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Investigating the energy crisis in Alzheimer disease using transcriptome study
Alzheimer disease (AD) is a devastating neurological disorder, which initiates from hippocampus and proliferates to cortical regions. The neurons of hippocampus require higher energy to preserve the firing pattern. In AD, aberrant energy metabolism is the critical factor for neurodegeneration. Howev...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6898285/ https://www.ncbi.nlm.nih.gov/pubmed/31811163 http://dx.doi.org/10.1038/s41598-019-54782-y |
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author | Dharshini, S. Akila Parvathy Taguchi, Y.-h. Gromiha, M. Michael |
author_facet | Dharshini, S. Akila Parvathy Taguchi, Y.-h. Gromiha, M. Michael |
author_sort | Dharshini, S. Akila Parvathy |
collection | PubMed |
description | Alzheimer disease (AD) is a devastating neurological disorder, which initiates from hippocampus and proliferates to cortical regions. The neurons of hippocampus require higher energy to preserve the firing pattern. In AD, aberrant energy metabolism is the critical factor for neurodegeneration. However, the reason for the energy crisis in hippocampus neurons is still unresolved. Transcriptome analysis enables us in understanding the underlying mechanism of energy crisis. In this study, we identified variants/differential gene/transcript expression profiles from hippocampus RNA-seq data. We predicted the effect of variants in transcription factor (TF) binding using in silico tools. Further, a hippocampus-specific co-expression and functional interaction network were designed to decipher the relationships between TF and differentially expressed genes (DG). Identified variants predominantly influence TF binding, which subsequently regulates the DG. From the results, we hypothesize that the loss of vascular integrity is the fundamental attribute for the energy crisis, which leads to neurodegeneration. |
format | Online Article Text |
id | pubmed-6898285 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-68982852019-12-12 Investigating the energy crisis in Alzheimer disease using transcriptome study Dharshini, S. Akila Parvathy Taguchi, Y.-h. Gromiha, M. Michael Sci Rep Article Alzheimer disease (AD) is a devastating neurological disorder, which initiates from hippocampus and proliferates to cortical regions. The neurons of hippocampus require higher energy to preserve the firing pattern. In AD, aberrant energy metabolism is the critical factor for neurodegeneration. However, the reason for the energy crisis in hippocampus neurons is still unresolved. Transcriptome analysis enables us in understanding the underlying mechanism of energy crisis. In this study, we identified variants/differential gene/transcript expression profiles from hippocampus RNA-seq data. We predicted the effect of variants in transcription factor (TF) binding using in silico tools. Further, a hippocampus-specific co-expression and functional interaction network were designed to decipher the relationships between TF and differentially expressed genes (DG). Identified variants predominantly influence TF binding, which subsequently regulates the DG. From the results, we hypothesize that the loss of vascular integrity is the fundamental attribute for the energy crisis, which leads to neurodegeneration. Nature Publishing Group UK 2019-12-06 /pmc/articles/PMC6898285/ /pubmed/31811163 http://dx.doi.org/10.1038/s41598-019-54782-y Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Dharshini, S. Akila Parvathy Taguchi, Y.-h. Gromiha, M. Michael Investigating the energy crisis in Alzheimer disease using transcriptome study |
title | Investigating the energy crisis in Alzheimer disease using transcriptome study |
title_full | Investigating the energy crisis in Alzheimer disease using transcriptome study |
title_fullStr | Investigating the energy crisis in Alzheimer disease using transcriptome study |
title_full_unstemmed | Investigating the energy crisis in Alzheimer disease using transcriptome study |
title_short | Investigating the energy crisis in Alzheimer disease using transcriptome study |
title_sort | investigating the energy crisis in alzheimer disease using transcriptome study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6898285/ https://www.ncbi.nlm.nih.gov/pubmed/31811163 http://dx.doi.org/10.1038/s41598-019-54782-y |
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