1a-Cre) mice are genetically engineered mouse (GEM) models that capture features of human pancreatic ductal adenocarcinoma (PDAC) and intraductal papillary mucinous neoplasms (IPMN), respectively. We compared these autochthonous tumors using quantitative imaging metrics from diffusion-weighted MRI (DW-MRI) and dynamic contrast enhanced (DCE)-MRI in reference to quantitative histological metrics including cell density, fibrosis, and microvasculature density. Our results revealed distinct DW-MRI metrics between the KPC vs. CKS model (mimicking human PDAC vs. IPMN lesion): the apparent diffusion coefficient (ADC) of CKS tumors is significantly higher than that of KPC, with little overlap (mean ± SD 2.24±0.2 vs. 1.66±0.2, p<10−10) despite intratumor and intertumor variability. Kurtosis index (KI) is also distinctively separated in the two models. DW imaging metrics are consistent with growth pattern, cell density, and the cystic nature of the CKS tumors. Coregistration of ex vivo ADC maps with H&E-stained sections allowed for regional comparison and showed a correlation between local cell density and ADC value. In conclusion, studies in GEM models demonstrate the potential utility of diffusion-weighted MRI metrics for distinguishing pancreatic cancer from benign pancreatic cysts such as IPMN.
KPC(KrasG12D:Trp53R172H:Pdx1-Cre)和CKS(KrasG12D:Smad4L/L:Ptf1a-Cre)小鼠是基因工程小鼠(GEM)模型,分别体现了人类胰腺导管腺癌(PDAC)和导管内乳头状黏液性肿瘤(IPMN)的特征。我们使用扩散加权磁共振成像(DW-MRI)和动态对比增强(DCE)-MRI的定量成像指标,并参考包括细胞密度、纤维化和微血管密度在内的定量组织学指标,对这些原位肿瘤进行了比较。我们的结果显示,KPC与CKS模型(模拟人类PDAC与IPMN病变)之间的DW-MRI指标存在明显差异:CKS肿瘤的表观扩散系数(ADC)显著高于KPC肿瘤,尽管肿瘤内和肿瘤间存在变异性,但两者几乎没有重叠(平均值±标准差 2.24±0.2 对 1.66±0.2,p<10−10)。峰度指数(KI)在两种模型中也有明显区分。DW成像指标与CKS肿瘤的生长模式、细胞密度和囊性特征一致。将离体ADC图与苏木精-伊红染色切片进行配准,可进行区域比较,并显示局部细胞密度与ADC值之间存在相关性。总之,在GEM模型中的研究表明,扩散加权MRI指标在区分胰腺癌与IPMN等良性胰腺囊肿方面具有潜在用途。