Transcriptome-wide Profiling of Cerebral Cavernous Malformations Patients Reveal Important Long noncoding RNA molecular signatures
Cerebral cavernous malformations (CCMs) are low-flow vascular malformations in the brain associated with recurrent hemorrhage and seizures. The current treatment of CCMs relies solely on surgical intervention. Henceforth, alternative non-invasive therapies are urgently needed to help prevent subsequ...
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creator | Subhash, Santhilal Kalmbach, Norman Wegner, Florian Petri, Susanne Glomb, Torsten Dittrich-Breiholz, Oliver Huang, Caiquan Bali, Kiran Kumar Kunz, Wolfram S. Samii, Amir Bertalanffy, Helmut Kanduri, Chandrasekhar Kar, Souvik |
description | Cerebral cavernous malformations (CCMs) are low-flow vascular malformations in the brain associated with recurrent hemorrhage and seizures. The current treatment of CCMs relies solely on surgical intervention. Henceforth, alternative non-invasive therapies are urgently needed to help prevent subsequent hemorrhagic episodes. Long non-coding RNAs (lncRNAs) belong to the class of non-coding RNAs and are known to regulate gene transcription and involved in chromatin remodeling via various mechanism. Despite accumulating evidence demonstrating the role of lncRNAs in cerebrovascular disorders, their identification in CCMs pathology remains unknown. The objective of the current study was to identify lncRNAs associated with CCMs pathogenesis using patient cohorts having 10 CCM patients and 4 controls from brain. Executing next generation sequencing, we performed whole transcriptome sequencing (RNA-seq) analysis and identified 1,967 lncRNAs and 4,928 protein coding genes (PCGs) to be differentially expressed in CCMs patients. Among these, we selected top 6 differentially expressed lncRNAs each having significant correlative expression with more than 100 differentially expressed PCGs. The differential expression status of the top lncRNAs,
SMIM25
and
LBX2-AS1
in CCMs was further confirmed by qRT-PCR analysis. Additionally, gene set enrichment analysis of correlated PCGs revealed critical pathways related to vascular signaling and important biological processes relevant to CCMs pathophysiology. Here, by transcriptome-wide approach we demonstrate that lncRNAs are prevalent in CCMs disease and are likely to play critical roles in regulating important signaling pathways involved in the disease progression. We believe, that detailed future investigations on this set of identified lncRNAs can provide useful insights into the biology and, ultimately, contribute in preventing this debilitating disease. |
doi_str_mv | 10.1038/s41598-019-54845-0 |
format | Article |
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SMIM25
and
LBX2-AS1
in CCMs was further confirmed by qRT-PCR analysis. Additionally, gene set enrichment analysis of correlated PCGs revealed critical pathways related to vascular signaling and important biological processes relevant to CCMs pathophysiology. Here, by transcriptome-wide approach we demonstrate that lncRNAs are prevalent in CCMs disease and are likely to play critical roles in regulating important signaling pathways involved in the disease progression. We believe, that detailed future investigations on this set of identified lncRNAs can provide useful insights into the biology and, ultimately, contribute in preventing this debilitating disease.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-019-54845-0</identifier><identifier>PMID: 31796831</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>38/77 ; 38/91 ; 631/114 ; 631/337/2019 ; 631/337/384/2568 ; 692/699 ; Adult ; Brain research ; Central Nervous System Neoplasms - genetics ; Cerebrovascular diseases ; Child ; Chromatin remodeling ; Convulsions & seizures ; Ethnicity ; Female ; Gene expression ; Gene Expression Regulation, Neoplastic ; Gene set enrichment analysis ; Genomics ; Hemangioma, Cavernous, Central Nervous System - genetics ; Hemorrhage ; Humanities and Social Sciences ; Humans ; Male ; MicroRNAs ; Middle Aged ; multidisciplinary ; Mutation ; Next-generation sequencing ; Non-coding RNA ; Pathogenesis ; Patients ; Peptides ; Proteins ; Ribonucleic acid ; RNA ; RNA, Long Noncoding - metabolism ; RNA-Seq ; Science ; Science (multidisciplinary) ; Seizures ; Signal transduction ; Stroke ; Transcription ; Transcriptome ; Young Adult</subject><ispartof>Scientific reports, 2019-12, Vol.9 (1), p.18203-18203, Article 18203</ispartof><rights>The Author(s) 2019</rights><rights>The Author(s) 2019. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c474t-54a631cf6460e6c5615edc11dfe76ea36ddb3222eea34277c1db7bf86658ee63</citedby><cites>FETCH-LOGICAL-c474t-54a631cf6460e6c5615edc11dfe76ea36ddb3222eea34277c1db7bf86658ee63</cites><orcidid>0000-0002-0077-4597</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/PMC6890746/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6890746/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27901,27902,41096,42165,51551,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31796831$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Subhash, Santhilal</creatorcontrib><creatorcontrib>Kalmbach, Norman</creatorcontrib><creatorcontrib>Wegner, Florian</creatorcontrib><creatorcontrib>Petri, Susanne</creatorcontrib><creatorcontrib>Glomb, Torsten</creatorcontrib><creatorcontrib>Dittrich-Breiholz, Oliver</creatorcontrib><creatorcontrib>Huang, Caiquan</creatorcontrib><creatorcontrib>Bali, Kiran Kumar</creatorcontrib><creatorcontrib>Kunz, Wolfram S.</creatorcontrib><creatorcontrib>Samii, Amir</creatorcontrib><creatorcontrib>Bertalanffy, Helmut</creatorcontrib><creatorcontrib>Kanduri, Chandrasekhar</creatorcontrib><creatorcontrib>Kar, Souvik</creatorcontrib><title>Transcriptome-wide Profiling of Cerebral Cavernous Malformations Patients Reveal Important Long noncoding RNA molecular signatures</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Cerebral cavernous malformations (CCMs) are low-flow vascular malformations in the brain associated with recurrent hemorrhage and seizures. The current treatment of CCMs relies solely on surgical intervention. Henceforth, alternative non-invasive therapies are urgently needed to help prevent subsequent hemorrhagic episodes. Long non-coding RNAs (lncRNAs) belong to the class of non-coding RNAs and are known to regulate gene transcription and involved in chromatin remodeling via various mechanism. Despite accumulating evidence demonstrating the role of lncRNAs in cerebrovascular disorders, their identification in CCMs pathology remains unknown. The objective of the current study was to identify lncRNAs associated with CCMs pathogenesis using patient cohorts having 10 CCM patients and 4 controls from brain. Executing next generation sequencing, we performed whole transcriptome sequencing (RNA-seq) analysis and identified 1,967 lncRNAs and 4,928 protein coding genes (PCGs) to be differentially expressed in CCMs patients. Among these, we selected top 6 differentially expressed lncRNAs each having significant correlative expression with more than 100 differentially expressed PCGs. The differential expression status of the top lncRNAs,
SMIM25
and
LBX2-AS1
in CCMs was further confirmed by qRT-PCR analysis. Additionally, gene set enrichment analysis of correlated PCGs revealed critical pathways related to vascular signaling and important biological processes relevant to CCMs pathophysiology. Here, by transcriptome-wide approach we demonstrate that lncRNAs are prevalent in CCMs disease and are likely to play critical roles in regulating important signaling pathways involved in the disease progression. We believe, that detailed future investigations on this set of identified lncRNAs can provide useful insights into the biology and, ultimately, contribute in preventing this debilitating disease.</description><subject>38/77</subject><subject>38/91</subject><subject>631/114</subject><subject>631/337/2019</subject><subject>631/337/384/2568</subject><subject>692/699</subject><subject>Adult</subject><subject>Brain research</subject><subject>Central Nervous System Neoplasms - genetics</subject><subject>Cerebrovascular diseases</subject><subject>Child</subject><subject>Chromatin remodeling</subject><subject>Convulsions & seizures</subject><subject>Ethnicity</subject><subject>Female</subject><subject>Gene expression</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Gene set enrichment analysis</subject><subject>Genomics</subject><subject>Hemangioma, Cavernous, Central Nervous System - genetics</subject><subject>Hemorrhage</subject><subject>Humanities and Social Sciences</subject><subject>Humans</subject><subject>Male</subject><subject>MicroRNAs</subject><subject>Middle Aged</subject><subject>multidisciplinary</subject><subject>Mutation</subject><subject>Next-generation sequencing</subject><subject>Non-coding