Analyzing Gene Expression Profiles from Ataxia and Spasticity Phenotypes to Reveal Spastic Ataxia Related Pathways

Spastic ataxia (SA) is a group of rare neurodegenerative diseases, characterized by mixed features of generalized ataxia and spasticity. The pathogenetic mechanisms that drive the development of the majority of these diseases remain unclear, although a number of studies have highlighted the involvem...

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Main Authors: Andrea C. Kakouri, Christina Votsi, Marios Tomazou, George Minadakis, Evangelos Karatzas, Kyproula Christodoulou, George M. Spyrou
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/21/18/6722
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spelling doaj-fc17ad7828f842e0a695b6b42a8382482020-11-25T03:07:15ZengMDPI AGInternational Journal of Molecular Sciences1661-65961422-00672020-09-01216722672210.3390/ijms21186722Analyzing Gene Expression Profiles from Ataxia and Spasticity Phenotypes to Reveal Spastic Ataxia Related PathwaysAndrea C. Kakouri0Christina Votsi1Marios Tomazou2George Minadakis3Evangelos Karatzas4Kyproula Christodoulou5George M. Spyrou6Department of Bioinformatics, The Cyprus Institute of Neurology and Genetics, Nicosia 2370, CyprusDepartment of Neurogenetics, The Cyprus Institute of Neurology and Genetics, Nicosia 2370, CyprusDepartment of Bioinformatics, The Cyprus Institute of Neurology and Genetics, Nicosia 2370, CyprusDepartment of Bioinformatics, The Cyprus Institute of Neurology and Genetics, Nicosia 2370, CyprusInstitute for Fundamental Biomedical Research, BSRC “Alexander Fleming”, 16672 Vari, GreeceDepartment of Neurogenetics, The Cyprus Institute of Neurology and Genetics, Nicosia 2370, CyprusDepartment of Bioinformatics, The Cyprus Institute of Neurology and Genetics, Nicosia 2370, CyprusSpastic ataxia (SA) is a group of rare neurodegenerative diseases, characterized by mixed features of generalized ataxia and spasticity. The pathogenetic mechanisms that drive the development of the majority of these diseases remain unclear, although a number of studies have highlighted the involvement of mitochondrial and lipid metabolism, as well as calcium signaling. Our group has previously published the <i>GBA2</i> c.1780G > C (p.Asp594His) missense variant as the cause of spastic ataxia in a Cypriot consanguineous family, and more recently the biochemical characterization of this variant in patients’ lymphoblastoid cell lines. GBA2 is a crucial enzyme of sphingolipid metabolism. However, it is unknown if GBA2 has additional functions and therefore additional pathways may be involved in the disease development. The current study introduces bioinformatics approaches to better understand the pathogenetic mechanisms of the disease. We analyzed publicly available human gene expression datasets of diseases presented with ‘ataxia’ or ‘spasticity’ in their clinical phenotype and we performed pathway analysis in order to: (a) search for candidate perturbed pathways of SA; and (b) evaluate the role of sphingolipid signaling pathway and sphingolipid metabolism in the disease development, through the identification of differentially expressed genes in patients compared to controls. Our results demonstrate consistent differential expression of genes that participate in the sphingolipid pathways and highlight alterations in the pathway level that might be associated with the disease phenotype. Through enrichment analysis, we discuss additional pathways that are connected to sphingolipid pathways, such as PI3K-Akt signaling, MAPK signaling, calcium signaling, and lipid and carbohydrate metabolism as the most enriched for ataxia and spasticity phenotypes.https://www.mdpi.com/1422-0067/21/18/6722spastic ataxiagene expressiondifferential expressionpathwaypathway analysisneurodegeneration
collection DOAJ
language English
format Article
sources DOAJ
author Andrea C. Kakouri
Christina Votsi
Marios Tomazou
George Minadakis
Evangelos Karatzas
Kyproula Christodoulou
George M. Spyrou
spellingShingle Andrea C. Kakouri
Christina Votsi
Marios Tomazou
George Minadakis
Evangelos Karatzas
Kyproula Christodoulou
George M. Spyrou
Analyzing Gene Expression Profiles from Ataxia and Spasticity Phenotypes to Reveal Spastic Ataxia Related Pathways
International Journal of Molecular Sciences
spastic ataxia
gene expression
differential expression
pathway
pathway analysis
neurodegeneration
author_facet Andrea C. Kakouri
Christina Votsi
Marios Tomazou
George Minadakis
Evangelos Karatzas
Kyproula Christodoulou
George M. Spyrou
author_sort Andrea C. Kakouri
title Analyzing Gene Expression Profiles from Ataxia and Spasticity Phenotypes to Reveal Spastic Ataxia Related Pathways
title_short Analyzing Gene Expression Profiles from Ataxia and Spasticity Phenotypes to Reveal Spastic Ataxia Related Pathways
title_full Analyzing Gene Expression Profiles from Ataxia and Spasticity Phenotypes to Reveal Spastic Ataxia Related Pathways
title_fullStr Analyzing Gene Expression Profiles from Ataxia and Spasticity Phenotypes to Reveal Spastic Ataxia Related Pathways
title_full_unstemmed Analyzing Gene Expression Profiles from Ataxia and Spasticity Phenotypes to Reveal Spastic Ataxia Related Pathways
title_sort analyzing gene expression profiles from ataxia and spasticity phenotypes to reveal spastic ataxia related pathways
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1661-6596
1422-0067
publishDate 2020-09-01
description Spastic ataxia (SA) is a group of rare neurodegenerative diseases, characterized by mixed features of generalized ataxia and spasticity. The pathogenetic mechanisms that drive the development of the majority of these diseases remain unclear, although a number of studies have highlighted the involvement of mitochondrial and lipid metabolism, as well as calcium signaling. Our group has previously published the <i>GBA2</i> c.1780G > C (p.Asp594His) missense variant as the cause of spastic ataxia in a Cypriot consanguineous family, and more recently the biochemical characterization of this variant in patients’ lymphoblastoid cell lines. GBA2 is a crucial enzyme of sphingolipid metabolism. However, it is unknown if GBA2 has additional functions and therefore additional pathways may be involved in the disease development. The current study introduces bioinformatics approaches to better understand the pathogenetic mechanisms of the disease. We analyzed publicly available human gene expression datasets of diseases presented with ‘ataxia’ or ‘spasticity’ in their clinical phenotype and we performed pathway analysis in order to: (a) search for candidate perturbed pathways of SA; and (b) evaluate the role of sphingolipid signaling pathway and sphingolipid metabolism in the disease development, through the identification of differentially expressed genes in patients compared to controls. Our results demonstrate consistent differential expression of genes that participate in the sphingolipid pathways and highlight alterations in the pathway level that might be associated with the disease phenotype. Through enrichment analysis, we discuss additional pathways that are connected to sphingolipid pathways, such as PI3K-Akt signaling, MAPK signaling, calcium signaling, and lipid and carbohydrate metabolism as the most enriched for ataxia and spasticity phenotypes.
topic spastic ataxia
gene expression
differential expression
pathway
pathway analysis
neurodegeneration
url https://www.mdpi.com/1422-0067/21/18/6722
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