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
Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania.
Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania.
Clin Cancer Res. 2025 Jul 1;31(13):2663-2674. doi: 10.1158/1078-0432.CCR-24-4049.
In pancreatic ductal adenocarcinoma (PDAC), Kirsten rat sarcoma viral oncogene homolog (KRAS) mutations drive both cancer cell growth and formation of a dense stroma. Small-molecule KRAS inhibitors (KRASi) represent a promising new class of therapy for PDAC; hence, clinical tools that can assess early response, detect resistance, and/or predict prolonged survival are desirable to understand clinical biology of KRASi. We hypothesized that diffusion-weighted MRI can detect cell death, whereas dynamic contrast-enhanced MRI and magnetization transfer ratio imaging are sensitive to tumor microenvironment changes, and these metrics shed insights into tumor size change induced by KRASi treatment.
Multiple preclinical PDAC models, including a genetically engineered mouse model (KPC), received MRTX1133, a KRASi specific for KRASG12D mutation. Quantitative imaging markers were corroborated with IHC analyses.
A significant increase in tumor apparent diffusion coefficient (a diffusion-weighted MRI metric) was detected as early as 48 hours and persisted to day 7 after the initiation of KRASi treatment and was strongly correlated with cell death and reduced cellularity, resulting in greatly prolonged median survival in treated mice. Capillary perfusion/permeability (a dynamic contrast-enhanced MRI metric) exhibited an inverse relationship with microvascular density. Distinct responses of KRASG12C versus KRASG12D tumors to MRTX1133 were captured by the MRI metrics corroborated with IHC. When tumors developed resistance to MRTX1133, the imaging marker values exhibited a reversal from those of responding tumors.
Multiparametric MRI provides early biological insights of cancer and stromal responses to KRASi treatment and sets the stage for testing the utility of these clinically ready MRI methods in patients receiving KRASi therapy.
在胰腺导管腺癌(PDAC)中, Kirsten大鼠肉瘤病毒癌基因同源物(KRAS)突变驱动癌细胞生长和致密基质形成。小分子KRAS抑制剂(KRASi)是一种有前景的新型PDAC治疗方法;因此,需要能够评估早期反应、检测耐药性和/或预测长期生存的临床工具,以了解KRASi的临床生物学特性。我们假设扩散加权磁共振成像(MRI)可以检测细胞死亡,而动态对比增强MRI和磁化传递率成像对肿瘤微环境变化敏感,这些指标有助于深入了解KRASi治疗引起的肿瘤大小变化。
多种临床前PDAC模型,包括基因工程小鼠模型(KPC),接受了MRTX1133,一种针对KRASG12D突变的KRASi。定量成像标记物与免疫组化分析相互印证。
早在KRASi治疗开始后48小时就检测到肿瘤表观扩散系数(一种扩散加权MRI指标)显著增加,并持续到第7天,且与细胞死亡和细胞密度降低密切相关,从而使治疗小鼠的中位生存期大大延长。毛细血管灌注/通透性(一种动态对比增强MRI指标)与微血管密度呈负相关。MRI指标与免疫组化相互印证,捕捉到了KRASG12C与KRASG12D肿瘤对MRTX1133的不同反应。当肿瘤对MRTX1133产生耐药性时,成像标记物值与反应性肿瘤的值出现逆转。
多参数MRI提供了癌症和基质对KRASi治疗反应的早期生物学见解,并为测试这些临床可用的MRI方法在接受KRASi治疗患者中的效用奠定了基础。