Suppr超能文献

韩国队列中基于PET的Aβ沉积的全基因组转录组分析。

Genome-wide transcriptome analysis of Aβ deposition on PET in a Korean cohort.

作者信息

Park Tamina, Hwang Jiyun, Liu Shiwei, Chaudhuri Soumilee, Han Sang Won, Yi Dahyun, Byun Min Soo, Huang Yen-Ning, Rosewood Thea, Jung Gijung, Kim Min Jeong, Ahn Hyejin, Lee Jun-Young, Kim Yu Kyeong, Cho MinYoung, Bice Paula J, Craft Hannah, Risacher Shannon L, Gao Hongyu, Liu Yunlong, Kim SangYun, Park Young Ho, Lee Dong Young, Saykin Andrew J, Nho Kwangsik

机构信息

Center for Neuroimaging, Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, USA.

Indiana Alzheimer's Disease Research Center, Indiana University School of Medicine, Indianapolis, Indiana, USA.

出版信息

Alzheimers Dement. 2024 Dec;20(12):8787-8801. doi: 10.1002/alz.14348. Epub 2024 Nov 8.

Abstract

INTRODUCTION

Despite the recognized importance of including ethnic diversity in Alzheimer's disease (AD) research, substantial knowledge gaps remain, particularly in Asian populations.

METHODS

RNA sequencing was performed on blood samples from the Korean Brain Aging Study for the Early Diagnosis and Prediction of Alzheimer's Disease (KBASE) to perform differential gene expression (DGE), gene co-expression network, gene-set enrichment, and machine learning analyses for amyloid beta (Aβ) deposition on positron emission tomography.

RESULTS

DGE analysis identified 265 dysregulated genes associated with Aβ deposition and replicated three AD-associated genes in an independent Korean cohort. Network analysis identified two modules related to pathways including a natural killer (NK) cell-mediated immunity. Machine learning analysis showed the classification of Aβ positivity improved with the inclusion of gene expression data.

DISCUSSION

Our results in a Korean population suggest Aβ deposition-associated genes are enriched in NK cell-mediated immunity, providing a better understanding of AD molecular mechanisms and yielding potential diagnostic and therapeutic strategies.

HIGHLIGHTS

Dysregulated genes were associated with amyloid beta (Aβ) deposition on positron emission tomography in a Korean cohort. Dysregulated genes in Alzheimer's disease were replicated in an independent Korean cohort. Gene network modules were associated with Aβ deposition. Natural killer (NK) cell proportion in blood was associated with Aβ deposition. Dysregulated genes were related to a NK cell-mediated immunity.

摘要

引言

尽管人们认识到在阿尔茨海默病(AD)研究中纳入种族多样性的重要性,但仍存在重大知识空白,尤其是在亚洲人群中。

方法

对韩国阿尔茨海默病早期诊断与预测脑老化研究(KBASE)的血液样本进行RNA测序,以进行差异基因表达(DGE)、基因共表达网络、基因集富集分析以及针对正电子发射断层扫描中淀粉样β蛋白(Aβ)沉积的机器学习分析。

结果

DGE分析确定了265个与Aβ沉积相关的失调基因,并在一个独立的韩国队列中重复验证了三个与AD相关的基因。网络分析确定了两个与包括自然杀伤(NK)细胞介导的免疫等通路相关的模块。机器学习分析表明,纳入基因表达数据后,Aβ阳性的分类得到了改善。

讨论

我们在韩国人群中的研究结果表明,与Aβ沉积相关的基因在NK细胞介导的免疫中富集,这有助于更好地理解AD的分子机制,并产生潜在的诊断和治疗策略。

要点

在韩国队列中,失调基因与正电子发射断层扫描中的淀粉样β蛋白(Aβ)沉积相关。阿尔茨海默病中的失调基因在一个独立的韩国队列中得到了重复验证。基因网络模块与Aβ沉积相关。血液中自然杀伤(NK)细胞比例与Aβ沉积相关。失调基因与NK细胞介导的免疫相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/585b/11667488/73b4294d251c/ALZ-20-8787-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验