ArticleNeurotoxicology2016
Synergy as a new and sensitive marker of basal ganglia dysfunction: A study of asymptomatic welders.
Article in Neurotoxicology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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Who cites it
27 citing papers in PubMed, 81 citations in OpenAlex.
- Changes in peripheral sensory afference do not alter predictive motor planning: evidence from carpal tunnel syndrome.Experimental brain research · 2026Article
- Functional changes in spinal circuitry in essential tremor revealed with analysis of intramuscle synergies.Journal of neurophysiology · 2026Article
- Carpal tunnel release surgery restores force control but not force coordination in CTS patients.Scientific reports · 2025Article
- Two aspects of feed-forward control of action stability: effects of action speed and unexpected events.Experimental brain research · 2024Article
- Do toenail manganese and iron levels reflect brain metal levels or brain metabolism in welders?Neurotoxicology · 2024Article
- Force matching: motor effects that are not reported by the actor.Experimental brain research · 2024Article
- Whole-brain mapping of increased manganese levels in welders and its association with exposure and motor function.NeuroImage · 2024Article
- Early-Life Critical Windows of Susceptibility to Manganese Exposure and Sex-Specific Changes in Brain Connectivity in Late Adolescence.Biological psychiatry global open science · 2023Article
- Synergic control in asymptomatic welders during multi-finger force exertion and load releasing while standing.Neurotoxicology · 2022Article
- The rate of force development scaling factor: a review of underlying factors, assessment methods and potential for practical applications.European journal of applied physiology · 2022Review
- PI3K/Akt Signaling Pathway Ameliorates Oxidative Stress-Induced Apoptosis upon Manganese Exposure in PC12 Cells.Biological trace element research · 2022Article
- Recent Advances in the Neural Control of Movements: Lessons for Functional Recovery.Physical therapy research · 2022Review
- One more time about motor (and non-motor) synergies.Experimental brain research · 2021Review
- Greater Sensorimotor Deficits and Abnormally Lower Globus Pallidus Fractional Anisotropy in HIV+ Women than in HIV+ Men.Journal of neuroimmune pharmacology : the official journal of the Society on NeuroImmune Pharmacology · 2021Article
- Stability of Action and Kinesthetic Perception in Parkinson's Disease.Journal of human kinetics · 2021Article
- Association of exposure to manganese and fine motor skills in welders - Results from the WELDOX II study.Neurotoxicology · 2021Article
- Manganese Exposure and Neurologic Outcomes in Adult Populations.Neurologic clinics · 2020Review
- Respirator usage protects brain white matter from welding fume exposure: A pilot magnetic resonance imaging study of welders.Neurotoxicology · 2020Article
- Synergic control of action in levodopa-naïve Parkinson's disease patients: I. Multi-finger interaction and coordination.Experimental brain research · 2020Article
- Recommendation for the minimum number of steps to analyze when performing the uncontrolled manifold analysis on walking data.Journal of biomechanics · 2019Article
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Authors and funding
9 authors at 4 institutions in 2 countries.
Funding
Abstract
backgroundMulti-digit synergies, a recently developed, theory-based method to quantify stability of motor action, are shown to reflect basal ganglia dysfunction associated with parkinsonian syndromes. In this study, we tested the hypothesis that multi-digit synergies may capture early and subclinical basal ganglia dysfunction. We chose asymptomatic welders to test the hypothesis because the basal ganglia are known to be most susceptible to neurotoxicity caused by welding-related metal accumulation (such as manganese and iron).
methodsTwenty right-handed welders and 13 matched controls were invited to perform single- and multi-finger pressing tasks using the fingers of the right or left hand. Unified Parkinson's Disease Rating Scale and Grooved Pegboard scores were used to gauge gross and fine motor dysfunction, respectively. High-resolution (3T) T1-weighted, T2-weighted, T1 mapping, susceptibility, and diffusion tensor MRIs were obtained to reflect manganese, iron accumulation, and microstructural changes in basal ganglia. The synergy index stabilizing total force and anticipatory synergy adjustments were computed, compared between groups, and correlated with estimates of basal ganglia manganese [the pallidal index, R1 (1/T1)], iron [R2* (1/T2*)], and microstructural changes [fractional anisotropy and mean diffusivity].
resultsThere were no significant differences in Unified Parkinson's Disease Rating Scale (total or motor subscale) or Grooved Pegboard test scores between welders and controls. The synergy index during steady-state accurate force production was decreased significantly in the left hand of welders compared to controls (p=0.004) but did not reach statistical significance in the right hand (p=0.16). Anticipatory synergy adjustments, however, were not significantly different between groups. Among welders, higher synergy indices in the left hand were associated significantly with higher fractional anisotropy values in the left globus pallidus (R=0.731, p<0.001) but not with the pallidal index, R1, or R2* values in the basal ganglia.
conclusionsThese data suggest that multi-digit synergy metrics may serve as preclinical markers for basal ganglia dysfunction in welders and other populations at risk for neurodegenerative diseases involving parkinsonian symptoms. This finding may have important clinical, scientific, and public/occupational health implications.
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