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Network Medicine Approach for Analysis of Alzheimer’s Disease Gene Expression Data
Alzheimer’s disease (AD) is the most widespread diagnosed cause of dementia in the elderly. It is a progressive neurodegenerative disease that causes memory loss as well as other detrimental symptoms that are ultimately fatal. Due to the urgent nature of this disease, and the current lack of success...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6981840/ https://www.ncbi.nlm.nih.gov/pubmed/31947790 http://dx.doi.org/10.3390/ijms21010332 |
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author | Cohen, David Pilozzi, Alexander Huang, Xudong |
author_facet | Cohen, David Pilozzi, Alexander Huang, Xudong |
author_sort | Cohen, David |
collection | PubMed |
description | Alzheimer’s disease (AD) is the most widespread diagnosed cause of dementia in the elderly. It is a progressive neurodegenerative disease that causes memory loss as well as other detrimental symptoms that are ultimately fatal. Due to the urgent nature of this disease, and the current lack of success in treatment and prevention, it is vital that different methods and approaches are applied to its study in order to better understand its underlying mechanisms. To this end, we have conducted network-based gene co-expression analysis on data from the Alzheimer’s Disease Neuroimaging Initiative (ADNI) database. By processing and filtering gene expression data taken from the blood samples of subjects with varying disease states and constructing networks based on that data to evaluate gene relationships, we have been able to learn about gene expression correlated with the disease, and we have identified several areas of potential research interest. |
format | Online Article Text |
id | pubmed-6981840 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-69818402020-02-07 Network Medicine Approach for Analysis of Alzheimer’s Disease Gene Expression Data Cohen, David Pilozzi, Alexander Huang, Xudong Int J Mol Sci Article Alzheimer’s disease (AD) is the most widespread diagnosed cause of dementia in the elderly. It is a progressive neurodegenerative disease that causes memory loss as well as other detrimental symptoms that are ultimately fatal. Due to the urgent nature of this disease, and the current lack of success in treatment and prevention, it is vital that different methods and approaches are applied to its study in order to better understand its underlying mechanisms. To this end, we have conducted network-based gene co-expression analysis on data from the Alzheimer’s Disease Neuroimaging Initiative (ADNI) database. By processing and filtering gene expression data taken from the blood samples of subjects with varying disease states and constructing networks based on that data to evaluate gene relationships, we have been able to learn about gene expression correlated with the disease, and we have identified several areas of potential research interest. MDPI 2020-01-03 /pmc/articles/PMC6981840/ /pubmed/31947790 http://dx.doi.org/10.3390/ijms21010332 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Cohen, David Pilozzi, Alexander Huang, Xudong Network Medicine Approach for Analysis of Alzheimer’s Disease Gene Expression Data |
title | Network Medicine Approach for Analysis of Alzheimer’s Disease Gene Expression Data |
title_full | Network Medicine Approach for Analysis of Alzheimer’s Disease Gene Expression Data |
title_fullStr | Network Medicine Approach for Analysis of Alzheimer’s Disease Gene Expression Data |
title_full_unstemmed | Network Medicine Approach for Analysis of Alzheimer’s Disease Gene Expression Data |
title_short | Network Medicine Approach for Analysis of Alzheimer’s Disease Gene Expression Data |
title_sort | network medicine approach for analysis of alzheimer’s disease gene expression data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6981840/ https://www.ncbi.nlm.nih.gov/pubmed/31947790 http://dx.doi.org/10.3390/ijms21010332 |
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