Liu Tiantian, Chen Zhong, Chen Wanqiu, Evans Ryan, Xu Jane, Reeves Mark E, de Vera Michael E, Wang Charles
Center for Genomics, School of Medicine, Loma Linda University, Loma Linda, CA 92350, USA.
Transplant Institute, Loma Linda University, Loma Linda, CA 92350, USA.
Precis Clin Med. 2023 Mar 10;6(1):pbad004. doi: 10.1093/pcmedi/pbad004. eCollection 2023 Mar.
The desmoplastic and complex tumor microenvironment of pancreatic ductal adenocarcinoma (PDAC) has presented tremendous challenges for developing effective therapeutic strategies. Strategies targeting tumor stroma, albeit with great potential, have met with limited success due to the lack of knowledge on the molecular dynamics within the tumor microenvironment (TME). In pursuit of a better understanding of the influence of miRNAs on TME reprogramming and to explore circulating miRNAs as diagnostic and prognostic biomarkers for PDAC, using RNA-seq, miRNA-seq, and single-cell RNA-seq (scRNA-seq), we investigated the dysregulated signaling pathways in PDAC TME modulated by miRNAs from plasma and tumor tissue. Our bulk RNA-seq in PDAC tumor tissue identified 1445 significantly differentially expressed genes with extracellular matrix and structure organization as the top enriched pathways. Our miRNA-seq identified 322 and 49 abnormally expressed miRNAs in PDAC patient plasma and tumor tissue, respectively. We found many of the TME signaling pathways were targeted by those dysregulated miRNAs in PDAC plasma. Combined with scRNA-seq from patient PDAC tumor, our results revealed that these dysregulated miRNAs were closely associated with extracellular matrix (ECM) remodeling, cell-ECM communication, epithelial-mesenchymal transition, as well as immunosuppression orchestrated by different cellular components of TME. The findings of this study could assist the development of miRNA-based stromal targeting biomarkers or therapy for PDAC patients.
胰腺导管腺癌(PDAC)的促结缔组织增生性和复杂肿瘤微环境给开发有效的治疗策略带来了巨大挑战。尽管靶向肿瘤基质的策略具有巨大潜力,但由于对肿瘤微环境(TME)内分子动力学的了解不足,这些策略取得的成功有限。为了更好地理解微小RNA(miRNA)对TME重编程的影响,并探索循环miRNA作为PDAC的诊断和预后生物标志物,我们使用RNA测序、miRNA测序和单细胞RNA测序(scRNA-seq),研究了来自血浆和肿瘤组织的miRNA调控的PDAC TME中失调的信号通路。我们对PDAC肿瘤组织进行的全转录组RNA测序确定了1445个显著差异表达的基因,其中细胞外基质和结构组织是最富集的通路。我们的miRNA测序分别在PDAC患者血浆和肿瘤组织中鉴定出322个和49个异常表达的miRNA。我们发现PDAC血浆中许多TME信号通路都被那些失调的miRNA靶向。结合来自患者PDAC肿瘤的scRNA-seq,我们的结果表明,这些失调的miRNA与细胞外基质(ECM)重塑、细胞-ECM通讯、上皮-间质转化以及由TME不同细胞成分精心编排的免疫抑制密切相关。本研究结果有助于开发基于miRNA的基质靶向生物标志物或为PDAC患者提供治疗。