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Grossmann T. Social Perception in the Infant Brain and Its Link to Social Behavior. J Cogn Neurosci 2024; 36:1341-1349. [PMID: 38652111 DOI: 10.1162/jocn_a_02165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2024]
Abstract
The current longitudinal study (n = 98) utilized a developmental cognitive neuroscience approach to examine whether and how variability in social perception is linked to social behavior in early human development. Cortical responses to processing dynamic faces were investigated using functional near-infrared spectroscopy at 7 months. Individual differences in sociability were measured using the Early Childhood Behavior Questionnaire at 18 months. Confirming previous work with infants and adults, functional near-infrared spectroscopy results show that viewing changing faces recruited superior temporal cortices in 7-month-old infants, adding to the view that this brain system is specialized in social perception from early in ontogeny. Our longitudinal results show that greater engagement of the right superior temporal cortex at 7 months predicts higher levels of sociability at 18 months. This suggests that early variability in social perception is linked to later differences in overtly displayed social behavior, providing novel longitudinal evidence for a social brain-behavior association.
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2
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Song L, Peng Y, Ouyang M, Peng Q, Feng L, Sotardi S, Yu Q, Kang H, Sindabizera KL, Liu S, Huang H. Diffusion-tensor-imaging 1-year-old and 2-year-old infant brain atlases with comprehensive gray and white matter labels. Hum Brain Mapp 2024; 45:e26695. [PMID: 38727010 PMCID: PMC11083905 DOI: 10.1002/hbm.26695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Revised: 03/11/2024] [Accepted: 04/10/2024] [Indexed: 05/13/2024] Open
Abstract
Human infancy is marked by fastest postnatal brain structural changes. It also coincides with the onset of many neurodevelopmental disorders. Atlas-based automated structure labeling has been widely used for analyzing various neuroimaging data. However, the relatively large and nonlinear neuroanatomical differences between infant and adult brains can lead to significant offsets of the labeled structures in infant brains when adult brain atlas is used. Age-specific 1- and 2-year-old brain atlases covering all major gray and white matter (GM and WM) structures with diffusion tensor imaging (DTI) and structural MRI are critical for precision medicine for infant population yet have not been established. In this study, high-quality DTI and structural MRI data were obtained from 50 healthy children to build up three-dimensional age-specific 1- and 2-year-old brain templates and atlases. Age-specific templates include a single-subject template as well as two population-averaged templates from linear and nonlinear transformation, respectively. Each age-specific atlas consists of 124 comprehensively labeled major GM and WM structures, including 52 cerebral cortical, 10 deep GM, 40 WM, and 22 brainstem and cerebellar structures. When combined with appropriate registration methods, the established atlases can be used for highly accurate automatic labeling of any given infant brain MRI. We demonstrated that one can automatically and effectively delineate deep WM microstructural development from 3 to 38 months by using these age-specific atlases. These established 1- and 2-year-old infant brain DTI atlases can advance our understanding of typical brain development and serve as clinical anatomical references for brain disorders during infancy.
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Affiliation(s)
- Limei Song
- Research Center for Sectional and Imaging AnatomyShandong University School of MedicineJinanShandongChina
- Department of RadiologyChildren's Hospital of PhiladelphiaPhiladelphiaPennsylvaniaUSA
- School of Medical ImagingWeifang Medical UniversityWeifangChina
| | - Yun Peng
- Department of Radiology, Beijing Children's HospitalCapital Medical UniversityBeijingChina
| | - Minhui Ouyang
- Department of RadiologyChildren's Hospital of PhiladelphiaPhiladelphiaPennsylvaniaUSA
- Department of Radiology, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Qinmu Peng
- Department of RadiologyChildren's Hospital of PhiladelphiaPhiladelphiaPennsylvaniaUSA
| | - Lei Feng
- Research Center for Sectional and Imaging AnatomyShandong University School of MedicineJinanShandongChina
- Department of RadiologyChildren's Hospital of PhiladelphiaPhiladelphiaPennsylvaniaUSA
| | - Susan Sotardi
- Department of RadiologyChildren's Hospital of PhiladelphiaPhiladelphiaPennsylvaniaUSA
| | - Qinlin Yu
- Department of RadiologyChildren's Hospital of PhiladelphiaPhiladelphiaPennsylvaniaUSA
| | - Huiying Kang
- Department of Radiology, Beijing Children's HospitalCapital Medical UniversityBeijingChina
| | - Kay L. Sindabizera
- Department of RadiologyChildren's Hospital of PhiladelphiaPhiladelphiaPennsylvaniaUSA
| | - Shuwei Liu
- Research Center for Sectional and Imaging AnatomyShandong University School of MedicineJinanShandongChina
| | - Hao Huang
- Department of RadiologyChildren's Hospital of PhiladelphiaPhiladelphiaPennsylvaniaUSA
- Department of Radiology, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
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Wang X, Leprince Y, Lebenberg J, Langlet C, Mohlberg H, Rivière D, Auzias G, Dickscheid T, Amunts K, Mangin JF. A framework to improve the alignment of individual cytoarchitectonic maps of the Julich-Brain atlas using cortical folding landmarks. Cereb Cortex 2024; 34:bhad538. [PMID: 38236742 DOI: 10.1093/cercor/bhad538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 12/21/2023] [Accepted: 12/22/2023] [Indexed: 02/06/2024] Open
Abstract
The segregation of the cortical mantle into cytoarchitectonic areas provides a structural basis for the specialization of different brain regions. In vivo neuroimaging experiments can be linked to this postmortem cytoarchitectonic parcellation via Julich-Brain. This atlas embeds probabilistic maps that account for inter-individual variability in the localization of cytoarchitectonic areas in the reference spaces targeted by spatial normalization. We built a framework to improve the alignment of architectural areas across brains using cortical folding landmarks. This framework, initially designed for in vivo imaging, was adapted to postmortem histological data. We applied this to the first 14 brains used to establish the Julich-Brain atlas to infer a refined atlas with more focal probabilistic maps. The improvement achieved is significant in the primary regions and some of the associative areas. This framework also provides a tool for exploring the relationship between cortical folding patterns and cytoarchitectonic areas in different cortical regions to establish new landmarks in the remainder of the cortex.
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Affiliation(s)
- Xiaoyu Wang
- Université Paris-Saclay, CEA, CNRS, Neurospin, Baobab, Saclay, France
| | - Yann Leprince
- Université Paris-Saclay, CEA, CNRS, Neurospin, Baobab, Saclay, France
- UNIACT, NeuroSpin, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, France
| | - Jessica Lebenberg
- Université Paris-Saclay, CEA, CNRS, Neurospin, Baobab, Saclay, France
- Lariboisière University Hospital, APHP, Translational Neurovascular Centre and Department of Neurology, FHU NeuroVasc, Paris, France
| | - Clement Langlet
- Université Paris-Saclay, CEA, CNRS, Neurospin, Baobab, Saclay, France
| | - Hartmut Mohlberg
- Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, D-52425 Jülich, Germany
| | - Denis Rivière
- Université Paris-Saclay, CEA, CNRS, Neurospin, Baobab, Saclay, France
| | - Guillaume Auzias
- Institut de Neurosciences de la Timone, UMR 7289, Aix Marseille Université, CNRS, Marseille, France
| | - Timo Dickscheid
- Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, D-52425 Jülich, Germany
- Institute of Computer Science, Heinrich-Heine University Düsseldorf, D-40225 Düsseldorf, Germany
| | - Katrin Amunts
- Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, D-52425 Jülich, Germany
- Cecile und Oskar Vogt Institut für Hirnforschung, University Hospital Düsseldorf, Heinrich-Heine Universität Düsseldorf, D-40225 Düsseldorf, Germany
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Grossmann T, Wood A. Variability in the expression and perception of positive affect in human infancy. Soc Cogn Affect Neurosci 2023; 18:nsad049. [PMID: 37758645 PMCID: PMC10533321 DOI: 10.1093/scan/nsad049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 05/29/2023] [Accepted: 09/09/2023] [Indexed: 09/29/2023] Open
Abstract
Positive emotions play a critical role in guiding human behavior and social interactions. This study examined whether and how genetic variability in the oxytocin system is linked to individual differences in expressing positive affect in human infants. Our results show that genetic variation in CD38 (rs3796863), previously linked to increased release of oxytocin, was associated with higher rates of positive affective displays among a sample of 7-month-old infants, using established parent-report measures. Moreover, infants displaying increased levels of positive affect (smiling and laughter) also showed enhanced brain responses in the right inferior frontal cortex, a brain region previously linked to perception-action coupling, when viewing others smile at them. These findings suggest that, from early in development, genetic variation in the oxytocin system is associated with individual differences in expressed positive affect, which in turn are linked to differences in perceiving positive affect. This helps uncover the neurobiological processes accounting for variability in the expression and perception of positive affect in infancy.
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Affiliation(s)
- Tobias Grossmann
- Department of Psychology, University of Virginia, Charlottesville, VA 22903, USA
| | - Adrienne Wood
- Department of Psychology, University of Virginia, Charlottesville, VA 22903, USA
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Sufianov A, Gonzalez-Lopez P, Simfukwe K, Martorell-Llobregat C, Iakimov IA, Sufianov RA, Mastronardi L, Borba LAB, Rangel CC, Forlizzi V, Campero A, Baldoncini M. Clinical and anatomical analysis of the epileptogenic spread patterns in focal cortical dysplasia patients. Surg Neurol Int 2023; 14:291. [PMID: 37680931 PMCID: PMC10481808 DOI: 10.25259/sni_210_2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Accepted: 07/07/2023] [Indexed: 09/09/2023] Open
Abstract
Background Focal cortical dysplasia (FCD) is one of the main causes of intractable epilepsy, which is amendable by surgery. During the surgical management of FCD, the understanding of its epileptogenic foci, interconnections, and spreading pathways is crucial for attaining a good postoperative seizure free outcome. Methods We retrospectively evaluated 54 FCD patients operated in Federal Center of Neurosurgery, Tyumen, Russia. The electroencephalogram findings were correlated to the involved brain anatomical areas. Subsequently, we analyzed the main white matter tracts implicated during the epileptogenic spreading in some representative cases. We prepared 10 human hemispheres using Klinger's method and dissected them through the fiber dissection technique. Results The clinical results were displayed and the main white matter tracts implicated in the seizure spread were described in 10 patients. Respective FCD foci, interconnections, and ectopic epileptogenic areas in each patient were discussed. Conclusion A strong understanding of the main implicated tracts in epileptogenic spread in FCD patient remains cardinal for neurosurgeons dealing with epilepsy. To achieve meaningful seizure freedom, despite the focal lesion resection, the interconnections and tracts should be understood and somehow disconnected to stop the spreading.
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Affiliation(s)
- Albert Sufianov
- Department of Neurosurgery, Federal Center of Neurosurgery, Tyumen, Russian Federation
| | - Pablo Gonzalez-Lopez
- Department of Neurosurgery, Hospital General Universitario de Alicante, Alicante, Spain
| | - Keith Simfukwe
- Department of Neurosurgery, First Moscow Medical University, Moscow, Russian Federation
| | | | - Iurii A. Iakimov
- Department of Neurosurgery, First Moscow Medical University, Moscow, Russian Federation
| | - Rinat A. Sufianov
- Department of Neurosurgery, First Moscow Medical University, Moscow, Russian Federation
| | | | - Luis A. B. Borba
- Department of Neurosurgery, Mackenzie Evangelical University Hospital, Curitiba, Parana, Brazil
| | - Carlos Castillo Rangel
- Department of Neurosurgery, Institute of Security and Social Services for State Workers (ISSSTE), Mexico City, Mexico
| | - Valeria Forlizzi
- Laboratory of Microsurgical Neuroanatomy, Second Chair of Gross Anatomy, School of Medicine, University of Buenos Aires, Buenos Aires, Argentina
| | - Alvaro Campero
- Department of Neurosurgery, Hospital Padilla de Tucuman, Tucuman, Argentina
| | - Matias Baldoncini
- Department of Neurosurgery, San Fernando Hospital, San Fernando, Argentina
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Martinez-Alvarez A, Gervain J, Koulaguina E, Pons F, de Diego-Balaguer R. Prosodic cues enhance infants' sensitivity to nonadjacent regularities. SCIENCE ADVANCES 2023; 9:eade4083. [PMID: 37043570 PMCID: PMC10096573 DOI: 10.1126/sciadv.ade4083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Accepted: 03/09/2023] [Indexed: 06/19/2023]
Abstract
In language, grammatical dependencies often hold between items that are not immediately adjacent to each other. Acquiring these nonadjacent dependencies is crucial for learning grammar. However, there are potentially infinitely many dependencies in the language input. How does the infant brain solve this computational learning problem? Here, we demonstrate that while rudimentary sensitivity to nonadjacent regularities may be present relatively early, robust and reliable learning can only be achieved when convergent statistical and perceptual, specifically prosodic cues, are both present, helping the infant brain detect the building blocks that form a nonadjacent dependency. This study contributes to our understanding of the neural foundations of rule learning that pave the way for language acquisition.
