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Let's Play the fMRI-Advantages of Gamified Paradigm in Examining the Motor Cortex of Young Children. J Clin Med 2022; 11:jcm11102929. [PMID: 35629053 PMCID: PMC9145096 DOI: 10.3390/jcm11102929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 04/21/2022] [Accepted: 05/17/2022] [Indexed: 02/01/2023] Open
Abstract
Background: Performing functional magnetic resonance imaging (fMRI) examination is difficult when a child needs to stay awake and cooperate. Many techniques help to prepare them for the study but without modification of the examination protocol. The objective of this research was to prepare a gamified motor paradigm (“computer game”) that will improve the fMRI examination of young children. Methods: After preparing a dedicated application the fMRI examination was performed on 60 healthy children (10 girls and 10 boys in each age group of 4, 5, and 6 years old). Each child performed the gamified and a standard motor paradigm, both based on squeezing a rubber bulb. The effectiveness of squeezing were compared. Results: With the application of the gamified paradigm children completed significantly more active blocks (3.3 ± 1.4) than for the standard paradigm (2.2 ± 1.6) (p < 0.0001). In mixed-effects Poisson regression, age (IRR = 1.9; 95%CI: 1.5−2.5) and application of gamified paradigm (IRR = 5.6; 95%CI: 1.1−28.0) were significantly associated with more completed blocks. Conclusions: The gamified motor paradigm performed better than a standard paradigm in the fMRI examination of children between 4 and 6 years old. It allowed a significant increase in the number of completed active blocks and also better squeezing effectiveness in each block.
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Guerin JB, Greiner HM, Mangano FT, Leach JL. Functional MRI in Children: Current Clinical Applications. Semin Pediatr Neurol 2020; 33:100800. [PMID: 32331615 DOI: 10.1016/j.spen.2020.100800] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Functional magnetic resonance imaging has become a critical research tool for evaluating brain function during active tasks and resting states. This has improved our understanding of developmental trajectories in children as well as the plasticity of neural networks in disease states. In the clinical setting, functional maps of eloquent cortex in patients with brain lesions and/or epilepsy provides crucial information for presurgical planning. Although children are inherently challenging to scan in this setting, preparing them appropriately and providing adequate resources can help achieve useful clinical data. This article will review the basic underlying physiologic aspects of functional magnetic resonance imaging, review clinically relevant research applications, describe known validation data compared to gold standard techniques and detail future directions of this technology.
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Affiliation(s)
- Julie B Guerin
- Department of Pediatric Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Radiology, Mayo Clinic, Rochester, MN
| | - Hansel M Greiner
- Division of Neurology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Francesco T Mangano
- Division of Pediatric Neurosurgery, University of Cincinnati College of Medicine Department of Neurosurgery, Cincinnati, OH
| | - James L Leach
- Department of Pediatric Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, Cincinnati, OH; Department of Radiology, Mayo Clinic, Rochester, MN.
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Wilke M, Groeschel S, Lorenzen A, Rona S, Schuhmann MU, Ernemann U, Krägeloh‐Mann I. Clinical application of advanced MR methods in children: points to consider. Ann Clin Transl Neurol 2018; 5:1434-1455. [PMID: 30480038 PMCID: PMC6243383 DOI: 10.1002/acn3.658] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2018] [Revised: 08/10/2018] [Accepted: 08/10/2018] [Indexed: 12/11/2022] Open
Abstract
The application of both functional MRI and diffusion MR tractography prior to a neurosurgical operation is well established in adults, but less so in children, for several reasons. For this review, we have identified several aspects (task design, subject preparation, actual scanning session, data processing, interpretation of results, and decision-making) where pediatric peculiarities should be taken into account. Further, we not only systematically identify common issues, but also provide solutions, based on our experience as well as a review of the pertinent literature. The aim is to provide the clinician as well as the imaging scientist with information that helps to plan, conduct, and interpret such a clinically-indicated exam in a way that maximizes benefit for, and minimizes the burden on the individual child.
