Integrated analysis of long non-coding RNA-microRNA-mRNA competing endogenous RNAregulatory networks in thromboangiitis obliterans
Thromboangiitis obliterans (TAO) is a non-atherosclerotic, segmental, chronic vascular inflammatory disease. Our aim was to explore the underlying mechanisms of long non-coding RNA (lncRNA)-related competing endogenous RNAs (ceRNAs) in TAO. Six blood samples were collected from patients with TAO and...
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Veröffentlicht in: | Bioengineered 2021-12, Vol.12 (2), p.12023-12037 |
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description | Thromboangiitis obliterans (TAO) is a non-atherosclerotic, segmental, chronic vascular inflammatory disease. Our aim was to explore the underlying mechanisms of long non-coding RNA (lncRNA)-related competing endogenous RNAs (ceRNAs) in TAO. Six blood samples were collected from patients with TAO and healthy individuals (three for each category). Total RNA was extracted from the blood of each participant and sequenced. Differentially expressed lncRNAs (DE-lncRNAs) and miRNAs (DE-miRNAs) were screened, and ceRNA networks associated with TAO were constructed. Thereafter, the genes in the ceRNA network were subjected to functional analyses. Finally, a ceRNA relationship (lncRNA NEAT1-hsa-miR-1-3p-mRNA GNA12) was selected for further validation. Analysis revealed that 347 DE-lncRNAs (150 downregulated and 197 upregulated) and 16 DE-miRNAs (3 downregulated and 13 upregulated) were identified in TAO. Further, TAO-associated ceRNA networks, which included 219 lncRNAs, 6 miRNAs, and 53 mRNAs, were proposed and subjected to gene annotation and pathway analysis. Additionally, NEAT1 and GNA12 levels were significantly upregulated, while miR-1-3p levels were evidently downregulated in TAO patients, as compared with those in healthy controls. Dual luciferase reporter assays showed that NEAT1, miR-1-3p, and GNA12 interacted with each other. We report potential TAO-associated ceRNA regulatory networks and suggest activation of NEAT1/miR-1-3p/GNA12 signaling as a novel mechanism for TAO progression. |
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Our aim was to explore the underlying mechanisms of long non-coding RNA (lncRNA)-related competing endogenous RNAs (ceRNAs) in TAO. Six blood samples were collected from patients with TAO and healthy individuals (three for each category). Total RNA was extracted from the blood of each participant and sequenced. Differentially expressed lncRNAs (DE-lncRNAs) and miRNAs (DE-miRNAs) were screened, and ceRNA networks associated with TAO were constructed. Thereafter, the genes in the ceRNA network were subjected to functional analyses. Finally, a ceRNA relationship (lncRNA NEAT1-hsa-miR-1-3p-mRNA GNA12) was selected for further validation. Analysis revealed that 347 DE-lncRNAs (150 downregulated and 197 upregulated) and 16 DE-miRNAs (3 downregulated and 13 upregulated) were identified in TAO. Further, TAO-associated ceRNA networks, which included 219 lncRNAs, 6 miRNAs, and 53 mRNAs, were proposed and subjected to gene annotation and pathway analysis. Additionally, NEAT1 and GNA12 levels were significantly upregulated, while miR-1-3p levels were evidently downregulated in TAO patients, as compared with those in healthy controls. Dual luciferase reporter assays showed that NEAT1, miR-1-3p, and GNA12 interacted with each other. We report potential TAO-associated ceRNA regulatory networks and suggest activation of NEAT1/miR-1-3p/GNA12 signaling as a novel mechanism for TAO progression.</description><identifier>ISSN: 2165-5979</identifier><identifier>EISSN: 2165-5987</identifier><identifier>DOI: 10.1080/21655979.2021.2002497</identifier><identifier>PMID: 34787068</identifier><language>eng</language><publisher>United States: Taylor & Francis</publisher><subject>Adult ; Case-Control Studies ; ceRNA network ; Disease Progression ; Gene Expression Profiling ; Gene Expression Regulation ; Gene Regulatory Networks ; Humans ; lncRNA ; Male ; MicroRNAs - genetics ; MicroRNAs - metabolism ; miRNA ; Research Paper ; RNA, Long Noncoding - genetics ; RNA, Long Noncoding - metabolism ; RNA, Messenger - genetics ; RNA, Messenger - metabolism ; Thromboangiitis obliterans ; Thromboangiitis Obliterans - genetics</subject><ispartof>Bioengineered, 2021-12, Vol.12 (2), p.12023-12037</ispartof><rights>2021 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. 2021</rights><rights>2021 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. 