对患者来源异种移植物的基因组分析揭示PDAC的新型分子亚群及其与临床特征的关联

Pancreatic ductal adenocarcinoma (PDAC) is a dismal disease with limited therapeutic options. We have established a large-scale RNA-seq dataset comprised of >120 PDAC patient-derived xenograft (PDX) models and >300 bulk RNA-seq specimens (when counting biological replicates). This cohort includes diverse PDAC clinical manifestations, such as patients with particularly low survival (<8 weeks) that are under-represented in other large-scale efforts (e.g. TCGA). Our analysis identified two transcriptional programs with a highly heterogeneous expression among the basal-like models: a unique partial-Epithelial-to-Mesenchymal program (Basal-Mesenchymal) and an epithelial senescence-associated program (Basal-EpiSen), reminiscent of the pan-cancer epithelial senescence-associated program that we recently described in other epithelial malignancies. Notably, high expression of the Basal- Mesenchymal program is strongly associated with low-survival and with models established from patient's tumors at terminal stage. Next, we compared representative Basal- Mesenchymal and Basal-EpiSen PDAC cell lines across the comprehensive Cancer Cell Line Encyclopedia (CCLE) drug response dataset. Our initial results show differential drug sensitivity and gene dependencies between the Basal- Mesenchymal and Basal-EpiSen subsets, highlighting their potential clinical significance. We show that the Basal-like subtype diverges into two distinct clinically-relevant subsets. Taken together, our work provides an unprecedented resource towards improving PDAC molecular classification, an essential step for PDAC precision medicine.