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Identification of urinary exosomal noncoding RNAs as novel biomarkers in chronic kidney disease

In chronic kidney disease (CKD), the decline in the glomerular filtration rate is associated with increased morbidity and mortality and thus poses a major challenge for healthcare systems. While the contribution of tissue-derived miRNAs and mRNAs to CKD progression has been extensively studied, litt...

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Autores principales: Khurana, Rimpi, Ranches, Glory, Schafferer, Simon, Lukasser, Melanie, Rudnicki, Michael, Mayer, Gert, Hüttenhofer, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5238789/
https://www.ncbi.nlm.nih.gov/pubmed/27872161
http://dx.doi.org/10.1261/rna.058834.116
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author Khurana, Rimpi
Ranches, Glory
Schafferer, Simon
Lukasser, Melanie
Rudnicki, Michael
Mayer, Gert
Hüttenhofer, Alexander
author_facet Khurana, Rimpi
Ranches, Glory
Schafferer, Simon
Lukasser, Melanie
Rudnicki, Michael
Mayer, Gert
Hüttenhofer, Alexander
author_sort Khurana, Rimpi
collection PubMed
description In chronic kidney disease (CKD), the decline in the glomerular filtration rate is associated with increased morbidity and mortality and thus poses a major challenge for healthcare systems. While the contribution of tissue-derived miRNAs and mRNAs to CKD progression has been extensively studied, little is known about the role of urinary exosomes and their association with CKD. Exosomes are small, membrane-derived endocytic vesicles that contribute to cell-to-cell communication and are present in various body fluids, such as blood or urine. Next-generation sequencing approaches have revealed that exosomes are enriched in noncoding RNAs and thus exhibit great potential for sensitive nucleic acid biomarkers in various human diseases. Therefore, in this study we aimed to identify urinary exosomal ncRNAs as novel biomarkers for diagnosis of CKD. Since up to now most approaches have focused on the class of miRNAs, we extended our analysis to several other noncoding RNA classes, such as tRNAs, tRNA fragments (tRFs), mitochondrial tRNAs, or lincRNAs. For their computational identification from RNA-seq data, we developed a novel computational pipeline, designated as ncRNASeqScan. By these analyses, in CKD patients we identified 30 differentially expressed ncRNAs, derived from urinary exosomes, as suitable biomarkers for early diagnosis. Thereby, miRNA-181a appeared as the most robust and stable potential biomarker, being significantly decreased by about 200-fold in exosomes of CKD patients compared to healthy controls. Using a cell culture system for CKD indicated that urinary exosomes might indeed originate from renal proximal tubular epithelial cells.
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spelling pubmed-52387892017-02-01 Identification of urinary exosomal noncoding RNAs as novel biomarkers in chronic kidney disease Khurana, Rimpi Ranches, Glory Schafferer, Simon Lukasser, Melanie Rudnicki, Michael Mayer, Gert Hüttenhofer, Alexander RNA Bioinformatics In chronic kidney disease (CKD), the decline in the glomerular filtration rate is associated with increased morbidity and mortality and thus poses a major challenge for healthcare systems. While the contribution of tissue-derived miRNAs and mRNAs to CKD progression has been extensively studied, little is known about the role of urinary exosomes and their association with CKD. Exosomes are small, membrane-derived endocytic vesicles that contribute to cell-to-cell communication and are present in various body fluids, such as blood or urine. Next-generation sequencing approaches have revealed that exosomes are enriched in noncoding RNAs and thus exhibit great potential for sensitive nucleic acid biomarkers in various human diseases. Therefore, in this study we aimed to identify urinary exosomal ncRNAs as novel biomarkers for diagnosis of CKD. Since up to now most approaches have focused on the class of miRNAs, we extended our analysis to several other noncoding RNA classes, such as tRNAs, tRNA fragments (tRFs), mitochondrial tRNAs, or lincRNAs. For their computational identification from RNA-seq data, we developed a novel computational pipeline, designated as ncRNASeqScan. By these analyses, in CKD patients we identified 30 differentially expressed ncRNAs, derived from urinary exosomes, as suitable biomarkers for early diagnosis. Thereby, miRNA-181a appeared as the most robust and stable potential biomarker, being significantly decreased by about 200-fold in exosomes of CKD patients compared to healthy controls. Using a cell culture system for CKD indicated that urinary exosomes might indeed originate from renal proximal tubular epithelial cells. Cold Spring Harbor Laboratory Press 2017-02 /pmc/articles/PMC5238789/ /pubmed/27872161 http://dx.doi.org/10.1261/rna.058834.116 Text en © 2017 Khurana et al.; Published by Cold Spring Harbor Laboratory Press for the RNA Society http://creativecommons.org/licenses/by/4.0/ This article, published in RNA, is available under a Creative Commons License (Attribution 4.0 International), as described at http://creativecommons.org/licenses/by/4.0/.
spellingShingle Bioinformatics
Khurana, Rimpi
Ranches, Glory
Schafferer, Simon
Lukasser, Melanie
Rudnicki, Michael
Mayer, Gert
Hüttenhofer, Alexander
Identification of urinary exosomal noncoding RNAs as novel biomarkers in chronic kidney disease
title Identification of urinary exosomal noncoding RNAs as novel biomarkers in chronic kidney disease
title_full Identification of urinary exosomal noncoding RNAs as novel biomarkers in chronic kidney disease
title_fullStr Identification of urinary exosomal noncoding RNAs as novel biomarkers in chronic kidney disease
title_full_unstemmed Identification of urinary exosomal noncoding RNAs as novel biomarkers in chronic kidney disease
title_short Identification of urinary exosomal noncoding RNAs as novel biomarkers in chronic kidney disease
title_sort identification of urinary exosomal noncoding rnas as novel biomarkers in chronic kidney disease
topic Bioinformatics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5238789/
https://www.ncbi.nlm.nih.gov/pubmed/27872161
http://dx.doi.org/10.1261/rna.058834.116
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