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Identification of extracellular miRNA in human cerebrospinal fluid by next-generation sequencing
There has been a growing interest in using next-generation sequencing (NGS) to profile extracellular small RNAs from the blood and cerebrospinal fluid (CSF) of patients with neurological diseases, CNS tumors, or traumatic brain injury for biomarker discovery. Small sample volumes and samples with lo...
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Published in: | RNA (Cambridge) 2013-05, Vol.19 (5), p.712-722 |
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description | There has been a growing interest in using next-generation sequencing (NGS) to profile extracellular small RNAs from the blood and cerebrospinal fluid (CSF) of patients with neurological diseases, CNS tumors, or traumatic brain injury for biomarker discovery. Small sample volumes and samples with low RNA abundance create challenges for downstream small RNA sequencing assays. Plasma, serum, and CSF contain low amounts of total RNA, of which small RNAs make up a fraction. The purpose of this study was to maximize RNA isolation from RNA-limited samples and apply these methods to profile the miRNA in human CSF by small RNA deep sequencing. We systematically tested RNA isolation efficiency using ten commercially available kits and compared their performance on human plasma samples. We used RiboGreen to quantify total RNA yield and custom TaqMan assays to determine the efficiency of small RNA isolation for each of the kits. We significantly increased the recovery of small RNA by repeating the aqueous extraction during the phenol-chloroform purification in the top performing kits. We subsequently used the methods with the highest small RNA yield to purify RNA from CSF and serum samples from the same individual. We then prepared small RNA sequencing libraries using Illumina's TruSeq sample preparation kit and sequenced the samples on the HiSeq 2000. Not surprisingly, we found that the miRNA expression profile of CSF is substantially different from that of serum. To our knowledge, this is the first time that the small RNA fraction from CSF has been profiled using next-generation sequencing. |
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Small sample volumes and samples with low RNA abundance create challenges for downstream small RNA sequencing assays. Plasma, serum, and CSF contain low amounts of total RNA, of which small RNAs make up a fraction. The purpose of this study was to maximize RNA isolation from RNA-limited samples and apply these methods to profile the miRNA in human CSF by small RNA deep sequencing. We systematically tested RNA isolation efficiency using ten commercially available kits and compared their performance on human plasma samples. We used RiboGreen to quantify total RNA yield and custom TaqMan assays to determine the efficiency of small RNA isolation for each of the kits. We significantly increased the recovery of small RNA by repeating the aqueous extraction during the phenol-chloroform purification in the top performing kits. We subsequently used the methods with the highest small RNA yield to purify RNA from CSF and serum samples from the same individual. We then prepared small RNA sequencing libraries using Illumina's TruSeq sample preparation kit and sequenced the samples on the HiSeq 2000. Not surprisingly, we found that the miRNA expression profile of CSF is substantially different from that of serum. To our knowledge, this is the first time that the small RNA fraction from CSF has been profiled using next-generation sequencing.</description><identifier>ISSN: 1355-8382</identifier><identifier>EISSN: 1469-9001</identifier><identifier>DOI: 10.1261/rna.036863.112</identifier><identifier>PMID: 23525801</identifier><language>eng</language><publisher>United States: Cold Spring Harbor Laboratory Press</publisher><subject>Abundance ; Animals ; Caenorhabditis elegans - genetics ; Gene Expression Profiling ; High-Throughput Nucleotide Sequencing ; Humans ; Method ; MicroRNAs - blood ; MicroRNAs - cerebrospinal fluid ; MicroRNAs - isolation & purification ; RNA - blood ; RNA - cerebrospinal fluid ; RNA - isolation & purification</subject><ispartof>RNA (Cambridge), 2013-05, Vol.19 (5), p.712-722</ispartof><rights>Copyright © 2013 RNA Society 2013</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c489t-fc8759958c1732fb242c40c6a063cfdb1001872648076e768381874a29d02a013</citedby><cites>FETCH-LOGICAL-c489t-fc8759958c1732fb242c40c6a063cfdb1001872648076e768381874a29d02a013</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/PMC3677285/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3677285/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23525801$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Burgos, Kasandra Lovette</creatorcontrib><creatorcontrib>Javaherian, Ashkan</creatorcontrib><creatorcontrib>Bomprezzi, Roberto</creatorcontrib><creatorcontrib>Ghaffari, Layla</creatorcontrib><creatorcontrib>Rhodes, Susan</creatorcontrib><creatorcontrib>Courtright, Amanda</creatorcontrib><creatorcontrib>Tembe, Waibhav</creatorcontrib><creatorcontrib>Kim, Seungchan</creatorcontrib><creatorcontrib>Metpally, Raghu</creatorcontrib><creatorcontrib>Van Keuren-Jensen, Kendall</creatorcontrib><title>Identification of extracellular miRNA in human cerebrospinal fluid by next-generation sequencing</title><title>RNA (Cambridge)</title><addtitle>RNA</addtitle><description>There has been a growing interest in using next-generation sequencing (NGS) to profile extracellular small RNAs from the blood and cerebrospinal fluid (CSF) of patients with neurological diseases, CNS tumors, or traumatic brain injury for biomarker discovery. 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We then prepared small RNA sequencing libraries using Illumina's TruSeq sample preparation kit and sequenced the samples on the HiSeq 2000. Not surprisingly, we found that the miRNA expression profile of CSF is substantially different from that of serum. To our knowledge, this is the first time that the small RNA fraction from CSF has been profiled using next-generation sequencing.</description><subject>Abundance</subject><subject>Animals</subject><subject>Caenorhabditis elegans - genetics</subject><subject>Gene Expression Profiling</subject><subject>High-Throughput Nucleotide Sequencing</subject><subject>Humans</subject><subject>Method</subject><subject>MicroRNAs - blood</subject><subject>MicroRNAs - cerebrospinal fluid</subject><subject>MicroRNAs - isolation & purification</subject><subject>RNA - blood</subject><subject>RNA - cerebrospinal fluid</subject><subject>RNA - isolation & purification</subject><issn>1355-8382</issn><issn>1469-9001</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><recordid>eNqNUctKxDAUDaI4Orp1KVm66ZhX03QjDOILREF0HdM0nYm06Zi0on_vHUZFd67yuOcezgOhI0pmlEl6GoOZES6V5DNK2Rbao0KWWUkI3YY7z_NMccUmaD-lF_jkMN5FE8ZzlitC99DzTe3C4BtvzeD7gPsGu_chGuvadmxNxJ1_uJtjH_By7EzA1kVXxT6tfDAtbtrR17j6wAGWsoULLm5oknsdXbA-LA7QTmPa5A6_zil6urx4PL_Obu-vbs7nt5kVqhyyxqoiL8tcWVpw1lRMMCuIlYZIbpu6oiBeFUwKRQrpCgmu4C0MK2vCDBiborMN72qsOldbcBVNq1fRdyZ-6N54_XcS_FIv-jfNZVEwlQPByRdB7EF8GnTn0zoGE1w_Jg1hypKVisp_QIFQCCEJQGcbqIXQUnTNjyJK9LpBDQ3qTYMaGoSF498-fuDflfFPH-aXyA</recordid><startdate>20130501</startdate><enddate>20130501</enddate><creator>Burgos, Kasandra Lovette</creator><creator>Javaherian, Ashkan</creator><creator>Bomprezzi, Roberto</creator><creator>Ghaffari, Layla</creator><creator>Rhodes, Susan</creator><creator>Courtright, Amanda</creator><creator>Tembe, Waibhav</creator><creator>Kim, Seungchan</creator><creator>Metpally, Raghu</creator><creator>Van Keuren-Jensen, Kendall</creator><general>Cold Spring Harbor Laboratory Press</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>7X8</scope><scope>7TK</scope><scope>7TM</scope><scope>5PM</scope></search><sort><creationdate>20130501</creationdate><title>Identification of extracellular miRNA in human cerebrospinal fluid by next-generation sequencing</title><author>Burgos, Kasandra Lovette ; 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subjects | Abundance Animals Caenorhabditis elegans - genetics Gene Expression Profiling High-Throughput Nucleotide Sequencing Humans Method MicroRNAs - blood MicroRNAs - cerebrospinal fluid MicroRNAs - isolation & purification RNA - blood RNA - cerebrospinal fluid RNA - isolation & purification |
title | Identification of extracellular miRNA in human cerebrospinal fluid by next-generation sequencing |
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