Dysregulated miRNAs modulate tumor microenvironment associated signaling networks in pancreatic ductal adenocarcinoma

被引:4
|
作者
Liu, Tiantian [1 ]
Chen, Zhong [1 ]
Chen, Wanqiu [1 ]
Evans, Ryan [2 ]
Xu, Jane [1 ]
Reeves, Mark E. [3 ,4 ]
de Vera, Michael E. [2 ]
Wang, Charles [1 ,5 ]
机构
[1] Loma Linda Univ, Ctr Genom, Sch Med, Loma Linda, CA 92350 USA
[2] Loma Linda Univ, Transplant Inst, Loma Linda, CA 92350 USA
[3] Loma Linda Univ, Canc Ctr, Loma Linda, CA 92350 USA
[4] Loma Linda Univ, Sch Med, Loma Linda, CA 92350 USA
[5] Loma Linda Univ, Sch Med, Dept Basic Sci, Loma Linda, CA 92350 USA
基金
美国国家卫生研究院;
关键词
pancreatic cancer; RNA-seq; miRNA-seq; tumor microenvironment; single-cell RNA-sequencing; CANCER-CELLS; MICRORNAS; STROMA; PROGRESSION; RNA;
D O I
10.1093/pcmedi/pbad004
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
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. This study revealed that miRNAs were involved in regulating extracellular matrix (ECM) remodeling, cell-ECM communication, epithelial-mesenchymal transition, as well as immunosuppression orchestrated by different cellular components of TME. The findings could assist the development of miRNA based stromal targeting biomarkers or therapy for PDAC patients.
引用
收藏
页数:11
相关论文
共 50 条
  • [41] The coagulation-related genes for prognosis and tumor microenvironment in pancreatic ductal adenocarcinoma
    Di Wang
    Song-ping Cui
    Qing Chen
    Zhang-yong Ren
    Shao-cheng Lyu
    Xin Zhao
    Ren Lang
    BMC Cancer, 23
  • [42] The coagulation-related genes for prognosis and tumor microenvironment in pancreatic ductal adenocarcinoma
    Wang, Di
    Cui, Song-ping
    Chen, Qing
    Ren, Zhang-yong
    Lyu, Shao-cheng
    Zhao, Xin
    Lang, Ren
    BMC CANCER, 2023, 23 (01)
  • [43] Mast Cells in Tumor Microenvironment Promotes the In Vivo Growth of Pancreatic Ductal Adenocarcinoma
    Chang, David Z.
    Ma, Ying
    Ji, Baoan
    Wang, Huamin
    Deng, Defeng
    Liu, Yan
    Abbruzzese, James L.
    Liu, Yong-jun
    Logsdon, Craig D.
    Hwu, Patrick
    CLINICAL CANCER RESEARCH, 2011, 17 (22) : 7015 - 7023
  • [44] Mast cells in the tumor microenvironment are essential for the tumorigenesis of pancreatic ductal adenocarcinoma (PDAC)
    Ma, Ying
    Ji, Baoan
    Wang, Huamin
    Liu, Yan
    Deng, Defeng
    McQuade, Jennifer
    Overwijk, Willem
    Lizee, Gregory
    Abbruzzese, James
    Liu, Yong-Jun
    Hwu, Patrick
    Logsdon, Craig
    Ulrich, Stephen
    Chang, David
    CANCER RESEARCH, 2009, 69
  • [45] Prognostic value of immune factors in the tumor microenvironment of patients with pancreatic ductal adenocarcinoma
    Sachie Kiryu
    Zensho Ito
    Machi Suka
    Tsuuse Bito
    Shin Kan
    Kan Uchiyama
    Masayuki Saruta
    Taigo Hata
    Yuki Takano
    Shuichi Fujioka
    Takeyuki Misawa
    Takashi Yamauchi
    Hiroyuki Yanagisawa
    Nobuhiro Sato
    Toshifumi Ohkusa
    Haruo Sugiyama
    Shigeo Koido
    BMC Cancer, 21
  • [46] Targeting Pancreatic Ductal Adenocarcinoma Acidic Microenvironment
    Cruz-Monserrate, Zobeida
    Roland, Christina L.
    Deng, Defeng
    Arumugam, Thiruvengadam
    Moshnikova, Anna
    Andreev, Oleg A.
    Reshetnyak, Yana K.
    Logsdon, Craig D.
    SCIENTIFIC REPORTS, 2014, 4
  • [47] Prognostic value of immune factors in the tumor microenvironment of patients with pancreatic ductal adenocarcinoma
    Kiryu, Sachie
    Ito, Zensho
    Suka, Machi
    Bito, Tsuuse
    Kan, Shin
    Uchiyama, Kan
    Saruta, Masayuki
    Hata, Taigo
    Takano, Yuki
    Fujioka, Shuichi
    Misawa, Takeyuki
    Yamauchi, Takashi
    Yanagisawa, Hiroyuki
    Sato, Nobuhiro
    Ohkusa, Toshifumi
    Sugiyama, Haruo
    Koido, Shigeo
    BMC CANCER, 2021, 21 (01)
  • [48] Pancreatic ductal adenocarcinoma: tumor microenvironment and problems in the development of novel therapeutic strategies
    Kuznetsova, Alla
    Popova, Olga
    Panchenkov, Dmitry
    Dyuzheva, Tatyana
    Ivanov, Alexey
    CLINICAL AND EXPERIMENTAL MEDICINE, 2023, 23 (03) : 619 - 643
  • [49] Targeted Therapy for Highly Desmoplastic and Immunosuppressive Tumor Microenvironment of Pancreatic Ductal Adenocarcinoma
    Olaoba, Olamide T.
    Yang, Ming
    Adelusi, Temitope I.
    Maidens, Tessa
    Kimchi, Eric T.
    Staveley-O'Carroll, Kevin F.
    Li, Guangfu
    CANCERS, 2024, 16 (08)
  • [50] The interleukin-1 axis and the tumor immune microenvironment in pancreatic ductal adenocarcinoma
    Herremans, Kelly M.
    Szymkiewicz, Dominique D.
    Riner, Andrea N.
    Bohan, Riley P.
    Tushoski, Gerik W.
    Davidson, Aaron M.
    Lou, XiangYang
    Leong, Man Chong
    Dean, Bayli DiVita
    Gerber, Michael
    Underwood, Patrick W.
    Han, Song
    Hughes, Steven J.
    NEOPLASIA, 2022, 28