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Buckley C, Alcock L, McArdle R, Rehman RZU, Del Din S, Mazzà C, Yarnall AJ, Rochester L. The Role of Movement Analysis in Diagnosing and Monitoring Neurodegenerative Conditions: Insights from Gait and Postural Control. Brain Sci 2019; 9:brainsci9020034. [PMID: 30736374 PMCID: PMC6406749 DOI: 10.3390/brainsci9020034] [Citation(s) in RCA: 76] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Accepted: 01/31/2019] [Indexed: 12/22/2022] Open
Abstract
Quantifying gait and postural control adds valuable information that aids in understanding neurological conditions where motor symptoms predominate and cause considerable functional impairment. Disease-specific clinical scales exist; however, they are often susceptible to subjectivity, and can lack sensitivity when identifying subtle gait and postural impairments in prodromal cohorts and longitudinally to document disease progression. Numerous devices are available to objectively quantify a range of measurement outcomes pertaining to gait and postural control; however, efforts are required to standardise and harmonise approaches that are specific to the neurological condition and clinical assessment. Tools are urgently needed that address a number of unmet needs in neurological practice. Namely, these include timely and accurate diagnosis; disease stratification; risk prediction; tracking disease progression; and decision making for intervention optimisation and maximising therapeutic response (such as medication selection, disease staging, and targeted support). Using some recent examples of research across a range of relevant neurological conditions-including Parkinson's disease, ataxia, and dementia-we will illustrate evidence that supports progress against these unmet clinical needs. We summarise the novel 'big data' approaches that utilise data mining and machine learning techniques to improve disease classification and risk prediction, and conclude with recommendations for future direction.
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Affiliation(s)
- Christopher Buckley
- Institute of Neuroscience/ Institute for Ageing, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK.
| | - Lisa Alcock
- Institute of Neuroscience/ Institute for Ageing, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK.
| | - Ríona McArdle
- Institute of Neuroscience/ Institute for Ageing, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK.
| | - Rana Zia Ur Rehman
- Institute of Neuroscience/ Institute for Ageing, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK.
| | - Silvia Del Din
- Institute of Neuroscience/ Institute for Ageing, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK.
| | - Claudia Mazzà
- Department of Mechanical Engineering, Sheffield University, Sheffield S1 3JD, UK.
| | - Alison J Yarnall
- Institute of Neuroscience/ Institute for Ageing, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK.
- The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne NE7 7DN, UK.
| | - Lynn Rochester
- Institute of Neuroscience/ Institute for Ageing, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK.
- The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne NE7 7DN, UK.
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Janssen MCH, Koene S, de Laat P, Hemelaar P, Pickkers P, Spaans E, Beukema R, Beyrath J, Groothuis J, Verhaak C, Smeitink J. The KHENERGY Study: Safety and Efficacy of KH176 in Mitochondrial m.3243A>G Spectrum Disorders. Clin Pharmacol Ther 2018; 105:101-111. [PMID: 30058726 PMCID: PMC6704357 DOI: 10.1002/cpt.1197] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
KH176 is a potent intracellular reduction-oxidation-modulating compound developed to treat mitochondrial disease. We studied tolerability, safety, pharmacokinetics, pharmacodynamics, and efficacy of twice daily oral 100 mg KH176 for 28 days in a double-blind, randomized, placebo-controlled, two-way crossover phase IIA study in 18 adult m.3243A>G patients without cardiovascular involvement. Efficacy parameters included clinical and functional outcome measures and biomarkers. The trial was registered within ClinicalTrials.gov (NCT02909400), the European Clinical Trials Database (2016-001696-79), and ISRCTN (43372293) (The KHENERGY study). Twice daily oral 100 mg KH176 was well tolerated and appeared safe. No serious treatment-emergent adverse events were reported. No significant improvements in gait parameters or other outcome measures were obtained, except for a positive effect on alertness and mood, although a coincidence due to multiplicity cannot be ignored. The results of the study provide first data on safety and efficacy of KH176 in patients with mitochondrial disease and will be instrumental in designing future clinical trials.