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Affiliation(s)
- Anna Martinez-Alvarez
- Department of Social and Developmental Psychology, University of Padua, Padua, Italy
- Integrative Neuroscience and Cognition Center, Université Paris Cité and CNRS, Paris, France
- Department of Cognition, Development, and Educational Psychology, University of Barcelona, Barcelona, Spain
| | - Judit Gervain
- Department of Social and Developmental Psychology, University of Padua, Padua, Italy
- Integrative Neuroscience and Cognition Center, Université Paris Cité and CNRS, Paris, France
| | - Elena Koulaguina
- Cognitive Neuroimaging Unit, CNRS ERL 9003, INSERM U992, CEA, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, Île-de-France, France
| | - Ferran Pons
- Department of Cognition, Development, and Educational Psychology, University of Barcelona, Barcelona, Spain
- Institute of Neurosciences, University of Barcelona, Barcelona, Spain
| | - Ruth de Diego-Balaguer
- Department of Cognition, Development, and Educational Psychology, University of Barcelona, Barcelona, Spain
- Institute of Neurosciences, University of Barcelona, Barcelona, Spain
- Cognition and Brain Plasticity Unit, IDIBELL, L’Hospitalet de Llobregat, Barcelona, Spain
- ICREA, Barcelona, Spain
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Ahtola E, Leikos S, Tuiskula A, Haataja L, Smeds E, Piitulainen H, Jousmäki V, Tokariev A, Vanhatalo S. Cortical networks show characteristic recruitment patterns after somatosensory stimulation by pneumatically evoked repetitive hand movements in newborn infants. Cereb Cortex 2022; 33:4699-4713. [PMID: 36368888 PMCID: PMC10110426 DOI: 10.1093/cercor/bhac373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 08/26/2022] [Accepted: 08/27/2022] [Indexed: 11/13/2022] Open
Abstract
Abstract
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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Affiliation(s)
- Eero Ahtola
- Helsinki University Hospital and University of Helsinki Department of Clinical Neurophysiology, BABA Center, Pediatric Research Center, Children’s Hospital and HUS Diagnostics, , Helsinki, 00029 HUS , Finland
- Aalto University School of Science Department of Neuroscience and Biomedical Engineering, , Espoo, 00076 AALTO , Finland
| | - Susanna Leikos
- Helsinki University Hospital and University of Helsinki Department of Clinical Neurophysiology, BABA Center, Pediatric Research Center, Children’s Hospital and HUS Diagnostics, , Helsinki, 00029 HUS , Finland
| | - Anna Tuiskula
- Helsinki University Hospital and University of Helsinki Department of Clinical Neurophysiology, BABA Center, Pediatric Research Center, Children’s Hospital and HUS Diagnostics, , Helsinki, 00029 HUS , Finland
- Helsinki University Hospital and University of Helsinki Department of Pediatric Neurology, Children’s Hospital, , Helsinki, 00029 HUS , Finland
| | - Leena Haataja
- Helsinki University Hospital and University of Helsinki Department of Pediatric Neurology, Children’s Hospital, , Helsinki, 00029 HUS , Finland
| | - Eero Smeds
- Helsinki University Hospital and University of Helsinki Children’s Hospital and Pediatric Research Center, , Helsinki, 00029 HUS , Finland
| | - Harri Piitulainen
- Aalto University School of Science Department of Neuroscience and Biomedical Engineering, , Espoo, 00076 AALTO , Finland
- University of Jyväskylä Faculty of Sport and Health Sciences, , Jyväskylä, 40014 , Finland
| | - Veikko Jousmäki
- Aalto University Aalto NeuroImaging, Department of Neuroscience and Biomedical Engineering, , Espoo, 00076 AALTO , Finland
| | - Anton Tokariev
- Helsinki University Hospital and University of Helsinki Department of Clinical Neurophysiology, BABA Center, Pediatric Research Center, Children’s Hospital and HUS Diagnostics, , Helsinki, 00029 HUS , Finland
| | - Sampsa Vanhatalo
- Helsinki University Hospital and University of Helsinki Department of Clinical Neurophysiology, BABA Center, Pediatric Research Center, Children’s Hospital and HUS Diagnostics, , Helsinki, 00029 HUS , Finland
- University of Helsinki Department of Physiology, , Helsinki, 00014 , Finland
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Hervé E, Mento G, Desnous B, François C. Challenges and new perspectives of developmental cognitive EEG studies. Neuroimage 2022; 260:119508. [PMID: 35882267 DOI: 10.1016/j.neuroimage.2022.119508] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 07/07/2022] [Accepted: 07/22/2022] [Indexed: 10/16/2022] Open
Abstract
Despite shared procedures with adults, electroencephalography (EEG) in early development presents many specificities that need to be considered for good quality data collection. In this paper, we provide an overview of the most representative early cognitive developmental EEG studies focusing on the specificities of this neuroimaging technique in young participants, such as attrition and artifacts. We also summarize the most representative results in developmental EEG research obtained in the time and time-frequency domains and use more advanced signal processing methods. Finally, we briefly introduce three recent standardized pipelines that will help promote replicability and comparability across experiments and ages. While this paper does not claim to be exhaustive, it aims to give a sufficiently large overview of the challenges and solutions available to conduct robust cognitive developmental EEG studies.
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Affiliation(s)
- Estelle Hervé
- CNRS, LPL, Aix-Marseille University, 5 Avenue Pasteur, Aix-en-Provence 13100, France
| | - Giovanni Mento
- Department of General Psychology, University of Padova, Padova 35131, Italy; Padua Neuroscience Center (PNC), University of Padova, Padova 35131, Italy
| | - Béatrice Desnous
- APHM, Reference Center for Rare Epilepsies, Timone Children Hospital, Aix-Marseille University, Marseille 13005, France; Inserm, INS, Aix-Marseille University, Marseille 13005, France
| | - Clément François
- CNRS, LPL, Aix-Marseille University, 5 Avenue Pasteur, Aix-en-Provence 13100, France.
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Chajes JR, Stern JA, Kelsey CM, Grossmann T. Examining the Role of Socioeconomic Status and Maternal Sensitivity in Predicting Functional Brain Network Connectivity in 5-Month-Old Infants. Front Neurosci 2022; 16:892482. [PMID: 35757535 PMCID: PMC9226752 DOI: 10.3389/fnins.2022.892482] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 05/03/2022] [Indexed: 11/13/2022] Open
Abstract
Infancy is a sensitive period of human brain development that is plastically shaped by environmental factors. Both proximal factors, such as sensitive parenting, and distal factors, such as socioeconomic status (SES), are known predictors of individual differences in structural and functional brain systems across the lifespan, yet it is unclear how these familial and contextual factors work together to shape functional brain development during infancy, particularly during the first months of life. In the current study, we examined pre-registered hypotheses regarding the interplay between these factors to assess how maternal sensitivity, within the broader context of socioeconomic variation, relates to the development of functional connectivity in long-range cortical brain networks. Specifically, we measured resting-state functional connectivity in three cortical brain networks (fronto-parietal network, default mode network, homologous-interhemispheric connectivity) using functional near-infrared spectroscopy (fNIRS), and examined the associations between maternal sensitivity, SES, and functional connectivity in a sample of 5-month-old infants and their mothers (N = 50 dyads). Results showed that all three networks were detectable during a passive viewing task, and that maternal sensitivity was positively associated with functional connectivity in the default mode network, such that infants with more sensitive mothers exhibited enhanced functional connectivity in this network. Contrary to hypotheses, we did not observe any associations of SES with functional connectivity in the brain networks assessed in this study. This suggests that at 5 months of age, maternal sensitivity is an important proximal environmental factor associated with individual differences in functional connectivity in a long-range cortical brain network implicated in a host of emotional and social-cognitive brain processes.
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Affiliation(s)
- Johanna R. Chajes
- Department of Psychology, University of Virginia, Charlottesville, VA, United States
| | - Jessica A. Stern
- Department of Psychology, University of Virginia, Charlottesville, VA, United States
| | - Caroline M. Kelsey
- Department of Psychology, University of Virginia, Charlottesville, VA, United States
- Division of Developmental Medicine, Department of Pediatrics, Boston Children’s Hospital, Boston, MA, United States
- Department of Pediatrics, Harvard Medical School, Boston, MA, United States
| | - Tobias Grossmann
- Department of Psychology, University of Virginia, Charlottesville, VA, United States
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10
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Processing third-party social interactions in the human infant brain. Infant Behav Dev 2022; 68:101727. [PMID: 35667276 DOI: 10.1016/j.infbeh.2022.101727] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 05/25/2022] [Accepted: 05/25/2022] [Indexed: 11/21/2022]
Abstract
The understanding of developing social brain functions during infancy relies on research that has focused on studying how infants engage in first-person social interactions or view individual agents and their actions. Behavioral research suggests that observing and learning from third-party social interactions plays a foundational role in early social and moral development. However, the brain systems involved in observing third-party social interactions during infancy are unknown. The current study tested the hypothesis that brain systems in prefrontal and temporal cortex, previously identified in adults and children, begin to specialize in third-party social interaction processing during infancy. Infants (N = 62), ranging from 6 to 13 months in age, had their brain responses measured using functional near-infrared spectroscopy (fNIRS) while viewing third-party social interactions and two control conditions, infants viewing two individual actions and infants viewing inverted social interactions. The results show that infants preferentially engage brain regions localized within the dorsomedial prefrontal cortex when viewing third-party social interactions. These findings suggest that brain systems processing third-party social interaction begin to develop early in human ontogeny and may thus play a foundational role in supporting the interpretation of and learning from social interactions.
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Bembich S, Saksida A, Mastromarino S, Travan L, Di Risio G, Cont G, Demarini S. Empathy at birth: Mother's cortex synchronizes with that of her newborn in pain. Eur J Neurosci 2022; 55:1519-1531. [PMID: 35266192 PMCID: PMC9314789 DOI: 10.1111/ejn.15641] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 01/07/2022] [Accepted: 03/02/2022] [Indexed: 11/26/2022]
Abstract
Early neonatal relation with the caregiver is vital for newborn survival and for the promotion of an appropriate neural development. The aim of this study was to assess if the empathic cortical response of a mother to her baby's pain is synchronized with the neonatal cortical response to the painful stimulation. We used hyperscanning, a functional neuroimaging approach that allows studying functional synchronization between two brains. Sixteen mother-newborn dyads were recruited. Maternal and neonatal cortical activities were simultaneously monitored, by near-infrared spectroscopy, during a heel prick performed on the baby and observed by the mother. Multiple paired t test was used to identify cortical activation, and wavelet transform coherence method was used to explore possible synchronization between the maternal and neonatal cortical areas. Activations were observed in mother's parietal cortex, bilaterally, and in newborn's superior motor/somatosensory cortex. The main functional synchronization analysis showed that mother's left parietal cortex activity cross-correlated with that of her newborn's superior motor/somatosensory cortex. Such synchronization dynamically changed throughout assessment, becoming positively cross-correlated only after the leading role in synchronizing cortical activities was taken up by the newborn. Thus, maternal empathic cortical response to baby pain was guided by and synchronized to the newborn's cortical response to pain. We conclude that, in case of potential danger for the infant, brain areas involved in mother-newborn relationship appear to be already co-regulated at birth.
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Affiliation(s)
- Stefano Bembich
- Division of Neonatology and Neonatal Intensive Care Unit, Institute for Maternal and Child HealthIRCCS “Burlo Garofolo”TriesteItaly
| | - Amanda Saksida
- Division of Neonatology and Neonatal Intensive Care Unit, Institute for Maternal and Child HealthIRCCS “Burlo Garofolo”TriesteItaly
| | - Simona Mastromarino
- Division of Neonatology and Neonatal Intensive Care Unit, Institute for Maternal and Child HealthIRCCS “Burlo Garofolo”TriesteItaly
| | - Laura Travan
- Division of Neonatology and Neonatal Intensive Care Unit, Institute for Maternal and Child HealthIRCCS “Burlo Garofolo”TriesteItaly
| | - Giovanna Di Risio
- Division of Neonatology and Neonatal Intensive Care Unit, Institute for Maternal and Child HealthIRCCS “Burlo Garofolo”TriesteItaly
| | - Gabriele Cont
- Division of Neonatology and Neonatal Intensive Care Unit, Institute for Maternal and Child HealthIRCCS “Burlo Garofolo”TriesteItaly
| | - Sergio Demarini
- Division of Neonatology and Neonatal Intensive Care Unit, Institute for Maternal and Child HealthIRCCS “Burlo Garofolo”TriesteItaly
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12
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Thrasher C, Krol KM, Grossmann T. Mother's engagement with infant linked to infant's responding to threat. Dev Psychobiol 2021; 63 Suppl 1:e22224. [PMID: 34964494 DOI: 10.1002/dev.22224] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 10/26/2021] [Accepted: 10/31/2021] [Indexed: 11/10/2022]
Abstract
The early development of threat perception in infancy might be dependent on caregiver context, but this link has not yet been studied in human infants. This study examined the emergence of the young infant's response to threat in the context of variations in caregiving behavior. Eighty infant-caregiver dyads (39 female infants, all of western European descent) visited the laboratory when the infant was 5 months old. Each dyad completed a free-play task, from which we coded for the mother's level of engagement: the amount of talking, close proximity, positive affect, and attention directed toward the infant. When the infant was 7 months old, they came back to the laboratory and we used functional near infrared spectroscopy and eye tracking to measure infants' neural and attentional responses to threatening angry faces. In response to threat, infants of more-engaged mothers showed increased brain responses in the left dorsolateral prefrontal cortex-a brain region associated with emotion regulation and cognitive control among adults-and reduced attentional avoidance. These results point to a role for caregiver behavioral context in the early development of brain systems involved in human threat responding.
