Dysregulation of Transcription Factor Activity During Formation of Cancer-Associated Fibroblasts
The reciprocal interactions between cancer cells and the quiescent fibroblasts leading to the activation of cancer-associated fibroblasts (CAFs) serve an important role in cancer progression. Here, we investigated the activation of transcription factors (TFs) in prostate fibroblasts (WPMY cell line)...
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creator | Kapusta, Przemysław Dulińska-Litewka, Joanna Totoń-Żurańska, Justyna Borys, Agnieszka Konieczny, Paweł S Wołkow, Paweł P Seweryn, Michał T |
description | The reciprocal interactions between cancer cells and the quiescent fibroblasts leading to the activation of cancer-associated fibroblasts (CAFs) serve an important role in cancer progression. Here, we investigated the activation of transcription factors (TFs) in prostate fibroblasts (WPMY cell line) co-cultured with normal prostate or tumorous cells (RWPE1 and RWPE2 cell lines, respectively). After indirect co-cultures, we performed mRNA-seq and predicted TF activity using mRNA expression profiles with the Systems EPigenomics Inference of Regulatory Activity (SEPIRA) package and the GTEx and mRNA-seq data of 483 cultured fibroblasts. The initial differential expression analysis between time points and experimental conditions showed that co-culture with normal epithelial cells mainly promotes an inflammatory response in fibroblasts, whereas with the cancerous epithelial, it stimulates transformation by changing the expression of the genes associated with microfilaments. TF activity analysis revealed only one positively regulated TF in the RWPE1 co-culture alone, while we observed dysregulation of 45 TFs (7 decreased activity and 38 increased activity) uniquely in co-culture with RWPE2. Pathway analysis showed that these 45 dysregulated TFs in fibroblasts co-cultured with RWPE2 cells may be associated with the RUNX1 and PTEN pathways. Moreover, we showed that observed dysregulation could be associated with
expression. We conclude that phenotypic changes in fibroblast responses to co-culturing with cancer epithelium result from orchestrated dysregulation of signaling pathways that favor their transformation and motility rather than proinflammatory status. This dysregulation can be observed both at the TF and transcriptome levels. |
doi_str_mv | 10.3390/ijms21228749 |
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expression. We conclude that phenotypic changes in fibroblast responses to co-culturing with cancer epithelium result from orchestrated dysregulation of signaling pathways that favor their transformation and motility rather than proinflammatory status. This dysregulation can be observed both at the TF and transcriptome levels.</description><identifier>ISSN: 1422-0067</identifier><identifier>ISSN: 1661-6596</identifier><identifier>EISSN: 1422-0067</identifier><identifier>DOI: 10.3390/ijms21228749</identifier><identifier>PMID: 33228208</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Cancer ; Cancer-Associated Fibroblasts - metabolism ; Cancer-Associated Fibroblasts - pathology ; Cell Communication ; Cell culture ; Cell Line ; Cell Line, Tumor ; Cell Transformation, Neoplastic - genetics ; Cell Transformation, Neoplastic - metabolism ; Cell Transformation, Neoplastic - pathology ; Coculture Techniques ; Core Binding Factor Alpha 2 Subunit - genetics ; Core Binding Factor Alpha 2 Subunit - metabolism ; Epithelial cells ; Epithelial Cells - metabolism ; Epithelial Cells - pathology ; Epithelium ; Fibroblasts ; Fibroblasts - cytology ; Fibroblasts - metabolism ; Gene expression ; Gene Expression Profiling ; Gene Expression Regulation, Neoplastic ; Gene Ontology ; Growth factors ; Humans ; Inflammation ; Inflammatory response ; Kinases ; Ligands ; Male ; Microfilaments ; Molecular Sequence Annotation ; Prostate ; Prostate - metabolism ; Prostate - pathology ; Prostate cancer ; PTEN Phosphohydrolase - genetics ; PTEN Phosphohydrolase - metabolism ; PTEN protein ; Runx1 protein ; Signal Transduction ; Transcription activation ; Transcription factors ; Transcription Factors - classification ; Transcription Factors - genetics ; Transcription Factors - metabolism ; Transcriptome ; Tumors</subject><ispartof>International journal of molecular sciences, 2020-11, Vol.21 (22), p.8749</ispartof><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>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c412t-d201a2241ef2a3c94308d23d4822d0a5d13dbd352a90a6dcad6076919bdc67003</citedby><cites>FETCH-LOGICAL-c412t-d201a2241ef2a3c94308d23d4822d0a5d13dbd352a90a6dcad6076919bdc67003</cites><orcidid>0000-0002-7939-9418 ; 0000-0001-5970-238X ; 0000-0002-6376-496X ; 0000-0003-4467-1175 ; 0000-0002-9322-5545</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/PMC7699520/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7699520/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27923,27924,53790,53792</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33228208$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kapusta, Przemysław</creatorcontrib><creatorcontrib>Dulińska-Litewka, Joanna</creatorcontrib><creatorcontrib>Totoń-Żurańska, Justyna</creatorcontrib><creatorcontrib>Borys, Agnieszka</creatorcontrib><creatorcontrib>Konieczny, Paweł S</creatorcontrib><creatorcontrib>Wołkow, Paweł P</creatorcontrib><creatorcontrib>Seweryn, Michał T</creatorcontrib><title>Dysregulation of Transcription Factor Activity During Formation of Cancer-Associated Fibroblasts</title><title>International journal of molecular sciences</title><addtitle>Int J Mol Sci</addtitle><description>The reciprocal interactions between cancer cells and the quiescent fibroblasts leading to the activation of cancer-associated fibroblasts (CAFs) serve an important role in cancer progression. Here, we investigated the activation of transcription factors (TFs) in prostate fibroblasts (WPMY cell line) co-cultured with normal prostate or tumorous cells (RWPE1 and RWPE2 cell lines, respectively). After indirect co-cultures, we performed mRNA-seq and predicted TF activity using mRNA expression profiles with the Systems EPigenomics Inference of Regulatory Activity (SEPIRA) package and the GTEx and mRNA-seq data of 483 cultured fibroblasts. The initial differential expression analysis between time points and experimental conditions showed that co-culture with normal epithelial cells mainly promotes an inflammatory response in fibroblasts, whereas with the cancerous epithelial, it stimulates transformation by changing the expression of the genes associated with microfilaments. TF activity analysis revealed only one positively regulated TF in the RWPE1 co-culture alone, while we observed dysregulation of 45 TFs (7 decreased activity and 38 increased activity) uniquely in co-culture with RWPE2. Pathway analysis showed that these 45 dysregulated TFs in fibroblasts co-cultured with RWPE2 cells may be associated with the RUNX1 and PTEN pathways. Moreover, we showed that observed dysregulation could be associated with
expression. We conclude that phenotypic changes in fibroblast responses to co-culturing with cancer epithelium result from orchestrated dysregulation of signaling pathways that favor their transformation and motility rather than proinflammatory status. This dysregulation can be observed both at the TF and transcriptome levels.</description><subject>Cancer</subject><subject>Cancer-Associated Fibroblasts - metabolism</subject><subject>Cancer-Associated Fibroblasts - pathology</subject><subject>Cell Communication</subject><subject>Cell culture</subject><subject>Cell Line</subject><subject>Cell Line, Tumor</subject><subject>Cell Transformation, Neoplastic - genetics</subject><subject>Cell Transformation, Neoplastic - metabolism</subject><subject>Cell Transformation, Neoplastic - pathology</subject><subject>Coculture Techniques</subject><subject>Core Binding Factor Alpha 2 Subunit - genetics</subject><subject>Core Binding Factor Alpha 2 Subunit - metabolism</subject><subject>Epithelial cells</subject><subject>Epithelial Cells - metabolism</subject><subject>Epithelial Cells - pathology</subject><subject>Epithelium</subject><subject>Fibroblasts</subject><subject>Fibroblasts - cytology</subject><subject>Fibroblasts - metabolism</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Gene Ontology</subject><subject>Growth factors</subject><subject>Humans</subject><subject>Inflammation</subject><subject>Inflammatory response</subject><subject>Kinases</subject><subject>Ligands</subject><subject>Male</subject><subject>Microfilaments</subject><subject>Molecular Sequence Annotation</subject><subject>Prostate</subject><subject>Prostate - metabolism</subject><subject>Prostate - pathology</subject><subject>Prostate cancer</subject><subject>PTEN Phosphohydrolase - genetics</subject><subject>PTEN Phosphohydrolase - metabolism</subject><subject>PTEN protein</subject><subject>Runx1 protein</subject><subject>Signal Transduction</subject><subject>Transcription