Article: Synergistic influence of cytokine gene polymorphisms over the risk of dementia: A multifactor dimensionality reduction analysis.
Frontiers in aging neuroscience
2022 Volume 14, Page(s) 952173
Abstract: Objective: Evidence supports the important role of neuroinflammation in some types of dementia. This study aimed to evaluate the effect of epistasis of gene cytokines such as interleukin (IL)-α, IL-6, tumor necrosis factor (TNFα), and interferon-gamma ( ... ...
Abstract | Objective: Evidence supports the important role of neuroinflammation in some types of dementia. This study aimed to evaluate the effect of epistasis of gene cytokines such as interleukin (IL)-α, IL-6, tumor necrosis factor (TNFα), and interferon-gamma (IFN-γ) on the susceptibility to the development of dementia. Materials and methods: In the study, 221 patients diagnosed with dementia and 710 controls were included. The multifactor-dimensionality reduction (MDR) analysis was performed to identify the epistasis between SNP located in genes of IL-α (rs1800587), IL-6 (rs1800796), TNFα (rs361525 and rs1800629), and IFNγ (rs2069705). The best risk prediction model was identified based on precision and cross-validation consistency. Results: Multifactor-dimensionality reduction analysis detected a significant model with the genes TNFα, IFNγ, IL1α, and IL6 (prediction success: 72%, Conclusion: These data indicate that gene-gene interactions form significant models to identify populations susceptible to dementia. |
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Language | English |
Publishing date | 2022-10-26 |
Publishing country | Switzerland |
Document type | Journal Article |
ZDB-ID | 2558898-9 |
ISSN | 1663-4365 |
ISSN | 1663-4365 |
DOI | 10.3389/fnagi.2022.952173 |
Database | MEDical Literature Analysis and Retrieval System OnLINE |
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