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Affiliation(s)
- Marko Wilke
- Department of Pediatric Neurology and Developmental MedicineChildren's HospitalTuebingenGermany
- Children's Hospital and Department of NeuroradiologyExperimental Pediatric NeuroimagingTuebingenGermany
| | - Samuel Groeschel
- Department of Pediatric Neurology and Developmental MedicineChildren's HospitalTuebingenGermany
- Children's Hospital and Department of NeuroradiologyExperimental Pediatric NeuroimagingTuebingenGermany
| | - Anna Lorenzen
- Department of Pediatric Neurology and Developmental MedicineChildren's HospitalTuebingenGermany
- Children's Hospital and Department of NeuroradiologyExperimental Pediatric NeuroimagingTuebingenGermany
| | - Sabine Rona
- Department of NeurosurgeryUniversity HospitalTuebingenGermany
| | | | - Ulrike Ernemann
- Department of Diagnostic and Interventional NeuroradiologyUniversity HospitalUniversity of TübingenTuebingenGermany
| | - Ingeborg Krägeloh‐Mann
- Department of Pediatric Neurology and Developmental MedicineChildren's HospitalTuebingenGermany
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Bulteau C, Jambaqué I, Chiron C, Rodrigo S, Dorfmüller G, Dulac O, Hertz-Pannier L, Noulhiane M. Language plasticity after hemispherotomy of the dominant hemisphere in 3 patients: Implication of non-linguistic networks. Epilepsy Behav 2017; 69:86-94. [PMID: 28236728 DOI: 10.1016/j.yebeh.2017.01.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Revised: 01/04/2017] [Accepted: 01/06/2017] [Indexed: 10/20/2022]
Abstract
The neural networks involved in language recovery following hemispherotomy of the dominant hemisphere after language acquisition in children remain poorly known. Twelve hemispherotomized children (mean age at surgery: 11.3years) with comparable post-operative neuropsychological patterns underwent multi-task language functional MRI. Three of them had recovered from an initial postoperative aphasia i.e., hemispherotomy was performed on the language-dominant hemisphere. Our main results revealed (1) perisylvian activations in all patients after either left or right hemispherotomy; (2) no differences in activations between groups regarding the side of hemispherotomy; (3) additional activations in pre-frontal (3/3) and hippocampal/parahippocampal and occipito-parietal (2/3) areas, when comparing language activation in each of the three subjects with hemispherotomy of the language-dominant hemisphere to the group of 9 non-dominant hemispherotomized patients. These neural networks support the stronger engagement of learning and memory during language recovery in a hemisphere that was not initially actively subserving language.
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Affiliation(s)
- Christine Bulteau
- INSERM U1129 "Infantile Epilepsies and Brain Plasticity", Paris, France; Université Paris Descartes, Sorbonne Paris Cité, France; CEA, Gif sur Yvette, France; Rothschild Foundation Hospital, Pediatric Neurosurgery Department, Paris, France.