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Affiliation(s)
- Cat Thrasher
- Department of Psychology, University of Virginia, Charlottesville, Virginia, USA
| | - Kathleen M Krol
- Department of Psychology, University of Virginia, Charlottesville, Virginia, USA.,Early Social Development Group, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Tobias Grossmann
- Department of Psychology, University of Virginia, Charlottesville, Virginia, USA.,Early Social Development Group, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
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13
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Nishiyori R, Harris MK, Baur K, Meehan SK. Changes in cortical hemodynamics with the emergence of skilled motor ability in infants: An fNIRS study. Brain Res 2021; 1772:147666. [PMID: 34571012 DOI: 10.1016/j.brainres.2021.147666] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Revised: 06/29/2021] [Accepted: 09/20/2021] [Indexed: 11/16/2022]
Abstract
The brain activity changes during infancy that underpin the emergence of functional motor skills, such as reaching and stepping, are not well understood. The current study used functional near-infrared spectroscopy (fNIRS) to examine the hemodynamic response across the frontal, mid-coronal plane (sensorimotor cortex) and external occipital protuberance (cerebellar cortex) regions of typically developing infants (5 to 13 months) during reach-to-grasp or supported treadmill stepping behaviour. Motor ability was assessed using the third edition of the Motor Subscale of the Bayley Scales of Infant Development (BSID-III). Infants with enhanced motor ability demonstrated greater oxy-hemoglobin (HbO) concentration in the contralateral anterior mid-coronal and frontal-dorsal areas during right-handed reach-to-grasp. During bilateral reaching behavior, infants with enhanced motor ability showed greater HbO increases in right frontal-dorsal regions and lower HbO increases in left anterior mid-coronal areas. In contrast, infants' motor ability was associated with changes in de-oxyhemoglobin (HbR) concentration in the ipsilateral anterior mid-coronal, contralateral frontal and left external occipital protuberance regions during left-handed reaching behavior. These relationships between upper limb hemodynamics and infant motor ability are consistent with increased lateralization and cognitive-motor coupling as motor skills emerge. During stepping behavior, infants with enhanced motor ability demonstrated smaller increases in HbR concentration in the bilateral external occipital protuberance region consistent with an emerging efficiency as cruising and independent stepping behavior is still nascent. Together, the current results identify several distinct neural markers of functional motor ability during infancy that may be relevant to diagnostic testing and rehabilitation of developmental movement disorders.
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Affiliation(s)
- R Nishiyori
- Division of Research in Children, Youth, and Families, Children's Hospital Los Angeles, Los Angeles, CA, USA.
| | - M K Harris
- College of Medicine, The Ohio State University, Columbus, OH, USA
| | - K Baur
- Stritch School of Medicine, Loyola University Chicago, Maywood, IL, USA
| | - S K Meehan
- Department of Kinesiology and Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
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14
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Estimating brain effective connectivity from EEG signals of patients with autism disorder and healthy individuals by reducing volume conduction effect. Cogn Neurodyn 2021; 16:519-529. [DOI: 10.1007/s11571-021-09730-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 09/26/2021] [Accepted: 10/02/2021] [Indexed: 10/19/2022] Open
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15
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Silva LM, Silva KMS, Lira-Bandeira WG, Costa-Ribeiro AC, Araújo-Neto SA. Localizing the Primary Motor Cortex of the Hand by the 10-5 and 10-20 Systems for Neurostimulation: An MRI Study. Clin EEG Neurosci 2021; 52:427-435. [PMID: 32611200 DOI: 10.1177/1550059420934590] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background. The primary motor cortex of the hand (M1-Hand) is a target used in transcranial magnetic stimulation (TMS) and in transcranial direct current stimulation (tDCS) for the treatment and evaluation of motor neurological diseases. Magnetic resonance imaging-guided neuronavigation locates the M1-Hand with high precision, but at a high cost. Although less accurate, the C3/C4 points of the international 10-20 system (IS 10-20) are routinely used to locate the M1-Hand. The international 10-5 system (IS 10-5) was developed with additional points (C3h/C4h), which could make it more accurate, but has not yet been tested on the location of the M1-Hand. Objective. To analyze and compare the accuracy of C1/C2, C3h/C4h and C3/C4 points in locating the M1-Hand correspondence on the scalp. Methods. The authors comparatively analyzed the distances from points C1/C2, C3h/C4h, and C3/C4 to the correspondence of the M1-Hand on the scalp in 30 MRI head exams. Results. In most cases, the M1-Hand was located between C1-C3h and C2-C4h in the left and right hemispheres of the brain, respectively. The C3h (0.98 ± 0.49 cm) and C4h (0.98 ± 0.51 cm) points presented the shortest distances from the M1-Hand, with a significant difference when compared with C3/C4. The accuracy between C1/C2 and C3h/C4h was not statistically significant. Conclusion. The C3h/C4h and C1/C2 points were more accurate when compared with the C3 and C4 points in locating the M1-Hand correspondence on the scalp.
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16
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Berent I, de la Cruz-Pavía I, Brentari D, Gervain J. Infants differentially extract rules from language. Sci Rep 2021; 11:20001. [PMID: 34625613 PMCID: PMC8501030 DOI: 10.1038/s41598-021-99539-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 09/13/2021] [Indexed: 12/02/2022] Open
Abstract
Infants readily extract linguistic rules from speech. Here, we ask whether this advantage extends to linguistic stimuli that do not rely on the spoken modality. To address this question, we first examine whether infants can differentially learn rules from linguistic signs. We show that, despite having no previous experience with a sign language, six-month-old infants can extract the reduplicative rule (AA) from dynamic linguistic signs, and the neural response to reduplicative linguistic signs differs from reduplicative visual controls, matched for the dynamic spatiotemporal properties of signs. We next demonstrate that the brain response for reduplicative signs is similar to the response to reduplicative speech stimuli. Rule learning, then, apparently depends on the linguistic status of the stimulus, not its sensory modality. These results suggest that infants are language-ready. They possess a powerful rule system that is differentially engaged by all linguistic stimuli, speech or sign.
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Affiliation(s)
| | - Irene de la Cruz-Pavía
- Integrative Neuroscience and Cognition Center, Université de Paris & CNRS, Paris, France.,University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain.,Basque Foundation for Science Ikerbasque, Bilbao, Spain
| | | | - Judit Gervain
- Integrative Neuroscience and Cognition Center, Université de Paris & CNRS, Paris, France.,University of Padua, Padua, Italy
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17
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An Introduction to Neonatal EEG. J Perinat Neonatal Nurs 2021; 35:369-376. [PMID: 34726654 DOI: 10.1097/jpn.0000000000000599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Newborn care has witnessed significant improvements in survival, but ongoing concerns persist about neurodevelopmental outcome. Protecting the newborn brain is the focus of neurocritical care in the intensive care unit. Brain-focused care places emphasis on clinical practices supporting neurodevelopment in conjunction with early detection, diagnosis, and treatment of brain injury. Technology now facilitates continuous cot-side monitoring of brain function. Neuromonitoring techniques in neonatal intensive care units include the use of electroencephalography (EEG) or amplitude-integrated EEG (aEEG) and near-infrared spectroscopy. This article aims to provide an introduction to EEG, which is appropriate for neonatal healthcare professionals.
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18
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Tokariev A, Breakspear M, Videman M, Stjerna S, Scholtens LH, van den Heuvel MP, Cocchi L, Vanhatalo S. Impact of In Utero Exposure to Antiepileptic Drugs on Neonatal Brain Function. Cereb Cortex 2021; 32:2385-2397. [PMID: 34585721 PMCID: PMC9157298 DOI: 10.1093/cercor/bhab338] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 08/18/2021] [Accepted: 08/22/2021] [Indexed: 12/27/2022] Open
Abstract
In utero brain development underpins brain health across the lifespan but is vulnerable to physiological and pharmacological perturbation. Here, we show that antiepileptic medication during pregnancy impacts on cortical activity during neonatal sleep, a potent indicator of newborn brain health. These effects are evident in frequency-specific functional brain networks and carry prognostic information for later neurodevelopment. Notably, such effects differ between different antiepileptic drugs that suggest neurodevelopmental adversity from exposure to antiepileptic drugs and not maternal epilepsy per se. This work provides translatable bedside metrics of brain health that are sensitive to the effects of antiepileptic drugs on postnatal neurodevelopment and carry direct prognostic value.
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Affiliation(s)
- Anton Tokariev
- Baby Brain Activity Center (BABA), Department of Clinical Neurophysiology, New Children's Hospital, HUS Imaging, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.,Neuroscience Center, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Michael Breakspear
- School of Psychology, College of Engineering, Science and the Environment, University of Newcastle, Callaghan, New South Wales, Australia.,School of Medicine and Public Health, College of Health and Medicine, University of Newcastle, Callaghan, New South Wales, Australia
| | - Mari Videman
- Baby Brain Activity Center (BABA), Department of Clinical Neurophysiology, New Children's Hospital, HUS Imaging, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.,Department of Pediatric Neurology, New Children's Hospital, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Susanna Stjerna
- Baby Brain Activity Center (BABA), Department of Clinical Neurophysiology, New Children's Hospital, HUS Imaging, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.,Neuroscience Center, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Lianne H Scholtens
- Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam, the Netherlands
| | - Martijn P van den Heuvel
- Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam, the Netherlands.,Department of Child Psychiatry, Amsterdam University Medical Center, Amsterdam Neuroscience, Amsterdam, the Netherlands
| | - Luca Cocchi
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Sampsa Vanhatalo
- Baby Brain Activity Center (BABA), Department of Clinical Neurophysiology, New Children's Hospital, HUS Imaging, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.,Neuroscience Center, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
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19
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Krol KM, Namaky N, Monakhov MV, Lai PS, Ebstein R, Grossmann T. Genetic variation in the oxytocin system and its link to social motivation in human infants. Psychoneuroendocrinology 2021; 131:105290. [PMID: 34091402 DOI: 10.1016/j.psyneuen.2021.105290] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 05/24/2021] [Accepted: 05/25/2021] [Indexed: 10/21/2022]
Abstract
Frontal brain asymmetry has been linked to motivational processes in infants and adults, with left lateralization reflecting motivation to approach and right lateralization reflecting motivation to withdraw. We examined the hypothesis that variability in infants' social motivation may be linked to genetic variation in the oxytocin system. Eleven-month-old infants' brain responses and looking preferences to smiling and frowning individuals were assessed in conjunction with a polymorphism in CD38 (rs3796863) linked to autism spectrum disorder (ASD) and reduced oxytocin. Frontal brain asymmetry and looking preferences differed as a function of CD38 genotype. While non-risk A-allele carriers displayed left lateralization to smiling faces (approach) and a heightened looking preference for the individual who smiled, infants with the CC (ASD risk) genotype displayed withdrawal from smiling faces and a preference for the individual who frowned. Findings demonstrate that the oxytocin system is linked to brain and behavioral markers of social motivation in infancy.
