Identification of the circRNA–miRNA–mRNA Regulatory Network in Pterygium-Associated Conjunctival Epithelium
To investigate the regulatory mechanism of pterygium formation, we detected differentially expressed messenger RNAs (DE-mRNAs) and differentially expressed circular RNAs (DE-circRNAs) in pterygium-associated conjunctival epithelium (PCE) and normal conjunctival epithelium (NCE). Genome-wide mRNA and...
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description | To investigate the regulatory mechanism of pterygium formation, we detected differentially expressed messenger RNAs (DE-mRNAs) and differentially expressed circular RNAs (DE-circRNAs) in pterygium-associated conjunctival epithelium (PCE) and normal conjunctival epithelium (NCE). Genome-wide mRNA and circRNA expression profiles of PCE and NCE were determined using high-throughput sequencing. Bioinformatics analyses, including Gene Ontology (GO) analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis, gene set enrichment analysis (GSEA), and protein–protein interaction (PPI) analysis, were conducted. The microRNAs (miRNAs) interacting with the hub DE-mRNAs and DE-circRNAs were predicted and verified using real-time quantitative PCR (RT-qPCR). The data showed that there were 536 DE-mRNAs (280 upregulated and 256 downregulated mRNAs) and 78 DE-circRNAs (20 upregulated and 58 downregulated circRNAs) in PCE. KEGG enrichment analysis indicated that the DE-mRNAs were mainly involved in the following biological processes: IL-17 signalling pathway, viral protein interaction with cytokine and cytokine receptor, cytokine–cytokine receptor interaction, ECM-receptor interaction, and focal adhesion. The GSEA results revealed that the epithelial mesenchymal transition (EMT) process was significantly enriched in upregulated mRNAs. The pterygium-associated circRNA–miRNA–mRNA network was established based on the top 10 DE-circRNAs, 4 validated miRNAs (upregulated miR-376a-5p and miR-208a-5p,downregulated miR-203a-3p and miR-200b-3p), and 31 DE-mRNAs. We found that miR-200b-3p, as a regulator of FN1, SDC2, and MEX3D, could be regulated by 5 upregulated circRNAs. In addition, we screened out EMT-related DE-mRNAs, including 6 upregulated DE-mRNAs and 6 downregulated DE-mRNAs. The EMT-related circRNA–miRNA–mRNA network was established with the top 10 circRNAs, 8 validated miRNAs (upregulated miR-17-5p, miR-181a-5p, and miR-106a-5p, downregulated miR-124-3p, miR-9-5p, miR-130b-5p, miR-1-3p, and miR-26b-5P), and 12 EMT-related DE-mRNAs. We found that hsa_circ_0002406 might upregulate FN1 and ADAM12 by sponging miR-26b-5p and miR-1-3p, respectively, thus promoting EMT in pterygium. Briefly, the study provides a novel viewpoint on the molecular pathological mechanisms in pterygium formation. CircRNA–miRNA–mRNA regulatory networks participate in the pathogenesis of pterygium and might become promising targets for pterygium prevention and treatment. |
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fullrecord | <record><control><sourceid>gale_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9666032</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A727271249</galeid><sourcerecordid>A727271249</sourcerecordid><originalsourceid>FETCH-LOGICAL-c453t-f8c346c494f038e25a19b4990029a632c5afd0fff8eab503d670b4c8f686518b3</originalsourceid><addsrcrecordid>eNp9kc1qGzEUhYfSQkKaXR5A0E2hnUZ_I482BWOSNhDSEpK10Ggk-7ozkitpErzrO_QN-ySVsUlIF5UWR3A_ztW9p6rOCP5ESNOcU0zpORUz1kr8qjqmjPBaEE5eP70ZO6pOU1rjcloisBTHVbjqrc_gwOgMwaPgUF5ZZCCa25v5n1-_RzhoEXRrl9Ogc4hbdGPzY4g_EHj0Pdu4XcI01vOUggGdbY8Wwa8nbzI86AFdbKC4DgV5W71xekj29KAn1f3lxd3ia3397cvVYn5dG96wXLvWMC4Ml9xh1lraaCI7LiXGVGrBqGm067FzrrW6azDrxQx33LROtKIhbcdOqs97383UjbY3ZcioB7WJMOq4VUGDelnxsFLL8KCkEAIzWgzeHwxi-DnZlNUIydhh0N6GKSlaFk0ko4IV9N0_6DpM0ZfxdtRMciEleaaWerAKvAulr9mZqvmMlksol4X6uKdMDClF656-TLDa5ax2OatDzgX_sMdX4Hv9CP-n_wJEVqlX</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2737946991</pqid></control><display><type>article</type><title>Identification