Gupta Mamta, Choi Hoon, Kemp Samantha B, Furth Emma E, Pickup Stephen, Clendenin Cynthia, Orlen Margo, Rosen Mark, Liu Fang, Cao Quy, Stanger Ben Z, Zhou Rong
bioRxiv. 2024 Nov 25:2024.11.22.624844. doi: 10.1101/2024.11.22.624844.
In pancreatic ductal adenocarcinoma (PDAC), KRAS mutations drive both cancer cell growth and formation of a dense stroma. Small molecule KRAS inhibitors (KRASi) represent a breakthrough for PDAC treatment hence clinical tools that can assess early response, detect resistance and/or predict prolonged survival are desirable for management of patients undergoing KRASi therapy. We hypothesized that diffusion-weighted MRI (DWI) can detect cell death while dynamic contrast enhanced MRI (DCE) and magnetization transfer ratio (MTR) imaging are sensitive to tumor microenvironment changes, and these metrics shed insights into tumor size (standard care assessment) change induced by KRASi treatment. We tested this hypothesis in multiple preclinical PDAC models receiving MRTX1133, an investigational new drug specific for KRAS mutation. Quantitative imaging markers corroborated by immunohistochemistry (IHC) revealed significant and profound changes related to cell death accompanied by changes in tumor cellularity, capillary perfusion /permeability and stromal matrix as early as 48h and day-7 after initiation of KRASi treatment, and greatly prolonged median survival over controls in a genetic engineered mouse model of PDAC (KPC). The MRI markers also captured distinct responses to KRASi therapy from PDAC tumors carrying KRAS KRAS mutation. In tumors developed resistance to MRTX1133, the imaging markers exhibited a reversal from those of responding tumors. Our findings have established that multiparametric MRI provide biological insights including cell death, reduced cellularity and tumor microenvironment changes induced by KRASi treatment and set the stage for testing the utility of these clinically ready MRI methods in patients receiving KRASi therapy.
Emerging small molecule KRAS inhibitors (KRASi) represent a new class of therapy for PDAC. Clinical tools that can provide biological insights beyond tumor size change are desirable for management of patients under KRASi therapy. DWI and DCE are frequently applied MRI methods for assessing cancer treatment responses in clinical trials. Using multiple PDAC models, we examined whether DWI, DCE and MTR can enhance the standard care assessment (tumor size) to MRTX1133, a KARSi with investigational new drug (IND) status. Our data demonstrate the abilities of DWI, DCE and MTR derived imaging markers to detect the early (48h) cell death, pronounced stromal changes and development of resistance to KRASi. This study has high translational relevance by testing clinically ready MRI methods, an IND and a genetic engineered mouse model that recapitulates saline features of human PDAC.
在胰腺导管腺癌(PDAC)中,KRAS突变驱动癌细胞生长和致密基质的形成。小分子KRAS抑制剂(KRASi)代表了PDAC治疗的一项突破,因此,对于接受KRASi治疗的患者管理而言,能够评估早期反应、检测耐药性和/或预测长期生存的临床工具是非常需要的。我们假设扩散加权磁共振成像(DWI)可以检测细胞死亡,而动态对比增强磁共振成像(DCE)和磁化传递比(MTR)成像对肿瘤微环境变化敏感,并且这些指标能够深入了解KRASi治疗引起的肿瘤大小(标准护理评估)变化。我们在多个接受MRTX1133(一种针对KRAS突变的研究性新药)治疗的临床前PDAC模型中验证了这一假设。免疫组织化学(IHC)证实的定量成像标志物显示,早在KRASi治疗开始后的48小时和第7天,就出现了与细胞死亡相关的显著而深刻的变化,同时伴随着肿瘤细胞密度、毛细血管灌注/通透性和基质的变化,并且在PDAC基因工程小鼠模型(KPC)中,中位生存期比对照组大大延长。MRI标志物还捕捉到携带KRAS KRAS突变的PDAC肿瘤对KRASi治疗的不同反应。在对MRTX1133产生耐药性的肿瘤中,成像标志物表现出与反应性肿瘤相反的变化。我们的研究结果表明,多参数MRI能够提供生物学见解,包括细胞死亡、细胞密度降低以及KRASi治疗引起的肿瘤微环境变化,并为测试这些临床可用的MRI方法在接受KRASi治疗的患者中的效用奠定了基础。
新兴的小分子KRAS抑制剂(KRASi)代表了一类新的PDAC治疗方法。对于接受KRASi治疗的患者管理而言,能够提供超越肿瘤大小变化的生物学见解的临床工具是非常需要的。DWI和DCE是临床试验中常用于评估癌症治疗反应的MRI方法。我们使用多个PDAC模型,研究了DWI、DCE和MTR是否能够增强对MRTX1133(一种具有研究性新药(IND)地位的KRASi)的标准护理评估(肿瘤大小)。我们的数据表明,DWI、DCE和MTR衍生的成像标志物能够检测早期(48小时)细胞死亡、明显的基质变化以及对KRASi的耐药性发展。本研究通过测试临床可用的MRI方法、一种IND和一个概括人类PDAC特征的基因工程小鼠模型,具有很高的转化相关性。