转录组
帕金森病
全血
疾病
生物
基因表达
免疫系统
生物标志物
队列
核糖核酸
基因
免疫学
生物信息学
医学
内科学
遗传学
作者
David W. Craig,Elizabeth Hutchins,Ivo Violich,Eric Alsop,J. Raphael Gibbs,Shawn Levy,Madison Robison,Nripesh Prasad,Tatiana Foroud,Karen Crawford,Arthur W. Toga,Timothy G. Whitsett,Seungchan Kim,Bradford Casey,Alyssa Reimer,Samantha J. Hutten,Mark Frasier,Fabian Kern,Tobias Fehlman,Andreas Keller
出处
期刊:Nature Aging
日期:2021-08-05
卷期号:1 (8): 734-747
被引量:55
标识
DOI:10.1038/s43587-021-00088-6
摘要
Changes in the blood-based RNA transcriptome have the potential to inform biomarkers of Parkinson's disease (PD) progression. Here we sequenced a discovery set of whole-blood RNA species in 4,871 longitudinally collected samples from 1,570 clinically phenotyped individuals from the Parkinson's Progression Marker Initiative (PPMI) cohort. Samples were sequenced to an average of 100 million read pairs to create a high-quality transcriptome. Participants with PD in the PPMI had significantly altered RNA expression (>2,000 differentially expressed genes), including an early and persistent increase in neutrophil gene expression, with a concomitant decrease in lymphocyte cell counts. This was validated in a cohort from the Parkinson's Disease Biomarkers Program (PDBP) consisting of 1,599 participants and by alterations in immune cell subtypes. This publicly available transcriptomic dataset, coupled with available detailed clinical data, provides new insights into PD biological processes impacting whole blood and new paths for developing diagnostic and prognostic PD biomarkers. The authors report whole-blood RNA-seq for 4,871 samples from 1,570 participants in the Parkinson Progression Marker Initiative. This Resource documents blood-based transcriptomic changes associated with PD, including early increases in neutrophil gene expression with a decrease in lymphocytes.
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