克拉斯
胰腺癌
医学
磁共振弥散成像
有效扩散系数
间质细胞
成像生物标志物
结直肠癌
免疫组织化学
磁共振成像
病理
癌症
肿瘤微环境
癌症研究
内科学
放射科
作者
Mamta Gupta,Hoon Choi,Samantha B. Kemp,Emma E. Furth,Stephen Pickup,Cynthia Clendenin,Margo Orlen,Mark A. Rosen,Fang Liu,Quy Cao,Ben Z. Stanger,Rong Zhou
标识
DOI:10.1158/1078-0432.ccr-24-4049
摘要
Abstract Purpose: 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. Experimental Design: 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. Results: 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. Conclusions: 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.
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