activation</subject><subject>Transcription factors</subject><subject>Transcription Factors - classification</subject><subject>Transcription Factors - genetics</subject><subject>Transcription Factors - metabolism</subject><subject>Transcriptome</subject><subject>Tumors</subject><issn>1422-0067</issn><issn>1661-6596</issn><issn>1422-0067</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>8G5</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNpVkU1PwzAMhiMEYuPjxhlV4kohcfqxXJCmjQLSJC7jHNIkHZnaZiTppP17OjamcbJlP35t-UXohuAHShl-NMvGAwEY5Qk7QUOSAMQYZ_npUT5AF94vMQYKKTtHA0p7HvBoiD6nG-_0oqtFMLaNbBXNnWi9dGb1WyiEDNZFYxnM2oRNNO2caRdRYV1zmJiIVmoXj7230oigVVSY0tmyFj74K3RWidrr6328RB_F83zyGs_eX94m41ksEwIhVoCJAEiIrkBQyRKKRwqoSkYACotUEapKRVMQDItMSaEynGeMsFLJLMeYXqKnne6qKxutpG6DEzVfOdMIt-FWGP6_05ovvrBr3quwFLYCd3sBZ7877QNf2s61_c0ckozmPcVYT93vKOms7z9XHTYQzLd-8GM_evz2-KoD_GcA_QEP8Ih1</recordid><startdate>20201119</startdate><enddate>20201119</enddate><creator>Kapusta, Przemysław</creator><creator>Dulińska-Litewka, Joanna</creator><creator>Totoń-Żurańska, Justyna</creator><creator>Borys, Agnieszka</creator><creator>Konieczny, Paweł S</creator><creator>Wołkow, Paweł P</creator><creator>Seweryn, Michał T</creator><general>MDPI AG</general><general>MDPI</general><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>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>M2O</scope><scope>MBDVC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-7939-9418</orcidid><orcidid>https://orcid.org/0000-0001-5970-238X</orcidid><orcidid>https://orcid.org/0000-0002-6376-496X</orcidid><orcidid>https://orcid.org/0000-0003-4467-1175</orcidid><orcidid>https://orcid.org/0000-0002-9322-5545</orcidid></search><sort><creationdate>20201119</creationdate><title>Dysregulation of Transcription Factor Activity During Formation of Cancer-Associated Fibroblasts</title><author>Kapusta, Przemysław ; Dulińska-Litewka, Joanna ; Totoń-Żurańska, Justyna ; Borys, Agnieszka ; Konieczny, Paweł S ; Wołkow, Paweł P ; Seweryn, Michał T</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c412t-d201a2241ef2a3c94308d23d4822d0a5d13dbd352a90a6dcad6076919bdc67003</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Cancer</topic><topic>Cancer-Associated Fibroblasts - metabolism</topic><topic>Cancer-Associated Fibroblasts - pathology</topic><topic>Cell Communication</topic><topic>Cell culture</topic><topic>Cell Line</topic><topic>Cell Line, Tumor</topic><topic>Cell Transformation, Neoplastic - genetics</topic><topic>Cell Transformation, Neoplastic - metabolism</topic><topic>Cell Transformation, Neoplastic - pathology</topic><topic>Coculture Techniques</topic><topic>Core Binding Factor Alpha 2 Subunit - genetics</topic><topic>Core Binding Factor Alpha 2 Subunit - metabolism</topic><topic>Epithelial cells</topic><topic>Epithelial Cells - metabolism</topic><topic>Epithelial Cells - pathology</topic><topic>Epithelium</topic><topic>Fibroblasts</topic><topic>Fibroblasts - cytology</topic><topic>Fibroblasts - metabolism</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Gene Expression Regulation, Neoplastic</topic><topic>Gene Ontology</topic><topic>Growth factors</topic><topic>Humans</topic><topic>Inflammation</topic><topic>Inflammatory response</topic><topic>Kinases</topic><topic>Ligands</topic><topic>Male</topic><topic>Microfilaments</topic><topic>Molecular Sequence Annotation</topic><topic>Prostate</topic><topic>Prostate - metabolism</topic><topic>Prostate - pathology</topic><topic>Prostate cancer</topic><topic>PTEN Phosphohydrolase - genetics</topic><topic>PTEN Phosphohydrolase - metabolism</topic><topic>PTEN protein</topic><topic>Runx1 protein</topic><topic>Signal Transduction</topic><topic>Transcription activation</topic><topic>Transcription factors</topic><topic>Transcription Factors - classification</topic><topic>Transcription Factors - genetics</topic><topic>Transcription Factors - metabolism</topic><topic>Transcriptome</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kapusta, Przemysław</creatorcontrib><creatorcontrib>Dulińska-Litewka, Joanna</creatorcontrib><creatorcontrib>Totoń-Żurańska, Justyna</creatorcontrib><creatorcontrib>Borys, Agnieszka</creatorcontrib><creatorcontrib>Konieczny, Paweł S</creatorcontrib><creatorcontrib>Wołkow, Paweł P</creatorcontrib><creatorcontrib>Seweryn, Michał T</creatorcontrib><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>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</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>Research