of the circRNA–miRNA–mRNA Regulatory Network in Pterygium-Associated Conjunctival Epithelium</title><source>PubMed Central Open Access</source><source>Wiley Online Library Open Access</source><source>PubMed Central</source><source>Alma/SFX Local Collection</source><creator>Yu, Jianfeng ; Luo, Jiawei ; Li, Pengfei ; Chen, Xiaojuan ; Zhang, Guowei ; Guan, Huaijin</creator><contributor>Harrison, Paul ; Paul Harrison</contributor><creatorcontrib>Yu, Jianfeng ; Luo, Jiawei ; Li, Pengfei ; Chen, Xiaojuan ; Zhang, Guowei ; Guan, Huaijin ; Harrison, Paul ; Paul Harrison</creatorcontrib><description>To investigate the regulatory mechanism of pterygium formation, we detected differentially expressed messenger RNAs (DE-mRNAs) and differentially expressed circular RNAs (DE-circRNAs) in pterygium-associated conjunctival epithelium (PCE) and normal conjunctival epithelium (NCE). Genome-wide mRNA and circRNA expression profiles of PCE and NCE were determined using high-throughput sequencing. Bioinformatics analyses, including Gene Ontology (GO) analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis, gene set enrichment analysis (GSEA), and protein–protein interaction (PPI) analysis, were conducted. The microRNAs (miRNAs) interacting with the hub DE-mRNAs and DE-circRNAs were predicted and verified using real-time quantitative PCR (RT-qPCR). The data showed that there were 536 DE-mRNAs (280 upregulated and 256 downregulated mRNAs) and 78 DE-circRNAs (20 upregulated and 58 downregulated circRNAs) in PCE. KEGG enrichment analysis indicated that the DE-mRNAs were mainly involved in the following biological processes: IL-17 signalling pathway, viral protein interaction with cytokine and cytokine receptor, cytokine–cytokine receptor interaction, ECM-receptor interaction, and focal adhesion. The GSEA results revealed that the epithelial mesenchymal transition (EMT) process was significantly enriched in upregulated mRNAs. The pterygium-associated circRNA–miRNA–mRNA network was established based on the top 10 DE-circRNAs, 4 validated miRNAs (upregulated miR-376a-5p and miR-208a-5p,downregulated miR-203a-3p and miR-200b-3p), and 31 DE-mRNAs. We found that miR-200b-3p, as a regulator of FN1, SDC2, and MEX3D, could be regulated by 5 upregulated circRNAs. In addition, we screened out EMT-related DE-mRNAs, including 6 upregulated DE-mRNAs and 6 downregulated DE-mRNAs. The EMT-related circRNA–miRNA–mRNA network was established with the top 10 circRNAs, 8 validated miRNAs (upregulated miR-17-5p, miR-181a-5p, and miR-106a-5p, downregulated miR-124-3p, miR-9-5p, miR-130b-5p, miR-1-3p, and miR-26b-5P), and 12 EMT-related DE-mRNAs. We found that hsa_circ_0002406 might upregulate FN1 and ADAM12 by sponging miR-26b-5p and miR-1-3p, respectively, thus promoting EMT in pterygium. Briefly, the study provides a novel viewpoint on the molecular pathological mechanisms in pterygium formation. CircRNA–miRNA–mRNA regulatory networks participate in the pathogenesis of pterygium and might become promising targets for pterygium prevention and treatment.</description><identifier>ISSN: 2314-6133</identifier><identifier>EISSN: 2314-6141</identifier><identifier>DOI: 10.1155/2022/2673890</identifier><language>eng</language><publisher>New York: Hindawi</publisher><subject>Bioinformatics ; Biological activity ; Chemokines ; Cytokines ; Diseases ; Encyclopedias ; Enrichment ; Epithelium ; Extracellular matrix ; Gene expression ; Gene set enrichment analysis ; Genomes ; Health aspects ; Immunoglobulins ; Interleukin 17 ; Mesenchyme ; MicroRNAs ; miRNA ; mRNA ; Next-generation sequencing ; Online data bases ; Pathogenesis ; Physiological aspects ; Protein-protein interactions ; Proteins ; Receptors ; Regulatory mechanisms (biology) ; Relapse ; RNA ; Signal transduction ; Software ; Tumor necrosis factor-TNF</subject><ispartof>BioMed research international, 2022, Vol.2022 (1), p.2673890-2673890</ispartof><rights>Copyright © 2022 Jianfeng Yu et al.