RNA</subject><subject>Pathogenesis</subject><subject>Patients</subject><subject>Peptides</subject><subject>Proteins</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>RNA, Long Noncoding - metabolism</subject><subject>RNA-Seq</subject><subject>Science</subject><subject>Science (multidisciplinary)</subject><subject>Seizures</subject><subject>Signal transduction</subject><subject>Stroke</subject><subject>Transcription</subject><subject>Transcriptome</subject><subject>Young Adult</subject><issn>2045-2322</issn><issn>2045-2322</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNp9kU9v1DAQxS0EolXpF-CALHHhEvC_2MkFqVoVqLRAVe3dcpzJ4iqxFztZxJVPzixbSuGALzOSf_PsN4-Q55y95kw2b4riddtUjLdVrRpVV-wRORUMGyGFePygPyHnpdwyPLVoFW-fkhPJTasbyU_Jj012sfgcdnOaoPoWeqDXOQ1hDHFL00BXkKHLbqQrt4cc01LoRzcOKU9uDikWeo0V4lzoDewBuatpl_Ls4kzXCSViij71B7GbTxd0SiP4ZXSZlrCNbl4ylGfkyeDGAud39Yxs3l1uVh-q9ef3V6uLdeWVUTO6dFpyP2ilGWhfa15D7znvBzAanNR936FbAdgrYYznfWe6odG6bgC0PCNvj7K7pZtwEv-Mtuwuh8nl7za5YP--ieGL3aa91U3LjDoIvLoTyOnrAmW2UygextFFwLVY3DXXWnBjEH35D3qblhzR3YFirVRSNEiJI-VzKiXDcP8ZzuwhZHsM2WLI9lfIluHQi4c27kd-R4qAPAIFr-IW8p-3_yP7E_KDteE</recordid><startdate>20191203</startdate><enddate>20191203</enddate><creator>Subhash, Santhilal</creator><creator>Kalmbach, Norman</creator><creator>Wegner, Florian</creator><creator>Petri, Susanne</creator><creator>Glomb, Torsten</creator><creator>Dittrich-Breiholz, Oliver</creator><creator>Huang, Caiquan</creator><creator>Bali, Kiran Kumar</creator><creator>Kunz, Wolfram S.</creator><creator>Samii, Amir</creator><creator>Bertalanffy, Helmut</creator><creator>Kanduri, Chandrasekhar</creator><creator>Kar, Souvik</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><scope>C6C</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>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>88I</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</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>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-0077-4597</orcidid></search><sort><creationdate>20191203</creationdate><title>Transcriptome-wide Profiling of Cerebral Cavernous Malformations Patients Reveal Important Long noncoding RNA molecular signatures</title><author>Subhash, Santhilal ; Kalmbach, Norman ; Wegner, Florian ; Petri, Susanne ; Glomb, Torsten ; Dittrich-Breiholz, Oliver ; Huang, Caiquan ; Bali, Kiran Kumar ; Kunz, Wolfram S. ; Samii, Amir ; Bertalanffy, Helmut ; Kanduri, Chandrasekhar ; Kar, Souvik</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c474t-54a631cf6460e6c5615edc11dfe76ea36ddb3222eea34277c1db7bf86658ee63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>38/77</topic><topic>38/91</topic><topic>631/114</topic><topic>631/337/2019</topic><topic>631/337/384/2568</topic><topic>692/699</topic><topic>Adult</topic><topic>Brain research</topic><topic>Central Nervous System Neoplasms - genetics</topic><topic>Cerebrovascular diseases</topic><topic>Child</topic><topic>Chromatin remodeling</topic><topic>Convulsions & seizures</topic><topic>Ethnicity</topic><topic>Female</topic><topic>Gene expression</topic><topic>Gene Expression Regulation, Neoplastic</topic><topic>Gene set enrichment analysis</topic><topic>Genomics</topic><topic>Hemangioma, Cavernous, Central Nervous System - genetics</topic><topic>Hemorrhage</topic><topic>Humanities and Social Sciences</topic><topic>Humans</topic><topic>Male</topic><topic>MicroRNAs</topic><topic>Middle Aged</topic><topic>multidisciplinary</topic><topic>Mutation</topic><topic>Next-generation sequencing</topic><topic>Non-coding RNA</topic><topic>Pathogenesis</topic><topic>Patients</topic><topic>Peptides</topic><topic>Proteins</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>RNA, Long Noncoding - metabolism</topic><topic>RNA-Seq</topic><topic>Science</topic><topic>Science (multidisciplinary)</topic><topic>Seizures</topic><topic>Signal transduction</topic><topic>Stroke</topic><topic>Transcription</topic><topic>Transcriptome</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Subhash, Santhilal</creatorcontrib><creatorcontrib>Kalmbach, Norman</creatorcontrib><creatorcontrib>Wegner, Florian</creatorcontrib><creatorcontrib>Petri, Susanne</creatorcontrib><creatorcontrib>Glomb, Torsten</creatorcontrib><creatorcontrib>Dittrich-Breiholz, Oliver</creatorcontrib><creatorcontrib>Huang, Caiquan</creatorcontrib><creatorcontrib>Bali, Kiran Kumar</creatorcontrib><creatorcontrib>Kunz, Wolfram S.