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Cortical networks show characteristic recruitment patterns after somatosensory stimulation by pneumatically evoked repetitive hand movements in newborn infants

Controlled assessment of functional cortical networks is an unmet need in the clinical research of noncooperative subjects, such as infants. We developed an automated, pneumatic stimulation method to actuate naturalistic movements of an infant’s hand, as well as an analysis pipeline for assessing th...

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Autores principales: Ahtola, Eero, Leikos, Susanna, Tuiskula, Anna, Haataja, Leena, Smeds, Eero, Piitulainen, Harri, Jousmäki, Veikko, Tokariev, Anton, Vanhatalo, Sampsa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10110426/
https://www.ncbi.nlm.nih.gov/pubmed/36368888
http://dx.doi.org/10.1093/cercor/bhac373
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author Ahtola, Eero
Leikos, Susanna
Tuiskula, Anna
Haataja, Leena
Smeds, Eero
Piitulainen, Harri
Jousmäki, Veikko
Tokariev, Anton
Vanhatalo, Sampsa
author_facet Ahtola, Eero
Leikos, Susanna
Tuiskula, Anna
Haataja, Leena
Smeds, Eero
Piitulainen, Harri
Jousmäki, Veikko
Tokariev, Anton
Vanhatalo, Sampsa
author_sort Ahtola, Eero
collection PubMed
description Controlled assessment of functional cortical networks is an unmet need in the clinical research of noncooperative subjects, such as infants. We developed an automated, pneumatic stimulation method to actuate naturalistic movements of an infant’s hand, as well as an analysis pipeline for assessing the elicited electroencephalography (EEG) responses and related cortical networks. Twenty newborn infants with perinatal asphyxia were recruited, including 7 with mild-to-moderate hypoxic–ischemic encephalopathy (HIE). Statistically significant corticokinematic coherence (CKC) was observed between repetitive hand movements and EEG in all infants, peaking near the contralateral sensorimotor cortex. CKC was robust to common sources of recording artifacts and to changes in vigilance state. A wide recruitment of cortical networks was observed with directed phase transfer entropy, also including areas ipsilateral to the stimulation. The extent of such recruited cortical networks was quantified using a novel metric, Spreading Index, which showed a decrease in 4 (57%) of the infants with HIE. CKC measurement is noninvasive and easy to perform, even in noncooperative subjects. The stimulation and analysis pipeline can be fully automated, including the statistical evaluation of the cortical responses. Therefore, the CKC paradigm holds great promise as a scientific and clinical tool for controlled assessment of functional cortical networks.
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spelling pubmed-101104262023-04-19 Cortical networks show characteristic recruitment patterns after somatosensory stimulation by pneumatically evoked repetitive hand movements in newborn infants Ahtola, Eero Leikos, Susanna Tuiskula, Anna Haataja, Leena Smeds, Eero Piitulainen, Harri Jousmäki, Veikko Tokariev, Anton Vanhatalo, Sampsa Cereb Cortex Original Article Controlled assessment of functional cortical networks is an unmet need in the clinical research of noncooperative subjects, such as infants. We developed an automated, pneumatic stimulation method to actuate naturalistic movements of an infant’s hand, as well as an analysis pipeline for assessing the elicited electroencephalography (EEG) responses and related cortical networks. Twenty newborn infants with perinatal asphyxia were recruited, including 7 with mild-to-moderate hypoxic–ischemic encephalopathy (HIE). Statistically significant corticokinematic coherence (CKC) was observed between repetitive hand movements and EEG in all infants, peaking near the contralateral sensorimotor cortex. CKC was robust to common sources of recording artifacts and to changes in vigilance state. A wide recruitment of cortical networks was observed with directed phase transfer entropy, also including areas ipsilateral to the stimulation. The extent of such recruited cortical networks was quantified using a novel metric, Spreading Index, which showed a decrease in 4 (57%) of the infants with HIE. CKC measurement is noninvasive and easy to perform, even in noncooperative subjects. The stimulation and analysis pipeline can be fully automated, including the statistical evaluation of the cortical responses. Therefore, the CKC paradigm holds great promise as a scientific and clinical tool for controlled assessment of functional cortical networks. Oxford University Press 2022-11-11 /pmc/articles/PMC10110426/ /pubmed/36368888 http://dx.doi.org/10.1093/cercor/bhac373 Text en © The Author(s) 2022. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Ahtola, Eero
Leikos, Susanna
Tuiskula, Anna
Haataja, Leena
Smeds, Eero
Piitulainen, Harri
Jousmäki, Veikko
Tokariev, Anton
Vanhatalo, Sampsa
Cortical networks show characteristic recruitment patterns after somatosensory stimulation by pneumatically evoked repetitive hand movements in newborn infants
title Cortical networks show characteristic recruitment patterns after somatosensory stimulation by pneumatically evoked repetitive hand movements in newborn infants
title_full Cortical networks show characteristic recruitment patterns after somatosensory stimulation by pneumatically evoked repetitive hand movements in newborn infants
title_fullStr Cortical networks show characteristic recruitment patterns after somatosensory stimulation by pneumatically evoked repetitive hand movements in newborn infants
title_full_unstemmed Cortical networks show characteristic recruitment patterns after somatosensory stimulation by pneumatically evoked repetitive hand movements in newborn infants
title_short Cortical networks show characteristic recruitment patterns after somatosensory stimulation by pneumatically evoked repetitive hand movements in newborn infants
title_sort cortical networks show characteristic recruitment patterns after somatosensory stimulation by pneumatically evoked repetitive hand movements in newborn infants
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10110426/
https://www.ncbi.nlm.nih.gov/pubmed/36368888
http://dx.doi.org/10.1093/cercor/bhac373
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