Library Prep</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Research Library</collection><collection>Research Library (Corporate)</collection><collection>Publicly Available Content Database</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>ProQuest Central Basic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>International journal of molecular sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kapusta, Przemysław</au><au>Dulińska-Litewka, Joanna</au><au>Totoń-Żurańska, Justyna</au><au>Borys, Agnieszka</au><au>Konieczny, Paweł S</au><au>Wołkow, Paweł P</au><au>Seweryn, Michał T</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Dysregulation of Transcription Factor Activity During Formation of Cancer-Associated Fibroblasts</atitle><jtitle>International journal of molecular sciences</jtitle><addtitle>Int J Mol Sci</addtitle><date>2020-11-19</date><risdate>2020</risdate><volume>21</volume><issue>22</issue><spage>8749</spage><pages>8749-</pages><issn>1422-0067</issn><issn>1661-6596</issn><eissn>1422-0067</eissn><abstract>The reciprocal interactions between cancer cells and the quiescent fibroblasts leading to the activation of cancer-associated fibroblasts (CAFs) serve an important role in cancer progression. Here, we investigated the activation of transcription factors (TFs) in prostate fibroblasts (WPMY cell line) co-cultured with normal prostate or tumorous cells (RWPE1 and RWPE2 cell lines, respectively). After indirect co-cultures, we performed mRNA-seq and predicted TF activity using mRNA expression profiles with the Systems EPigenomics Inference of Regulatory Activity (SEPIRA) package and the GTEx and mRNA-seq data of 483 cultured fibroblasts. The initial differential expression analysis between time points and experimental conditions showed that co-culture with normal epithelial cells mainly promotes an inflammatory response in fibroblasts, whereas with the cancerous epithelial, it stimulates transformation by changing the expression of the genes associated with microfilaments. TF activity analysis revealed only one positively regulated TF in the RWPE1 co-culture alone, while we observed dysregulation of 45 TFs (7 decreased activity and 38 increased activity) uniquely in co-culture with RWPE2. Pathway analysis showed that these 45 dysregulated TFs in fibroblasts co-cultured with RWPE2 cells may be associated with the RUNX1 and PTEN pathways. Moreover, we showed that observed dysregulation could be associated with
expression. We conclude that phenotypic changes in fibroblast responses to co-culturing with cancer epithelium result from orchestrated dysregulation of signaling pathways that favor their transformation and motility rather than proinflammatory status. This dysregulation can be observed both at the TF and transcriptome levels.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>33228208</pmid><doi>10.3390/ijms21228749</doi><orcidid>https://orcid.org/0000-0002-7939-9418</orcidid><orcidid>https://orcid.org/0000-0001-5970-238X</orcidid><orcidid>https://orcid.org/0000-0002-6376-496X</orcidid><orcidid>https://orcid.org/0000-0003-4467-1175</orcidid><orcidid>https://orcid.org/0000-0002-9322-5545</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Cancer Cancer-Associated Fibroblasts - metabolism Cancer-Associated Fibroblasts - pathology Cell Communication Cell culture Cell Line Cell Line, Tumor Cell Transformation, Neoplastic - genetics Cell Transformation, Neoplastic - metabolism Cell Transformation, Neoplastic - pathology Coculture Techniques Core Binding Factor Alpha 2 Subunit - genetics Core Binding Factor Alpha 2 Subunit - metabolism Epithelial cells Epithelial Cells - metabolism Epithelial Cells - pathology Epithelium Fibroblasts Fibroblasts - cytology Fibroblasts - metabolism Gene expression Gene Expression Profiling Gene Expression Regulation, Neoplastic Gene Ontology Growth factors Humans Inflammation Inflammatory response Kinases Ligands Male Microfilaments Molecular Sequence Annotation Prostate Prostate - metabolism Prostate - pathology Prostate cancer PTEN Phosphohydrolase - genetics PTEN Phosphohydrolase - metabolism PTEN protein Runx1 protein Signal Transduction Transcription activation Transcription factors Transcription Factors - classification Transcription Factors - genetics Transcription Factors - metabolism Transcriptome Tumors |
title | Dysregulation of Transcription Factor Activity During Formation of Cancer-Associated Fibroblasts |
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