Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Dharshini, S. Akila Parvathy, Taguchi, Y.-h., Gromiha, M. Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
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
_version_ 1783476999736524800
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
work_keys_str_mv AT dharshinisakilaparvathy investigatingtheenergycrisisinalzheimerdiseaseusingtranscriptomestudy
AT taguchiyh investigatingtheenergycrisisinalzheimerdiseaseusingtranscriptomestudy
AT gromihammichael investigatingtheenergycrisisinalzheimerdiseaseusingtranscriptomestudy