PO.BCS01.01 · 生物信息与计算

RAS(ON)多重选择性抑制重塑胰腺癌中的癌相关成纤维细胞亚型和细胞外基质

RAS(ON) multi-selective inhibition remodels cancer-associated fibroblast subtypes and extracellular matrix in pancreatic cancer

海报缩略图:RAS(ON)多重选择性抑制重塑胰腺癌中的癌相关成纤维细胞亚型和细胞外基质
编号 51 展板 13 时间 4/19 02:00–05:00 区域 Section 3 主讲 Lorenzo Tomassoni, PhD
分会场 Application of Bioinformatics to Cancer Biology 1
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作者与单位 Authors & Affiliations

Lorenzo Tomassoni1, Allison C. Hess1, Kevin Munoz Forti2, Hun Jin Jeong3, Deanna J. Besart1, Tanner C. Dalton1, Urszula N. Wasko1, Carmine F. Palermo1, Stephen A. Sastra1, Chang H. Lee4, Andrea Califano1, Simon Schworer2, Marie C. Hasselluhn1, Kenneth P. Olive1

1Columbia University Irving Medical Center, New York, NY,2University of Chicago, Chicago, IL,3University of Maryland Eastern Shore, Princess Anne, MD,4Columbia University, New York, NY

摘要 Abstract

中文摘要
致癌性KRAS突变发生于超过90%的胰腺导管腺癌(PDAC)中,是恶性转化和肿瘤进展的主要驱动因素。恶性上皮细胞中持续的KRAS信号传导协调了一个旁分泌相互作用网络,该网络决定了肿瘤微环境(TME)的细胞和细胞外组成。在TME中,癌相关成纤维细胞(CAF)对KRAS依赖性旁分泌信号尤为敏感,其中包括音猬因子(SHH)——一种由恶性上皮细胞过表达并分泌的配体,从而驱动癌相关肌成纤维细胞的增殖。RMC-7977是一种RAS(ON)多重选择性抑制剂,可抑制GTP结合态的RAS蛋白,包括KRAS、NRAS和HRAS的野生型和突变型变体。它在PDAC临床前模型中显示出广泛的抗肿瘤活性,使KrasLSL.G12D/+;Trp53LSL.R172H/+;Pdx1-cretg/+(KPC)小鼠模型的总生存期延长了3倍以上。KPC小鼠模型重现了患者中观察到的促纤维增生反应,从而能够评估KRAS抑制对基质组成和功能的影响。为研究RAS抑制在PDAC中的影响,我们在多个时间点对经RMC-7977处理的KPC肿瘤进行了单细胞RNA测序(scRNA-seq)。经过一周的RMC-7977处理后,KPC肿瘤中占主导地位的CAF亚型从肌成纤维细胞性CAF(myCAF)转变为炎症性CAF(iCAF)。这一观察结果通过肿瘤切片的共免疫荧光得到验证,结果显示(PDPN+、alphaSMA+)myCAF的丰度和增殖减少,而(PDPN+、IL6+)iCAF的丰度增加。在人和小鼠PDAC离体外植体中也观察到类似的效应。机制研究表明,该表型是由响应RAS抑制而下调的SHH配体表达所介导的。我们还利用scRNA-seq数据评估了CAF亚型对PDAC中细胞外基质(ECM)生成、调控和降解的贡献。我们发现myCAF和iCAF在ECM调控中既有重叠又有各自不同的作用,且这些作用受RMC-7977处理的影响存在差异。因此,泛RAS-GTP抑制通过影响CAF亚型分布以及改变CAF对基质的组成和调控,间接重塑了ECM组成。相应地,对KPC肿瘤和人外植体的纳米压痕测量证实,RMC-7977处理后模量(衡量肿瘤硬度的指标)显著降低。总之,我们报道RMC-7977通过KRAS-SHH轴将以myCAF为主的CAF格局转变为富含iCAF的TME,并通过ECM重塑改变TME组成、降低肿瘤硬度。未来研究将探讨这些发现对药物递送、肿瘤侵袭性和肿瘤分化状态的影响。
查看英文原文 English abstract
Oncogenic KRAS mutations occur in >90% of pancreatic ductal adenocarcinomas (PDACs) and are the principal drivers of malignant transformation and tumor progression. Sustained KRAS signaling in malignant epithelial cells orchestrates a network of paracrine interactions that define the cellular and extracellular composition of the tumor microenvironment (TME). In the TME, cancer-associated fibroblasts (CAFs) are particularly responsive to KRAS-dependent paracrine signals, including Sonic Hedgehog (SHH), a ligand that is overexpressed and secreted from malignant epithelial cells, thereby driving the proliferation of cancer-associated myofibroblasts. RMC-7977 is a RAS(ON) multi-selective inhibitor that inhibits GTP-bound RAS proteins, including wild type and mutant variants of KRAS, NRAS, and HRAS. It showed broad anti-tumor activity in PDAC preclinical models, extending overall survival of the KrasLSL.G12D/+ ;Trp53LSL.R172H/+ ;Pdx1-cretg/+ (KPC) mouse model by more than 3-fold. The KPC mouse model recapitulates the desmoplasia observed in patients, allowing the assessment of KRAS inhibition on stromal composition and function. To study the impact of RAS inhibition in PDAC, we did single cell RNA sequencing (scRNA-seq) on KPC tumors treated with RMC-7977 at multiple timepoints. After a week of RMC-7977 treatment, the dominant CAF subtype in KPC tumors shifted from myofibroblastic CAFs (myCAFs) to inflammatory CAFs (iCAFs). This observation was validated by co-immunofluorescence on tumor sections, which indicated that (PDPN+ , alphaSMA+ ) myCAFs showed decreased abundance and proliferation whereas (PDPN+ , IL6+ ) iCAF abundance increased. Similar effects were observed ex vivo in human and murine PDAC explants. Mechanistic studies showed that this phenotype was mediated by a downregulation of SHH ligand expression in response to RAS inhibition. We also used the scRNA-seq data to assess the contribution of CAF subtypes to the generation, regulation, and degradation of the extracellular matrix (ECM) in PDAC. We found that myCAFs and iCAFs have both overlapping and distinct roles in the regulation of the ECM and that these were differentially impacted by RMC-7977 treatment. Thus, pan-RAS-GTP inhibition indirectly remodeled ECM composition both by impact CAF subtype distribution and by altering matrix composition and regulation by CAFs. Accordingly, nanoindentation measurements on KPC tumors and human explants confirmed a significant decrease in modulus (a measurement for tumor stiffness) after RMC-7977 treatment. In summary, we report that RMC-7977 switches the myCAF-dominant CAF landscape towards an iCAF-enriched TME through the KRAS-SHH axis and this alters TME composition and reduces tumor stiffness through ECM remodeling. Future studies will examine the impact of these finding on drug delivery, tumor invasiveness, tumor differentiation state.
利益披露 Disclosure
L. Tomassoni, DarwinHealth Inc., Other, Employee of the company that has licensed some of the algorithms used in this work.. A. C. Hess, None.. H. Jeong, None.. D. J. Besart, None.. T. C. Dalton, None. U. N. Wasko, Revolution Medicines Employment. C. F. Palermo, None.. S. A. Sastra, None.. C. H. Lee, None. A. Califano, DarwinHealth Inc Other, Founder, equity holder and consultant of the company that has licensed some of the algorithms used in this work. S. Schworer, None.. M. C. Hasselluhn, None. K. P. Olive, Revolution Medicines Other, Sponsored Research Agreement.

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