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Simões RF, Pino R, Moreira-Soares M, Kovarova J, Neuzil J, Travasso R, Oliveira PJ, Cunha-Oliveira T, Pereira FB. Quantitative analysis of neuronal mitochondrial movement reveals patterns resulting from neurotoxicity of rotenone and 6-hydroxydopamine. FASEB J 2021; 35:e22024. [PMID: 34751984 DOI: 10.1096/fj.202100899r] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 09/24/2021] [Accepted: 10/19/2021] [Indexed: 01/31/2023]
Abstract
Alterations in mitochondrial dynamics, including their intracellular trafficking, are common early manifestations of neuronal degeneration. However, current methodologies used to study mitochondrial trafficking events rely on parameters that are primarily altered in later stages of neurodegeneration. Our objective was to establish a reliable applied statistical analysis to detect early alterations in neuronal mitochondrial trafficking. We propose a novel quantitative analysis of mitochondria trajectories based on innovative movement descriptors, including straightness, efficiency, anisotropy, and kurtosis. We evaluated time- and dose-dependent alterations in trajectory descriptors using biological data from differentiated SH-SY5Y cells treated with the mitochondrial toxicants 6-hydroxydopamine and rotenone. MitoTracker Red CMXRos-labelled mitochondria movement was analyzed by total internal reflection fluorescence microscopy followed by computational modelling to describe the process. Based on the aforementioned trajectory descriptors, this innovative analysis of mitochondria trajectories provides insights into mitochondrial movement characteristics and can be a consistent and sensitive method to detect alterations in mitochondrial trafficking occurring in the earliest time points of neurodegeneration.
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Affiliation(s)
- Rui F Simões
- CNC, Center for Neuroscience and Cell Biology, UC Biotech, Cantanhede, Portugal
| | - Rute Pino
- CISUC, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal
| | - Maurício Moreira-Soares
- OCBE, Faculty of Medicine, University of Oslo, Oslo, Norway.,Centre for Bioinformatics, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway
| | - Jaromira Kovarova
- Institute of Biotechnology, Czech Academy of Sciences, Prague-West, Czech Republic
| | - Jiri Neuzil
- Institute of Biotechnology, Czech Academy of Sciences, Prague-West, Czech Republic.,School of Medical Science, Griffith University, Southport, Queensland, Australia
| | - Rui Travasso
- CFisUC, Department of Physics, University of Coimbra, Coimbra, Portugal
| | - Paulo J Oliveira
- CNC, Center for Neuroscience and Cell Biology, UC Biotech, Cantanhede, Portugal
| | | | - Francisco B Pereira
- CISUC, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal.,Coimbra Polytechnic - ISEC, Coimbra, Portugal
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