Identification and Characterization of MicroRNAs Involved in Parkinson’s Disease: Potential Role as Diagnostic Biomarkers.

Background. MicroRNAs (miRNAs) are small non-coding RNAs of 20-22 nucleotides, involved in transcriptional and post-transcriptional regulation of gene expression and involved in Parkinson’s disease. Objective. Identification of a suitable gene set to use as normalizers in expression analysis in PBM...

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Main Author: Serafin, Alice <1981>
Other Authors: Cortelli, Pietro
Format: Doctoral Thesis
Language:en
Published: Alma Mater Studiorum - Università di Bologna 2016
Subjects:
Online Access:http://amsdottorato.unibo.it/7354/
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spelling ndltd-unibo.it-oai-amsdottorato.cib.unibo.it-73542016-08-05T05:03:25Z Identification and Characterization of MicroRNAs Involved in Parkinson’s Disease: Potential Role as Diagnostic Biomarkers. Serafin, Alice <1981> MED/26 Neurologia Background. MicroRNAs (miRNAs) are small non-coding RNAs of 20-22 nucleotides, involved in transcriptional and post-transcriptional regulation of gene expression and involved in Parkinson’s disease. Objective. Identification of a suitable gene set to use as normalizers in expression analysis in PBMCs PD study. Assessment of the potential role as PD biomarker of miR-29a-3p, miR-29b-3p, miR-30a-5p, miR-30b-5p, and miR-103a-3p in PBMCs and plasma samples from L-dopa treated PD and drug-naïve PD patients. MiRNAs discovering through deep sequencing analysis and creation of in silico miRNAs target prediction. Methods. Plasma and PBMCs miRNAs from L-dopa treated PD, drug-naïve PD patients, and controls were analyzed (qRT-PCR), data normalized using RNU24/Z30 for PBMCs, and synthetic spike-in for plasma. Statistical significance of miRNA expression differences calculated by computing a two-tailed paired t-test. Illumina MiSeq NGS platform analysis was performed. MiRNA resources were combined to detect putative miRNA targets. Results. RNU24/Z30 as reliable normalizer for expression analysis in PBMCs PD study were identified. An over-expression of miR-103a-3p, miR-29a-3p and miR-30b-5p in PBMCs PD samples were found. Over-expression trend of miR-30a-5p in plasma PD samples and over-expression trend of miR-30b-5p in plasma drug-naїve PD samples were detected. NGS analysis data were not sufficient to generate meaningful biological results. A sophisticated in silico target prediction model were elaborated. Discussion. We showed for the first time an over-expression of miR-103a-3p in PD patients and replicated a documented deregulation in PD, albeit opposite to published data, of miR-29a-3p and miR-30b-5p. The trend of higher expression of miR-30b-5p in plasma drug-naïve PD samples suggested an involvement of the treatment in the plasma miRNA expression. The in silico analysis identified putative candidate target genes, including genes related to neurodegeneration and PD, such as LRRK2 for miR-30b-5p and miR-103a-3p, PARK7/DJ-1 for miR-29a-3p, Bcl-2 as common target for all miRNAs. Alma Mater Studiorum - Università di Bologna Cortelli, Pietro 2016-04-08 Doctoral Thesis PeerReviewed application/pdf en http://amsdottorato.unibo.it/7354/ info:eu-repo/semantics/embargoedAccess info:eu-repo/date/embargoEnd/2017-03-15
collection NDLTD
language en
format Doctoral Thesis
sources NDLTD
topic MED/26 Neurologia
spellingShingle MED/26 Neurologia
Serafin, Alice <1981>
Identification and Characterization of MicroRNAs Involved in Parkinson’s Disease: Potential Role as Diagnostic Biomarkers.
description Background. MicroRNAs (miRNAs) are small non-coding RNAs of 20-22 nucleotides, involved in transcriptional and post-transcriptional regulation of gene expression and involved in Parkinson’s disease. Objective. Identification of a suitable gene set to use as normalizers in expression analysis in PBMCs PD study. Assessment of the potential role as PD biomarker of miR-29a-3p, miR-29b-3p, miR-30a-5p, miR-30b-5p, and miR-103a-3p in PBMCs and plasma samples from L-dopa treated PD and drug-naïve PD patients. MiRNAs discovering through deep sequencing analysis and creation of in silico miRNAs target prediction. Methods. Plasma and PBMCs miRNAs from L-dopa treated PD, drug-naïve PD patients, and controls were analyzed (qRT-PCR), data normalized using RNU24/Z30 for PBMCs, and synthetic spike-in for plasma. Statistical significance of miRNA expression differences calculated by computing a two-tailed paired t-test. Illumina MiSeq NGS platform analysis was performed. MiRNA resources were combined to detect putative miRNA targets. Results. RNU24/Z30 as reliable normalizer for expression analysis in PBMCs PD study were identified. An over-expression of miR-103a-3p, miR-29a-3p and miR-30b-5p in PBMCs PD samples were found. Over-expression trend of miR-30a-5p in plasma PD samples and over-expression trend of miR-30b-5p in plasma drug-naїve PD samples were detected. NGS analysis data were not sufficient to generate meaningful biological results. A sophisticated in silico target prediction model were elaborated. Discussion. We showed for the first time an over-expression of miR-103a-3p in PD patients and replicated a documented deregulation in PD, albeit opposite to published data, of miR-29a-3p and miR-30b-5p. The trend of higher expression of miR-30b-5p in plasma drug-naïve PD samples suggested an involvement of the treatment in the plasma miRNA expression. The in silico analysis identified putative candidate target genes, including genes related to neurodegeneration and PD, such as LRRK2 for miR-30b-5p and miR-103a-3p, PARK7/DJ-1 for miR-29a-3p, Bcl-2 as common target for all miRNAs.
author2 Cortelli, Pietro
author_facet Cortelli, Pietro
Serafin, Alice <1981>
author Serafin, Alice <1981>
author_sort Serafin, Alice <1981>
title Identification and Characterization of MicroRNAs Involved in Parkinson’s Disease: Potential Role as Diagnostic Biomarkers.
title_short Identification and Characterization of MicroRNAs Involved in Parkinson’s Disease: Potential Role as Diagnostic Biomarkers.
title_full Identification and Characterization of MicroRNAs Involved in Parkinson’s Disease: Potential Role as Diagnostic Biomarkers.
title_fullStr Identification and Characterization of MicroRNAs Involved in Parkinson’s Disease: Potential Role as Diagnostic Biomarkers.
title_full_unstemmed Identification and Characterization of MicroRNAs Involved in Parkinson’s Disease: Potential Role as Diagnostic Biomarkers.
title_sort identification and characterization of micrornas involved in parkinson’s disease: potential role as diagnostic biomarkers.
publisher Alma Mater Studiorum - Università di Bologna
publishDate 2016
url http://amsdottorato.unibo.it/7354/
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