作者
Jake Gockley, Kelsey S Montgomery, William L Poehlman, Jesse C Wiley, Yue Liu, Ekaterina Gerasimov, Anna K Greenwood, Solveig K Sieberts, Aliza P Wingo, Thomas S Wingo, Lara M Mangravite, Benjamin A Logsdon
发表日期
2021/5/4
期刊
Genome medicine
卷号
13
期号
1
页码范围
76
出版商
BioMed Central
简介
Background
Alzheimer’s disease (AD) is an incurable neurodegenerative disease currently affecting 1.75% of the US population, with projected growth to 3.46% by 2050. Identifying common genetic variants driving differences in transcript expression that confer AD risk is necessary to elucidate AD mechanism and develop therapeutic interventions. We modify the FUSION transcriptome-wide association study (TWAS) pipeline to ingest gene expression values from multiple neocortical regions.
Methods
A combined dataset of 2003 genotypes clustered to 1000 Genomes individuals from Utah with Northern and Western European ancestry (CEU) was used to construct a training set of 790 genotypes paired to 888 RNASeq profiles from temporal cortex (TCX = 248), prefrontal cortex (FP = 50), inferior frontal gyrus (IFG = 41), superior temporal gyrus (STG = 34), parahippocampal cortex (PHG = 34), and dorsolateral …
引用总数