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Integrative Meta-Analysis of Huntington’s Disease Transcriptome Landscape
Huntington’s disease (HD) is a neurodegenerative disorder with autosomal dominant inheritance caused by glutamine expansion in the Huntingtin gene (HTT). Striatal projection neurons (SPNs) in HD are more vulnerable to cell death. The executive striatal population is directly connected with the Brodm...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9777612/ https://www.ncbi.nlm.nih.gov/pubmed/36553652 http://dx.doi.org/10.3390/genes13122385 |
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author | Sneha, Nela Pragathi Dharshini, S. Akila Parvathy Taguchi, Y.-H. Gromiha, M. Michael |
author_facet | Sneha, Nela Pragathi Dharshini, S. Akila Parvathy Taguchi, Y.-H. Gromiha, M. Michael |
author_sort | Sneha, Nela Pragathi |
collection | PubMed |
description | Huntington’s disease (HD) is a neurodegenerative disorder with autosomal dominant inheritance caused by glutamine expansion in the Huntingtin gene (HTT). Striatal projection neurons (SPNs) in HD are more vulnerable to cell death. The executive striatal population is directly connected with the Brodmann Area (BA9), which is mainly involved in motor functions. Analyzing the disease samples from BA9 from the SRA database provides insights related to neuron degeneration, which helps to identify a promising therapeutic strategy. Most gene expression studies examine the changes in expression and associated biological functions. In this study, we elucidate the relationship between variants and their effect on gene/downstream transcript expression. We computed gene and transcript abundance and identified variants from RNA-seq data using various pipelines. We predicted the effect of genome-wide association studies (GWAS)/novel variants on regulatory functions. We found that many variants affect the histone acetylation pattern in HD, thereby perturbing the transcription factor networks. Interestingly, some variants affect miRNA binding as well as their downstream gene expression. Tissue-specific network analysis showed that mitochondrial, neuroinflammation, vasculature, and angiogenesis-related genes are disrupted in HD. From this integrative omics analysis, we propose that abnormal neuroinflammation acts as a two-edged sword that indirectly affects the vasculature and associated energy metabolism. Rehabilitation of blood-brain barrier functionality and energy metabolism may secure the neuron from cell death. |
format | Online Article Text |
id | pubmed-9777612 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-97776122022-12-23 Integrative Meta-Analysis of Huntington’s Disease Transcriptome Landscape Sneha, Nela Pragathi Dharshini, S. Akila Parvathy Taguchi, Y.-H. Gromiha, M. Michael Genes (Basel) Article Huntington’s disease (HD) is a neurodegenerative disorder with autosomal dominant inheritance caused by glutamine expansion in the Huntingtin gene (HTT). Striatal projection neurons (SPNs) in HD are more vulnerable to cell death. The executive striatal population is directly connected with the Brodmann Area (BA9), which is mainly involved in motor functions. Analyzing the disease samples from BA9 from the SRA database provides insights related to neuron degeneration, which helps to identify a promising therapeutic strategy. Most gene expression studies examine the changes in expression and associated biological functions. In this study, we elucidate the relationship between variants and their effect on gene/downstream transcript expression. We computed gene and transcript abundance and identified variants from RNA-seq data using various pipelines. We predicted the effect of genome-wide association studies (GWAS)/novel variants on regulatory functions. We found that many variants affect the histone acetylation pattern in HD, thereby perturbing the transcription factor networks. Interestingly, some variants affect miRNA binding as well as their downstream gene expression. Tissue-specific network analysis showed that mitochondrial, neuroinflammation, vasculature, and angiogenesis-related genes are disrupted in HD. From this integrative omics analysis, we propose that abnormal neuroinflammation acts as a two-edged sword that indirectly affects the vasculature and associated energy metabolism. Rehabilitation of blood-brain barrier functionality and energy metabolism may secure the neuron from cell death. MDPI 2022-12-16 /pmc/articles/PMC9777612/ /pubmed/36553652 http://dx.doi.org/10.3390/genes13122385 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Sneha, Nela Pragathi Dharshini, S. Akila Parvathy Taguchi, Y.-H. Gromiha, M. Michael Integrative Meta-Analysis of Huntington’s Disease Transcriptome Landscape |
title | Integrative Meta-Analysis of Huntington’s Disease Transcriptome Landscape |
title_full | Integrative Meta-Analysis of Huntington’s Disease Transcriptome Landscape |
title_fullStr | Integrative Meta-Analysis of Huntington’s Disease Transcriptome Landscape |
title_full_unstemmed | Integrative Meta-Analysis of Huntington’s Disease Transcriptome Landscape |
title_short | Integrative Meta-Analysis of Huntington’s Disease Transcriptome Landscape |
title_sort | integrative meta-analysis of huntington’s disease transcriptome landscape |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9777612/ https://www.ncbi.nlm.nih.gov/pubmed/36553652 http://dx.doi.org/10.3390/genes13122385 |
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