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Affiliation(s)
- Mirian C H Janssen
- Department of Pediatrics, Radboud Center for Mitochondrial Medicine, Radboud Institutes for Molecular Life Sciences and Health Sciences, Radboud University Medical Center Nijmegen, Nijmegen, The Netherlands.,Department of Internal Medicine, Radboud Center for Mitochondrial Medicine, Radboud Institutes for Molecular Life Sciences and Health Sciences, Radboud University Medical Center Nijmegen, Nijmegen, The Netherlands
| | - Saskia Koene
- Department of Pediatrics, Radboud Center for Mitochondrial Medicine, Radboud Institutes for Molecular Life Sciences and Health Sciences, Radboud University Medical Center Nijmegen, Nijmegen, The Netherlands
| | - Paul de Laat
- Department of Pediatrics, Radboud Center for Mitochondrial Medicine, Radboud Institutes for Molecular Life Sciences and Health Sciences, Radboud University Medical Center Nijmegen, Nijmegen, The Netherlands
| | - Pleun Hemelaar
- Department of Intensive Care, Radboud University Medical Center Nijmegen, Nijmegen, The Netherlands
| | - Peter Pickkers
- Department of Intensive Care, Radboud University Medical Center Nijmegen, Nijmegen, The Netherlands
| | | | - Rypko Beukema
- Department of Cardiology, Radboud University Medical Center Nijmegen, Nijmegen, The Netherlands
| | | | - Jan Groothuis
- Department of Rehabilitation, Radboud Center for Mitochondrial Medicine, Radboud Institutes for Molecular Life Sciences and Health Sciences, Radboud University Medical Center Nijmegen, Nijmegen, The Netherlands
| | - Chris Verhaak
- Department of Psychology, Radboud Center for Mitochondrial Medicine, Radboud Institutes for Molecular Life Sciences and Health Sciences, Radboud University Medical Center Nijmegen, Nijmegen, The Netherlands
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Koene S, Stolwijk NM, Ramakers R, de Vries M, de Boer L, Janssen MCH, de Groot I, Smeitink J. Quantification of gait in children with mitochondrial disease. J Inherit Metab Dis 2018. [PMID: 29532198 DOI: 10.1007/s10545-018-0148-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Mitochondrial disorders are multisystem conditions that can potentially affect gait in many ways. The aim of this study was to select the optimal protocol to quantify the spatiotemporal parameters of gait in ambulatory children with mitochondrial disorders based on feasibility, test-retest reliability, and the difference between patients and controls. Gait at self-selected pace was quantified in ambulatory children with a genetically confirmed primary mitochondrial disease using the GAITRite electronic walkway. Three protocols were tested: pre-exercise, post-exercise (after a 3-min walking test), and recovery. In 14 ambulatory patients, we showed good to perfect reliability for velocity, cadence, step length, step time, step time variability, and step width in the recovery condition. The difference between patients and 70 individually age- and gender matched healthy controls only became apparent in the post-exercise protocol. In conclusion, measuring spatiotemporal parameters of gait using the GAITRite in ambulatory children with mitochondrial disease is feasible and reliable for most of the parameters measured. When using gait analysis in future studies in children with mitochondrial disease, we advise i) to use an exercise test prior to the gait analysis, ii) to let children practice the test before the actual data collection, and iii) not to use symmetry parameters.
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Affiliation(s)
- Saskia Koene
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Pediatrics, Radboud University Medical Center Nijmegen, Geert Grooteplein Zuid 10, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands.
| | - Niki M Stolwijk
- Research Group Musculoskeletal Rehabilitation Nijmegen, HAN University of Applied Sciences, Kapittelweg 33, Nijmegen, The Netherlands
| | - Rob Ramakers
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Pediatrics, Radboud University Medical Center Nijmegen, Geert Grooteplein Zuid 10, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands
| | - Maaike de Vries
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Pediatrics, Radboud University Medical Center Nijmegen, Geert Grooteplein Zuid 10, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands
| | - Lonneke de Boer
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Pediatrics, Radboud University Medical Center Nijmegen, Geert Grooteplein Zuid 10, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands
| | - Mirian C H Janssen
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Pediatrics, Radboud University Medical Center Nijmegen, Geert Grooteplein Zuid 10, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Internal Medicine, Radboud University Medical Center Nijmegen, Geert Grooteplein Zuid 10, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands
| | - Imelda de Groot
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Pediatrics, Radboud University Medical Center Nijmegen, Geert Grooteplein Zuid 10, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands
- Department of Rehabilitation, Donders Centre for Neuroscience, Radboud University Medical Center Nijmegen, Geert Grooteplein Zuid 10, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands
| | - Jan Smeitink
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Pediatrics, Radboud University Medical Center Nijmegen, Geert Grooteplein Zuid 10, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands
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Foriel S, Beyrath J, Eidhof I, Rodenburg RJ, Schenck A, Smeitink JAM. Feeding difficulties, a key feature of the Drosophila NDUFS4 mitochondrial disease model. Dis Model Mech 2018; 11:dmm032482. [PMID: 29590638 PMCID: PMC5897729 DOI: 10.1242/dmm.032482] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2017] [Accepted: 02/26/2018] [Indexed: 12/12/2022] Open
Abstract
Mitochondrial diseases are associated with a wide variety of clinical symptoms and variable degrees of severity. Patients with such diseases generally have a poor prognosis and often an early fatal disease outcome. With an incidence of 1 in 5000 live births and no curative treatments available, relevant animal models to evaluate new therapeutic regimes for mitochondrial diseases are urgently needed. By knocking down ND-18, the unique Drosophila ortholog of NDUFS4, an accessory subunit of the NADH:ubiquinone oxidoreductase (Complex I), we developed and characterized several dNDUFS4 models that recapitulate key features of mitochondrial disease. Like in humans, the dNDUFS4 KD flies display severe feeding difficulties, an aspect of mitochondrial disorders that has so far been largely ignored in animal models. The impact of this finding, and an approach to overcome it, will be discussed in the context of interpreting disease model characterization and intervention studies.This article has an associated First Person interview with the first author of the paper.