</creatorcontrib><creatorcontrib>Samii, Amir</creatorcontrib><creatorcontrib>Bertalanffy, Helmut</creatorcontrib><creatorcontrib>Kanduri, Chandrasekhar</creatorcontrib><creatorcontrib>Kar, Souvik</creatorcontrib><collection>Springer Nature OA Free Journals</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>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science 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 One Sustainability</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>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Science Database</collection><collection>Biological Science Database</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 Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Subhash, Santhilal</au><au>Kalmbach, Norman</au><au>Wegner, Florian</au><au>Petri, Susanne</au><au>Glomb, Torsten</au><au>Dittrich-Breiholz, Oliver</au><au>Huang, Caiquan</au><au>Bali, Kiran Kumar</au><au>Kunz, Wolfram S.</au><au>Samii, Amir</au><au>Bertalanffy, Helmut</au><au>Kanduri, Chandrasekhar</au><au>Kar, Souvik</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Transcriptome-wide Profiling of Cerebral Cavernous Malformations Patients Reveal Important Long noncoding RNA molecular signatures</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2019-12-03</date><risdate>2019</risdate><volume>9</volume><issue>1</issue><spage>18203</spage><epage>18203</epage><pages>18203-18203</pages><artnum>18203</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>Cerebral cavernous malformations (CCMs) are low-flow vascular malformations in the brain associated with recurrent hemorrhage and seizures. The current treatment of CCMs relies solely on surgical intervention. Henceforth, alternative non-invasive therapies are urgently needed to help prevent subsequent hemorrhagic episodes. Long non-coding RNAs (lncRNAs) belong to the class of non-coding RNAs and are known to regulate gene transcription and involved in chromatin remodeling via various mechanism. Despite accumulating evidence demonstrating the role of lncRNAs in cerebrovascular disorders, their identification in CCMs pathology remains unknown. The objective of the current study was to identify lncRNAs associated with CCMs pathogenesis using patient cohorts having 10 CCM patients and 4 controls from brain. Executing next generation sequencing, we performed whole transcriptome sequencing (RNA-seq) analysis and identified 1,967 lncRNAs and 4,928 protein coding genes (PCGs) to be differentially expressed in CCMs patients. Among these, we selected top 6 differentially expressed lncRNAs each having significant correlative expression with more than 100 differentially expressed PCGs. The differential expression status of the top lncRNAs,
SMIM25
and
LBX2-AS1
in CCMs was further confirmed by qRT-PCR analysis. Additionally, gene set enrichment analysis of correlated PCGs revealed critical pathways related to vascular signaling and important biological processes relevant to CCMs pathophysiology. Here, by transcriptome-wide approach we demonstrate that lncRNAs are prevalent in CCMs disease and are likely to play critical roles in regulating important signaling pathways involved in the disease progression. We believe, that detailed future investigations on this set of identified lncRNAs can provide useful insights into the biology and, ultimately, contribute in preventing this debilitating disease.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>31796831</pmid><doi>10.1038/s41598-019-54845-0</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-0077-4597</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | 38/77 38/91 631/114 631/337/2019 631/337/384/2568 692/699 Adult Brain research Central Nervous System Neoplasms - genetics Cerebrovascular diseases Child Chromatin remodeling Convulsions & seizures Ethnicity Female Gene expression Gene Expression Regulation, Neoplastic Gene set enrichment analysis Genomics Hemangioma, Cavernous, Central Nervous System - genetics Hemorrhage Humanities and Social Sciences Humans Male MicroRNAs Middle Aged multidisciplinary Mutation Next-generation sequencing Non-coding RNA Pathogenesis Patients Peptides Proteins Ribonucleic acid RNA RNA, Long Noncoding - metabolism RNA-Seq Science Science (multidisciplinary) Seizures Signal transduction Stroke Transcription Transcriptome Young Adult |
title | Transcriptome-wide Profiling of Cerebral Cavernous Malformations Patients Reveal Important Long noncoding RNA molecular signatures |
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