Developmental coordination disorder in children - experimental work and data annotation

. 2017 Apr 01 ; 6 (4) : 1-6.

Jazyk angličtina Země Spojené státy americké Médium print

Typ dokumentu časopisecké články, práce podpořená grantem

Perzistentní odkaz   https://www.medvik.cz/link/pmid28327918

BACKGROUND: Developmental coordination disorder (DCD) is described as a motor skill disorder characterized by a marked impairment in the development of motor coordination abilities that significantly interferes with performance of daily activities and/or academic achievement. Since some electrophysiological studies suggest differences between children with/without motor development problems, we prepared an experimental protocol and performed electrophysiological experiments with the aim of making a step toward a possible diagnosis of this disorder using the event-related potentials (ERP) technique. The second aim is to properly annotate the obtained raw data with relevant metadata and promote their long-term sustainability. RESULTS: The data from 32 school children (16 with possible DCD and 16 in the control group) were collected. Each dataset contains raw electroencephalography (EEG) data in the BrainVision format and provides sufficient metadata (such as age, gender, results of the motor test, and hearing thresholds) to allow other researchers to perform analysis. For each experiment, the percentage of ERP trials damaged by blinking artifacts was estimated. Furthermore, ERP trials were averaged across different participants and conditions, and the resulting plots are included in the manuscript. This should help researchers to estimate the usability of individual datasets for analysis. CONCLUSIONS: The aim of the whole project is to find out if it is possible to make any conclusions about DCD from EEG data obtained. For the purpose of further analysis, the data were collected and annotated respecting the current outcomes of the International Neuroinformatics Coordinating Facility Program on Standards for Data Sharing, the Task Force on Electrophysiology, and the group developing the Ontology for Experimental Neurophysiology. The data with metadata are stored in the EEG/ERP Portal.

Zobrazit více v PubMed

Henderson SE, Sugden DDA, Barnett AL. Movement Assessment Battery for Children-2. London: Harcourt Assessment; 2007.

Luck SJ. An Introduction to the Event-related Potential Technique. Cambridge, MA: MIT Press; 2014.

de Castelnau P, Albaret J-M, Chaix Y et al. . A study of EEG coherence in DCD children during motor synchronization task. Hum Mov Sci; 2008;27(2):230–41. PubMed

Holeckova I, Cepicka L, Mautner P et al. . Auditory ERPs in children with developmental coordination disorder. Activitas Nervosa Superior 2014;37–44.

Winsberg BG, Javitt DC, Silipo GS et al. . Mismatch negativity in hyperactive children: effects of methylphenidate. Psychopharmacol Bull 1993; 29(2):229–33. PubMed

Kemner C, Verbaten MN, Koelega HS et al. . Event-related brain potentials in children with attention-deficit and hyperactivity disorder: effects of stimulus deviancy and task relevance in the visual and auditory modality. Biol Psychiatry 1996;40(6):522–34. PubMed

Moucek R, Jezek P. EEG/ERP Portal. http://eegdatabase.kiv.zcu.cz/. (30 March 2017, date last accessed).

BrainProducts Brain Vision Recorder. www.brainproducts.com/productdetails.php?id=21. (30 March 2017, date last accessed).

NeurobehavioralSystems Presentation. http://www.neur-obs.com/. (30 March 2017, date last accessed).

Gueze RH, Jongmans MJ, Schoemaker MM et al. . Clinical and research diagnostic criteria for developmental coordination disorder: a review and discussion. Hum Mov Sci 2001;20(1–2):7–47. PubMed

Vareka L, Bruha P, Moucek R et al. . Supporting data for ‘developmental coordination disorder in children experimental work and data annotation.’ GigaScience Database 2016; doi:10.5524/100260. PubMed PMC

Nejnovějších 20 citací...

Zobrazit více v
Medvik | PubMed

Developmental coordination disorder in children - experimental work and data annotation

. 2017 Apr 01 ; 6 (4) : 1-6.

Najít záznam

Citační ukazatele

Nahrávání dat ...

Možnosti archivace

Nahrávání dat ...