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Affiliation(s)
- Sarah Foriel
- Khondrion BV, Philips van Leydenlaan 15, 6525 EX, Nijmegen, The Netherlands
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Pediatrics, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6500 HB, Nijmegen, The Netherlands
| | - Julien Beyrath
- Khondrion BV, Philips van Leydenlaan 15, 6525 EX, Nijmegen, The Netherlands
| | - Ilse Eidhof
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Geert Grooteplein 10, 6525 GA, Nijmegen, The Netherlands
| | - Richard J Rodenburg
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Pediatrics, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6500 HB, Nijmegen, The Netherlands
| | - Annette Schenck
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Geert Grooteplein 10, 6525 GA, Nijmegen, The Netherlands
| | - Jan A M Smeitink
- Khondrion BV, Philips van Leydenlaan 15, 6525 EX, Nijmegen, The Netherlands
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Pediatrics, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6500 HB, Nijmegen, The Netherlands
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Mancuso M, McFarland R, Klopstock T, Hirano M. International Workshop:: Outcome measures and clinical trial readiness in primary mitochondrial myopathies in children and adults. Consensus recommendations. 16-18 November 2016, Rome, Italy. Neuromuscul Disord 2017; 27:1126-1137. [PMID: 29074296 PMCID: PMC6094160 DOI: 10.1016/j.nmd.2017.08.006] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Revised: 08/24/2017] [Accepted: 08/30/2017] [Indexed: 01/01/2023]
Affiliation(s)
- Michelangelo Mancuso
- Department of Experimental and Clinical Medicine, Neurological Institute, University of Pisa, Italy.
| | - Robert McFarland
- Wellcome Trust Centre for Mitochondrial Research, Institute of Genetic Medicine, Department of Physiology and Functional Genomics NE1 3BZ, Newcastle University, Newcastle upon Tyne, UK
| | - Thomas Klopstock
- Friedrich-Baur-Institut an der Neurologischen Klinik und Poliklinik, LMU München, Ziemssenstr. 1a, 80336 München, Federal Republic of Germany
| | - Michio Hirano
- Department of Neurology, H. Houston Merritt Neuromuscular Research Center, Columbia University Medical Center, New York, NY, USA
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Ramakers R, Koene S, Groothuis JT, de Laat P, Janssen MCH, Smeitink J. Erratum to: Quantification of gait in mitochondrial m.3243A > G patients: a validation study. Orphanet J Rare Dis 2017; 12:170. [PMID: 29078792 PMCID: PMC5660442 DOI: 10.1186/s13023-017-0688-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Accepted: 07/27/2017] [Indexed: 11/10/2022] Open
Affiliation(s)
- Rob Ramakers
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Pediatrics, Radboud University Medical Center Nijmegen, Geert Grooteplein Zuid 10, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands
| | - Saskia Koene
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Pediatrics, Radboud University Medical Center Nijmegen, Geert Grooteplein Zuid 10, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands.
| | - Jan T Groothuis
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Pediatrics, Radboud University Medical Center Nijmegen, Geert Grooteplein Zuid 10, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands.,Department of Rehabilitation, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands
| | - Paul de Laat
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Pediatrics, Radboud University Medical Center Nijmegen, Geert Grooteplein Zuid 10, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands
| | - Mirian C H Janssen
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Pediatrics, Radboud University Medical Center Nijmegen, Geert Grooteplein Zuid 10, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands.,Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Internal Medicine, Radboud University Medical Center Nijmegen, Geert Grooteplein Zuid 10, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands
| | - Jan Smeitink
- Radboud Center for Mitochondrial Medicine (RCMM) at the Department of Pediatrics, Radboud University Medical Center Nijmegen, Geert Grooteplein Zuid 10, PO BOX 9101, 6500 HB, Nijmegen, The Netherlands
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