2021 The Author(s)</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c468t-e0582898e32058d15af016405e070457f9465566c072548c7d504eb53d4f3e473</citedby><cites>FETCH-LOGICAL-c468t-e0582898e32058d15af016405e070457f9465566c072548c7d504eb53d4f3e473</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8810094/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8810094/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27481,27903,27904,53769,53771,59119,59120</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34787068$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Chen, Bo</creatorcontrib><creatorcontrib>Deng, Ying</creatorcontrib><creatorcontrib>Wang, Bo</creatorcontrib><creatorcontrib>Tian, Zhongyi</creatorcontrib><creatorcontrib>Tong, Jindong</creatorcontrib><creatorcontrib>Yu, Bo</creatorcontrib><creatorcontrib>Shi, Weijun</creatorcontrib><creatorcontrib>Tang, Jingdong</creatorcontrib><title>Integrated analysis of long non-coding RNA-microRNA-mRNA competing endogenous RNAregulatory networks in thromboangiitis obliterans</title><title>Bioengineered</title><addtitle>Bioengineered</addtitle><description>Thromboangiitis obliterans (TAO) is a non-atherosclerotic, segmental, chronic vascular inflammatory disease. Our aim was to explore the underlying mechanisms of long non-coding RNA (lncRNA)-related competing endogenous RNAs (ceRNAs) in TAO. Six blood samples were collected from patients with TAO and healthy individuals (three for each category). Total RNA was extracted from the blood of each participant and sequenced. Differentially expressed lncRNAs (DE-lncRNAs) and miRNAs (DE-miRNAs) were screened, and ceRNA networks associated with TAO were constructed. Thereafter, the genes in the ceRNA network were subjected to functional analyses. Finally, a ceRNA relationship (lncRNA NEAT1-hsa-miR-1-3p-mRNA GNA12) was selected for further validation. Analysis revealed that 347 DE-lncRNAs (150 downregulated and 197 upregulated) and 16 DE-miRNAs (3 downregulated and 13 upregulated) were identified in TAO. Further, TAO-associated ceRNA networks, which included 219 lncRNAs, 6 miRNAs, and 53 mRNAs, were proposed and subjected to gene annotation and pathway analysis. Additionally, NEAT1 and GNA12 levels were significantly upregulated, while miR-1-3p levels were evidently downregulated in TAO patients, as compared with those in healthy controls. Dual luciferase reporter assays showed that NEAT1, miR-1-3p, and GNA12 interacted with each other. We report potential TAO-associated ceRNA regulatory networks and suggest activation of NEAT1/miR-1-3p/GNA12 signaling as a novel mechanism for TAO progression.</description><subject>Adult</subject><subject>Case-Control Studies</subject><subject>ceRNA network</subject><subject>Disease Progression</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation</subject><subject>Gene Regulatory Networks</subject><subject>Humans</subject><subject>lncRNA</subject><subject>Male</subject><subject>MicroRNAs - genetics</subject><subject>MicroRNAs - metabolism</subject><subject>miRNA</subject><subject>Research Paper</subject><subject>RNA, Long Noncoding - genetics</subject><subject>RNA, Long Noncoding - metabolism</subject><subject>RNA, Messenger - genetics</subject><subject>RNA, Messenger - metabolism</subject><subject>Thromboangiitis obliterans</subject><subject>Thromboangiitis Obliterans - genetics</subject><issn>2165-5979</issn><issn>2165-5987</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>0YH</sourceid><sourceid>EIF</sourceid><recordid>eNp9UcFu1DAQtRAVrdp-AihHLinjxI6dC6KqoFSqQKrK2fI6k9Tg2IvtLdorX16H3a7gwmX8NPNmxvMeIa8pXFCQ8K6hHee96C8aaGgJ0LBevCAnS77mvRQvD1j0x-Q8pe8AQKFlXMhX5LhlQgro5An5feMzTlFnHCrttdsmm6owVi74qfLB1yYMtsC7L5f1bE0Mf0AJlQnzGvNSQz-ECX3YpIUWcdo4nUPcVh7zrxB_pMr6Kj_EMK-C9pO1edmxcjZj1D6dkaNRu4Tn-_eUfPv08f7qc3379frm6vK2NqyTuUbgspG9xLYpaKBcj0A7BhxBQLlr7FkRpesMiIYzacTAgeGKtwMbW2SiPSXvd3PXm9WMg0Gfo3ZqHe2s41YFbdW_FW8f1BQelZQUoGdlwNv9gBh-bjBlNdtk0DntsRyvmqI8bzsQslD5jloUSynieFhDQS0WqmcL1WKh2ltY-t78_cdD17NhhfBhR7B-DHHWRV83qKy3LsSxqGlsUu3_dzwB58etAw</recordid><startdate>20211220</startdate><enddate>20211220</enddate><creator>Chen, Bo</creator><creator>Deng, Ying</creator><creator>Wang, Bo</creator><creator>Tian, Zhongyi</creator><creator>Tong, Jindong</creator><creator>Yu, Bo</creator><creator>Shi, Weijun</creator><creator>Tang, Jingdong</creator><general>Taylor & Francis</general><scope>0YH</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>7X8</scope><scope>5PM</scope></search><sort><creationdate>20211220</creationdate><title>Integrated