3D Cell Culture-Based Global miRNA Expression Analysis Reveals miR-142-5p as a Theranostic Biomarker of Rectal Cancer Following Neoadjuvant Long-Course Treatment
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...
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Veröffentlicht in: | Biomolecules (Basel, Switzerland) Switzerland), 2020-04, Vol.10 (4), p.613, Article 613 |
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creator | Kunigenas, Linas Stankevicius, Vaidotas Dulskas, Audrius Budginaite, Elzbieta Alzbutas, Gediminas Stratilatovas, Eugenijus Cordes, Nils Suziedelis, Kestutis |
description | 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. |
doi_str_mv | 10.3390/biom10040613 |
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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.</description><identifier>ISSN: 2218-273X</identifier><identifier>EISSN: 2218-273X</identifier><identifier>DOI: 10.3390/biom10040613</identifier><identifier>PMID: 32316138</identifier><language>eng</language><publisher>BASEL: Mdpi</publisher><subject>3D cell culture ; Adenocarcinoma ; Aged ; Aged, 80 and over ; Analysis ; Biochemistry & Molecular Biology ; Biomarkers ; Biomarkers, Tumor - genetics ; Biomarkers, Tumor - metabolism ; Biopsy ; Care and treatment ; Cell adhesion ; Cell adhesion & migration ; Cell Adhesion - genetics ; Cell culture ; Cell Culture Techniques ; Cell Line, Tumor ; Cell Shape - genetics ; Colorectal cancer ; colorectal carcinoma ; Computer Simulation ; Diagnosis ; Experiments ; Extracellular matrix ; Female ; Gap Junctions - metabolism ; Gene expression ; Gene Expression Profiling ; Gene Expression Regulation, Neoplastic ; Growth factor receptors ; Human cell culture ; Humans ; Integrins ; Life Sciences & Biomedicine ; Male ; Medical prognosis ; Medical research ; Methods ; MicroRNA ; MicroRNAs - genetics ; MicroRNAs - metabolism ; Middle Aged ; miRNA ; Molecular modelling ; Neoadjuvant Therapy ; Next-generation sequencing ; Patients ; Platelet-derived growth factor ; Platelet-derived growth factor receptors ; Precision Medicine ; rectal cancer ; Rectal Neoplasms - diagnosis ; Rectal Neoplasms - drug therapy ; Rectal Neoplasms - genetics ; Rectum ; Reproducibility of Results ; Science & Technology ; Solid tumors ; Spheroids ; Tumor cell lines ; Tumor markers ; tumor microenvironment ; Tumor Microenvironment - genetics ; Up-Regulation - genetics</subject><ispartof>Biomolecules (Basel, Switzerland), 2020-04, Vol.10 (4), p.613, Article 613</ispartof><rights>COPYRIGHT 2020 MDPI AG</rights><rights>2020. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). 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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.</description><subject>3D cell culture</subject><subject>Adenocarcinoma</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Analysis</subject><subject>Biochemistry & Molecular Biology</subject><subject>Biomarkers</subject><subject>Biomarkers, Tumor - genetics</subject><subject>Biomarkers, Tumor - metabolism</subject><subject>Biopsy</subject><subject>Care and treatment</subject><subject>Cell adhesion</subject><subject>Cell adhesion & migration</subject><subject>Cell Adhesion - genetics</subject><subject>Cell culture</subject><subject>Cell Culture Techniques</subject><subject>Cell Line, Tumor</subject><subject>Cell Shape - genetics</subject><subject>Colorectal cancer</subject><subject>colorectal carcinoma</subject><subject>Computer Simulation</subject><subject>Diagnosis</subject><subject>Experiments</subject><subject>Extracellular matrix</subject><subject>Female</subject><subject>Gap Junctions - 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drug therapy</subject><subject>Rectal Neoplasms - genetics</subject><subject>Rectum</subject><subject>Reproducibility of Results</subject><subject>Science & Technology</subject><subject>Solid tumors</subject><subject>Spheroids</subject><subject>Tumor cell lines</subject><subject>Tumor markers</subject><subject>tumor microenvironment</subject><subject>Tumor Microenvironment - genetics</subject><subject>Up-Regulation - genetics</subject><issn>2218-273X</issn><issn>2218-273X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>AOWDO</sourceid><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>DOA</sourceid><recordid>eNqNks1u1DAUhSMEolXpjjWyxBIC_omTeIM0DW2pNCpSNUjsohvnZuohE0_tZEofhzfllilDu8OyZMv-7vGxfZLkteAflDL8Y-P8WnCe8VyoZ8mhlKJMZaG-P380P0iOY1xxaiV1qV4mB0oqQRXlYfJLfWYV9j2rpn6cAqYnELFl571voGdrd3U5Y6c_NwFjdH5gswH6u-giu8ItQh_viVRkMtUbBpEBW1xjgMHH0Vl2QuYg_MDAfEcFdiTFCgZLC2e-7_2tG5bsEj20q2kLw8jmflimlZ9CRLYICOMah_FV8qKjk_D4YTxKvp2dLqov6fzr-UU1m6dW83xMZY6opdG6KdtctlY1ymYZt7qFvFA2Nyh12ZTWgmqNLdoOdIutNpLnRaOzTB0lFzvd1sOq3gRH3u9qD67-s-DDsoZA1-qxRpmBsKJpsk5mhQDoilZLzEE2nTGqJK1PO63N1KyxtXSNAP0T0ac7g7uul35bF1LmvChI4O2DQPA3E8axXtGz0OPHWiojc2M4N_-oJZArN3SexOzaRVvPciV0obnmRL3fUTb4GAN2ex-C1_cpqh-niPA3j73v4b-ZIaDcAbfY-C5ah_Sle4xippXJjMw4F8JUboSRkkO_OoxU-u7_S9Vv-HzkFg</recordid><startdate>20200416</startdate><enddate>20200416</enddate><creator>Kunigenas, Linas</creator><creator>Stankevicius, Vaidotas</creator><creator>Dulskas, Audrius</creator><creator>Budginaite, Elzbieta</creator><creator>Alzbutas, Gediminas</creator><creator>Stratilatovas, Eugenijus</creator><creator>Cordes, Nils</creator><creator>Suziedelis, Kestutis</creator><general>Mdpi</general><general>MDPI AG</general><general>MDPI</general><scope>AOWDO</scope><scope>BLEPL</scope><scope>DTL</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7T5</scope><scope>7TM</scope><scope>7TO</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-2124-8748</orcidid><orcidid>https://orcid.org/0000-0003-3692-8962</orcidid><orcidid>https://orcid.org/0000-0002-9485-3674</orcidid><orcidid>https://orcid.org/0000-0001-5684-629X</orcidid></search><sort><creationdate>20200416</creationdate><title>3D Cell Culture-Based Global miRNA Expression Analysis Reveals miR-142-5p as a Theranostic Biomarker of Rectal Cancer Following Neoadjuvant Long-Course Treatment</title><author>Kunigenas, Linas ; Stankevicius, Vaidotas ; Dulskas, Audrius ; Budginaite, Elzbieta ; Alzbutas, Gediminas ; Stratilatovas, Eugenijus ; Cordes, Nils ; Suziedelis, Kestutis</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c506t-26ee52955b8d62dc3b3c440c5da673c69e258b8cca3d9c7dfa5ded592067b5443</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>3D cell culture</topic><topic>Adenocarcinoma</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Analysis</topic><topic>Biochemistry & Molecular Biology</topic><topic>Biomarkers</topic><topic>Biomarkers, Tumor - genetics</topic><topic>Biomarkers, Tumor - metabolism</topic><topic>Biopsy</topic><topic>Care and treatment</topic><topic>Cell adhesion</topic><topic>Cell adhesion & migration</topic><topic>Cell Adhesion - genetics</topic><topic>Cell culture</topic><topic>Cell Culture Techniques</topic><topic>Cell Line, Tumor</topic><topic>Cell Shape - genetics</topic><topic>Colorectal cancer</topic><topic>colorectal carcinoma</topic><topic>Computer Simulation</topic><topic>Diagnosis</topic><topic>Experiments</topic><topic>Extracellular matrix</topic><topic>Female</topic><topic>Gap Junctions - metabolism</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Gene Expression Regulation, Neoplastic</topic><topic>Growth factor receptors</topic><topic>Human cell culture</topic><topic>Humans</topic><topic>Integrins</topic><topic>Life Sciences & Biomedicine</topic><topic>Male</topic><topic>Medical prognosis</topic><topic>Medical research</topic><topic>Methods</topic><topic>MicroRNA</topic><topic>MicroRNAs - genetics</topic><topic>MicroRNAs - metabolism</topic><topic>Middle Aged</topic><topic>miRNA</topic><topic>Molecular modelling</topic><topic>Neoadjuvant Therapy</topic><topic>Next-generation sequencing</topic><topic>Patients</topic><topic>Platelet-derived growth factor</topic><topic>Platelet-derived growth factor receptors</topic><topic>Precision Medicine</topic><topic>rectal cancer</topic><topic>Rectal Neoplasms - diagnosis</topic><topic>Rectal Neoplasms - drug therapy</topic><topic>Rectal Neoplasms - genetics</topic><topic>Rectum</topic><topic>Reproducibility