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Affiliation(s)
- Kathleen M Krol
- Department of Psychology, University of Virginia, 485 McCormick Rd., Charlottesville, VA 22904, USA; Max Planck Institute for Human Cognitive and Brain Sciences, Germany.
| | - Nauder Namaky
- Department of Psychology, University of Virginia, 485 McCormick Rd., Charlottesville, VA 22904, USA
| | - Mikhail V Monakhov
- Department of Neuroscience, Baylor College of Medicine, USA; Department of Psychology, National University of Singapore, Singapore
| | - Poh San Lai
- Department of Pediatrics, National University of Singapore, Singapore
| | - Richard Ebstein
- Department of Psychology, National University of Singapore, Singapore; China Center for Behavior Economics and Finance, Southwestern University of Finance and Economics, China
| | - Tobias Grossmann
- Department of Psychology, University of Virginia, 485 McCormick Rd., Charlottesville, VA 22904, USA; Max Planck Institute for Human Cognitive and Brain Sciences, Germany
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20
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Richardson H, Taylor J, Kane-Grade F, Powell L, Bosquet Enlow M, Nelson C. Preferential responses to faces in superior temporal and medial prefrontal cortex in three-year-old children. Dev Cogn Neurosci 2021; 50:100984. [PMID: 34246062 PMCID: PMC8274289 DOI: 10.1016/j.dcn.2021.100984] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 06/04/2021] [Accepted: 06/29/2021] [Indexed: 10/25/2022] Open
Abstract
Perceiving faces and understanding emotions are key components of human social cognition. Prior research with adults and infants suggests that these social cognitive functions are supported by superior temporal cortex (STC) and medial prefrontal cortex (MPFC). We used functional near-infrared spectroscopy (fNIRS) to characterize functional responses in these cortical regions to faces in early childhood. Three-year-old children (n = 88, M(SD) = 3.15(.16) years) passively viewed faces that varied in emotional content and valence (happy, angry, fearful, neutral) and, for fearful and angry faces, intensity (100%, 40%), while undergoing fNIRS. Bilateral STC and MPFC showed greater oxygenated hemoglobin concentration values to all faces relative to objects. MPFC additionally responded preferentially to happy faces relative to neutral faces. We did not detect preferential responses to angry or fearful faces, or overall differences in response magnitude by emotional valence (100% happy vs. fearful and angry) or intensity (100% vs. 40% fearful and angry). In exploratory analyses, preferential responses to faces in MPFC were not robustly correlated with performance on tasks of early social cognition. These results link and extend adult and infant research on functional responses to faces in STC and MPFC and contribute to the characterization of the neural correlates of early social cognition.
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Affiliation(s)
- H. Richardson
- Department of Pediatrics, Boston Children’s Hospital, United States
- Department of Pediatrics, Harvard Medical School, United States
- School of Philosophy, Psychology and Language Sciences, University of Edinburgh, United Kingdom
| | - J. Taylor
- Department of Pediatrics, Boston Children’s Hospital, United States
- Department of Pediatrics, Harvard Medical School, United States
| | - F. Kane-Grade
- Department of Pediatrics, Boston Children’s Hospital, United States
- Department of Pediatrics, Harvard Medical School, United States
- Institute of Child Development, University of Minnesota, United States
| | - L. Powell
- Department of Psychology, University of California San Diego, United States
| | - M. Bosquet Enlow
- Department of Psychiatry, Boston Children’s Hospital, United States
- Department of Psychiatry, Harvard Medical School, United States
| | - C.A. Nelson
- Department of Pediatrics, Boston Children’s Hospital, United States
- Department of Pediatrics, Harvard Medical School, United States
- Graduate School of Education, Harvard University, United States
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21
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Fu X, Richards JE. Investigating developmental changes in scalp-to-cortex correspondence using diffuse optical tomography sensitivity in infancy. NEUROPHOTONICS 2021; 8:035003. [PMID: 34322572 PMCID: PMC8305752 DOI: 10.1117/1.nph.8.3.035003] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 07/09/2021] [Indexed: 05/25/2023]
Abstract
Significance: Diffuse optical tomography (DOT) uses near-infrared light spectroscopy (NIRS) to measure changes in cerebral hemoglobin concentration. Anatomical interpretations of NIRS data require accurate descriptions of the cranio-cerebral relations and DOT sensitivity to the underlying cortical structures. Such information is limited for pediatric populations because they undergo rapid head and brain development. Aim: We aim to investigate age-related differences in scalp-to-cortex distance and mapping between scalp locations and cortical regions of interest (ROIs) among infants (2 weeks to 24 months with narrow age bins), children (4 and 12 years), and adults (20 to 24 years). Approach: We used spatial scalp projection and photon propagation simulation methods with age-matched realistic head models based on MRIs. Results: There were age-group differences in the scalp-to-cortex distances in infancy. The developmental increase was magnified in children and adults. There were systematic age-related differences in the probabilistic mappings between scalp locations and cortical ROIs. Conclusions: Our findings have important implications in the design of sensor placement and making anatomical interpretations in NIRS and fNIRS research. Age-appropriate, realistic head models should be used to provide anatomical guidance for standalone DOT data in infants.
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Affiliation(s)
- Xiaoxue Fu
- University of South Carolina, Department of Psychology, Columbia, South Carolina, United States
| | - John E. Richards
- University of South Carolina, Department of Psychology, Columbia, South Carolina, United States
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22
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Kelsey CM, Farris K, Grossmann T. Variability in Infants' Functional Brain Network Connectivity Is Associated With Differences in Affect and Behavior. Front Psychiatry 2021; 12:685754. [PMID: 34177669 PMCID: PMC8220897 DOI: 10.3389/fpsyt.2021.685754] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 05/14/2021] [Indexed: 11/13/2022] Open
Abstract
Variability in functional brain network connectivity has been linked to individual differences in cognitive, affective, and behavioral traits in adults. However, little is known about the developmental origins of such brain-behavior correlations. The current study examined functional brain network connectivity and its link to behavioral temperament in typically developing newborn and 1-month-old infants (M [age] = 25 days; N = 75) using functional near-infrared spectroscopy (fNIRS). Specifically, we measured long-range connectivity between cortical regions approximating fronto-parietal, default mode, and homologous-interhemispheric networks. Our results show that connectivity in these functional brain networks varies across infants and maps onto individual differences in behavioral temperament. Specifically, connectivity in the fronto-parietal network was positively associated with regulation and orienting behaviors, whereas connectivity in the default mode network showed the opposite effect on these behaviors. Our analysis also revealed a significant positive association between the homologous-interhemispheric network and infants' negative affect. The current results suggest that variability in long-range intra-hemispheric and cross-hemispheric functional connectivity between frontal, parietal, and temporal cortex is associated with individual differences in affect and behavior. These findings shed new light on the brain origins of individual differences in early-emerging behavioral traits and thus represent a viable novel approach for investigating developmental trajectories in typical and atypical neurodevelopment.
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Affiliation(s)
- Caroline M. Kelsey
- Division of Developmental Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA, United States
- Department of Psychology, University of Virginia, Charlottesville, VA, United States
| | - Katrina Farris
- Department of Psychology, University of Virginia, Charlottesville, VA, United States
- Department of Psychology, Georgia State University, Atlanta, GA, United States
| | - Tobias Grossmann
- Department of Psychology, University of Virginia, Charlottesville, VA, United States
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
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23
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Zhang Z, Li Z, Xiao X, Zhao Y, Zuo XN, Zhu C. Transcranial brain atlas for school-aged children and adolescents. Brain Stimul 2021; 14:895-905. [PMID: 34029769 DOI: 10.1016/j.brs.2021.05.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 05/08/2021] [Accepted: 05/11/2021] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Both fNIRS optodes and TMS coils are placed on the scalp, while the targeted brain activities are inside the brain. An accurate cranio-cortical correspondence is crucial to the precise localization of the cortical area under imaging or stimulation (i.e. transcranial locating), as well as guiding the placement of optodes/coils (i.e. transcranial targeting). However, the existing normative cranio-cortical correspondence data used as transcranial references are predominantly derived from the adult population, and whether and how correspondence changes during childhood and adolescence is currently unclear. OBJECTIVE This study aimed to build the age-specific cranio-cortical correspondences for school-aged children and adolescents and investigate its differences to adults. METHODS Age-specific transcranial brain atlases (TBAs) were built with age groups: 6-8, 8-10, 10-12, 12-14, 14-16, and 16-18 years. We compared the performance in both transcranial locating and targeting when using the age-appropriate TBA versus the adult TBA (derived from adult population) for children. RESULTS These atlases provide age-specific probabilistic cranio-cortical correspondence at a high resolution (average scalp spacing of 2.8 mm). Significant differences in cranio-cortical correspondence between children/adolescents and adults were found: the younger the child, the greater the differences. For children (aged 6-12 years), locating and targeting errors when using the adult TBA reached 10 mm or more in the bilateral temporal lobe and frontal lobe. In contrast, the age-matched TBA reduced these errors to 4-5 mm, an approximately 50% reduction in error. CONCLUSION Our work provides an accurate and effective anatomical reference for studies in children and adolescents.
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Affiliation(s)
- Zong Zhang
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
| | - Zheng Li
- Center for Cognition and Neuroergonomics, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University at Zhuhai, Zhuhai, China; State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
| | - Xiang Xiao
- Neuroimaging Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD, USA
| | - Yang Zhao
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
| | - Xi-Nian Zuo
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China; Developmental Population Neuroscience Research Center, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, 100875, China; IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Chaozhe Zhu
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China; IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China; Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing, China.
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24
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Cai L, Okada E, Minagawa Y, Kawaguchi H. Correlating functional near-infrared spectroscopy with underlying cortical regions of 0-, 1-, and 2-year-olds using theoretical light propagation analysis. NEUROPHOTONICS 2021; 8:025009. [PMID: 34079846 PMCID: PMC8166262 DOI: 10.1117/1.nph.8.2.025009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Accepted: 05/18/2021] [Indexed: 05/03/2023]
Abstract
Significance: The establishment of a light propagation analysis-based scalp-cortex correlation (SCC) between the scalp location of the source-detector (SD) pair and brain regions is essential for measuring functional brain development in the first 2 years of life using functional near-infrared spectroscopy (fNIRS). Aim: We aimed to reveal the optics-based SCC of 0-, 1-, and 2-year-olds (yo) and the suitable SD distance for this age period. Approach: Light propagation analyses using age-appropriate head models were conducted on SD pairs at 10-10 fiducial points on the scalp to obtain optics-based SCC and its metrics: the number of corresponding brain regions ( N C B R ), selectivity and sensitivity of the most likely corresponding brain region (MLCBR), and consistency of the MLCBR across developmental ages. Moreover, we assessed the suitable SD distances for 0-, 1-, and 2-yo by simultaneously considering the selectivity and sensitivity of the MLCBR. Results: Age-related changes in the SCC metrics were observed. For instance, the N C B R of 0-yo was larger than that of 1- and 2-yo. Conversely, the selectivity of 0-yo was lower than that of 1- and 2-yo. The sensitivity of 1-yo was higher than that of 0-yo at 15- to 30-mm SD distances and higher than that of 2-yo at 10-mm SD distance. Notably, the MLCBR of the fiducial points around the longitudinal fissure was inconsistent across age groups. An SD distance between 15 and 25 mm was found to be appropriate for satisfying both sensitivity and selectivity requirements. In addition, this work provides reference tables of optics-based SCC for 0-, 1-, and 2-yo. Conclusions: Optics-based SCC will be informative in designing and explaining child developmental studies using fNIRS. The suitable SD distances were between 15 and 25 mm for the first 2 years of life.
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Affiliation(s)
- Lin Cai
- Keio University, Department of Electronics and Electrical Engineering, Yokohama, Japan
| | - Eiji Okada
- Keio University, Department of Electronics and Electrical Engineering, Yokohama, Japan
| | | | - Hiroshi Kawaguchi
- Keio University, Department of Electronics and Electrical Engineering, Yokohama, Japan
- National Institute of Advanced Industrial Science and Technology, Human Informatics and Interaction Research Institute, Tsukuba, Japan
- Address all correspondence to Hiroshi Kawaguchi,
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25
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Muelbert M, Alexander T, Pook C, Jiang Y, Harding JE, Bloomfield FH. Cortical Oxygenation Changes during Gastric Tube Feeding in Moderate- and Late-Preterm Babies: A NIRS Study. Nutrients 2021; 13:nu13020350. [PMID: 33503882 PMCID: PMC7911983 DOI: 10.3390/nu13020350] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 01/18/2021] [Accepted: 01/21/2021] [Indexed: 12/05/2022] Open
Abstract
Smell and taste of food can trigger physiological responses facilitating digestion and metabolism of nutrients. Controlled experimental studies in preterm babies have demonstrated that smell activates the orbitofrontal cortex (OFC) but none have investigated the effect of taste stimulation. Using cotside Near-Infrared Spectroscopy (NIRS), we measured changes in OFC cerebral oxygenation in response to gastric tube feeds five and 10 days after birth in 53 assessments of 35 moderate- to late-preterm babies enrolled in a randomized trial. Babies were randomly assigned to receive smell and taste of milk before gastric tube feeds (intervention group, n = 16) or no exposure (control group, n = 19). The majority of babies were born at 33 weeks of gestation (range 32–34) and 69% were boys. No differences in OFC cerebral oxygenation were observed between control and intervention groups. Gastric tube feeds induced activation of the OFC (p < 0.05), but sensory stimulation alone with smell and taste did not. Boys, but not girls, showed activation of the OFC following exposure to smell of milk (p = 0.01). The clinical impact of sensory stimulation prior to tube feeds on nutrition of preterm babies, as well as the impact of environmental inputs on cortical activation, remains to be determined.
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Affiliation(s)
- Mariana Muelbert
- Liggins Institute, University of Auckland, 1142 Auckland, New Zealand; (M.M.); (T.A.); (C.P.); (Y.J.); (J.E.H.)
| | - Tanith Alexander
- Liggins Institute, University of Auckland, 1142 Auckland, New Zealand; (M.M.); (T.A.); (C.P.); (Y.J.); (J.E.H.)
