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High Throughput Sequencing of Extracellular RNA from Human Plasma

The presence and relative stability of extracellular RNAs (exRNAs) in biofluids has led to an emerging recognition of their promise as ‘liquid biopsies’ for diseases. Most prior studies on discovery of exRNAs as disease-specific biomarkers have focused on microRNAs (miRNAs) using technologies such a...

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Autores principales: Danielson, Kirsty M., Rubio, Renee, Abderazzaq, Fieda, Das, Saumya, Wang, Yaoyu E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5218574/
https://www.ncbi.nlm.nih.gov/pubmed/28060806
http://dx.doi.org/10.1371/journal.pone.0164644
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author Danielson, Kirsty M.
Rubio, Renee
Abderazzaq, Fieda
Das, Saumya
Wang, Yaoyu E.
author_facet Danielson, Kirsty M.
Rubio, Renee
Abderazzaq, Fieda
Das, Saumya
Wang, Yaoyu E.
author_sort Danielson, Kirsty M.
collection PubMed
description The presence and relative stability of extracellular RNAs (exRNAs) in biofluids has led to an emerging recognition of their promise as ‘liquid biopsies’ for diseases. Most prior studies on discovery of exRNAs as disease-specific biomarkers have focused on microRNAs (miRNAs) using technologies such as qRT-PCR and microarrays. The recent application of next-generation sequencing to discovery of exRNA biomarkers has revealed the presence of potential novel miRNAs as well as other RNA species such as tRNAs, snoRNAs, piRNAs and lncRNAs in biofluids. At the same time, the use of RNA sequencing for biofluids poses unique challenges, including low amounts of input RNAs, the presence of exRNAs in different compartments with varying degrees of vulnerability to isolation techniques, and the high abundance of specific RNA species (thereby limiting the sensitivity of detection of less abundant species). Moreover, discovery in human diseases often relies on archival biospecimens of varying age and limiting amounts of samples. In this study, we have tested RNA isolation methods to optimize profiling exRNAs by RNA sequencing in individuals without any known diseases. Our findings are consistent with other recent studies that detect microRNAs and ribosomal RNAs as the major exRNA species in plasma. Similar to other recent studies, we found that the landscape of biofluid microRNA transcriptome is dominated by several abundant microRNAs that appear to comprise conserved extracellular miRNAs. There is reasonable correlation of sets of conserved miRNAs across biological replicates, and even across other data sets obtained at different investigative sites. Conversely, the detection of less abundant miRNAs is far more dependent on the exact methodology of RNA isolation and profiling. This study highlights the challenges in detecting and quantifying less abundant plasma miRNAs in health and disease using RNA sequencing platforms.
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spelling pubmed-52185742017-01-19 High Throughput Sequencing of Extracellular RNA from Human Plasma Danielson, Kirsty M. Rubio, Renee Abderazzaq, Fieda Das, Saumya Wang, Yaoyu E. PLoS One Research Article The presence and relative stability of extracellular RNAs (exRNAs) in biofluids has led to an emerging recognition of their promise as ‘liquid biopsies’ for diseases. Most prior studies on discovery of exRNAs as disease-specific biomarkers have focused on microRNAs (miRNAs) using technologies such as qRT-PCR and microarrays. The recent application of next-generation sequencing to discovery of exRNA biomarkers has revealed the presence of potential novel miRNAs as well as other RNA species such as tRNAs, snoRNAs, piRNAs and lncRNAs in biofluids. At the same time, the use of RNA sequencing for biofluids poses unique challenges, including low amounts of input RNAs, the presence of exRNAs in different compartments with varying degrees of vulnerability to isolation techniques, and the high abundance of specific RNA species (thereby limiting the sensitivity of detection of less abundant species). Moreover, discovery in human diseases often relies on archival biospecimens of varying age and limiting amounts of samples. In this study, we have tested RNA isolation methods to optimize profiling exRNAs by RNA sequencing in individuals without any known diseases. Our findings are consistent with other recent studies that detect microRNAs and ribosomal RNAs as the major exRNA species in plasma. Similar to other recent studies, we found that the landscape of biofluid microRNA transcriptome is dominated by several abundant microRNAs that appear to comprise conserved extracellular miRNAs. There is reasonable correlation of sets of conserved miRNAs across biological replicates, and even across other data sets obtained at different investigative sites. Conversely, the detection of less abundant miRNAs is far more dependent on the exact methodology of RNA isolation and profiling. This study highlights the challenges in detecting and quantifying less abundant plasma miRNAs in health and disease using RNA sequencing platforms. Public Library of Science 2017-01-06 /pmc/articles/PMC5218574/ /pubmed/28060806 http://dx.doi.org/10.1371/journal.pone.0164644 Text en © 2017 Danielson et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Danielson, Kirsty M.
Rubio, Renee
Abderazzaq, Fieda
Das, Saumya
Wang, Yaoyu E.
High Throughput Sequencing of Extracellular RNA from Human Plasma
title High Throughput Sequencing of Extracellular RNA from Human Plasma
title_full High Throughput Sequencing of Extracellular RNA from Human Plasma
title_fullStr High Throughput Sequencing of Extracellular RNA from Human Plasma
title_full_unstemmed High Throughput Sequencing of Extracellular RNA from Human Plasma
title_short High Throughput Sequencing of Extracellular RNA from Human Plasma
title_sort high throughput sequencing of extracellular rna from human plasma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5218574/
https://www.ncbi.nlm.nih.gov/pubmed/28060806
http://dx.doi.org/10.1371/journal.pone.0164644
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