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Meta‐analyses identify differentially expressed microRNAs in Parkinson's disease
Author(s) -
Schulz Jessica,
Takousis Petros,
Wohlers Inken,
Itua Ivie O.G.,
Dobricic Valerija,
Rücker Gerta,
Binder Harald,
Middleton Lefkos,
Ioannidis John P.A.,
Perneczky Robert,
Bertram Lars,
Lill Christina M.
Publication year - 2019
Publication title -
annals of neurology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 4.764
H-Index - 296
eISSN - 1531-8249
pISSN - 0364-5134
DOI - 10.1002/ana.25490
Subject(s) - microrna , meta analysis , bonferroni correction , gene expression profiling , gene , fold change , biology , gene expression , oncology , medicine , bioinformatics , genetics , statistics , mathematics
Objective MicroRNA (miRNA)‐mediated (dys)regulation of gene expression has been implicated in Parkinson's disease (PD), although results of miRNA expression studies remain inconclusive. We aimed to identify miRNAs that show consistent differential expression across all published expression studies in PD. Methods We performed a systematic literature search on miRNA expression studies in PD and extracted data from eligible publications. After stratification for brain, blood, and cerebrospinal fluid (CSF)‐derived specimen, we performed meta‐analyses across miRNAs assessed in three or more independent data sets. Meta‐analyses were performed using effect‐size– and p ‐value–based methods, as applicable. Results After screening 599 publications, we identified 47 data sets eligible for meta‐analysis. On these, we performed 160 meta‐analyses on miRNAs quantified in brain (n = 125), blood (n = 31), or CSF (n = 4). Twenty‐one meta‐analyses were performed using effect sizes. We identified 13 significantly (Bonferroni‐adjusted α = 3.13 × 10 –4 ) differentially expressed miRNAs in brain (n = 3) and blood (n = 10) with consistent effect directions across studies. The most compelling findings were with hsa‐miR‐132‐3p ( p = 6.37 × 10 –5 ), hsa‐miR‐497‐5p ( p = 1.35 × 10 –4 ), and hsa‐miR‐133b ( p = 1.90 × 10 –4 ) in brain and with hsa‐miR‐221‐3p ( p = 4.49 × 10 –35 ), hsa‐miR‐214‐3p ( p = 2.00 × 10 –34 ), and hsa‐miR‐29c‐3p ( p = 3.00 × 10 –12 ) in blood. No significant signals were found in CSF. Analyses of genome‐wide association study data for target genes of brain miRNAs showed significant association (α = 9.40 × 10 –5 ) of genetic variants in nine loci. Interpretation We identified several miRNAs that showed highly significant differential expression in PD. Future studies may assess the possible role of the identified brain miRNAs in pathogenesis and disease progression as well as the potential of the top blood miRNAs as biomarkers for diagnosis, progression, or prediction of PD. ANN NEUROL 2019;85:835–851.