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Differential Expression and miRNA-Gene Interactions in Early and Late Mild Cognitive Impairment
Leonardo Miranda Brito1,2, Ândrea Ribeiro-Dos-Santos1,2, Amanda Ferreira Vidal1,2
1Laboratório de Genética Humana e Médica, Instituto de Ciêncas Biológicas, Universidade Federal do Pará, Belém 66075-110, Brazil.
Abstract:
Mild cognitive impairment (MCI) and Alzheimer's Disease (AD) are complex diseases with their molecular architecture not elucidated. APOE, Amyloid Beta Precursor Protein (APP), and Presenilin-1 (PSEN1) are well-known genes associated with both MCI and AD. Recently, epigenetic alterations and dysregulated regulatory elements, such as microRNAs (miRNAs), have been reported associated with neurodegeneration. In this study, differential expression analysis (DEA) was performed for genes and miRNAs based on microarray and RNA-Seq data. Global gene profile of healthy individuals, early and late mild cognitive impairment (EMCI and LMCI, respectively), and AD was obtained from ADNI Cohort. miRNA global profile of healthy individuals and AD patients was extracted from public RNA-Seq data. DEA performed with limma package on ADNI Cohort data highlighted eight differential expressed (DE) genes (AGER, LINC00483, MMP19, CATSPER1, ARFGAP1, GPER1, PHLPP2, TRPM2) (false discovery rate (FDR) p-value < 0.05) between EMCI and LMCI patients. Previous molecular studies showed associations between these genes with dementia and neurological-related pathways. Five dysregulated miRNAs were identified by DEA performed with RNA-Seq data and edgeR (FDR p-value < 0.002). All reported miRNAs in AD interact with the aforementioned genes. Our integrative transcriptomic analysis was able to identify a set of miRNA-gene interactions that may be involved in cognitive and neurodegeneration processes.
Insights
This study identifies eight differentially expressed genes and five microRNAs in early and late mild cognitive impairment (MCI). These findings reveal potential miRNA-gene interactions crucial for understanding cognitive decline and neurodegeneration in Alzheimer's Disease (AD).
Area of Science:
- Neuroscience
- Genetics
- Molecular Biology
Background:
- Mild cognitive impairment (MCI) and Alzheimer's Disease (AD) are complex neurodegenerative disorders with incompletely understood molecular underpinnings.
- While genes like APOE, APP, and PSEN1 are implicated, epigenetic factors and microRNAs (miRNAs) are increasingly recognized for their role in neurodegeneration.
- Existing research highlights the need for integrated analyses of gene and miRNA expression to elucidate disease mechanisms.
Purpose of the Study:
- To identify differentially expressed genes and miRNAs in individuals with early and late mild cognitive impairment (EMCI and LMCI) compared to healthy controls and AD patients.
- To explore potential miRNA-gene interactions involved in cognitive impairment and neurodegeneration.
- To contribute to a deeper understanding of the molecular architecture of MCI and AD.
Main Methods:
- Differential expression analysis (DEA) was performed on gene and miRNA profiles obtained from microarray and RNA-Seq data.
- Gene expression data from the ADNI Cohort included healthy individuals, EMCI, LMCI, and AD patients.
- miRNA expression data from healthy individuals and AD patients were extracted from public RNA-Seq datasets. The limma and edgeR packages were utilized for DEA.
Main Results:
- Eight differentially expressed genes (AGER, LINC00483, MMP19, CATSPER1, ARFGAP1, GPER1, PHLPP2, TRPM2) were identified between EMCI and LMCI patients (FDR p-value < 0.05).
- Five dysregulated miRNAs were identified (FDR p-value < 0.002).
- All identified miRNAs interact with the previously identified differentially expressed genes, suggesting a coordinated regulatory network.
Conclusions:
- The study successfully identified specific genes and miRNAs that are dysregulated in early and late stages of MCI.
- The findings highlight a network of miRNA-gene interactions potentially playing a significant role in cognitive decline and neurodegenerative processes.
- This integrative transcriptomic analysis provides novel insights into the molecular mechanisms underlying MCI and AD, paving the way for future research and therapeutic strategies.
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