- Neonatal Unit, Kidz First, Middlemore Hospital, 2025 Auckland, New Zealand
| | - Chris Pook
- Liggins Institute, University of Auckland, 1142 Auckland, New Zealand; (M.M.); (T.A.); (C.P.); (Y.J.); (J.E.H.)
| | - Yannan Jiang
- Liggins Institute, University of Auckland, 1142 Auckland, New Zealand; (M.M.); (T.A.); (C.P.); (Y.J.); (J.E.H.)
| | - Jane Elizabeth Harding
- Liggins Institute, University of Auckland, 1142 Auckland, New Zealand; (M.M.); (T.A.); (C.P.); (Y.J.); (J.E.H.)
| | - Frank Harry Bloomfield
- Liggins Institute, University of Auckland, 1142 Auckland, New Zealand; (M.M.); (T.A.); (C.P.); (Y.J.); (J.E.H.)
- Correspondence: ; Tel.: +64-9-923-6107
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26
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Dickinson A, Daniel M, Marin A, Gaonkar B, Dapretto M, McDonald NM, Jeste S. Multivariate Neural Connectivity Patterns in Early Infancy Predict Later Autism Symptoms. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2021; 6:59-69. [PMID: 32798139 PMCID: PMC7736067 DOI: 10.1016/j.bpsc.2020.06.003] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/01/2020] [Revised: 06/01/2020] [Accepted: 06/02/2020] [Indexed: 12/28/2022]
Abstract
BACKGROUND Functional brain connectivity is altered in children and adults with autism spectrum disorder (ASD). Functional disruption during infancy could provide earlier markers of ASD, thus providing a crucial opportunity to improve developmental outcomes. Using a whole-brain multivariate approach, we asked whether electroencephalography measures of neural connectivity at 3 months of age predict autism symptoms at 18 months. METHODS Spontaneous electroencephalography data were collected from 65 infants with and without familial risk for ASD at 3 months of age. Neural connectivity patterns were quantified using phase coherence in the alpha range (6-12 Hz). Support vector regression analysis was used to predict ASD symptoms at age 18 months, with ASD symptoms quantified by the Toddler Module of the Autism Diagnostic Observation Schedule, Second Edition. RESULTS Autism Diagnostic Observation Schedule scores predicted by support vector regression algorithms trained on 3-month electroencephalography data correlated highly with Autism Diagnostic Observation Schedule scores measured at 18 months (r = .76, p = .02, root-mean-square error = 2.38). Specifically, lower frontal connectivity and higher right temporoparietal connectivity at 3 months predicted higher ASD symptoms at 18 months. The support vector regression model did not predict cognitive abilities at 18 months (r = .15, p = .36), suggesting specificity of these brain patterns to ASD. CONCLUSIONS Using a data-driven, unbiased analytic approach, neural connectivity across frontal and temporoparietal regions at 3 months predicted ASD symptoms at 18 months. Identifying early neural differences that precede an ASD diagnosis could promote closer monitoring of infants who show signs of neural risk and provide a crucial opportunity to mediate outcomes through early intervention.
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Affiliation(s)
- Abigail Dickinson
- Semel Institute of Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, California.
| | - Manjari Daniel
- Semel Institute of Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, California
| | - Andrew Marin
- Department of Psychology, University of California, San Diego, San Diego, California
| | - Bilwaj Gaonkar
- Department of Neurosurgery, Ronald Reagan UCLA Medical Center, University of California, Los Angeles, California
| | - Mirella Dapretto
- Ahmanson-Lovelace Brain Mapping Center, University of California, Los Angeles, Los Angeles, California
| | - Nicole M McDonald
- Semel Institute of Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, California
| | - Shafali Jeste
- Semel Institute of Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, California
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27
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Gut microbiota composition is associated with newborn functional brain connectivity and behavioral temperament. Brain Behav Immun 2021; 91:472-486. [PMID: 33157257 DOI: 10.1016/j.bbi.2020.11.003] [Citation(s) in RCA: 63] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 10/27/2020] [Accepted: 11/01/2020] [Indexed: 12/12/2022] Open
Abstract
The gut microbiome appears to play an important role in human health and disease. However, only little is known about how variability in the gut microbiome contributes to individual differences during early and sensitive stages of brain and behavioral development. The current study examined the link between gut microbiome, brain, and behavior in newborn infants (N = 63; M [age] = 25 days). Infant gut microbiome diversity was measured from stool samples using metagenomic sequencing, infant functional brain network connectivity was assessed using a resting state functional near infrared spectroscopy (rs-fNIRS) procedure, and infant behavioral temperament was assessed using parental report. Our results show that gut microbiota composition is linked to individual variability in brain network connectivity, which in turn mediated individual differences in behavioral temperament, specifically negative emotionality, among infants. Furthermore, virulence factors, possibly indexing pathogenic activity, were associated with differences in brain network connectivity linked to negative emotionality. These findings provide novel insights into the early developmental origins of the gut microbiome-brain axis and its association with variability in important behavioral traits. This suggests that the gut microbiome is an important biological factor to consider when studying human development and health.
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28
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Stephan F, Saalbach H, Rossi S. Inner versus Overt Speech Production: Does This Make a Difference in the Developing Brain? Brain Sci 2020; 10:E939. [PMID: 33291489 PMCID: PMC7762104 DOI: 10.3390/brainsci10120939] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 11/24/2020] [Accepted: 12/03/2020] [Indexed: 11/21/2022] Open
Abstract
Studies in adults showed differential neural processing between overt and inner speech. So far, it is unclear whether inner and overt speech are processed differentially in children. The present study examines the pre-activation of the speech network in order to disentangle domain-general executive control from linguistic control of inner and overt speech production in 6- to 7-year-olds by simultaneously applying electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS). Children underwent a picture-naming task in which the pure preparation of a subsequent speech production and the actual execution of speech can be differentiated. The preparation phase does not represent speech per se but it resembles the setting up of the language production network. Only the fNIRS revealed a larger activation for overt, compared to inner, speech over bilateral prefrontal to parietal regions during the preparation phase. Findings suggest that the children's brain can prepare the subsequent speech production. The preparation for overt and inner speech requires different domain-general executive control. In contrast to adults, the children´s brain did not show differences between inner and overt speech when a concrete linguistic content occurs and a concrete execution is required. This might indicate that domain-specific executive control processes are still under development.
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Affiliation(s)
- Franziska Stephan
- Department of Educational Psychology, Faculty of Education, University Leipzig, 04109 Leipzig, Germany;
- Leipzig Research Center for Early Child Development, 04109 Leipzig, Germany
- ICONE, Innsbruck Cognitive Neuroscience, Department for Hearing, Speech, and Voice Disorders, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Henrik Saalbach
- Department of Educational Psychology, Faculty of Education, University Leipzig, 04109 Leipzig, Germany;
- Leipzig Research Center for Early Child Development, 04109 Leipzig, Germany
| | - Sonja Rossi
- ICONE, Innsbruck Cognitive Neuroscience, Department for Hearing, Speech, and Voice Disorders, Medical University of Innsbruck, 6020 Innsbruck, Austria
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29
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Collins-Jones LH, Arichi T, Poppe T, Billing A, Xiao J, Fabrizi L, Brigadoi S, Hebden JC, Elwell CE, Cooper RJ. Construction and validation of a database of head models for functional imaging of the neonatal brain. Hum Brain Mapp 2020; 42:567-586. [PMID: 33068482 PMCID: PMC7814762 DOI: 10.1002/hbm.25242] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 07/01/2020] [Accepted: 09/24/2020] [Indexed: 12/17/2022] Open
Abstract
The neonatal brain undergoes dramatic structural and functional changes over the last trimester of gestation. The accuracy of source localisation of brain activity recorded from the scalp therefore relies on accurate age-specific head models. Although an age-appropriate population-level atlas could be used, detail is lost in the construction of such atlases, in particular with regard to the smoothing of the cortical surface, and so such a model is not representative of anatomy at an individual level. In this work, we describe the construction of a database of individual structural priors of the neonatal head using 215 individual-level datasets at ages 29-44 weeks postmenstrual age from the Developing Human Connectome Project. We have validated a method to segment the extra-cerebral tissue against manual segmentation. We have also conducted a leave-one-out analysis to quantify the expected spatial error incurred with regard to localising functional activation when using a best-matching individual from the database in place of a subject-specific model; the median error was calculated to be 8.3 mm (median absolute deviation 3.8 mm). The database can be applied for any functional neuroimaging modality which requires structural data whereby the physical parameters associated with that modality vary with tissue type and is freely available at www.ucl.ac.uk/dot-hub.
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Affiliation(s)
- Liam H Collins-Jones
- DOT-HUB, Department of Medical Physics and Biomedical Engineering, University College London, London, UK.,Biomedical Optics Research Laboratory, Medical Physics and Biomedical Engineering, University College London, London, UK
| | - Tomoki Arichi
- Centre for the Developing Brain, Division of Imaging Sciences and Biomedical Engineering, King's College London, King's Health Partners, St Thomas' Hospital, London, UK.,Department of Bioengineering, Imperial College of Science, Technology, and Medicine, London, UK
| | - Tanya Poppe
- Centre for the Developing Brain, Division of Imaging Sciences and Biomedical Engineering, King's College London, King's Health Partners, St Thomas' Hospital, London, UK
| | - Addison Billing
- DOT-HUB, Department of Medical Physics and Biomedical Engineering, University College London, London, UK.,Institute for Cognitive Neuroscience, University College London, London, UK
| | - Jiaxin Xiao
- Centre for the Developing Brain, Division of Imaging Sciences and Biomedical Engineering, King's College London, King's Health Partners, St Thomas' Hospital, London, UK
| | - Lorenzo Fabrizi
- Department of Neuroscience, Physiology and Pharmacology, University College London, London, UK
| | - Sabrina Brigadoi
- Department of Information Engineering, University of Padova, Padova, Italy.,Department of Developmental Psychology and Socialisation, University of Padova, Padova, Italy
| | - Jeremy C Hebden
- DOT-HUB, Department of Medical Physics and Biomedical Engineering, University College London, London, UK.,Biomedical Optics Research Laboratory, Medical Physics and Biomedical Engineering, University College London, London, UK
| | - Clare E Elwell
- DOT-HUB, Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - Robert J Cooper
- DOT-HUB, Department of Medical Physics and Biomedical Engineering, University College London, London, UK.,Biomedical Optics Research Laboratory, Medical Physics and Biomedical Engineering, University College London, London, UK
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30
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Krol KM, Grossmann T. Impression Formation in the Human Infant Brain. Cereb Cortex Commun 2020; 1:tgaa070. [PMID: 33134930 PMCID: PMC7592636 DOI: 10.1093/texcom/tgaa070] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 08/26/2020] [Accepted: 09/19/2020] [Indexed: 01/12/2023] Open
Abstract
Forming an impression of another person is an essential aspect of human social cognition linked to medial prefrontal cortex (mPFC) function in adults. The current study examined the neurodevelopmental origins of impression formation by testing the hypothesis that infants rely on processes localized in mPFC when forming impressions about individuals who appear friendly or threatening. Infants’ brain responses were measured using functional near-infrared spectroscopy while watching 4 different face identities displaying either smiles or frowns directed toward or away from them (N = 77). This was followed by a looking preference test for these face identities (now displaying a neutral expression) using eyetracking. Our results show that infants’ mPFC responses distinguish between smiling and frowning faces when directed at them and that these responses predicted their subsequent person preferences. This suggests that the mPFC is involved in impression formation in human infants, attesting to the early ontogenetic emergence of brain systems supporting person perception and adaptive behavior.
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Affiliation(s)
- Kathleen M Krol
- Department of Psychology, University of Virginia, Charlottesville, VA 22903, USA
| | - Tobias Grossmann
- Department of Psychology, University of Virginia, Charlottesville, VA 22903, USA
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31
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Sansevere AJ, DiBacco ML, Akhondi-Asl A, LaRovere K, Loddenkemper T, Rivkin MJ, Thiagarajan RR, Pearl PL, Libenson MH, Tasker RC. EEG features of brain injury during extracorporeal membrane oxygenation in children. Neurology 2020; 95:e1372-e1380. [PMID: 32631921 DOI: 10.1212/wnl.0000000000010188] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Accepted: 03/11/2020] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To examine EEG features of major pathophysiology in children undergoing extracorporeal membrane oxygenation (ECMO). METHODS This was a single-center, retrospective study of 201 pediatric patients on ECMO, using the first 24 hours of continuous EEG (cEEG) monitoring, collating background activity and electrographic seizures (ES) with imaging, ECMO type, and outcome. RESULTS Severely abnormal cEEG background occurred in 12% (25/201), and was associated with death (sensitivity 0.23, specificity 0.97). ES occurred in 16% (33/201) within 3.2 (0.6-20.3) hours (median [interquartile range]) of cEEG commencement, and higher ES burden was associated with death. ES was always associated with ipsilateral injury (p = 0.006), but occurred in only one-third of cases with abnormal imaging. In 28 patients with isolated hemisphere lesion, type of arterial ECMO cannulation was associated with side of injury: right carotid cannulation was associated with right hemisphere lesions, and ascending aorta cannulation with left hemisphere lesions (odds ratio, 0.29 [95% confidence interval, 0.08-0.98], p = 0.03). CONCLUSIONS After starting ECMO, cEEG background activity has the potential to inform prognosis. Type of arterial (carotid vs aortic) ECMO correlates with side of focal cerebral injury, which in ≈33% is associated with presence of ES. We hypothesize that the differential distribution reflects abnormal flow dynamics or embolic injury.
