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Diversity and signature of small RNA in different bodily fluids using next generation sequencing

BACKGROUND: Small RNAs are critical components in regulating various cellular pathways. These molecules may be tissue-associated or circulating in bodily fluids and have been shown to associate with different tumors. Next generation sequencing (NGS) on small RNAs is a powerful tool for profiling and...

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Autores principales: El-Mogy, Mohamed, Lam, Bernard, Haj-Ahmad, Taha A., McGowan, Shannon, Yu, Darrick, Nosal, Lucas, Rghei, Nezar, Roberts, Pam, Haj-Ahmad, Yousef
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5975555/
https://www.ncbi.nlm.nih.gov/pubmed/29843592
http://dx.doi.org/10.1186/s12864-018-4785-8
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author El-Mogy, Mohamed
Lam, Bernard
Haj-Ahmad, Taha A.
McGowan, Shannon
Yu, Darrick
Nosal, Lucas
Rghei, Nezar
Roberts, Pam
Haj-Ahmad, Yousef
author_facet El-Mogy, Mohamed
Lam, Bernard
Haj-Ahmad, Taha A.
McGowan, Shannon
Yu, Darrick
Nosal, Lucas
Rghei, Nezar
Roberts, Pam
Haj-Ahmad, Yousef
author_sort El-Mogy, Mohamed
collection PubMed
description BACKGROUND: Small RNAs are critical components in regulating various cellular pathways. These molecules may be tissue-associated or circulating in bodily fluids and have been shown to associate with different tumors. Next generation sequencing (NGS) on small RNAs is a powerful tool for profiling and discovery of microRNAs (miRNAs). RESULTS: In this study, we isolated total RNA from various bodily fluids: blood, leukocytes, serum, plasma, saliva, cell-free saliva, urine and cell-free urine. Next, we used Illumina’s NGS platform and intensive bioinformatics analysis to investigate the distribution and signature of small RNAs in the various fluids. Successful NGS was accomplished despite the variations in RNA concentrations among the different fluids. Among the fluids studied, blood and plasma were found to be the most promising fluids for small RNA profiling as well as novel miRNA prediction. Saliva and urine yielded lower numbers of identifiable molecules and therefore were less reliable in small RNA profiling and less useful in predicting novel molecules. In addition, all fluids shared many molecules, including 139 miRNAs, the most abundant tRNAs, and the most abundant piwi-interacting RNAs (piRNAs). Fluids of similar origin (blood, urine or saliva) displayed closer clustering, while each fluid still retains its own characteristic signature based on its unique molecules and its levels of the common molecules. Donor urine samples showed sex-dependent differential clustering, which may prove useful for future studies. CONCLUSIONS: This study shows the successful clustering and unique signatures of bodily fluids based on their miRNA, tRNA and piRNA content. With this information, cohorts may be differentiated based on multiple molecules from each small RNA class by a multidimensional assessment of the overall molecular signature. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-4785-8) contains supplementary material, which is available to authorized users.
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spelling pubmed-59755552018-05-31 Diversity and signature of small RNA in different bodily fluids using next generation sequencing El-Mogy, Mohamed Lam, Bernard Haj-Ahmad, Taha A. McGowan, Shannon Yu, Darrick Nosal, Lucas Rghei, Nezar Roberts, Pam Haj-Ahmad, Yousef BMC Genomics Research Article BACKGROUND: Small RNAs are critical components in regulating various cellular pathways. These molecules may be tissue-associated or circulating in bodily fluids and have been shown to associate with different tumors. Next generation sequencing (NGS) on small RNAs is a powerful tool for profiling and discovery of microRNAs (miRNAs). RESULTS: In this study, we isolated total RNA from various bodily fluids: blood, leukocytes, serum, plasma, saliva, cell-free saliva, urine and cell-free urine. Next, we used Illumina’s NGS platform and intensive bioinformatics analysis to investigate the distribution and signature of small RNAs in the various fluids. Successful NGS was accomplished despite the variations in RNA concentrations among the different fluids. Among the fluids studied, blood and plasma were found to be the most promising fluids for small RNA profiling as well as novel miRNA prediction. Saliva and urine yielded lower numbers of identifiable molecules and therefore were less reliable in small RNA profiling and less useful in predicting novel molecules. In addition, all fluids shared many molecules, including 139 miRNAs, the most abundant tRNAs, and the most abundant piwi-interacting RNAs (piRNAs). Fluids of similar origin (blood, urine or saliva) displayed closer clustering, while each fluid still retains its own characteristic signature based on its unique molecules and its levels of the common molecules. Donor urine samples showed sex-dependent differential clustering, which may prove useful for future studies. CONCLUSIONS: This study shows the successful clustering and unique signatures of bodily fluids based on their miRNA, tRNA and piRNA content. With this information, cohorts may be differentiated based on multiple molecules from each small RNA class by a multidimensional assessment of the overall molecular signature. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-4785-8) contains supplementary material, which is available to authorized users. BioMed Central 2018-05-29 /pmc/articles/PMC5975555/ /pubmed/29843592 http://dx.doi.org/10.1186/s12864-018-4785-8 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
El-Mogy, Mohamed
Lam, Bernard
Haj-Ahmad, Taha A.
McGowan, Shannon
Yu, Darrick
Nosal, Lucas
Rghei, Nezar
Roberts, Pam
Haj-Ahmad, Yousef
Diversity and signature of small RNA in different bodily fluids using next generation sequencing
title Diversity and signature of small RNA in different bodily fluids using next generation sequencing
title_full Diversity and signature of small RNA in different bodily fluids using next generation sequencing
title_fullStr Diversity and signature of small RNA in different bodily fluids using next generation sequencing
title_full_unstemmed Diversity and signature of small RNA in different bodily fluids using next generation sequencing
title_short Diversity and signature of small RNA in different bodily fluids using next generation sequencing
title_sort diversity and signature of small rna in different bodily fluids using next generation sequencing
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5975555/
https://www.ncbi.nlm.nih.gov/pubmed/29843592
http://dx.doi.org/10.1186/s12864-018-4785-8
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