全基因组关联研究
疾病
细胞
转录组
生物
神经科学
计算生物学
医学
遗传学
基因
单核苷酸多态性
病理
基因型
基因表达
作者
Jinwei Li,Zhen Yang,Yanwei You,Zhiwei Huang,Lei Wu,Cong Liu,Baohui Weng,Liya Pan,Yan Huang,Yushen Huang,Mengqi Yang,Ming‐Hui Lu,Rui Li,Xianlei Yan,Quan Liu,Shuai Deng
标识
DOI:10.3389/fimmu.2024.1360687
摘要
Aging is an important factor in the development of Alzheimer's disease (AD). The senescent cells can be recognized and removed by NK cells. However, NK cell function is gradually inactivated with age. Therefore, this study used senescence as an entry point to investigate how NK cells affect AD.The study validated the correlation between cognition and aging through a prospective cohort of the National Health and Nutrition Examination Survey database. A cellular trajectory analysis of the aging population was performed using single-cell nuclear transcriptome sequencing data from patients with AD and different ages. The genome-wide association study (GWAS) cohort of AD patients was used as the outcome event, and the expression quantitative trait locus was used as an instrumental variable. Causal associations between genes and AD were analyzed by bidirectional Mendelian randomization (MR) and co-localization. Finally, clinical cohorts were constructed to validate the expression of key genes.A correlation between cognition and aging was demonstrated using 2,171 older adults over 60 years of age. Gene regulation analysis revealed that most of the highly active transcription factors were concentrated in the NK cell subpopulation of AD. NK cell trajectories were constructed for different age populations. MR and co-localization analyses revealed that CHD6 may be one of the factors influencing AD.We explored different levels of AD and aging from population cohorts, single-cell data, and GWAS cohorts and found that there may be some correlations of NK cells between aging and AD. It also provides some basis for potential causation.
科研通智能强力驱动
Strongly Powered by AbleSci AI