</rights><rights>COPYRIGHT 2022 John Wiley & Sons, Inc.</rights><rights>Copyright © 2022 Jianfeng Yu et al. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. https://creativecommons.org/licenses/by/4.0</rights><rights>Copyright © 2022 Jianfeng Yu et al. 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c453t-f8c346c494f038e25a19b4990029a632c5afd0fff8eab503d670b4c8f686518b3</citedby><cites>FETCH-LOGICAL-c453t-f8c346c494f038e25a19b4990029a632c5afd0fff8eab503d670b4c8f686518b3</cites><orcidid>0000-0002-7084-4896 ; 0000-0002-1229-3600 ; 0000-0002-3284-1563 ; 0000-0001-6059-1947 ; 0000-0001-6889-4619 ; 0000-0002-4911-1989</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/PMC9666032/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9666032/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,724,777,781,882,4010,27904,27905,27906,53772,53774</link.rule.ids></links><search><contributor>Harrison, Paul</contributor><contributor>Paul Harrison</contributor><creatorcontrib>Yu, Jianfeng</creatorcontrib><creatorcontrib>Luo, Jiawei</creatorcontrib><creatorcontrib>Li, Pengfei</creatorcontrib><creatorcontrib>Chen, Xiaojuan</creatorcontrib><creatorcontrib>Zhang, Guowei</creatorcontrib><creatorcontrib>Guan, Huaijin</creatorcontrib><title>Identification of the circRNA–miRNA–mRNA Regulatory Network in Pterygium-Associated Conjunctival Epithelium</title><title>BioMed research international</title><description>To investigate the regulatory mechanism of pterygium formation, we detected differentially expressed messenger RNAs (DE-mRNAs) and differentially expressed circular RNAs (DE-circRNAs) in pterygium-associated conjunctival epithelium (PCE) and normal conjunctival epithelium (NCE). Genome-wide mRNA and circRNA expression profiles of PCE and NCE were determined using high-throughput sequencing. Bioinformatics analyses, including Gene Ontology (GO) analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis, gene set enrichment analysis (GSEA), and protein–protein interaction (PPI) analysis, were conducted. The microRNAs (miRNAs) interacting with the hub DE-mRNAs and DE-circRNAs were predicted and verified using real-time quantitative PCR (RT-qPCR). The data showed that there were 536 DE-mRNAs (280 upregulated and 256 downregulated mRNAs) and 78 DE-circRNAs (20 upregulated and 58 downregulated circRNAs) in PCE. KEGG enrichment analysis indicated that the DE-mRNAs were mainly involved in the following biological processes: IL-17 signalling pathway, viral protein interaction with cytokine and cytokine receptor, cytokine–cytokine receptor interaction, ECM-receptor interaction, and focal adhesion. The GSEA results revealed that the epithelial mesenchymal transition (EMT) process was significantly enriched in upregulated mRNAs. The pterygium-associated circRNA–miRNA–mRNA network was established based on the top 10 DE-circRNAs, 4 validated miRNAs (upregulated miR-376a-5p and miR-208a-5p,downregulated miR-203a-3p and miR-200b-3p), and 31 DE-mRNAs. We found that miR-200b-3p, as a regulator of FN1, SDC2, and MEX3D, could be regulated by 5 upregulated circRNAs. In addition, we screened out EMT-related DE-mRNAs, including 6 upregulated DE-mRNAs and 6 downregulated DE-mRNAs. The EMT-related circRNA–miRNA–mRNA network was established with the top 10 circRNAs, 8 validated miRNAs (upregulated miR-17-5p, miR-181a-5p, and miR-106a-5p, downregulated miR-124-3p, miR-9-5p, miR-130b-5p, miR-1-3p, and miR-26b-5P), and 12 EMT-related DE-mRNAs. We found that hsa_circ_0002406 might upregulate FN1 and ADAM12 by sponging miR-26b-5p and miR-1-3p, respectively, thus promoting EMT in pterygium. Briefly, the study provides a novel viewpoint on the molecular pathological mechanisms in pterygium formation. CircRNA–miRNA–mRNA regulatory networks participate in the pathogenesis of pterygium and might become promising targets for pterygium prevention and treatment.</description><subject>Bioinformatics</subject><subject>Biological activity</subject><subject>Chemokines</subject><subject>Cytokines</subject><subject>Diseases</subject><subject>Encyclopedias</subject><subject>Enrichment</subject><subject>Epithelium</subject><subject>Extracellular matrix</subject><subject>Gene expression</subject><subject>Gene set enrichment analysis</subject><subject>Genomes</subject><subject>Health aspects</subject><subject>Immunoglobulins</subject><subject>Interleukin 17</subject><subject>Mesenchyme</subject><subject>MicroRNAs</subject><subject>miRNA</subject><subject>mRNA</subject><subject>Next-generation sequencing</subject><subject>Online data bases</subject><subject>Pathogenesis</subject><subject>Physiological aspects</subject><subject>Protein-protein 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of the circRNA–miRNA–mRNA Regulatory Network in Pterygium-Associated Conjunctival Epithelium</title><author>Yu, Jianfeng ; Luo, Jiawei ; Li, Pengfei ; Chen, Xiaojuan ; Zhang, Guowei ; Guan, Huaijin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c453t-f8c346c494f038e25a19b4990029a632c5afd0fff8eab503d670b4c8f686518b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Bioinformatics</topic><topic>Biological activity</topic><topic>Chemokines</topic><topic>Cytokines</topic><topic>Diseases</topic><topic>Encyclopedias</topic><topic>Enrichment</topic><topic>Epithelium</topic><topic>Extracellular matrix</topic><topic>Gene expression</topic><topic>Gene set enrichment analysis</topic><topic>Genomes</topic><topic>Health aspects</topic><topic>Immunoglobulins</topic><topic>Interleukin 17</topic><topic>Mesenchyme</topic><topic>MicroRNAs</topic><topic>miRNA</topic><topic>mRNA</topic><topic>Next-generation sequencing</topic><topic>Online data bases</topic><topic>Pathogenesis</topic><topic>Physiological aspects</topic><topic>Protein-protein interactions</topic><topic>Proteins</topic><topic>Receptors</topic><topic>Regulatory mechanisms (biology)</topic><topic>Relapse</topic><topic>RNA</topic><topic>Signal transduction</topic><topic>Software</topic><topic>Tumor necrosis factor-TNF</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yu, Jianfeng</creatorcontrib><creatorcontrib>Luo, Jiawei</creatorcontrib><creatorcontrib>Li, Pengfei</creatorcontrib><creatorcontrib>Chen, Xiaojuan</creatorcontrib><creatorcontrib>Zhang, Guowei</creatorcontrib><creatorcontrib>Guan, Huaijin</creatorcontrib><collection>Hindawi Publishing Complete</collection><collection>Hindawi Publishing Subscription Journals</collection><collection>Hindawi Publishing 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China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>BioMed research international</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yu, Jianfeng</au><au>Luo, Jiawei</au><au>Li, Pengfei</au><au>Chen, Xiaojuan</au><au>Zhang, Guowei</au><au>Guan, Huaijin</au><au>Harrison, Paul</au><au>Paul Harrison</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Identification of the circRNA–miRNA–mRNA Regulatory Network in Pterygium-Associated Conjunctival Epithelium</atitle><jtitle>BioMed research