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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Biomolecules (Basel, Switzerland) Switzerland), 2020-04, Vol.10 (4), p.613, Article 613
Hauptverfasser: Kunigenas, Linas, Stankevicius, Vaidotas, Dulskas, Audrius, Budginaite, Elzbieta, Alzbutas, Gediminas, Stratilatovas, Eugenijus, Cordes, Nils, Suziedelis, Kestutis
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue 4
container_start_page 613
container_title Biomolecules (Basel, Switzerland)
container_volume 10
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
format Article
fullrecord <record><control><sourceid>gale_webof</sourceid><recordid>TN_cdi_webofscience_primary_000539492400119</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A631575050</galeid><doaj_id>oai_doaj_org_article_e24a1c1bb4f2471aaf7d52e6a2bf9938</doaj_id><sourcerecordid>A631575050</sourcerecordid><originalsourceid>FETCH-LOGICAL-c506t-26ee52955b8d62dc3b3c440c5da673c69e258b8cca3d9c7dfa5ded592067b5443</originalsourceid><addsrcrecordid>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</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2392699009</pqid></control><display><type>article</type><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><source>MEDLINE</source><source>DOAJ Directory of Open Access Journals</source><source>PubMed Central Open Access</source><source>MDPI - Multidisciplinary Digital Publishing Institute</source><source>Web of Science - Science Citation Index Expanded - 2020&lt;img src="https://exlibris-pub.s3.amazonaws.com/fromwos-v2.jpg" /&gt;</source><source>EZB-FREE-00999 freely available EZB journals</source><source>PubMed Central</source><creator>Kunigenas, Linas ; Stankevicius, Vaidotas ; Dulskas, Audrius ; Budginaite, Elzbieta ; Alzbutas, Gediminas ; Stratilatovas, Eugenijus ; Cordes, Nils ; Suziedelis, Kestutis</creator><creatorcontrib>Kunigenas, Linas ; Stankevicius, Vaidotas ; Dulskas, Audrius ; Budginaite, Elzbieta ; Alzbutas, Gediminas ; Stratilatovas, Eugenijus ; Cordes, Nils ; Suziedelis, Kestutis</creatorcontrib><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.</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 &amp; Molecular Biology ; Biomarkers ; Biomarkers, Tumor - genetics ; Biomarkers, Tumor - metabolism ; Biopsy ; Care and treatment ; Cell adhesion ; Cell adhesion &amp; 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 &amp; 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 &amp; 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”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2020 by the authors. 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>true</woscitedreferencessubscribed><woscitedreferencescount>10</woscitedreferencescount><woscitedreferencesoriginalsourcerecordid>wos000539492400119</woscitedreferencesoriginalsourcerecordid><citedby>FETCH-LOGICAL-c506t-26ee52955b8d62dc3b3c440c5da673c69e258b8cca3d9c7dfa5ded592067b5443</citedby><cites>FETCH-LOGICAL-c506t-26ee52955b8d62dc3b3c440c5da673c69e258b8cca3d9c7dfa5ded592067b5443</cites><orcidid>0000-0002-2124-8748 ; 0000-0003-3692-8962 ; 0000-0002-9485-3674 ; 0000-0001-5684-629X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7226077/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7226077/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,315,728,781,785,865,886,2103,2115,27929,27930,28253,53796,53798</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32316138$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><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><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><title>Biomolecules (Basel, Switzerland)</title><addtitle>BIOMOLECULES</addtitle><addtitle>Biomolecules</addtitle><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.</description><subject>3D cell culture</subject><subject>Adenocarcinoma</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Analysis</subject><subject>Biochemistry &amp; 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 &amp; 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 - metabolism</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Growth factor receptors</subject><subject>Human cell culture</subject><subject>Humans</subject><subject>Integrins</subject><subject>Life Sciences &amp; Biomedicine</subject><subject>Male</subject><subject>Medical prognosis</subject><subject>Medical research</subject><subject>Methods</subject><subject>MicroRNA</subject><subject>MicroRNAs - genetics</subject><subject>MicroRNAs - metabolism</subject><subject>Middle Aged</subject><subject>miRNA</subject><subject>Molecular modelling</subject><subject>Neoadjuvant Therapy</subject><subject>Next-generation sequencing</subject><subject>Patients</subject><subject>Platelet-derived growth factor</subject><subject>Platelet-derived growth factor receptors</subject><subject>Precision Medicine</subject><subject>rectal cancer</subject><subject>Rectal Neoplasms - diagnosis</subject><subject>Rectal Neoplasms - drug therapy</subject><subject>Rectal Neoplasms - genetics</subject><subject>Rectum</subject><subject>Reproducibility of Results</subject><subject>Science &amp; 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 &amp; 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 &amp; 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 &amp; 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 &amp; 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 - Science Citation Index Expanded - 2020</collection><collection>Web of Science Core Collection</collection><collection>Science Citation Index Expanded</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Immunology Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>Health &amp; Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Biological Science Database</collection><collection>Access via ProQuest (Open Access)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Biomolecules (Basel, Switzerland)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kunigenas, Linas</au><au>Stankevicius, Vaidotas</au><au>Dulskas, Audrius</au><au>Budginaite, Elzbieta</au><au>Alzbutas, Gediminas</au><au>Stratilatovas, Eugenijus</au><au>Cordes, Nils</au><au>Suziedelis, Kestutis</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>3D Cell Culture-Based Global miRNA Expression Analysis Reveals miR-142-5p as a Theranostic Biomarker of Rectal Cancer Following Neoadjuvant Long-Course Treatment</atitle><jtitle>Biomolecules (Basel, Switzerland)</jtitle><stitle>BIOMOLECULES</stitle><addtitle>Biomolecules</addtitle><date>2020-04-16</date><risdate>2020</risdate><volume>10</volume><issue>4</issue><spage>613</spage><pages>613-</pages><artnum>613</artnum><issn>2218-273X</issn><eissn>2218-273X</eissn><abstract>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.</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