3D Cell Culture-Based Global miRNA Expression Analysis Reveals miR-142-5p as a Theranostic Biomarker of Rectal Cancer Following Neoadjuvant Long-Course Treatment

被引:12
作者
Kunigenas, Linas [1 ,2 ]
Stankevicius, Vaidotas [1 ,3 ]
Dulskas, Audrius [1 ,4 ,5 ]
Budginaite, Elzbieta [1 ]
Alzbutas, Gediminas [6 ,7 ]
Stratilatovas, Eugenijus [1 ,4 ]
Cordes, Nils [8 ,9 ,10 ,11 ,12 ]
Suziedelis, Kestutis [1 ,2 ]
机构
[1] Natl Canc Inst, LT-08660 Vilnius, Lithuania
[2] Vilnius Univ, Life Sci Ctr, Inst Biosci, LT-08412 Vilnius, Lithuania
[3] Vilnius Univ, Life Sci Ctr, Inst Biotechnol, LT-08412 Vilnius, Lithuania
[4] Vilnius Univ, Fac Med, Inst Clin Med, LT-08406 Vilnius, Lithuania
[5] Univ Appl Sci, Fac Hlth Care, LT-08303 Vilnius, Lithuania
[6] Thermo Fisher Sci, LT-02241 Vilnius, Lithuania
[7] Vilnius Univ, Fac Math & Informat, Inst Informat, LT-08303 Vilnius, Lithuania
[8] Tech Univ, Fac Med, OncoRay Natl Ctr Radiat Res Oncol, D-01307 Dresden, Germany
[9] Tech Univ, Univ Hosp Carl Gustav Carus, Dept Radiat Oncol, D-01307 Dresden, Germany
[10] Helmholtz Zentrum Dresden Rossendorf, Inst Radiooncol OncoRay, D-01328 Dresden, Germany
[11] German Canc Consortium DKTK, Partner Site Dresden, D-69192 Heidelberg, Germany
[12] German Canc Res Ctr, D-69192 Heidelberg, Germany
关键词
colorectal carcinoma; rectal cancer; 3D cell culture; miRNA; tumor microenvironment; cell adhesion; cancer biomarkers; neoadjuvant therapy; miR-142; COLORECTAL-CANCER; EXTRACELLULAR-MATRIX; MICRORNA; PROMOTES; PATHWAYS; MICROENVIRONMENT; METASTASIS; TRANSITION; WEBGESTALT; DIAGNOSIS;
D O I
10.3390/biom10040613
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Altered expression of miRNAs in tumor tissue encourages the translation of this specific molecular pattern into clinical practice. However, the establishment of a selective biomarker signature for many tumor types remains an inextricable challenge. For this purpose, a preclinical experimental design, which could maintain a fast and sensitive discovery of potential biomarkers, is in demand. The present study suggests that the approach of 3D cell cultures as a preclinical cancer model that is characterized to mimic a natural tumor environment maintained in solid tumors could successfully be employed for the biomarker discovery and validation. Subsequently, in this study, we investigated an environment-dependent miRNA expression changes in colorectal adenocarcinoma DLD1 and HT29 cell lines using next-generation sequencing (NGS) technology. We detected a subset of 16 miRNAs differentially expressed in both cell lines cultivated in multicellular spheroids compared to expression levels in cells grown in 2D. Furthermore, results of in silico miRNA target analysis showed that miRNAs, which were differentially expressed in both cell lines grown in MCS, are involved in the regulation of molecular mechanisms implicated in cell adhesion, cell-ECM interaction, and gap junction pathways. In addition, integrins and platelet-derived growth factor receptors were determined to be the most significant target genes of deregulated miRNAs, which was concordant with the environment-dependent gene expression changes validated by RT-qPCR. Our results revealed that 3D microenvironment-dependent deregulation of miRNA expression in CRC cells potentially triggers essential molecular mechanisms predominantly including the regulation of cell adhesion, cell-cell, and cell-ECM interactions important in CRC initiation and development. Finally, we demonstrated increased levels of selected miR-142-5p in rectum tumor tissue samples after neoadjuvant long course treatment compared to miR-142-5p expression levels in tumor biopsy samples collected before the therapy. Remarkably, the elevation of miR-142-5p expression remained in tumor samples compared to adjacent normal rectum tissue as well. Therefore, the current study provides valuable insights into the molecular miRNA machinery of CRC and proposes a potential miRNA signature for the assessment of CRC in further clinical research.
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页数:19
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