Single-cell and spatial transcriptomics reveal the interaction between PRRX2-driven epithelial cells and SPP1+ macrophages in mediating gemcitabine resistance in pancreatic ductal adenocarcinoma

吉西他滨 胰腺导管腺癌 转录组 医学 癌症研究 多重耐药 腺癌 肿瘤科 抗药性 胰腺癌 内科学 胰腺癌 阴性治疗反应 下调和上调 细胞 基因 生物信息学 小RNA 生物
作者
Jingmei Liu,Zhilong Li,Guanhua Liu,Zhihua Pei,W. G. Liu,Wenhui Yang,F Li,Lijuan Huo
出处
期刊:Chinese Medical Journal [Lippincott Williams & Wilkins]
被引量:1
标识
DOI:10.1097/cm9.0000000000003966
摘要

BACKGROUND: The development of gemcitabine resistance significantly diminishes treatment efficacy and worsens prognosis in patients with pancreatic ductal adenocarcinoma (PDAC). A comprehensive understanding of the molecular and cellular mechanisms driving gemcitabine resistance is thus essential for optimizing treatment strategies and improving survival outcomes in PDAC. METHODS: An integrated analysis of bulk RNA sequencing (RNA-seq), single-cell RNA sequencing (scRNA-seq), and spatial transcriptomics was performed to elucidate the molecular mechanisms of gemcitabine resistance. Tumor-associated epithelial and myeloid cell subsets were identified, and their interactions were characterized using clustering, pseudotime analysis, and cell-to-cell communication networks. Findings were validated through molecular and cellular experiments in PDAC cell lines, as well as multicolor immunofluorescence staining in clinical cohort samples. RESULTS: The findings revealed that PRRX2+ epithelial cells (EC) and SPP1+ tumor-associated macrophages (TAM) were enriched in gemcitabine-resistant samples, with robust cell-to-cell communication observed between these two populations. PRRX2+ EC cells and SPP1+ TAM cells interacted through the TGFB1/TGFBR2 axis, promoting epithelial-mesenchymal transition (EMT) and extracellular matrix (ECM) remodeling, thereby contributing to drug resistance. The transcription factor PRRX2 was identified as a central regulator of this resistance mechanism, amplifying TGF-β signaling through TGFB1 to induce EMT and activating Fibronectin 1 to remodel the ECM, thereby enhancing an immunosuppressive tumor microenvironment. Furthermore, experimental downregulation of PRRX2 in pancreatic cancer cell lines resulted in reduced tumor cell migration. High expression levels of PRRX2+EC/SPP1+TAM were associated with poor prognosis and may indicate susceptibility to Dasatinib and antibody-drug conjugates (ADCs) targeting TROP2, MUC1, and CEACAM5. CONCLUSIONS: The results revealed the critical role of PRRX2+EC/SPP1+TAM cell communication in mediating gemcitabine resistance in PDAC. These findings provide new insights into potential therapeutic strategies, highlighting the importance of targeting the PRRX2+EC/SPP1+TAM axis and supporting the use of multidrug regimens to overcome resistance and improve patient outcomes in PDAC.
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