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Affiliation(s)
- Arnold J Sansevere
- From the Division of Epilepsy and Neurophysiology (A.J.S., M.L.D., T.L. , P.L.P., M.H.L.), Department of Anesthesiology, Critical Care and Pain Medicine (A.A.-A., R.C.T.), Department of Neurology (K.L., T.L., M.J.R., P.L.P., M.H.L., R.C.T.), Department of Psychiatry and Radiology (M.J.R.), and Department of Cardiology, Division of Cardiovascular Critical Care (R.R.T.), Boston Children's Hospital, MA.
| | - Melissa L DiBacco
- From the Division of Epilepsy and Neurophysiology (A.J.S., M.L.D., T.L. , P.L.P., M.H.L.), Department of Anesthesiology, Critical Care and Pain Medicine (A.A.-A., R.C.T.), Department of Neurology (K.L., T.L., M.J.R., P.L.P., M.H.L., R.C.T.), Department of Psychiatry and Radiology (M.J.R.), and Department of Cardiology, Division of Cardiovascular Critical Care (R.R.T.), Boston Children's Hospital, MA
| | - Alireza Akhondi-Asl
- From the Division of Epilepsy and Neurophysiology (A.J.S., M.L.D., T.L. , P.L.P., M.H.L.), Department of Anesthesiology, Critical Care and Pain Medicine (A.A.-A., R.C.T.), Department of Neurology (K.L., T.L., M.J.R., P.L.P., M.H.L., R.C.T.), Department of Psychiatry and Radiology (M.J.R.), and Department of Cardiology, Division of Cardiovascular Critical Care (R.R.T.), Boston Children's Hospital, MA
| | - Kerri LaRovere
- From the Division of Epilepsy and Neurophysiology (A.J.S., M.L.D., T.L. , P.L.P., M.H.L.), Department of Anesthesiology, Critical Care and Pain Medicine (A.A.-A., R.C.T.), Department of Neurology (K.L., T.L., M.J.R., P.L.P., M.H.L., R.C.T.), Department of Psychiatry and Radiology (M.J.R.), and Department of Cardiology, Division of Cardiovascular Critical Care (R.R.T.), Boston Children's Hospital, MA
| | - Tobias Loddenkemper
- From the Division of Epilepsy and Neurophysiology (A.J.S., M.L.D., T.L. , P.L.P., M.H.L.), Department of Anesthesiology, Critical Care and Pain Medicine (A.A.-A., R.C.T.), Department of Neurology (K.L., T.L., M.J.R., P.L.P., M.H.L., R.C.T.), Department of Psychiatry and Radiology (M.J.R.), and Department of Cardiology, Division of Cardiovascular Critical Care (R.R.T.), Boston Children's Hospital, MA
| | - Michael J Rivkin
- From the Division of Epilepsy and Neurophysiology (A.J.S., M.L.D., T.L. , P.L.P., M.H.L.), Department of Anesthesiology, Critical Care and Pain Medicine (A.A.-A., R.C.T.), Department of Neurology (K.L., T.L., M.J.R., P.L.P., M.H.L., R.C.T.), Department of Psychiatry and Radiology (M.J.R.), and Department of Cardiology, Division of Cardiovascular Critical Care (R.R.T.), Boston Children's Hospital, MA
| | - Ravi R Thiagarajan
- From the Division of Epilepsy and Neurophysiology (A.J.S., M.L.D., T.L. , P.L.P., M.H.L.), Department of Anesthesiology, Critical Care and Pain Medicine (A.A.-A., R.C.T.), Department of Neurology (K.L., T.L., M.J.R., P.L.P., M.H.L., R.C.T.), Department of Psychiatry and Radiology (M.J.R.), and Department of Cardiology, Division of Cardiovascular Critical Care (R.R.T.), Boston Children's Hospital, MA
| | - Phillip L Pearl
- From the Division of Epilepsy and Neurophysiology (A.J.S., M.L.D., T.L. , P.L.P., M.H.L.), Department of Anesthesiology, Critical Care and Pain Medicine (A.A.-A., R.C.T.), Department of Neurology (K.L., T.L., M.J.R., P.L.P., M.H.L., R.C.T.), Department of Psychiatry and Radiology (M.J.R.), and Department of Cardiology, Division of Cardiovascular Critical Care (R.R.T.), Boston Children's Hospital, MA
| | - Mark H Libenson
- From the Division of Epilepsy and Neurophysiology (A.J.S., M.L.D., T.L. , P.L.P., M.H.L.), Department of Anesthesiology, Critical Care and Pain Medicine (A.A.-A., R.C.T.), Department of Neurology (K.L., T.L., M.J.R., P.L.P., M.H.L., R.C.T.), Department of Psychiatry and Radiology (M.J.R.), and Department of Cardiology, Division of Cardiovascular Critical Care (R.R.T.), Boston Children's Hospital, MA
| | - Robert C Tasker
- From the Division of Epilepsy and Neurophysiology (A.J.S., M.L.D., T.L. , P.L.P., M.H.L.), Department of Anesthesiology, Critical Care and Pain Medicine (A.A.-A., R.C.T.), Department of Neurology (K.L., T.L., M.J.R., P.L.P., M.H.L., R.C.T.), Department of Psychiatry and Radiology (M.J.R.), and Department of Cardiology, Division of Cardiovascular Critical Care (R.R.T.), Boston Children's Hospital, MA
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Frie J, Bartocci M, Kuhn P. Neonatal cortical perceptions of maternal breast odours: A fNIRS study. Acta Paediatr 2020; 109:1330-1337. [PMID: 31782829 DOI: 10.1111/apa.15114] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 11/09/2019] [Accepted: 11/26/2019] [Indexed: 11/28/2022]
Abstract
AIM The aim was to determine whether preterm and full-term newborn infants could process maternal breast odour at a cortical level. METHODS Newborn infants were exposed to cloths containing their own mother's breast odour and freshly laundered control cloths for 10 seconds, while functional near-infrared spectroscopy measured cortical activation in their olfactory processing areas. We studied 45 newborn infants born at 28-41 weeks of gestation and divided them into three groups: full-term (37-41 weeks), late preterm (33-36 weeks) and very preterm (28-32 weeks). Cortical activation was defined as a regional increase of oxyhaemoglobin following maternal breast odour stimuli. RESULTS Full-term infants demonstrated bilateral activation of their olfactory cortices following exposure to maternal breast odour. Late preterm infants and very preterm boys exhibited unilateral cortical activation, unlike very preterm girls. CONCLUSION Infants born from 32 weeks, and possibly earlier, could process low concentration maternal odours at a cortical level, which suggests they were more aware of their environment. These findings could make a significant contribution to improving the sensory environment of preterm infants and improve bonding.
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Affiliation(s)
- Jakob Frie
- Neonatal Research Unit Department of Women's and Children's Health Karolinska Institute Stockholm Sweden
- Department of Neonatal Medicine Astrid Lindgren Children's Hospital Karolinska University Hospital Stockholm Sweden
| | - Marco Bartocci
- Neonatal Research Unit Department of Women's and Children's Health Karolinska Institute Stockholm Sweden
- Department of Neonatal Medicine Astrid Lindgren Children's Hospital Karolinska University Hospital Stockholm Sweden
| | - Pierre Kuhn
- Neonatal Research Unit Department of Women's and Children's Health Karolinska Institute Stockholm Sweden
- Service de Médecine et Réanimation du Nouveau‐né Hôpital de Hautepierre Centre Hospitalier Universitaire de Strasbourg Strasbourg France
- Institut des Neurosciences Cellulaires et Intégratives Centre National de la Recherche Scientifique et Unistra Strasbourg France
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33
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Steber S, Rossi S. So young, yet so mature? Electrophysiological and vascular correlates of phonotactic processing in 18-month-olds. Dev Cogn Neurosci 2020; 43:100784. [PMID: 32510350 PMCID: PMC7184260 DOI: 10.1016/j.dcn.2020.100784] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Revised: 04/08/2020] [Accepted: 04/09/2020] [Indexed: 11/30/2022] Open
Abstract
The present study investigated neural correlates of implicit phonotactic processing in 18-month-old children that just reached an important step in language development: the vocabulary spurt. Pseudowords, either phonotactically legal or illegal with respect to their native language, were acoustically presented to monolingually German raised infants. Neural activity was simultaneously assessed by means of electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS). The former method excellently tracks fast processing mechanisms, whereas the latter reveals brain areas recruited. Results of the present study indicate that 18-month-olds recognize the linguistic properties of their native language based on phonotactics. This manifested in an increased N400 for legal compared to illegal pseudowords in the EEG conforming to adult-like mechanisms. Unfortunately, fNIRS findings did not support this discrimination ability. Possible methodological and brain maturational reasons might explain this null finding. This study provides evidence for the advantage of a multi-methodological approach in order to get a clear picture on neural language development.
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Affiliation(s)
- Sarah Steber
- ICONE - Innsbruck Cognitive Neuroscience, Department for Hearing, Speech, and Voice Disorders, Medical University of Innsbruck, 6020, Innsbruck, Austria; Department of Psychology, University of Innsbruck, 6020, Innsbruck, Austria.
| | - Sonja Rossi
- ICONE - Innsbruck Cognitive Neuroscience, Department for Hearing, Speech, and Voice Disorders, Medical University of Innsbruck, 6020, Innsbruck, Austria.
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Chatthong W, Khemthong S, Wongsawat Y. Neuropsychological classification based on brain mapping performance in Thai children with and without ADHD. APPLIED NEUROPSYCHOLOGY-CHILD 2020; 11:18-24. [PMID: 32078777 DOI: 10.1080/21622965.2020.1729155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
This study investigated the cognitive strengths and weaknesses of Attention Deficit Hyperactivity Disorder (ADHD) patients by using quantitative electroencephalography (QEEG) to analyze brain mapping outcomes in relation to neuropsychological assessments. A total of 305 participants with and without ADHD were recruited. The theta relative power of QEEG was analyzed using stepwise multiple regression, and twelve scalp regions were compared between groups using independent t-tests. Increased power was found at the T5 scalp region in the ADHD group and at the F4 region in the non-ADHD group. Decreased power was found at the F7 region in the ADHD group and at the F3 region in the non-ADHD group. Six of the twelve brain locations had significantly higher theta relative power in the ADHD group than in the non-ADHD group. These brain mapping outcomes can be easily translated to neuropsychological functions, such as attention, executive function, memory, spatial ability, and language, to better understand or predict the potential behavior of ADHD patients.
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Affiliation(s)
- Winai Chatthong
- Department of Biomedical Engineering, Faculty of Engineering, Mahidol University, Salaya, Thailand
| | - Supalak Khemthong
- Division of Occupational Therapy, Faculty of Physical Therapy, Mahidol University, Salaya, Thailand
| | - Yodchanan Wongsawat
- Department of Biomedical Engineering, Faculty of Engineering, Mahidol University, Salaya, Thailand
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35
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Adibpour P, Lebenberg J, Kabdebon C, Dehaene-Lambertz G, Dubois J. Anatomo-functional correlates of auditory development in infancy. Dev Cogn Neurosci 2020; 42:100752. [PMID: 32072930 PMCID: PMC6992933 DOI: 10.1016/j.dcn.2019.100752] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 10/23/2019] [Accepted: 12/20/2019] [Indexed: 10/29/2022] Open
Abstract
Infant brain development incorporates several intermingled mechanisms leading to intense and asynchronous maturation across cerebral networks and functional modalities. Combining electroencephalography (EEG) and diffusion magnetic resonance imaging (MRI), previous studies in the visual modality showed that the functional maturation of the event-related potentials (ERP) during the first postnatal semester relates to structural changes in the corresponding white matter pathways. Here investigated similar issues in the auditory modality. We measured ERPs to syllables in 1- to 6-month-old infants and related them to the maturational properties of underlying neural substrates measured with diffusion tensor imaging (DTI). We first observed a decrease in the latency of the auditory P2, and in the diffusivities in the auditory tracts and perisylvian regions with age. Secondly, we highlighted some of the early functional and structural substrates of lateralization. Contralateral responses to monoaural syllables were stronger and faster than ipsilateral responses, particularly in the left hemisphere. Besides, the acoustic radiations, arcuate fasciculus, middle temporal and angular gyri showed DTI asymmetries with a more complex and advanced microstructure in the left hemisphere, whereas the reverse was observed for the inferior frontal and superior temporal gyri. Finally, after accounting for the age-related variance, we correlated the inter-individual variability in P2 responses and in the microstructural properties of callosal fibers and inferior frontal regions. This study combining dedicated EEG and MRI approaches in infants highlights the complex relation between the functional responses to auditory stimuli and the maturational properties of the corresponding neural network.
