Converging peripheral blood microRNA profiles in Parkinson's disease and progressive supranuclear palsy

被引:5
作者
Pavelka, Lukas [1 ,2 ,3 ]
Rauschenberger, Armin [4 ,5 ]
Hemedan, Ahmed [6 ]
Ostaszewski, Marek [6 ]
Glaab, Enrico [4 ]
Kruger, Rejko [1 ,2 ,3 ]
机构
[1] Luxembourg Inst Hlth LIH, Transversal Translat Med, 1A-B Rue Thomas Edison, L-1445 Luxembourg, Luxembourg
[2] Ctr Hosp Luxembourg, Parkinsons Res Clin, L-1210 Luxembourg, Luxembourg
[3] Univ Luxembourg, Luxembourg Ctr Syst Biomed LCSB, Translat Neurosci, 6 Ave Swing, L-4367 Luxembourg, Luxembourg
[4] Univ Luxembourg, Luxembourg Ctr Syst Biomed LCSB, Biomed Data Sci Grp, L-4367 Esch Sur Alzette, Luxembourg
[5] Luxembourg Inst Hlth LIH, Competence Ctr Methodol & Stat, Translat Med Operat Hub, L-1445 Luxembourg, Luxembourg
[6] Univ Luxembourg, Luxembourg Ctr Syst Biomed LCSB, Bioinformat Core Unit, L-4367 Esch Sur Alzette, Luxembourg
关键词
microRNA; Parkinson's disease; progressive supranuclear palsy; Boolean modelling; natural killer cell; EXPRESSION; BIOMARKERS; SIGNATURES; AUTOPHAGY; DIAGNOSIS; DISORDER; PLASMA; CELLS;
D O I
10.1093/braincomms/fcae187
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
MicroRNAs act via targeted suppression of messenger RNA translation in the DNA-RNA-protein axis. The dysregulation of microRNA(s) reflects the epigenetic changes affecting the cellular processes in multiple disorders. To understand the complex effect of dysregulated microRNAs linked to neurodegeneration, we performed a cross-sectional microRNA expression analysis in idiopathic Parkinson's disease (n = 367), progressive supranuclear palsy (n = 35) and healthy controls (n = 416) from the Luxembourg Parkinson's Study, followed by prediction modelling, enriched pathway analysis and target simulation of dysregulated microRNAs using probabilistic Boolean modelling. Forty-six microRNAs were identified to be dysregulated in Parkinson's disease versus controls and 16 in progressive supranuclear palsy versus controls with 4 overlapping significantly dysregulated microRNAs between the comparisons. Predictive power of microRNA subsets (including up to 100 microRNAs) was modest for differentiating Parkinson's disease or progressive supranuclear palsy from controls (maximal cross-validated area under the receiver operating characteristic curve 0.76 and 0.86, respectively) and low for progressive supranuclear palsy versus Parkinson's disease (maximal cross-validated area under the receiver operating characteristic curve 0.63). The enriched pathway analysis revealed natural killer cell pathway to be dysregulated in both, Parkinson's disease and progressive supranuclear palsy versus controls, indicating that the immune system might play an important role in both diseases. Probabilistic Boolean modelling of pathway dynamics affected by dysregulated microRNAs in Parkinson's disease and progressive supranuclear palsy revealed partially overlapping dysregulation in activity of the transcription factor EB, endoplasmic reticulum stress signalling, calcium signalling pathway, dopaminergic transcription and peroxisome proliferator-activated receptor gamma coactivator-1 alpha activity, though involving different mechanisms. These findings indicated a partially convergent (sub)cellular end-point dysfunction at multiple levels in Parkinson's disease and progressive supranuclear palsy, but with distinctive underlying molecular mechanisms.
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页数:18
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