Multimetric MRI Captures Early Response and Acquired Resistance of Pancreatic Cancer to KRAS Inhibitor Therapy.

IF 10 1区 医学 Q1 ONCOLOGY
Mamta Gupta, Hoon Choi, Samantha B Kemp, Emma E Furth, Stephen Pickup, Cynthia Clendenin, Margo Orlen, Mark Rosen, Fang Liu, Quy Cao, Ben Z Stanger, Rong Zhou
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引用次数: 0

Abstract

Purpose: 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 promising new treatment 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 (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 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 immunohistochemistry (IHC) analyses.

Results: Significant increase of tumor apparent diffusion coefficient (a DWI metric) was detected as early as 48h and persisted to Day7 after 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 DCE 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 response to KRASi treatment and sets the stage for testing the utility of these clinically ready MRI methods in patients receiving KRASi therapy.

多尺度MRI捕获胰腺癌对KRAS抑制剂治疗的早期反应和获得性耐药。
目的: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)是一种很有前景的新治疗方法,因此能够评估早期反应、检测耐药性和/或预测延长生存期的临床工具是了解KRASi临床生物学的必要条件。我们假设弥散加权MRI (DWI)可以检测细胞死亡,而动态对比增强MRI (DCE)和磁化传递比(MTR)成像对肿瘤微环境变化敏感,这些指标有助于了解KRASi治疗诱导的肿瘤大小变化。实验设计:包括基因工程小鼠模型(KPC)在内的多个临床前PDAC模型接受了KRASi特异性KRASG12D突变的MRTX1133。免疫组织化学(IHC)分析证实了定量成像标记。结果:KRASi治疗开始后48小时,肿瘤表观扩散系数(DWI指标)显著升高,并持续至第7天,且与细胞死亡和细胞结构降低密切相关,使治疗小鼠的中位生存期大大延长。毛细血管灌注/通透性(DCE指标)与微血管密度呈反比关系。KRASG12C与KRASG12D肿瘤对MRTX1133的不同反应被MRI指标与免疫组化证实。当肿瘤对MRTX1133产生耐药性时,成像标记值与应答肿瘤的值相反。结论: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,并为在接受KRASi治疗的患者中测试这些临床准备好的MRI方法的实用性奠定了基础。
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来源期刊
Clinical Cancer Research
Clinical Cancer Research 医学-肿瘤学
CiteScore
20.10
自引率
1.70%
发文量
1207
审稿时长
2.1 months
期刊介绍: Clinical Cancer Research is a journal focusing on groundbreaking research in cancer, specifically in the areas where the laboratory and the clinic intersect. Our primary interest lies in clinical trials that investigate novel treatments, accompanied by research on pharmacology, molecular alterations, and biomarkers that can predict response or resistance to these treatments. Furthermore, we prioritize laboratory and animal studies that explore new drugs and targeted agents with the potential to advance to clinical trials. We also encourage research on targetable mechanisms of cancer development, progression, and metastasis.
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