international</jtitle><date>2022</date><risdate>2022</risdate><volume>2022</volume><issue>1</issue><spage>2673890</spage><epage>2673890</epage><pages>2673890-2673890</pages><issn>2314-6133</issn><eissn>2314-6141</eissn><abstract>To investigate the regulatory mechanism of pterygium formation, we detected differentially expressed messenger RNAs (DE-mRNAs) and differentially expressed circular RNAs (DE-circRNAs) in pterygium-associated conjunctival epithelium (PCE) and normal conjunctival epithelium (NCE). Genome-wide mRNA and circRNA expression profiles of PCE and NCE were determined using high-throughput sequencing. Bioinformatics analyses, including Gene Ontology (GO) analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis, gene set enrichment analysis (GSEA), and protein–protein interaction (PPI) analysis, were conducted. The microRNAs (miRNAs) interacting with the hub DE-mRNAs and DE-circRNAs were predicted and verified using real-time quantitative PCR (RT-qPCR). The data showed that there were 536 DE-mRNAs (280 upregulated and 256 downregulated mRNAs) and 78 DE-circRNAs (20 upregulated and 58 downregulated circRNAs) in PCE. KEGG enrichment analysis indicated that the DE-mRNAs were mainly involved in the following biological processes: IL-17 signalling pathway, viral protein interaction with cytokine and cytokine receptor, cytokine–cytokine receptor interaction, ECM-receptor interaction, and focal adhesion. The GSEA results revealed that the epithelial mesenchymal transition (EMT) process was significantly enriched in upregulated mRNAs. The pterygium-associated circRNA–miRNA–mRNA network was established based on the top 10 DE-circRNAs, 4 validated miRNAs (upregulated miR-376a-5p and miR-208a-5p,downregulated miR-203a-3p and miR-200b-3p), and 31 DE-mRNAs. We found that miR-200b-3p, as a regulator of FN1, SDC2, and MEX3D, could be regulated by 5 upregulated circRNAs. In addition, we screened out EMT-related DE-mRNAs, including 6 upregulated DE-mRNAs and 6 downregulated DE-mRNAs. The EMT-related circRNA–miRNA–mRNA network was established with the top 10 circRNAs, 8 validated miRNAs (upregulated miR-17-5p, miR-181a-5p, and miR-106a-5p, downregulated miR-124-3p, miR-9-5p, miR-130b-5p, miR-1-3p, and miR-26b-5P), and 12 EMT-related DE-mRNAs. We found that hsa_circ_0002406 might upregulate FN1 and ADAM12 by sponging miR-26b-5p and miR-1-3p, respectively, thus promoting EMT in pterygium. Briefly, the study provides a novel viewpoint on the molecular pathological mechanisms in pterygium formation. CircRNA–miRNA–mRNA regulatory networks participate in the pathogenesis of pterygium and might become promising targets for pterygium prevention and treatment.</abstract><cop>New York</cop><pub>Hindawi</pub><doi>10.1155/2022/2673890</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-7084-4896</orcidid><orcidid>https://orcid.org/0000-0002-1229-3600</orcidid><orcidid>https://orcid.org/0000-0002-3284-1563</orcidid><orcidid>https://orcid.org/0000-0001-6059-1947</orcidid><orcidid>https://orcid.org/0000-0001-6889-4619</orcidid><orcidid>https://orcid.org/0000-0002-4911-1989</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Bioinformatics Biological activity Chemokines Cytokines Diseases Encyclopedias Enrichment Epithelium Extracellular matrix Gene expression Gene set enrichment analysis Genomes Health aspects Immunoglobulins Interleukin 17 Mesenchyme MicroRNAs miRNA mRNA Next-generation sequencing Online data bases Pathogenesis Physiological aspects Protein-protein interactions Proteins Receptors Regulatory mechanisms (biology) Relapse RNA Signal transduction Software Tumor necrosis factor-TNF |
title | Identification of the circRNA–miRNA–mRNA Regulatory Network in Pterygium-Associated Conjunctival Epithelium |
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