of Results</topic><topic>Science & Technology</topic><topic>Solid tumors</topic><topic>Spheroids</topic><topic>Tumor cell lines</topic><topic>Tumor markers</topic><topic>tumor microenvironment</topic><topic>Tumor Microenvironment - genetics</topic><topic>Up-Regulation - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kunigenas, Linas</creatorcontrib><creatorcontrib>Stankevicius, Vaidotas</creatorcontrib><creatorcontrib>Dulskas, Audrius</creatorcontrib><creatorcontrib>Budginaite, Elzbieta</creatorcontrib><creatorcontrib>Alzbutas, Gediminas</creatorcontrib><creatorcontrib>Stratilatovas, Eugenijus</creatorcontrib><creatorcontrib>Cordes, Nils</creatorcontrib><creatorcontrib>Suziedelis, Kestutis</creatorcontrib><collection>Web of Science - 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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.</abstract><cop>BASEL</cop><pub>Mdpi</pub><pmid>32316138</pmid><doi>10.3390/biom10040613</doi><tpages>19</tpages><orcidid>https://orcid.org/0000-0002-2124-8748</orcidid><orcidid>https://orcid.org/0000-0003-3692-8962</orcidid><orcidid>https://orcid.org/0000-0002-9485-3674</orcidid><orcidid>https://orcid.org/0000-0001-5684-629X</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2218-273X |
ispartof | Biomolecules (Basel, Switzerland), 2020-04, Vol.10 (4), p.613, Article 613 |
issn | 2218-273X 2218-273X |
language | eng |
recordid | cdi_webofscience_primary_000539492400119 |
source | MEDLINE; DOAJ Directory of Open Access Journals; PubMed Central Open Access; MDPI - Multidisciplinary Digital Publishing Institute; Web of Science - Science Citation Index Expanded - 2020<img src="https://exlibris-pub.s3.amazonaws.com/fromwos-v2.jpg" />; EZB-FREE-00999 freely available EZB journals; PubMed Central |
subjects | 3D cell culture Adenocarcinoma Aged Aged, 80 and over Analysis Biochemistry & Molecular Biology Biomarkers Biomarkers, Tumor - genetics Biomarkers, Tumor - metabolism Biopsy Care and treatment Cell adhesion Cell adhesion & migration Cell Adhesion - genetics Cell culture Cell Culture Techniques Cell Line, Tumor Cell Shape - genetics Colorectal cancer colorectal carcinoma Computer Simulation Diagnosis Experiments Extracellular matrix Female Gap Junctions - metabolism Gene expression Gene Expression Profiling Gene Expression Regulation, Neoplastic Growth factor receptors Human cell culture Humans Integrins Life Sciences & Biomedicine Male Medical prognosis Medical research Methods MicroRNA MicroRNAs - genetics MicroRNAs - metabolism Middle Aged miRNA Molecular modelling Neoadjuvant Therapy Next-generation sequencing Patients Platelet-derived growth factor Platelet-derived growth factor receptors Precision Medicine rectal cancer Rectal Neoplasms - diagnosis Rectal Neoplasms - drug therapy Rectal Neoplasms - genetics Rectum Reproducibility of Results Science & Technology Solid tumors Spheroids Tumor cell lines Tumor markers tumor microenvironment Tumor Microenvironment - genetics Up-Regulation - genetics |
title | 3D Cell Culture-Based Global miRNA Expression Analysis Reveals miR-142-5p as a Theranostic Biomarker of Rectal Cancer Following Neoadjuvant Long-Course Treatment |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-14T16%3A59%3A04IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_webof&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=3D%20Cell%20Culture-Based%20Global%20miRNA%20Expression%20Analysis%20Reveals%20miR-142-5p%20as%20a%20Theranostic%20Biomarker%20of%20Rectal%20Cancer%20Following%20Neoadjuvant%20Long-Course%20Treatment&rft.jtitle=Biomolecules%20(Basel,%20Switzerland)&rft.au=Kunigenas,%20Linas&rft.date=2020-04-16&rft.volume=10&rft.issue=4&rft.spage=613&rft.pages=613-&rft.artnum=613&rft.issn=2218-273X&rft.eissn=2218-273X&rft_id=info:doi/10.3390/biom10040613&rft_dat=%3Cgale_webof%3EA631575050%3C/gale_webof%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2392699009&rft_id=info:pmid/32316138&rft_galeid=A631575050&rft_doaj_id=oai_doaj_org_article_e24a1c1bb4f2471aaf7d52e6a2bf9938&rfr_iscdi=true |