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A blood based 12-miRNA signature of Alzheimer disease patients
BACKGROUND: Alzheimer disease (AD) is the most common form of dementia but the identification of reliable, early and non-invasive biomarkers remains a major challenge. We present a novel miRNA-based signature for detecting AD from blood samples. RESULTS: We apply next-generation sequencing to miRNAs...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4053778/ https://www.ncbi.nlm.nih.gov/pubmed/23895045 http://dx.doi.org/10.1186/gb-2013-14-7-r78 |
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author | Leidinger, Petra Backes, Christina Deutscher, Stephanie Schmitt, Katja Mueller, Sabine C Frese, Karen Haas, Jan Ruprecht, Klemens Paul, Friedemann Stähler, Cord Lang, Christoph JG Meder, Benjamin Bartfai, Tamas Meese, Eckart Keller, Andreas |
author_facet | Leidinger, Petra Backes, Christina Deutscher, Stephanie Schmitt, Katja Mueller, Sabine C Frese, Karen Haas, Jan Ruprecht, Klemens Paul, Friedemann Stähler, Cord Lang, Christoph JG Meder, Benjamin Bartfai, Tamas Meese, Eckart Keller, Andreas |
author_sort | Leidinger, Petra |
collection | PubMed |
description | BACKGROUND: Alzheimer disease (AD) is the most common form of dementia but the identification of reliable, early and non-invasive biomarkers remains a major challenge. We present a novel miRNA-based signature for detecting AD from blood samples. RESULTS: We apply next-generation sequencing to miRNAs from blood samples of 48 AD patients and 22 unaffected controls, yielding a total of 140 unique mature miRNAs with significantly changed expression levels. Of these, 82 have higher and 58 have lower abundance in AD patient samples. We selected a panel of 12 miRNAs for an RT-qPCR analysis on a larger cohort of 202 samples, comprising not only AD patients and healthy controls but also patients with other CNS illnesses. These included mild cognitive impairment, which is assumed to represent a transitional period before the development of AD, as well as multiple sclerosis, Parkinson disease, major depression, bipolar disorder and schizophrenia. miRNA target enrichment analysis of the selected 12 miRNAs indicates an involvement of miRNAs in nervous system development, neuron projection, neuron projection development and neuron projection morphogenesis. Using this 12-miRNA signature, we differentiate between AD and controls with an accuracy of 93%, a specificity of 95% and a sensitivity of 92%. The differentiation of AD from other neurological diseases is possible with accuracies between 74% and 78%. The differentiation of the other CNS disorders from controls yields even higher accuracies. CONCLUSIONS: The data indicate that deregulated miRNAs in blood might be used as biomarkers in the diagnosis of AD or other neurological diseases. |
format | Online Article Text |
id | pubmed-4053778 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-40537782014-06-12 A blood based 12-miRNA signature of Alzheimer disease patients Leidinger, Petra Backes, Christina Deutscher, Stephanie Schmitt, Katja Mueller, Sabine C Frese, Karen Haas, Jan Ruprecht, Klemens Paul, Friedemann Stähler, Cord Lang, Christoph JG Meder, Benjamin Bartfai, Tamas Meese, Eckart Keller, Andreas Genome Biol Research BACKGROUND: Alzheimer disease (AD) is the most common form of dementia but the identification of reliable, early and non-invasive biomarkers remains a major challenge. We present a novel miRNA-based signature for detecting AD from blood samples. RESULTS: We apply next-generation sequencing to miRNAs from blood samples of 48 AD patients and 22 unaffected controls, yielding a total of 140 unique mature miRNAs with significantly changed expression levels. Of these, 82 have higher and 58 have lower abundance in AD patient samples. We selected a panel of 12 miRNAs for an RT-qPCR analysis on a larger cohort of 202 samples, comprising not only AD patients and healthy controls but also patients with other CNS illnesses. These included mild cognitive impairment, which is assumed to represent a transitional period before the development of AD, as well as multiple sclerosis, Parkinson disease, major depression, bipolar disorder and schizophrenia. miRNA target enrichment analysis of the selected 12 miRNAs indicates an involvement of miRNAs in nervous system development, neuron projection, neuron projection development and neuron projection morphogenesis. Using this 12-miRNA signature, we differentiate between AD and controls with an accuracy of 93%, a specificity of 95% and a sensitivity of 92%. The differentiation of AD from other neurological diseases is possible with accuracies between 74% and 78%. The differentiation of the other CNS disorders from controls yields even higher accuracies. CONCLUSIONS: The data indicate that deregulated miRNAs in blood might be used as biomarkers in the diagnosis of AD or other neurological diseases. BioMed Central 2013 2013-07-29 /pmc/articles/PMC4053778/ /pubmed/23895045 http://dx.doi.org/10.1186/gb-2013-14-7-r78 Text en Copyright © 2013 Leidinger et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. 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 Leidinger, Petra Backes, Christina Deutscher, Stephanie Schmitt, Katja Mueller, Sabine C Frese, Karen Haas, Jan Ruprecht, Klemens Paul, Friedemann Stähler, Cord Lang, Christoph JG Meder, Benjamin Bartfai, Tamas Meese, Eckart Keller, Andreas A blood based 12-miRNA signature of Alzheimer disease patients |
title | A blood based 12-miRNA signature of Alzheimer disease patients |
title_full | A blood based 12-miRNA signature of Alzheimer disease patients |
title_fullStr | A blood based 12-miRNA signature of Alzheimer disease patients |
title_full_unstemmed | A blood based 12-miRNA signature of Alzheimer disease patients |
title_short | A blood based 12-miRNA signature of Alzheimer disease patients |
title_sort | blood based 12-mirna signature of alzheimer disease patients |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4053778/ https://www.ncbi.nlm.nih.gov/pubmed/23895045 http://dx.doi.org/10.1186/gb-2013-14-7-r78 |
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