analysis of long non-coding RNA-microRNA-mRNA competing endogenous RNAregulatory networks in thromboangiitis obliterans</title><author>Chen, Bo ; Deng, Ying ; Wang, Bo ; Tian, Zhongyi ; Tong, Jindong ; Yu, Bo ; Shi, Weijun ; Tang, Jingdong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c468t-e0582898e32058d15af016405e070457f9465566c072548c7d504eb53d4f3e473</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adult</topic><topic>Case-Control Studies</topic><topic>ceRNA network</topic><topic>Disease Progression</topic><topic>Gene Expression Profiling</topic><topic>Gene Expression Regulation</topic><topic>Gene Regulatory Networks</topic><topic>Humans</topic><topic>lncRNA</topic><topic>Male</topic><topic>MicroRNAs - genetics</topic><topic>MicroRNAs - metabolism</topic><topic>miRNA</topic><topic>Research Paper</topic><topic>RNA, Long Noncoding - genetics</topic><topic>RNA, Long Noncoding - metabolism</topic><topic>RNA, Messenger - genetics</topic><topic>RNA, Messenger - metabolism</topic><topic>Thromboangiitis obliterans</topic><topic>Thromboangiitis Obliterans - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chen, Bo</creatorcontrib><creatorcontrib>Deng, Ying</creatorcontrib><creatorcontrib>Wang, Bo</creatorcontrib><creatorcontrib>Tian, Zhongyi</creatorcontrib><creatorcontrib>Tong, Jindong</creatorcontrib><creatorcontrib>Yu, Bo</creatorcontrib><creatorcontrib>Shi, Weijun</creatorcontrib><creatorcontrib>Tang, Jingdong</creatorcontrib><collection>Taylor & Francis Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Bioengineered</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chen, Bo</au><au>Deng, Ying</au><au>Wang, Bo</au><au>Tian, Zhongyi</au><au>Tong, Jindong</au><au>Yu, Bo</au><au>Shi, Weijun</au><au>Tang, Jingdong</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Integrated analysis of long non-coding RNA-microRNA-mRNA competing endogenous RNAregulatory networks in thromboangiitis obliterans</atitle><jtitle>Bioengineered</jtitle><addtitle>Bioengineered</addtitle><date>2021-12-20</date><risdate>2021</risdate><volume>12</volume><issue>2</issue><spage>12023</spage><epage>12037</epage><pages>12023-12037</pages><issn>2165-5979</issn><eissn>2165-5987</eissn><abstract>Thromboangiitis obliterans (TAO) is a non-atherosclerotic, segmental, chronic vascular inflammatory disease. Our aim was to explore the underlying mechanisms of long non-coding RNA (lncRNA)-related competing endogenous RNAs (ceRNAs) in TAO. Six blood samples were collected from patients with TAO and healthy individuals (three for each category). Total RNA was extracted from the blood of each participant and sequenced. Differentially expressed lncRNAs (DE-lncRNAs) and miRNAs (DE-miRNAs) were screened, and ceRNA networks associated with TAO were constructed. Thereafter, the genes in the ceRNA network were subjected to functional analyses. Finally, a ceRNA relationship (lncRNA NEAT1-hsa-miR-1-3p-mRNA GNA12) was selected for further validation. Analysis revealed that 347 DE-lncRNAs (150 downregulated and 197 upregulated) and 16 DE-miRNAs (3 downregulated and 13 upregulated) were identified in TAO. Further, TAO-associated ceRNA networks, which included 219 lncRNAs, 6 miRNAs, and 53 mRNAs, were proposed and subjected to gene annotation and pathway analysis. Additionally, NEAT1 and GNA12 levels were significantly upregulated, while miR-1-3p levels were evidently downregulated in TAO patients, as compared with those in healthy controls. Dual luciferase reporter assays showed that NEAT1, miR-1-3p, and GNA12 interacted with each other. We report potential TAO-associated ceRNA regulatory networks and suggest activation of NEAT1/miR-1-3p/GNA12 signaling as a novel mechanism for TAO progression.</abstract><cop>United States</cop><pub>Taylor & Francis</pub><pmid>34787068</pmid><doi>10.1080/21655979.2021.2002497</doi><tpages>15</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Case-Control Studies ceRNA network Disease Progression Gene Expression Profiling Gene Expression Regulation Gene Regulatory Networks Humans lncRNA Male MicroRNAs - genetics MicroRNAs - metabolism miRNA Research Paper RNA, Long Noncoding - genetics RNA, Long Noncoding - metabolism RNA, Messenger - genetics RNA, Messenger - metabolism Thromboangiitis obliterans Thromboangiitis Obliterans - genetics |
title | Integrated analysis of long non-coding RNA-microRNA-mRNA competing endogenous RNAregulatory networks in thromboangiitis obliterans |
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