Evaluation of Cell-Specific Alterations in Alzheimer’s Disease and Relevance of In Vitro Models
Alzheimer’s disease (AD) is a neurodegenerative disorder classically characterized by two neuropathological hallmarks: β-amyloid plaques and tau tangles in the brain. However, the cellular and molecular mechanisms involved in AD are still elusive, which dampens the possibility of finding new and mor...
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-12-01
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| Series: | Genes |
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| Online Access: | https://www.mdpi.com/2073-4425/14/12/2187 |
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| author | Giorgio Guido Katia Mangano Lyubka Tancheva Reni Kalfin Gian Marco Leone Andrea Saraceno Paolo Fagone Ferdinando Nicoletti Maria Cristina Petralia |
| author_facet | Giorgio Guido Katia Mangano Lyubka Tancheva Reni Kalfin Gian Marco Leone Andrea Saraceno Paolo Fagone Ferdinando Nicoletti Maria Cristina Petralia |
| author_sort | Giorgio Guido |
| collection | DOAJ |
| description | Alzheimer’s disease (AD) is a neurodegenerative disorder classically characterized by two neuropathological hallmarks: β-amyloid plaques and tau tangles in the brain. However, the cellular and molecular mechanisms involved in AD are still elusive, which dampens the possibility of finding new and more effective therapeutic interventions. Current in vitro models are limited in modelling the complexity of AD pathogenesis. In this study, we aimed to characterize the AD expression signature upon a meta-analysis of multiple human datasets, including different cell populations from various brain regions, and compare cell-specific alterations in AD patients and in vitro models to highlight the appropriateness and the limitations of the currently available models in recapitulating AD pathology. The meta-analysis showed consistent enrichment of the Rho GTPases signaling pathway among different cell populations and in the models. The accuracy of in vitro models was higher for neurons and lowest for astrocytes. Our study underscores the particularly low fidelity in modelling down-regulated genes across all cell populations. The top enriched pathways arising from meta-analysis of human data differ from the enriched pathways arising from the overlap. We hope that our data will prove useful in indicating a starting point in the development of future, more complex, 3D in vitro models. |
| first_indexed | 2024-03-08T20:44:33Z |
| format | Article |
| id | doaj.art-2c87dcc796e747a58168b74aedc2dbe3 |
| institution | Directory Open Access Journal |
| issn | 2073-4425 |
| language | English |
| last_indexed | 2024-03-08T20:44:33Z |
| publishDate | 2023-12-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Genes |
| spelling | doaj.art-2c87dcc796e747a58168b74aedc2dbe32023-12-22T14:11:13ZengMDPI AGGenes2073-44252023-12-011412218710.3390/genes14122187Evaluation of Cell-Specific Alterations in Alzheimer’s Disease and Relevance of In Vitro ModelsGiorgio Guido0Katia Mangano1Lyubka Tancheva2Reni Kalfin3Gian Marco Leone4Andrea Saraceno5Paolo Fagone6Ferdinando Nicoletti7Maria Cristina Petralia8Department of Biomedical and Biotechnological Sciences, University of Catania, Via S. Sofia 89, 95123 Catania, ItalyDepartment of Biomedical and Biotechnological Sciences, University of Catania, Via S. Sofia 89, 95123 Catania, ItalyDepartment of Biological Effects of Natural and Synthetic Substances, Institute of Neurobiology, Bulgarian Academy of Sciences, Acad. Georgi Bonchev Str. Block 23, 1113 Sofia, BulgariaDepartment of Biological Effects of Natural and Synthetic Substances, Institute of Neurobiology, Bulgarian Academy of Sciences, Acad. Georgi Bonchev Str. Block 23, 1113 Sofia, BulgariaDepartment of Biomedical and Biotechnological Sciences, University of Catania, Via S. Sofia 89, 95123 Catania, ItalyDepartment of Biomedical and Biotechnological Sciences, University of Catania, Via S. Sofia 89, 95123 Catania, ItalyDepartment of Biomedical and Biotechnological Sciences, University of Catania, Via S. Sofia 89, 95123 Catania, ItalyDepartment of Biomedical and Biotechnological Sciences, University of Catania, Via S. Sofia 89, 95123 Catania, ItalyDepartment of Clinical and Experimental Medicine, University of Messina, 98122 Messina, ItalyAlzheimer’s disease (AD) is a neurodegenerative disorder classically characterized by two neuropathological hallmarks: β-amyloid plaques and tau tangles in the brain. However, the cellular and molecular mechanisms involved in AD are still elusive, which dampens the possibility of finding new and more effective therapeutic interventions. Current in vitro models are limited in modelling the complexity of AD pathogenesis. In this study, we aimed to characterize the AD expression signature upon a meta-analysis of multiple human datasets, including different cell populations from various brain regions, and compare cell-specific alterations in AD patients and in vitro models to highlight the appropriateness and the limitations of the currently available models in recapitulating AD pathology. The meta-analysis showed consistent enrichment of the Rho GTPases signaling pathway among different cell populations and in the models. The accuracy of in vitro models was higher for neurons and lowest for astrocytes. Our study underscores the particularly low fidelity in modelling down-regulated genes across all cell populations. The top enriched pathways arising from meta-analysis of human data differ from the enriched pathways arising from the overlap. We hope that our data will prove useful in indicating a starting point in the development of future, more complex, 3D in vitro models.https://www.mdpi.com/2073-4425/14/12/2187Alzheimer’s diseaseneurodegenerationin vitro models |
| spellingShingle | Giorgio Guido Katia Mangano Lyubka Tancheva Reni Kalfin Gian Marco Leone Andrea Saraceno Paolo Fagone Ferdinando Nicoletti Maria Cristina Petralia Evaluation of Cell-Specific Alterations in Alzheimer’s Disease and Relevance of In Vitro Models Genes Alzheimer’s disease neurodegeneration in vitro models |
| title | Evaluation of Cell-Specific Alterations in Alzheimer’s Disease and Relevance of In Vitro Models |
| title_full | Evaluation of Cell-Specific Alterations in Alzheimer’s Disease and Relevance of In Vitro Models |
| title_fullStr | Evaluation of Cell-Specific Alterations in Alzheimer’s Disease and Relevance of In Vitro Models |
| title_full_unstemmed | Evaluation of Cell-Specific Alterations in Alzheimer’s Disease and Relevance of In Vitro Models |
| title_short | Evaluation of Cell-Specific Alterations in Alzheimer’s Disease and Relevance of In Vitro Models |
| title_sort | evaluation of cell specific alterations in alzheimer s disease and relevance of in vitro models |
| topic | Alzheimer’s disease neurodegeneration in vitro models |
| url | https://www.mdpi.com/2073-4425/14/12/2187 |
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