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
  • [21] Schwann cells regulate tumor cells and cancer-associated fibroblasts in the pancreatic ductal adenocarcinoma microenvironment
    Xue, Meilin
    Zhu, Youwei
    Jiang, Yongsheng
    Han, Lijie
    Shi, Minmin
    Su, Rui
    Wang, Liwen
    Xiong, Cheng
    Wang, Chaofu
    Wang, Ting
    Deng, Shijie
    Wu, Dong
    Cao, Yizhi
    Dong, Lei
    Bai, Fan
    Zhao, Shulin
    Deng, Xiaxing
    Peng, Chenghong
    Li, Hongwei
    Chen, Jianjun
    Shen, Baiyong
    Jiang, Lingxi
    Chen, Hao
    NATURE COMMUNICATIONS, 2023, 14 (01)
  • [22] Comprehensive analysis of prognostic immune-related genes associated with the tumor microenvironment of pancreatic ductal adenocarcinoma
    Yan, Shibai
    Fang, Juntao
    Zhu, Yuanqiang
    Xie, Yong
    Fang, Feng
    ONCOLOGY LETTERS, 2020, 20 (06)
  • [23] Kallikrein-Related Peptidase 6 Is Associated with the Tumour Microenvironment of Pancreatic Ductal Adenocarcinoma
    Candido, Juliana B.
    Maiques, Oscar
    Boxberg, Melanie
    Kast, Verena
    Peerani, Eleonora
    Tomas-Bort, Elena
    Weichert, Wilko
    Sananes, Amiram
    Papo, Niv
    Magdolen, Viktor
    Sanz-Moreno, Victoria
    Loessner, Daniela
    CANCERS, 2021, 13 (16)
  • [24] The hepatic microenvironment essentially determines tumor cell dormancy and metastatic outgrowth of pancreatic ductal adenocarcinoma
    Lenk, Lennart
    Pein, Maren
    Will, Olga
    Gomez, Beatriz
    Viol, Fabrice
    Hauser, Charlotte
    Egberts, Jan-Hendrik
    Gundlach, Jan-Paul
    Helm, Ole
    Tiwari, Sanjay
    Weiskirchen, Ralf
    Rose-John, Stefan
    Roecken, Christoph
    Mikulits, Wolfgang
    Wenzel, Patrick
    Schneiderk, Guenter
    Saur, Dieter
    Schaefer, Heiner
    Sebens, Susanne
    ONCOIMMUNOLOGY, 2018, 7 (01):
  • [25] 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
  • [26] 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
  • [27] 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)
  • [28] 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)
  • [29] 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
  • [30] 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)