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Affiliation(s)
- Parvaneh Adibpour
- Cognitive Neuroimaging Unit U992, NeuroSpin Center, Gif/Yvette, France.
| | - Jessica Lebenberg
- Cognitive Neuroimaging Unit U992, NeuroSpin Center, Gif/Yvette, France; UNATI, CEA DRF Institut Joliot, Gif/Yvette, France
| | - Claire Kabdebon
- Cognitive Neuroimaging Unit U992, NeuroSpin Center, Gif/Yvette, France
| | | | - Jessica Dubois
- Cognitive Neuroimaging Unit U992, NeuroSpin Center, Gif/Yvette, France; Université de Paris, NeuroDiderot, Inserm, F-75019 Paris, France
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Krol KM, Puglia MH, Morris JP, Connelly JJ, Grossmann T. Epigenetic modification of the oxytocin receptor gene is associated with emotion processing in the infant brain. Dev Cogn Neurosci 2019; 37:100648. [PMID: 31125951 PMCID: PMC6969294 DOI: 10.1016/j.dcn.2019.100648] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Revised: 04/18/2019] [Accepted: 04/18/2019] [Indexed: 01/22/2023] Open
Abstract
First developmental neuroimaging epigenetics study with human infants. Oxytocin receptor gene methylation (OXTRm) assessed in a large sample of infants. OXTRm predicts inferior frontal brain responses to emotional faces using fNIRS. Higher OXTRm linked to enhanced brain responses to angry and fearful faces. OXTRm contributes to variability in social brain function early in ontogeny.
The neural capacity to discriminate between emotions emerges early in development, though little is known about specific factors that contribute to variability in this vital skill during infancy. In adults, DNA methylation of the oxytocin receptor gene (OXTRm) is an epigenetic modification that is variable, predictive of gene expression, and has been linked to autism spectrum disorder and the neural response to social cues. It is unknown whether OXTRm is variable in infants, and whether it is predictive of early social function. Implementing a developmental neuroimaging epigenetics approach in a large sample of infants (N = 98), we examined whether OXTRm is associated with neural responses to emotional expressions. OXTRm was assessed at 5 months of age. At 7 months of age, infants viewed happy, angry, and fearful faces while functional near-infrared spectroscopy was recorded. We observed that OXTRm shows considerable variability among infants. Critically, infants with higher OXTRm show enhanced responses to anger and fear and attenuated responses to happiness in right inferior frontal cortex, a region implicated in emotion processing through action-perception coupling. Findings support models emphasizing oxytocin’s role in modulating neural response to emotion and identify OXTRm as an epigenetic mark contributing to early brain function.
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Affiliation(s)
- Kathleen M Krol
- Department of Psychology, University of Virginia, 480 McCormick Rd. Charlottesville VA 22903, USA; Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstr. 1a, 04275 Leipzig, Germany.
| | - Meghan H Puglia
- Department of Psychology, University of Virginia, 480 McCormick Rd. Charlottesville VA 22903, USA
| | - James P Morris
- Department of Psychology, University of Virginia, 480 McCormick Rd. Charlottesville VA 22903, USA
| | - Jessica J Connelly
- Department of Psychology, University of Virginia, 480 McCormick Rd. Charlottesville VA 22903, USA
| | - Tobias Grossmann
- Department of Psychology, University of Virginia, 480 McCormick Rd. Charlottesville VA 22903, USA; Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstr. 1a, 04275 Leipzig, Germany
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Kelsey CM, Krol KM, Kret ME, Grossmann T. Infants' brain responses to pupillary changes in others are affected by race. Sci Rep 2019; 9:4317. [PMID: 30867473 PMCID: PMC6416351 DOI: 10.1038/s41598-019-40661-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 02/18/2019] [Indexed: 11/12/2022] Open
Abstract
Sensitive responding to eye cues plays a key role during human social interactions. Observed changes in pupillary size provide a range of socially-relevant information including cues regarding a person's emotional and arousal states. Recently, infants have been found to mimic observed pupillary changes in others, instantiating a foundational mechanism for eye-based social communication. Among adults, perception of pupillary changes is affected by race. Here, we examined whether and how race impacts the neural processing of others' pupillary changes in early ontogeny. We measured 9-month-old infants' brain responses to dilating and constricting pupils in the context of viewing own-race and other-race eyes using functional near-infrared spectroscopy (fNIRS). Our results show that only when responding to own-race eyes, infants' brains distinguished between changes in pupillary size. Specifically, infants showed enhanced responses in the right superior temporal cortex when observing own-race pupil dilation. Moreover, when processing other-race pupillary changes, infants recruited the dorsolateral prefrontal cortex, a brain region linked to cognitive control functions. These findings suggest that, early in development, the fundamental process of responding to pupillary changes is impacted by race and interracial interactions may afford greater cognitive control or effort. This critically informs our understanding of the early origins of responding to pupillary signals in others and further highlights the impact of race on the processing of social signals.
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Affiliation(s)
- Caroline M Kelsey
- Department of Psychology, University of Virginia, Charlottesville, VA, USA
| | - Kathleen M Krol
- Department of Psychology, University of Virginia, Charlottesville, VA, USA
| | - Mariska E Kret
- Institute of Psychology, Cognitive Psychology Unit, Leiden University, Leiden, The Netherlands
- Leiden University, Leiden Institute for Brain and Cognition (LIBC), Leiden, The Netherlands
| | - Tobias Grossmann
- Department of Psychology, University of Virginia, Charlottesville, VA, USA.
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.
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Lebenberg J, Mangin JF, Thirion B, Poupon C, Hertz-Pannier L, Leroy F, Adibpour P, Dehaene-Lambertz G, Dubois J. Mapping the asynchrony of cortical maturation in the infant brain: A MRI multi-parametric clustering approach. Neuroimage 2019; 185:641-653. [DOI: 10.1016/j.neuroimage.2018.07.022] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Revised: 07/02/2018] [Accepted: 07/10/2018] [Indexed: 12/28/2022] Open
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Abstract
EEG changes during the perinatal period, infancy, childhood, and adolescence are concomitant with brain growth, myelination, expanding connectivity, and overall maturation, which are particularly fast during the first year of life. EEG aspects of early brain development are accessible in preterm during the third trimester of gestational age, and they evolve to full-term, infancy, and childhood EEG patterns. Each of these age periods shares specific EEG features that reach gross adult outlines in the first year. Interpreting EEG needs therefore a deep knowledge of pathological and normal EEG patterns with their variants belonging to each age range. Recording EEG during these periods also requires adapting the recording techniques to the specific age in order to obtain interpretable records. This chapter describes normal EEG features and variants, characteristic patterns of development, and some patterns that are unusual for age, from the neonatal period to adolescence.
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Affiliation(s)
- A Kaminska
- Department of Clinical Neurophysiology, Necker-Enfants Malades Hospital, APHP, Paris, France.
| | - M Eisermann
- Department of Clinical Neurophysiology, Necker-Enfants Malades Hospital, APHP, Paris, France
| | - P Plouin
- Department of Clinical Neurophysiology, Necker-Enfants Malades Hospital, APHP, Paris, France
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Whitehead K, Meek J, Fabrizi L. Developmental trajectory of movement-related cortical oscillations during active sleep in a cross-sectional cohort of pre-term and full-term human infants. Sci Rep 2018; 8:17516. [PMID: 30504857 PMCID: PMC6269518 DOI: 10.1038/s41598-018-35850-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Accepted: 11/09/2018] [Indexed: 12/13/2022] Open
Abstract
In neonatal animal models, isolated limb movements during active sleep provide input to immature somatomotor cortex necessary for its development and are somatotopically encoded by alpha-beta oscillations as late as the equivalent of human full-term. Limb movements elicit similar neural patterns in very pre-term human infants (average 30 corrected gestational weeks), suggesting an analogous role in humans, but it is unknown until when they subserve this function. In a cohort of 19 neonates (31-42 corrected gestational weeks) we showed that isolated hand movements during active sleep continue to induce these same somatotopically distributed oscillations well into the perinatal period, but that these oscillations decline towards full-term and fully disappear at 41 corrected gestational weeks (equivalent to the end of gestation). We also showed that these highly localised alpha-beta oscillations are associated with an increase in delta oscillations which extends to the frontal area and does not decline with age. These results suggest that isolated limb movements during active sleep could have an important role in experience-dependent somatomotor development up until normal birth in humans.
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Affiliation(s)
- Kimberley Whitehead
- Department of Neuroscience, Physiology and Pharmacology, University College London, London, WC1E 6BT, United Kingdom.
| | - Judith Meek
- Elizabeth Garrett Anderson Obstetric Wing, University College London Hospitals, London, WC1E 6BD, United Kingdom
| | - Lorenzo Fabrizi
- Department of Neuroscience, Physiology and Pharmacology, University College London, London, WC1E 6BT, United Kingdom
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Donadio A, Whitehead K, Gonzalez F, Wilhelm E, Formica D, Meek J, Fabrizi L, Burdet E. A novel sensor design for accurate measurement of facial somatosensation in pre-term infants. PLoS One 2018; 13:e0207145. [PMID: 30444872 PMCID: PMC6239299 DOI: 10.1371/journal.pone.0207145] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 10/25/2018] [Indexed: 11/18/2022] Open
Abstract
Facial somatosensory feedback is critical for breastfeeding in the first days of life. However, its development has never been investigated in humans. Here we develop a new interface to measure facial somatosensation in newborn infants. The novel system allows to measure neuronal responses to touching the face of the subject by synchronously recording scalp electroencephalography (EEG) and the force applied by the experimenter. This is based on a dedicated force transducer that can be worn on the finger underneath a clinical nitrile glove and linked to a commercial EEG acquisition system. The calibrated device measures the pressure applied by the investigator when tapping the skin concurrently with the resulting brain response. With this system, we were able to demonstrate that taps of 192 mN (mean) reliably elicited facial somatosensory responses in 7 pre-term infants. These responses had a time course similar to those following limbs stimulation, but more lateral topographical distribution consistent with body representations in primary somatosensory areas. The method introduced can therefore be used to reliably measure facial somatosensory responses in vulnerable infants.
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Affiliation(s)
- Alessandro Donadio
- Department of Engineering, Università Campus Bio-Medico di Roma, Roma, Italy
| | - Kimberley Whitehead
- Department of Neuroscience, Physiology and Pharmacology, University College London, Gower Street, United Kingdom
| | - Franck Gonzalez
- Department of Bioengineering, Imperial College of Science, Technology and Medicine, South Kensington Campus, London, United Kingdom
| | - Elisabeth Wilhelm
- Department of Bioengineering, Imperial College of Science, Technology and Medicine, South Kensington Campus, London, United Kingdom
| | - Domenico Formica
- Department of Engineering, Università Campus Bio-Medico di Roma, Roma, Italy
| | - Judith Meek
- Elizabeth Garrett Anderson Obstetric Wing, University College London Hospitals, United Kingdom
| | - Lorenzo Fabrizi
- Department of Neuroscience, Physiology and Pharmacology, University College London, Gower Street, United Kingdom
| | - Etienne Burdet
- Department of Bioengineering, Imperial College of Science, Technology and Medicine, South Kensington Campus, London, United Kingdom
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Werchan DM, Baumgartner HA, Lewkowicz DJ, Amso D. The origins of cortical multisensory dynamics: Evidence from human infants. Dev Cogn Neurosci 2018; 34:75-81. [PMID: 30099263 PMCID: PMC6629259 DOI: 10.1016/j.dcn.2018.07.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 07/03/2018] [Accepted: 07/13/2018] [Indexed: 12/15/2022] Open
Abstract
Classic views of multisensory processing suggest that cortical sensory regions are specialized. More recent views argue that cortical sensory regions are inherently multisensory. To date, there are no published neuroimaging data that directly test these claims in infancy. Here we used fNIRS to show that temporal and occipital cortex are functionally coupled in 3.5-5-month-old infants (N = 65), and that the extent of this coupling during a synchronous, but not an asynchronous, audiovisual event predicted whether occipital cortex would subsequently respond to sound-only information. These data suggest that multisensory experience may shape cortical dynamics to adapt to the ubiquity of synchronous multisensory information in the environment, and invoke the possibility that adaptation to the environment can also reflect broadening of the computational range of sensory systems.
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Affiliation(s)
- Denise M Werchan
- Department of Cognitive, Linguistic, and Psychological Sciences, Brown University, 190 Thayer St. Providence, RI, 02912, United States
| | - Heidi A Baumgartner
- Department of Cognitive, Linguistic, and Psychological Sciences, Brown University, 190 Thayer St. Providence, RI, 02912, United States
| | - David J Lewkowicz
- Department of Communication Sciences and Disorders, Northeastern University, 360 Huntington Ave., Boston, MA, 02115, United States
| | - Dima Amso
- Department of Cognitive, Linguistic, and Psychological Sciences, Brown University, 190 Thayer St. Providence, RI, 02912, United States.