| | - Isabelle Jambaqué
- INSERM U1129 "Infantile Epilepsies and Brain Plasticity", Paris, France; Université Paris Descartes, Sorbonne Paris Cité, France; CEA, Gif sur Yvette, France; Rothschild Foundation Hospital, Pediatric Neurosurgery Department, Paris, France
| | - Catherine Chiron
- INSERM U1129 "Infantile Epilepsies and Brain Plasticity", Paris, France; Université Paris Descartes, Sorbonne Paris Cité, France; CEA, Gif sur Yvette, France; CEA, I2BM, Neurospin & Orsay, and IFR 49, Saclay, France
| | - Sebastian Rodrigo
- INSERM U1129 "Infantile Epilepsies and Brain Plasticity", Paris, France; Université Paris Descartes, Sorbonne Paris Cité, France; CEA, Gif sur Yvette, France; CEA, I2BM, Neurospin & Orsay, and IFR 49, Saclay, France
| | - Georg Dorfmüller
- Rothschild Foundation Hospital, Pediatric Neurosurgery Department, Paris, France
| | - Olivier Dulac
- INSERM U1129 "Infantile Epilepsies and Brain Plasticity", Paris, France; Université Paris Descartes, Sorbonne Paris Cité, France; CEA, Gif sur Yvette, France
| | - Lucie Hertz-Pannier
- INSERM U1129 "Infantile Epilepsies and Brain Plasticity", Paris, France; Université Paris Descartes, Sorbonne Paris Cité, France; CEA, Gif sur Yvette, France; CEA, I2BM, Neurospin & Orsay, and IFR 49, Saclay, France
| | - Marion Noulhiane
- INSERM U1129 "Infantile Epilepsies and Brain Plasticity", Paris, France; Université Paris Descartes, Sorbonne Paris Cité, France; CEA, Gif sur Yvette, France; CEA, I2BM, Neurospin & Orsay, and IFR 49, Saclay, France
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Morrison MA, Tam F, Garavaglia MM, Hare GMT, Cusimano MD, Schweizer TA, Das S, Graham SJ. Sources of Variation Influencing Concordance between Functional MRI and Direct Cortical Stimulation in Brain Tumor Surgery. Front Neurosci 2016; 10:461. [PMID: 27803645 PMCID: PMC5067437 DOI: 10.3389/fnins.2016.00461] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Accepted: 09/26/2016] [Indexed: 11/13/2022] Open
Abstract
Object: Preoperative functional magnetic resonance imaging (fMRI) remains a promising method to aid in the surgical management of patients diagnosed with brain tumors. For patients that are candidates for awake craniotomies, surgical decisions can potentially be improved by fMRI but this depends on the level of concordance between preoperative brain maps and the maps provided by the gold standard intraoperative method, direct cortical stimulation (DCS). There have been numerous studies of the concordance between fMRI and DCS using sensitivity and specificity measures, however the results are variable across studies and the key factors influencing variability are not well understood. Thus, the present work addresses the influence of technical factors on fMRI and DCS concordance. Methods: Motor and language mapping data were collected for a group of glioma patients (n = 14) who underwent both preoperative fMRI and intraoperative DCS in an awake craniotomy procedure for tumor removal. Normative fMRI data were also acquired in a healthy control group (n = 12). The fMRI and DCS mapping data were co-registered; true positive (TP), true negative (TN), false positive (FP), and false negative (FN) occurrences were tabulated over the exposed brain surface. Sensitivity and specificity were measured for the total group, and for the motor and language sub-groups. The influence of grid placement, fMRI statistical thresholding, and task standardization were assessed. Correlations between proportions of agreement and error were also carefully scrutinized to evaluate concordance in more detail. Results: Concordance was significantly better for motor vs. language mapping. There was an inverse relationship between TP and TN with increasing statistical threshold, and FP dominated the total error. Sensitivity and specificity were reduced when tasks were not standardized across fMRI and DCS. Conclusions: Although the agreement between fMRI and DCS is good, variability is introduced by technical factors that can diminish the quality of patient data. Neurosurgeons should evaluate the usefulness of fMRI data while considering that (a) discordance arises primarily from FP fMRI results; (b) there is an inherent trade-off between sensitivity and specificity with fMRI statistical threshold; and
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Affiliation(s)
- Melanie A. Morrison
- Physical Sciences Platform, Sunnybrook Research InstituteToronto, ON, Canada
