{"title":"纵向阿尔茨海默病生物标志物内表型全基因组分析中的通路富集。","authors":"Thea J Rosewood,Kwangsik Nho,Shannon L Risacher,Shiwei Liu,Sujuan Gao,Li Shen,Tatiana Foroud,Andrew J Saykin,","doi":"10.1002/alz.14308","DOIUrl":null,"url":null,"abstract":"INTRODUCTION\r\nThe genetic pathways that influence longitudinal heterogeneous changes in Alzheimer's disease (AD) may provide insight into disease mechanisms and potential therapeutic targets.\r\n\r\nMETHODS\r\nLongitudinal endophenotypes from the Alzheimer's Disease Neuroimaging Initiative (ADNI) representing amyloid, tau, neurodegeneration (A/T/N), and cognition were selected. Genome-wide association analysis was performed using a linear mixed model (LMM) approach, followed by gene and pathway enrichment with significant and functionally relevant SNPs.\r\n\r\nRESULTS\r\nA total of 33 and 19 statistically significant pathways were identified associating with the intercept and longitudinal trajectory, respectively. The longitudinal intercept pathways represent eight groups: immune, metabolic, cell growth and survival, DNA maintenance, neuronal signaling, RAS/MAPK/ERK signaling pathways, vesicle and lysosomal transport, and transcription modification. Longitudinal trajectory pathways represented six groups: Immune, metabolic, cell signaling, cytoskeleton, and glycosylation.\r\n\r\nDISCUSSION\r\nLongitudinal enrichment identified pathways that uniquely associate with trajectories of key AD biomarkers and cognition, providing new insight into AD course-related mechanisms and potential new therapeutic targets.\r\n\r\nHIGHLIGHTS\r\nA systematic genome-wide analysis with longitudinal AD biomarker endophenotypes was performed. Enriched pathways were identified with functionally derived SNP to gene analysis. Fifty-two pathways were associated with longitudinal trajectory and intercept. Many of the identified pathways are specific steps in larger pathways implicated in AD. The identified pathways may provide therapeutic targets and areas for further study.","PeriodicalId":7471,"journal":{"name":"Alzheimer's & Dementia","volume":"34 1","pages":""},"PeriodicalIF":13.0000,"publicationDate":"2024-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Pathway enrichment in genome-wide analysis of longitudinal Alzheimer's disease biomarker endophenotypes.\",\"authors\":\"Thea J Rosewood,Kwangsik Nho,Shannon L Risacher,Shiwei Liu,Sujuan Gao,Li Shen,Tatiana Foroud,Andrew J Saykin,\",\"doi\":\"10.1002/alz.14308\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"INTRODUCTION\\r\\nThe genetic pathways that influence longitudinal heterogeneous changes in Alzheimer's disease (AD) may provide insight into disease mechanisms and potential therapeutic targets.\\r\\n\\r\\nMETHODS\\r\\nLongitudinal endophenotypes from the Alzheimer's Disease Neuroimaging Initiative (ADNI) representing amyloid, tau, neurodegeneration (A/T/N), and cognition were selected. Genome-wide association analysis was performed using a linear mixed model (LMM) approach, followed by gene and pathway enrichment with significant and functionally relevant SNPs.\\r\\n\\r\\nRESULTS\\r\\nA total of 33 and 19 statistically significant pathways were identified associating with the intercept and longitudinal trajectory, respectively. The longitudinal intercept pathways represent eight groups: immune, metabolic, cell growth and survival, DNA maintenance, neuronal signaling, RAS/MAPK/ERK signaling pathways, vesicle and lysosomal transport, and transcription modification. Longitudinal trajectory pathways represented six groups: Immune, metabolic, cell signaling, cytoskeleton, and glycosylation.\\r\\n\\r\\nDISCUSSION\\r\\nLongitudinal enrichment identified pathways that uniquely associate with trajectories of key AD biomarkers and cognition, providing new insight into AD course-related mechanisms and potential new therapeutic targets.\\r\\n\\r\\nHIGHLIGHTS\\r\\nA systematic genome-wide analysis with longitudinal AD biomarker endophenotypes was performed. Enriched pathways were identified with functionally derived SNP to gene analysis. Fifty-two pathways were associated with longitudinal trajectory and intercept. Many of the identified pathways are specific steps in larger pathways implicated in AD. The identified pathways may provide therapeutic targets and areas for further study.\",\"PeriodicalId\":7471,\"journal\":{\"name\":\"Alzheimer's & Dementia\",\"volume\":\"34 1\",\"pages\":\"\"},\"PeriodicalIF\":13.0000,\"publicationDate\":\"2024-10-23\",\"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.14308\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CLINICAL NEUROLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Alzheimer's & Dementia","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1002/alz.14308","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
摘要
方法从阿尔茨海默病神经影像学倡议(ADNI)中筛选出代表淀粉样蛋白、tau、神经变性(A/T/N)和认知的纵向内表型。采用线性混合模型(LMM)方法进行了全基因组关联分析,然后用具有显著功能相关性的 SNPs 对基因和通路进行了富集。纵向截距通路代表八组:免疫、代谢、细胞生长和存活、DNA 维护、神经元信号转导、RAS/MAPK/ERK 信号转导通路、囊泡和溶酶体转运以及转录修饰。纵向轨迹途径分为六组:讨论纵向富集发现了与AD关键生物标记物和认知轨迹独特相关的通路,为了解AD病程相关机制和潜在的新治疗靶点提供了新的视角。通过对基因进行功能衍生 SNP 分析,确定了丰富的通路。52条通路与纵向轨迹和截距有关。许多已确定的通路都是与 AD 有关的更大通路中的特定步骤。所确定的通路可能提供治疗目标和进一步研究的领域。
Pathway enrichment in genome-wide analysis of longitudinal Alzheimer's disease biomarker endophenotypes.
INTRODUCTION
The genetic pathways that influence longitudinal heterogeneous changes in Alzheimer's disease (AD) may provide insight into disease mechanisms and potential therapeutic targets.
METHODS
Longitudinal endophenotypes from the Alzheimer's Disease Neuroimaging Initiative (ADNI) representing amyloid, tau, neurodegeneration (A/T/N), and cognition were selected. Genome-wide association analysis was performed using a linear mixed model (LMM) approach, followed by gene and pathway enrichment with significant and functionally relevant SNPs.
RESULTS
A total of 33 and 19 statistically significant pathways were identified associating with the intercept and longitudinal trajectory, respectively. The longitudinal intercept pathways represent eight groups: immune, metabolic, cell growth and survival, DNA maintenance, neuronal signaling, RAS/MAPK/ERK signaling pathways, vesicle and lysosomal transport, and transcription modification. Longitudinal trajectory pathways represented six groups: Immune, metabolic, cell signaling, cytoskeleton, and glycosylation.
DISCUSSION
Longitudinal enrichment identified pathways that uniquely associate with trajectories of key AD biomarkers and cognition, providing new insight into AD course-related mechanisms and potential new therapeutic targets.
HIGHLIGHTS
A systematic genome-wide analysis with longitudinal AD biomarker endophenotypes was performed. Enriched pathways were identified with functionally derived SNP to gene analysis. Fifty-two pathways were associated with longitudinal trajectory and intercept. Many of the identified pathways are specific steps in larger pathways implicated in AD. The identified pathways may provide therapeutic targets and areas for further study.
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.