Tamina Park, Jiyun Hwang, Shiwei Liu, Soumilee Chaudhuri, Sang Won Han, Dahyun Yi, Min Soo Byun, Yen‐Ning Huang, Thea Rosewood, Gijung Jung, Min Jeong Kim, Hyejin Ahn, Jun‐Young Lee, Yu Kyeong Kim, MinYoung Cho, Paula J. Bice, Hannah Craft, Shannon L. Risacher, Hongyu Gao, Yunlong Liu, SangYun Kim, Young Ho Park, Dong Young Lee, Andrew J. Saykin, Kwangsik Nho
{"title":"Genome‐wide transcriptome analysis of Aβ deposition on PET in a Korean cohort","authors":"Tamina Park, Jiyun Hwang, Shiwei Liu, Soumilee Chaudhuri, Sang Won Han, Dahyun Yi, Min Soo Byun, Yen‐Ning Huang, Thea Rosewood, Gijung Jung, Min Jeong Kim, Hyejin Ahn, Jun‐Young Lee, Yu Kyeong Kim, MinYoung Cho, Paula J. Bice, Hannah Craft, Shannon L. Risacher, Hongyu Gao, Yunlong Liu, SangYun Kim, Young Ho Park, Dong Young Lee, Andrew J. Saykin, Kwangsik Nho","doi":"10.1002/alz.14348","DOIUrl":null,"url":null,"abstract":"INTRODUCTIONDespite the recognized importance of including ethnic diversity in Alzheimer's disease (AD) research, substantial knowledge gaps remain, particularly in Asian populations.METHODSRNA 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.RESULTSDGE 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.DISCUSSIONOur 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<jats:list list-type=\"bullet\"> <jats:list-item>Dysregulated genes were associated with amyloid beta (Aβ) deposition on positron emission tomography in a Korean cohort.</jats:list-item> <jats:list-item>Dysregulated genes in Alzheimer's disease were replicated in an independent Korean cohort.</jats:list-item> <jats:list-item>Gene network modules were associated with Aβ deposition.</jats:list-item> <jats:list-item>Natural killer (NK) cell proportion in blood was associated with Aβ deposition.</jats:list-item> <jats:list-item>Dysregulated genes were related to a NK cell–mediated immunity.</jats:list-item> </jats:list>","PeriodicalId":7471,"journal":{"name":"Alzheimer's & Dementia","volume":"18 1","pages":""},"PeriodicalIF":13.0000,"publicationDate":"2024-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Alzheimer's & Dementia","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1002/alz.14348","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
INTRODUCTIONDespite the recognized importance of including ethnic diversity in Alzheimer's disease (AD) research, substantial knowledge gaps remain, particularly in Asian populations.METHODSRNA 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.RESULTSDGE 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.DISCUSSIONOur 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.HighlightsDysregulated 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.
简介:尽管阿尔茨海默病(AD)研究中种族多样性的重要性已得到公认,但仍存在大量的知识空白,尤其是在亚洲人群中。结果DGE分析发现了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复制了3个与AD相关的基因。网络分析发现了两个与通路相关的模块,包括自然杀伤(NK)细胞介导的免疫。我们在韩国人群中的研究结果表明,Aβ沉积相关基因富集于 NK 细胞介导的免疫中,这有助于更好地了解 AD 分子机制,并产生潜在的诊断和治疗策略。阿尔茨海默病的失调基因在一个独立的韩国队列中得到了复制。基因网络模块与 Aβ 沉积有关。血液中自然杀伤(NK)细胞的比例与 Aβ 沉积有关。失调基因与 NK 细胞介导的免疫有关。
期刊介绍:
Alzheimer's & Dementia is a peer-reviewed journal that aims to bridge knowledge gaps in dementia research by covering the entire spectrum, from basic science to clinical trials to social and behavioral investigations. It provides a platform for rapid communication of new findings and ideas, optimal translation of research into practical applications, increasing knowledge across diverse disciplines for early detection, diagnosis, and intervention, and identifying promising new research directions. In July 2008, Alzheimer's & Dementia was accepted for indexing by MEDLINE, recognizing its scientific merit and contribution to Alzheimer's research.