- Department of Medical Biophysics, University of TorontoToronto, ON, Canada
| | - Fred Tam
- Physical Sciences Platform, Sunnybrook Research InstituteToronto, ON, Canada
| | - Marco M. Garavaglia
- Department of Anaesthesia, University of TorontoToronto, ON, Canada
- Department of Anaesthesia, Toronto Western HospitalToronto, ON, Canada
| | - Gregory M. T. Hare
- Department of Anaesthesia, University of TorontoToronto, ON, Canada
- Keenan Research Centre, St. Michael's HospitalToronto, ON, Canada
- Department of Anaesthesia, St. Michael's HospitalToronto, ON, Canada
| | - Michael D. Cusimano
- Keenan Research Centre, St. Michael's HospitalToronto, ON, Canada
- Division of Neurosurgery, St. Michael's HospitalToronto, ON, Canada
- Department of Surgery, University of TorontoToronto, ON, Canada
| | - Tom A. Schweizer
- Keenan Research Centre, St. Michael's HospitalToronto, ON, Canada
- Department of Surgery, University of TorontoToronto, ON, Canada
| | - Sunit Das
- Keenan Research Centre, St. Michael's HospitalToronto, ON, Canada
- Division of Neurosurgery, St. Michael's HospitalToronto, ON, Canada
- Department of Surgery, University of TorontoToronto, ON, Canada
| | - Simon J. Graham
- Physical Sciences Platform, Sunnybrook Research InstituteToronto, ON, Canada
- Department of Medical Biophysics, University of TorontoToronto, ON, Canada
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Tibussek D, Mayatepek E, Klee D, Koy A. Post stroke hemi-dystonia in children: a neglected area of research. Mol Cell Pediatr 2015; 2:14. [PMID: 26660977 PMCID: PMC4676777 DOI: 10.1186/s40348-015-0026-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2015] [Accepted: 12/08/2015] [Indexed: 01/31/2023] Open
Abstract
BACKGROUND Childhood arterial ischemic stroke (CAIS) is increasingly recognized as an important cause of significant long-term morbidity in the pediatric population. Post stroke movement disorders, above all hemi-dystonias, are much more common in children after stroke compared to adults. However, research in this field is largely lacking. By highlighting some important knowledge gaps, we aim to encourage future collaborative research projects in this particular field. FINDINGS Post stroke-dystonia seems to be much more common among children than adults. However, no reliable epidemiological data of post-stroke movement disorders in childhood are available, and differentiation between spasticity and dystonia can be challenging. Pharmacotherapy for dystonia is limited by lack of effect, especially in the long-term treatment. The pathophysiology of dystonia is complex and incompletely understood. Recent findings from functional imaging studies suggest that dystonia does not result from a single lesion but rather network dysfunctions and abnormalities in functional connectivity. However, very few patients with post stroke dystonia have been studied, and it is not clear to what extent pathophysiology of primary and post stroke ischemia shares common characteristics on network level. In general, progress in understanding the nature of childhood dystonia lags far behind adult onset CNS diseases. CONCLUSIONS Dystonia after CAIS is a common yet insufficiently understood and poorly studied clinical challenge. Studies to improve our understanding of the underlying pathophysiology and consequently the development of instruments for early prediction as well as targeted treatment of dystonia should become a high priority in collaborative childhood stroke research.
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Affiliation(s)
- Daniel Tibussek
- Department of General Pediatrics, Neonatalogy and Pediatric Cardiology, University Children's Hospital, Heinrich-Heine University, Moorenstrasse 5, 40225, Düsseldorf, Germany.
| | - Ertan Mayatepek
- Department of General Pediatrics, Neonatalogy and Pediatric Cardiology, University Children's Hospital, Heinrich-Heine University, Moorenstrasse 5, 40225, Düsseldorf, Germany.
| | - Dirk Klee
- Department of Neurology, University of Cologne, Kerpener Strasse 62, 50924, Cologne, Germany.
| | - Anne Koy
- Department of General Pediatrics, Neonatalogy and Pediatric Cardiology, University Children's Hospital, Heinrich-Heine University, Moorenstrasse 5, 40225, Düsseldorf, Germany. .,Department of Neurology, University of Cologne, Kerpener Strasse 62, 50924, Cologne, Germany.
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