揭开认知衰老的分子景观:多基因风险评分,DNA甲基化和基因表达的见解
Sonya Neto1, Andreia Reis1, Miguel Pinheiro1
1Institute for Biomedicine (iBiMED) and Department of Medical Sciences, University of Aveiro, 3810-193, Aveiro, Portugal.
Human genomics
|July 3, 2024
概括
白质完整性的多基因风险得分与老化中的记忆和大脑变化有关. 多omics数据揭示了像突触功能障碍这样的分子通路,有助于认知衰老.
科学领域:
- 神经科学是一个神经科学.
- 遗传学 是一个遗传学.
- 衰老研究研究 衰老研究
背景情况:
- 老龄化是脑小血管疾病和认知能力下降的主要危险因素.
- 连接白质完整性,遗传倾向和认知衰老的机制尚未完全理解.
研究的目的:
- 研究多基因风险评分 (PRS) 对白质 (WM) 完整性对认知衰老的影响.
- 分析与年龄相关的DNA甲基化和基因表达改变.
- 整合多学科数据以识别认知衰老的特征.
主要方法:
- 使用GWAS数据计算了WM完整性标记 (WM超强度,FA,MD) 的PRS.
- 使用稀疏部分最小方程-歧视性分析 (sPLS-DA) 来减少omics数据的维度.
- 利用正规相关性来整合PRS,DNA甲基化和基因表达数据.
主要成果:
- MD-PRS与长期记忆积极相关,并与大脑结构变化相关.
- 富含血管和非血管衰老相关基因的多基因信号.
- 多omics集成突出突出突触功能障碍,轴突退化,以及在认知衰老中的糖化.
结论:
- 研究结果提供了有关WM完整性和认知衰老的生物学机制的见解.
- 与年龄相关的DNA甲基化和基因表达的变化对认知衰老有显著的贡献.
更多相关视频
09:38Generalized Psychophysiological Interaction PPI Analysis of Memory Related Connectivity in Individuals at Genetic Risk for Alzheimer's Disease
Published on: November 14, 2017
14.9K
13:11Optimized Analysis of DNA Methylation and Gene Expression from Small, Anatomically-defined Areas of the Brain
Published on: July 12, 2012
18.8K
相关概念视频
Human Genetics
556
Human genetics provides a profound framework for understanding the interplay between genetic predispositions and human psychology. At the heart of this discipline lies the study of how genes influence physical traits, behaviors, and susceptibility to diseases. Each person carries a unique genetic code that subtly or significantly shapes their psychological and behavioral landscape.
The complex relationship between genetics and psychology is observable through common biological components such...
The complex relationship between genetics and psychology is observable through common biological components such...
556
Polygenic Traits
65.7K
When more than one gene is responsible for a given phenotype, the trait is considered polygenic. Human height is a polygenic trait. Studies have uncovered hundreds of loci that influence height, and there are believed to be many more. Due to the high number of genes involved, as well as environmental and nutritional factors, height varies significantly within a given population. The distribution of height forms a bell-shaped curve, with relatively few individuals in the population at the...
65.7K
Aging
41
Aging is a complex biological phenomenon influenced by various processes that affect cellular and systemic functions. Several prominent theories attempt to explain its mechanisms, highlighting cellular limitations, oxidative damage, and hormonal changes as central factors in aging.
Cellular Clock Theory
The cellular clock theory posits that the human lifespan is closely tied to the finite capacity of cells to divide, a phenomenon governed by telomeres, which are protective caps at the ends of...
Cellular Clock Theory
The cellular clock theory posits that the human lifespan is closely tied to the finite capacity of cells to divide, a phenomenon governed by telomeres, which are protective caps at the ends of...
41
Genome-wide Association Studies-GWAS
13.3K
Genome-wide association studies or GWAS are used to identify whether common SNPs are associated with certain diseases. Suppose specific SNPs are more frequently observed in individuals with a particular disease than those without the disease. In that case, those SNPs are said to be associated with the disease. Chi-square analysis is performed to check the probability of the allele likely to be associated with the disease.
GWAS does not require the identification of the target gene involved in...
GWAS does not require the identification of the target gene involved in...
13.3K
Epigenetic Regulation
3.0K
Epigenetic changes alter the physical structure of the DNA without changing the genetic sequence and often regulate whether genes are turned on or off. This regulation ensures that each cell produces only proteins necessary for its function. For example, proteins that promote bone growth are not produced in muscle cells. Epigenetic mechanisms play an essential role in healthy development. Conversely, precisely regulated epigenetic mechanisms are disrupted in diseases like cancer.
X-chromosome...
X-chromosome...
3.0K
Alzheimer's Disease: Overview
461
Alzheimer's Disease (AD) is a continually advancing neurodegenerative disorder, distinguished by escalating memory loss, cognitive dysfunction, and dementia. The disease unfolds in three stages: preclinical, mild cognitive impairment (MCI), and dementia. Its onset is insidious, and the progression gradual, with the cause not well explained by other disorders.
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ...
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ...
461
