Mitochondria interaction networks show altered topological patterns in Parkinson's disease

被引:10
作者
Zanin, Massimiliano [1 ,2 ]
Santos, Bruno F. R. [3 ,4 ,5 ,6 ]
Antony, Paul M. A. [3 ,5 ,6 ]
Berenguer-Escuder, Clara [3 ]
Larsen, Simone B. [3 ]
Hanss, Zoe [3 ]
Barbuti, Peter A. [3 ,4 ]
Baumuratov, Aidos S. [3 ]
Grossmann, Dajana [3 ]
Capelle, Christophe M. [7 ]
Weber, Joseph [8 ]
Balling, Rudi [3 ]
Ollert, Markus [7 ,9 ]
Krueger, Rejko [3 ,4 ,8 ]
Diederich, Nico J. [8 ]
He, Feng Q. [3 ,7 ,10 ]
机构
[1] UIB CSIC, Inst Fis Interdisciplinar & Sistemas Complejos IF, E-07122 Palma De Mallorca, Spain
[2] Univ Politecn Madrid, Ctr Biomed Technol, Campus Montegancedo, E-28223 Madrid, Spain
[3] Univ Luxembourg, Luxembourg Ctr Syst Biomed LCSB, Campus Belval,6 Ave Swing, L-4367 Belvaux, Luxembourg
[4] Luxembourg Inst Hlth LIH, Transversal Translat Med, 1A-B Rue Thomas Edison, L-1445 Strassen, Luxembourg
[5] Univ Luxembourg, Dis Modeling & Screening Platform DMSP, Luxembourg Inst Syst Biomed, 6 Ave Swing, L-4367 Belvaux, Luxembourg
[6] Luxembourg Inst Hlth, 6 Ave Swing, L-4367 Belvaux, Luxembourg
[7] Luxembourg Inst Hlth LIH, Dept Infect & Immun, 29 Rue Henri Koch, L-4354 Esch Sur Alzette, Luxembourg
[8] Ctr Hosp Luxembourg CHL, 4 Rue Nicolas Ernest Barble, L-1210 Luxembourg, Luxembourg
[9] Univ Southern Denmark, Dept Dermatol & Allergy Ctr, Odense Res Ctr Anaphylaxis ORCA, DK-5000 Odense C, Denmark
[10] Univ Duisburg Essen, Inst Med Microbiol, Univ Hosp Essen, D-45122 Essen, Germany
基金
欧洲研究理事会;
关键词
ALPHA-SYNUCLEIN; COMPLEX; DYNAMICS; DYSFUNCTION; MITOPHAGY; MUTATION; MOTIFS; CELLS;
D O I
10.1038/s41540-020-00156-4
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Mitochondrial dysfunction is linked to pathogenesis of Parkinson's disease (PD). However, individual mitochondria-based analyses do not show a uniform feature in PD patients. Since mitochondria interact with each other, we hypothesize that PD-related features might exist in topological patterns of mitochondria interaction networks (MINs). Here we show that MINs formed nonclassical scale-free supernetworks in colonic ganglia both from healthy controls and PD patients; however, altered network topological patterns were observed in PD patients. These patterns were highly correlated with PD clinical scores and a machine-learning approach based on the MIN features alone accurately distinguished between patients and controls with an area-under-curve value of 0.989. The MINs of midbrain dopaminergic neurons (mDANs) derived from several genetic PD patients also displayed specific changes. CRISPR/CAS9-based genome correction of alpha-synuclein point mutations reversed the changes in MINs of mDANs. Our organelle-interaction network analysis opens another critical dimension for a deeper characterization of various complex diseases with mitochondrial dysregulation.
引用
收藏
页数:12
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