Deep sequencing of sncRNAs reveals hallmarks and regulatory modules of the transcriptome during Parkinson’s disease progression

转录组 生物 小RNA 疾病 帕金森病 深度测序 遗传学 小核仁RNA 非编码RNA 计算生物学 生物信息学 基因 基因表达 医学 基因组 内科学
作者
Fabian Kern,Tobias Fehlmann,Ivo Violich,Eric Alsop,Elizabeth Hutchins,Mustafa Kahraman,Nadja Grammes,Pedro Guimarães,Christina Backes,Kathleen L. Poston,Bradford Casey,Rudi Balling,Lars Geffers,Rejko Krüger,Douglas Galasko,Brit Mollenhauer,Eckart Meese,Tony Wyss‐Coray,David W. Craig,Kendall Van Keuren‐Jensen
出处
期刊:Nature Aging 卷期号:1 (3): 309-322 被引量:40
标识
DOI:10.1038/s43587-021-00042-6
摘要

Noncoding RNAs have diagnostic and prognostic importance in Parkinson’s disease (PD). We studied circulating small noncoding RNAs (sncRNAs) in two large-scale longitudinal PD cohorts (Parkinson’s Progression Markers Initiative (PPMI) and Luxembourg Parkinson’s Study (NCER-PD)) and modeled their impact on the transcriptome. Sequencing of sncRNAs in 5,450 blood samples of 1,614 individuals in PPMI yielded 323 billion reads, most of which mapped to microRNAs but covered also other RNA classes such as piwi-interacting RNAs, ribosomal RNAs and small nucleolar RNAs. Dysregulated microRNAs associated with disease and disease progression occur in two distinct waves in the third and seventh decade of life. Originating predominantly from immune cells, they resemble a systemic inflammation response and mitochondrial dysfunction, two hallmarks of PD. Profiling 1,553 samples from 1,024 individuals in the NCER-PD cohort validated biomarkers and main findings by an independent technology. Finally, network analysis of sncRNA and transcriptome sequencing from PPMI identified regulatory modules emerging in patients with progressing PD. The authors present a small noncoding RNA atlas characterizing two longitudinal Parkinson’s disease cohorts and reveal potential biomarkers for disease detection, their relation to molecular hallmarks of PD and regulatory disease-progression modules.
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