Multi-omic landscaping of human midbrains identifies disease-relevant molecular targets and pathways in advanced-stage Parkinson's disease

被引:24
|
作者
Caldi Gomes, Lucas [1 ,2 ]
Galhoz, Ana [3 ,4 ]
Jain, Gaurav [5 ]
Roser, Anna-Elisa [2 ]
Maass, Fabian [2 ]
Carboni, Eleonora [2 ]
Barski, Elisabeth [2 ]
Lenz, Christof [6 ,7 ]
Lohmann, Katja [8 ]
Klein, Christine [8 ]
Baehr, Mathias [2 ,5 ]
Fischer, Andre [5 ,9 ]
Menden, Michael P. [3 ,4 ,10 ]
Lingor, Paul [1 ,11 ]
机构
[1] Tech Univ Munich, Rechts Isar Hosp, Dept Neurol, Munich, Germany
[2] Univ Med Ctr Gottingen, Dept Neurol, Gottingen, Germany
[3] Helmholtz Zentrum Munchen GmbH, Inst Computat Biol, German Res Ctr Environm Hlth, Neuherberg (city), Germany
[4] Ludwig Maximilians Univ Munchen, Dept Biol, Martinsried, Germany
[5] German Ctr Neurodegenerat Dis DZNE, Dept Epignt & Syst Med Neurodegenerat Dis, Gottingen, Germany
[6] Univ Med Ctr Gottingen, Inst Clin Chem, Gottingen, Germany
[7] Max Planck Inst Biophys Chem, Bioanalyt Mass Spectrometry Grp, Gottingen, Germany
[8] Univ Lubeck, Inst Neurogenet, Lubeck, Germany
[9] Univ Med Ctr Gottingen, Dept Psychiat & Psychotherapy, Gottingen, Germany
[10] German Ctr Diabet Res DZD eV, Neuherberg, Germany
[11] German Ctr Neurodegenerat Dis DZNE, Munich, Germany
来源
CLINICAL AND TRANSLATIONAL MEDICINE | 2022年 / 12卷 / 01期
关键词
data integration; miRNAs; multi-omics; Parkinson disease; ALPHA-SYNUCLEIN EXPRESSION; UNFOLDED PROTEIN RESPONSE; HEAT-SHOCK PROTEINS; CEREBROSPINAL-FLUID; CELL-CYCLE; ALZHEIMERS-DISEASE; POLYMERASE-GAMMA; RAT-BRAIN; MICRORNA; BIOMARKER;
D O I
10.1002/ctm2.692
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Parkinson's disease (PD) is the second most common neurodegenerative disorder whose prevalence is rapidly increasing worldwide. The molecular mechanisms underpinning the pathophysiology of sporadic PD remain incompletely understood. Therefore, causative therapies are still elusive. To obtain a more integrative view of disease-mediated alterations, we investigated the molecular landscape of PD in human post-mortem midbrains, a region that is highly affected during the disease process. Methods Tissue from 19 PD patients and 12 controls were obtained from the Parkinson's UK Brain Bank and subjected to multi-omic analyses: small and total RNA sequencing was performed on an Illumina's HiSeq4000, while proteomics experiments were performed in a hybrid triple quadrupole-time of flight mass spectrometer (TripleTOF5600+) following quantitative sequential window acquisition of all theoretical mass spectra. Differential expression analyses were performed with customized frameworks based on DESeq2 (for RNA sequencing) and with Perseus v.1.5.6.0 (for proteomics). Custom pipelines in R were used for integrative studies. Results Our analyses revealed multiple deregulated molecular targets linked to known disease mechanisms in PD as well as to novel processes. We have identified and experimentally validated (quantitative real-time polymerase chain reaction/western blotting) several PD-deregulated molecular candidates, including miR-539-3p, miR-376a-5p, miR-218-5p and miR-369-3p, the valid miRNA-mRNA interacting pairs miR-218-5p/RAB6C and miR-369-3p/GTF2H3, as well as multiple proteins, such as CHI3L1, HSPA1B, FNIP2 and TH. Vertical integration of multi-omic analyses allowed validating disease-mediated alterations across different molecular layers. Next to the identification of individual molecular targets in all explored omics layers, functional annotation of differentially expressed molecules showed an enrichment of pathways related to neuroinflammation, mitochondrial dysfunction and defects in synaptic function. Conclusions This comprehensive assessment of PD-affected and control human midbrains revealed multiple molecular targets and networks that are relevant to the disease mechanism of advanced PD. The integrative analyses of multiple omics layers underscore the importance of neuroinflammation, immune response activation, mitochondrial and synaptic dysfunction as putative therapeutic targets for advanced PD.
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页数:22
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