Abstract A089: Quantitative MRI metrics and single cell transcriptome reveal effects of stroma-directed drug and chemotherapy in a GEM model of pancreatic cancer
Authors: Choi Hoon , Gupta Mamta , Karasic Thomas , Joaquim Miguel , Furth Emma , Pickup Stephen , Clendenin Cynthia , Song Hee Kwon , Fan Yong , Duda Jeffrey , Gee James , Rosen Mark , O’Dwyer Peter , Zhou Rong 
Published: January 2024

Abstract
Hypothesis: The dense stroma present in pancreatic ductal adenocarcinoma (PDA) harbors a unique tumor microenvironment (TME) that is immune suppressive and underlies the chemo-resistance of PDA. We have evaluated synthetic vitamin D combined with chemoimmunotherapy in a pilot clinical study (NCT03519308). To elucidate the underlying mechanisms of this treatment, we designed a matched study in a genetically engineered mouse model of PDA (KPC mice) to test the hypothesis that synthetic vitamin D enhances the effect of chemotherapy with or without immune checkpoint inhibition. To detect changes in TME, we have integrated diffusion weighted (DW) and dynamic contrast enhanced (DCE) MRI with immunohistochemistry (IHC) and single cell RNA sequencing (scRNAseq). Methods: KPC mice were randomly assigned to one of four groups: 1) Control (untreated); 2) Nab-paclitaxel + gemcitabine + cisplatin (Chemo); 3) Chemo + synthetic vitamin D (calcipotriol, Cal); 4) Chemo + Cal + PD-L1. The treatment lasted for 14 days followed by euthanasia and tumor collection for IHC and scRNAseq. Respiratory motion-robust DW- and DCE-MRI were performed on treatment days 0, 7 and 14. Results: Compared to consistent tumor growth (measured by MRI) in the Control group, both progression and regression were observed in groups 2) - 4), suggesting that the KPC model captured the varied treatment responses observed in the clinic. Capillary perfusion/permeability of the tumor measured by Ktrans (a DCE-MRI metric) was reduced at day 7 in the Chemo group (P&lt;0.05), whereas Chemo+Cal reversed the reduction of Ktrans. Chemo-induced Ktrans reduction was corroborated with a significant reduction of microvascular density by IHC of CD31 compared to the Control. Addition of PD-L1 did not appear to enhance the tumor growth delay by Chemo+Cal. scRNAseq analysis revealed that while Chemo significantly delayed the tumor growth compared to the Control, it increased the portion of mesenchymal cells in the tumor and upregulated epithelial-to-mesenchymal transition (EMT) genes known to resist chemotherapy. In contrast, Chemo+Cal increased the fraction of epithelial cells and downregulated EMT genes compared to Chemo. Trasncriptome analysis of the tumor cells demonstrated that Chemo treatment increased the expression of Fibronectin 1 (FN1), a gene associated with tumor invasiveness, EMT, and metastasis, while lowering the expression of Trefoil Factor Family1 (Tff1), which is related to tumor-suppression and chemosensitivity. Chemo+Cal treatment reversed the expression of both FN1 and Tff1 gene compared to Chemo treatment. Conclusion: Single cell transcriptome analysis provided valuable insights into treatment-induced molecular subtype changes, which may predict future resistance and invasiveness. Our study revealed important mechanisms of calcipotriol that enhance the efficacy of chemotherapy by improving microvascular perfusion and permeability and by reducing chemo-resistance by enriching epithelial cells in PDA tumors.
Citation Format: Hoon Choi, Mamta Gupta, Thomas Karasic, Miguel Joaquim, Emma Furth, Stephen Pickup, Cynthia Clendenin, Hee Kwon Song, Yong Fan, Jeffrey Duda, James Gee, Mark Rosen, Peter O’Dwyer, Rong Zhou. Quantitative MRI metrics and single cell transcriptome reveal effects of stroma-directed drug and chemotherapy in a GEM model of pancreatic cancer [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Pancreatic Cancer; 2023 Sep 27-30; Boston, Massachusetts. Philadelphia (PA): AACR; Cancer Res 2024;84(2 Suppl):Abstract nr A089.