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

被引:6
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 44 条
[1]   MicroRNAs: Genomics, biogenesis, mechanism, and function (Reprinted from Cell, vol 116, pg 281-297, 2004) [J].
Bartel, David P. .
CELL, 2007, 131 (04) :11-29
[2]   Beyond just a tight fortress: contribution of stroma to epithelial-mesenchymal transition in pancreatic cancer [J].
Bulle, Ashenafi ;
Lim, Kian-Huat .
SIGNAL TRANSDUCTION AND TARGETED THERAPY, 2020, 5 (01)
[3]   KRAS Oncogenic Signaling Extends beyond Cancer Cells to Orchestrate the Microenvironment [J].
Carvalho, Patricia Dias ;
Guimaraes, Carlos F. ;
Cardoso, Ana P. ;
Mendonca, Susana ;
Costa, Angela M. ;
Oliveira, Maria J. ;
Velho, Sergia .
CANCER RESEARCH, 2018, 78 (01) :7-14
[4]   Single Cell RNA-Seq Identifies Immune-Related Prognostic Model and Key Signature-SPP1 in Pancreatic Ductal Adenocarcinoma [J].
Chen, Kai ;
Wang, Qi ;
Liu, Xinxin ;
Wang, Feng ;
Ma, Yongsu ;
Zhang, Shupeng ;
Shao, Zhijiang ;
Yang, Yinmo ;
Tian, Xiaodong .
GENES, 2022, 13 (10)
[5]   Comparison of tumour and serum specific microRNA changes dissecting their role in pancreatic ductal adenocarcinoma: a meta-analysis [J].
Chhatriya, Bishnupriya ;
Mukherjee, Moumita ;
Ray, Sukanta ;
Sarkar, Piyali ;
Chatterjee, Shatakshee ;
Nath, Debashis ;
Das, Kshaunish ;
Goswami, Srikanta .
BMC CANCER, 2019, 19 (01)
[6]   miRNAs in pancreatic cancer: Therapeutic potential, delivery challenges and strategies [J].
Chitkara, Deepak ;
Mittal, Anupama ;
Mahato, Ram I. .
ADVANCED DRUG DELIVERY REVIEWS, 2015, 81 :34-52
[7]   Circulating MicroRNAs in Cancer: Potential and Challenge [J].
Cui, Mengying ;
Wang, Hongdan ;
Yao, Xiaoxiao ;
Zhang, Dan ;
Xie, Yingjun ;
Cui, Ranji ;
Zhang, Xuewen .
FRONTIERS IN GENETICS, 2019, 10
[8]   Micro environmental control of gene expression: Implications for tumor angiogenesis, progression, and metastasis [J].
Dachs, GU ;
Chaplin, DJ .
SEMINARS IN RADIATION ONCOLOGY, 1998, 8 (03) :208-216
[9]   Spatially confined sub-tumor microenvironments in pancreatic cancer [J].
Grunwald, Barbara T. ;
Devisme, Antoine ;
Andrieux, Geoffroy ;
Vyas, Foram ;
Aliar, Kazeera ;
McCloskey, Curtis W. ;
Macklin, Andrew ;
Jang, Gun Ho ;
Denroche, Robert ;
Romero, Joan Miguel ;
Bavi, Prashant ;
Bronsert, Peter ;
Notta, Faiyaz ;
O'Kane, Grainne ;
Wilson, Julie ;
Knox, Jennifer ;
Tamblyn, Laura ;
Udaskin, Molly ;
Radulovich, Nikolina ;
Fischer, Sandra E. ;
Boerries, Melanie ;
Gallinger, Steven ;
Kislinger, Thomas ;
Khokha, Rama .
CELL, 2021, 184 (22) :5577-+
[10]   MiR-126 Acts as a Tumor Suppressor in Pancreatic Cancer Cells via the Regulation of ADAM9 [J].
Hamada, Shin ;
Satoh, Kennichi ;
Fujibuchi, Wataru ;
Hirota, Morihisa ;
Kanno, Atsushi ;
Unno, Jun ;
Masamune, Atsushi ;
Kikuta, Kazuhiro ;
Kume, Kiyoshi ;
Shimosegawa, Tooru .
MOLECULAR CANCER RESEARCH, 2012, 10 (01) :3-10