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Altvater-Mackensen N, Grossmann T. Modality-independent recruitment of inferior frontal cortex during speech processing in human infants. Dev Cogn Neurosci 2018; 34:130-138. [PMID: 30391756 PMCID: PMC6969291 DOI: 10.1016/j.dcn.2018.10.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Revised: 08/25/2018] [Accepted: 10/25/2018] [Indexed: 11/22/2022] Open
Abstract
Despite increasing interest in the development of audiovisual speech perception in infancy, the underlying mechanisms and neural processes are still only poorly understood. In addition to regions in temporal cortex associated with speech processing and multimodal integration, such as superior temporal sulcus, left inferior frontal cortex (IFC) has been suggested to be critically involved in mapping information from different modalities during speech perception. To further illuminate the role of IFC during infant language learning and speech perception, the current study examined the processing of auditory, visual and audiovisual speech in 6-month-old infants using functional near-infrared spectroscopy (fNIRS). Our results revealed that infants recruit speech-sensitive regions in frontal cortex including IFC regardless of whether they processed unimodal or multimodal speech. We argue that IFC may play an important role in associating multimodal speech information during the early steps of language learning.
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Affiliation(s)
- Nicole Altvater-Mackensen
- Department of Psychology, Johannes-Gutenberg-University Mainz, Germany; Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.
| | - Tobias Grossmann
- Department of Psychology, University of Virginia, USA; Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
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de Roever I, Bale G, Mitra S, Meek J, Robertson NJ, Tachtsidis I. Investigation of the Pattern of the Hemodynamic Response as Measured by Functional Near-Infrared Spectroscopy (fNIRS) Studies in Newborns, Less Than a Month Old: A Systematic Review. Front Hum Neurosci 2018; 12:371. [PMID: 30333736 PMCID: PMC6176492 DOI: 10.3389/fnhum.2018.00371] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2018] [Accepted: 08/29/2018] [Indexed: 01/03/2023] Open
Abstract
It has been 20 years since functional near-infrared spectroscopy (fNIRS) was first used to investigate the evoked hemodynamic response to a stimulus in newborns. The hemodynamic response to functional activation is well-established in adults, with an observed increase in concentration change of oxygenated hemoglobin (Δ[HbO2]) and decrease in deoxygenated hemoglobin (Δ[HHb]). However, functional studies in newborns have revealed a mixed response, particularly with Δ[HHb] where an inconsistent change in direction is observed. The reason for this heterogeneity is unknown, with potential explanations arising from differing physiology in the developing brain, or differences in instrumentation or methodology. The aim of this review is to collate the findings from studies that have employed fNIRS to monitor cerebral hemodynamics in term newborn infants aged 1 day-1 month. A total of 46 eligible studies were identified; some studies investigated more than one stimulus type, resulting in a total of 51 reported results. The NIRS parameters reported varied across studies with 50/51 cases reporting Δ[HbO2], 39/51 reporting Δ[HHb], and 13/51 reporting total hemoglobin concentration Δ[HbT] (Δ[HbO2] + Δ[HHb]). However, of the 39 cases reporting Δ[HHb] in graphs or tables, only 24 studies explicitly discussed the response (i.e., direction of change) of this variable. In the studies where the fNIRS responses were discussed, 46/51 cases observed an increase in Δ[HbO2], 7/51 observed an increase or varied Δ[HHb], and 2/51 reported a varied or negative Δ[HbT]. An increase in Δ[HbO2] and decrease or no change in Δ[HHb] was observed in 15 studies. By reviewing this body of literature, we have identified that the majority of research articles reported an increase in Δ[HbO2] across various functional tasks and did not report the response of Δ[HHb]. Confirming the normal, healthy hemodynamic response in newborns will allow identification of unhealthy patterns and their association to normal neurodevelopment.
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Affiliation(s)
- Isabel de Roever
- Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
| | - Gemma Bale
- Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
| | - Subhabrata Mitra
- Department of Neonatology, Institute for Women's Health, University College London, London, United Kingdom
| | - Judith Meek
- Department of Neonatology, Institute for Women's Health, University College London, London, United Kingdom
| | - Nicola J. Robertson
- Department of Neonatology, Institute for Women's Health, University College London, London, United Kingdom
| | - Ilias Tachtsidis
- Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
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A framework based on sulcal constraints to align preterm, infant and adult human brain images acquired in vivo and post mortem. Brain Struct Funct 2018; 223:4153-4168. [DOI: 10.1007/s00429-018-1735-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Accepted: 08/11/2018] [Indexed: 01/18/2023]
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Grossmann T, Missana M, Krol KM. The neurodevelopmental precursors of altruistic behavior in infancy. PLoS Biol 2018; 16:e2005281. [PMID: 30252842 PMCID: PMC6155440 DOI: 10.1371/journal.pbio.2005281] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Accepted: 08/17/2018] [Indexed: 11/19/2022] Open
Abstract
Altruistic behavior is considered a key feature of the human cooperative makeup, with deep ontogenetic roots. The tendency to engage in altruistic behavior varies between individuals and has been linked to differences in responding to fearful faces. The current study tests the hypothesis that this link exists from early in human ontogeny. Using eye tracking, we examined whether attentional responses to fear in others at 7 months of age predict altruistic behavior at 14 months of age. Our analysis revealed that altruistic behavior in toddlerhood was predicted by infants' attention to fearful faces but not happy or angry faces. Specifically, infants who showed heightened initial attention to (i.e., prolonged first look) followed by greater disengagement (i.e., reduced attentional bias over 15 seconds) from fearful faces at 7 months displayed greater prosocial behavior at 14 months of age. Our data further show that infants' attentional bias to fearful faces and their altruistic behavior was predicted by brain responses in the dorsolateral prefrontal cortex (dlPFC), measured through functional near-infrared spectroscopy (fNIRS). This suggests that, from early in ontogeny, variability in altruistic helping behavior is linked to our responsiveness to seeing others in distress and brain processes implicated in attentional control. These findings critically advance our understanding of the emergence of altruism in humans by identifying responsiveness to fear in others as an early precursor contributing to variability in prosocial behavior.
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Affiliation(s)
- Tobias Grossmann
- Department of Psychology, University of Virginia, Charlottesville, Virginia, United States of America
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Manuela Missana
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
- Institute of Educational Sciences, University of Leipzig, Leipzig, Germany
| | - Kathleen M. Krol
- Department of Psychology, University of Virginia, Charlottesville, Virginia, United States of America
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
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Xiao X, Yu X, Zhang Z, Zhao Y, Jiang Y, Li Z, Yang Y, Zhu C. Transcranial brain atlas. SCIENCE ADVANCES 2018; 4:eaar6904. [PMID: 30191174 PMCID: PMC6124906 DOI: 10.1126/sciadv.aar6904] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2017] [Accepted: 07/26/2018] [Indexed: 05/15/2023]
Abstract
We introduce here the concept of a transcranial brain atlas (TBA), a new kind of brain atlas specialized for transcranial techniques. A TBA is a probabilistic mapping from scalp space to atlas label space, relating scalp locations to anatomical, functional, network, genetic, or other labels. TBAs offer a new way to integrate and present structural and functional organization of the brain and allow previously subsurface and invisible atlas labels visible on the scalp surface to accurately guide the placement of transcranial devices directly on the scalp surface in a straightforward, visual manner. We present here a framework for building TBAs that includes (i) a new, continuous proportional coordinate system devised for the scalp surface to allow standardized specification of scalp positions; (ii) a high-resolution, large sample-based (114-participant) mapping from scalp space to brain space to accurately and reliably describe human cranio-cortical correspondence; and (iii) a two-step Markov chain to combine the probabilistic scalp-brain mapping with a traditional brain atlas, bringing atlas labels to the scalp surface. We assessed the reproducibility (consistency of TBAs generated from different groups) and predictiveness (prediction accuracy of labels for individuals without brain images) of the TBAs built via our framework. Moreover, we present an application of TBAs to a functional near-infrared spectroscopy finger-tapping experiment, illustrating the utility and benefits of TBAs in transcranial studies. Our results demonstrate that TBAs can support ongoing efforts to map the human brain using transcranial techniques, just as traditional brain atlases have supported magnetic resonance imaging and positron emission tomography studies.
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Affiliation(s)
- Xiang Xiao
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
| | - Xiaoting Yu
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
| | - Zong Zhang
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
| | - Yang Zhao
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
| | - Yihan Jiang
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
| | - Zheng Li
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
- IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
- Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing, China
| | - Yihong Yang
- Neuroimaging Research Branch, National Institute on Drug Abuse, National Institutes of Health, Baltimore, MD 21224, USA
| | - Chaozhe Zhu
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
- IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
- Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing, China
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Brigadoi S, Salvagnin D, Fischetti M, Cooper RJ. Array Designer: automated optimized array design for functional near-infrared spectroscopy. NEUROPHOTONICS 2018; 5:035010. [PMID: 30238021 PMCID: PMC6135986 DOI: 10.1117/1.nph.5.3.035010] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2018] [Accepted: 08/06/2018] [Indexed: 05/08/2023]
Abstract
The position of each source and detector "optode" on the scalp, and their relative separations, determines the sensitivity of each functional near-infrared spectroscopy (fNIRS) channel to the underlying cortex. As a result, selecting appropriate scalp locations for the available sources and detectors is critical to every fNIRS experiment. At present, it is standard practice for the user to undertake this task manually; to select what they believe are the best locations on the scalp to place their optodes so as to sample a given cortical region-of-interest (ROI). This process is difficult, time-consuming, and highly subjective. Here, we propose a tool, Array Designer, that is able to automatically design optimized fNIRS arrays given a user-defined ROI and certain features of the available fNIRS device. Critically, the Array Designer methodology is generalizable and will be applicable to almost any subject population or fNIRS device. We describe and validate the algorithmic methodology that underpins Array Designer by running multiple simulations of array design problems in a realistic anatomical model. We believe that Array Designer has the potential to end the need for manual array design, and in doing so save researchers time, improve fNIRS data quality, and promote standardization across the field.
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Affiliation(s)
- Sabrina Brigadoi
- University College London, Biomedical Optics Research Laboratory, Department of Medical Physics and Biomedical Engineering, London, United Kingdom
- University of Padova, Department of Developmental Psychology, Padova, Italy
| | - Domenico Salvagnin
- University of Padova, Department of Information Engineering, Padova, Italy
| | - Matteo Fischetti
- University of Padova, Department of Information Engineering, Padova, Italy
| | - Robert J. Cooper
- University College London, Biomedical Optics Research Laboratory, Department of Medical Physics and Biomedical Engineering, London, United Kingdom
- NeoLAB, Rosie Hospital, The Evelyn Perinatal Imaging Centre, Cambridge, United Kingdom
- Address all correspondence to: Robert J. Cooper, E-mail:
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Barttfeld P, Abboud S, Lagercrantz H, Adén U, Padilla N, Edwards AD, Cohen L, Sigman M, Dehaene S, Dehaene-Lambertz G. A lateral-to-mesial organization of human ventral visual cortex at birth. Brain Struct Funct 2018; 223:3107-3119. [PMID: 29752588 DOI: 10.1007/s00429-018-1676-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2017] [Accepted: 05/03/2018] [Indexed: 12/20/2022]
Abstract
In human adults, ventral extra-striate visual cortex contains a mosaic of functionally specialized areas, some responding preferentially to natural visual categories such as faces (fusiform face area) or places (parahippocampal place area) and others to cultural inventions such as written words and numbers (visual word form and number form areas). It has been hypothesized that this mosaic arises from innate biases in cortico-cortical connectivity. We tested this hypothesis by examining functional resting-state correlation at birth using fMRI data from full-term human newborns. The results revealed that ventral visual regions are functionally connected with their contra-lateral homologous regions and also exhibit distinct patterns of long-distance functional correlation with anterior associative regions. A mesial-to-lateral organization was observed, with the signal of the more lateral regions, including the sites of visual word and number form areas, exhibiting higher correlations with voxels of the prefrontal, inferior parietal and temporal cortices, including language areas. Finally, we observed hemispheric asymmetries in the functional correlation of key areas of the language network that may influence later adult hemispheric lateralization. We suggest that long-distance circuits present at birth constrain the subsequent functional differentiation of the ventral visual cortex.
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Affiliation(s)
- P Barttfeld
- Cognitive Neuroimaging Unit, CEA DSV/I2BM, INSERM, Université Paris-Sud, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France. .,Instituto de Investigaciones Psicológicas (IIPsi), CONICET, Universidad Nacional de Córdoba, Córdoba, Argentina.
| | - S Abboud
- INSERM, U 1127, Paris, 75013, France.,Institut Du Cerveau Et De La Moelle Epinière, ICM, PICNIC Lab, Paris, 75013, France
| | - H Lagercrantz
- Department of Women's and Children's Health, Karolinska Institutet, 171 76, Stockholm, Sweden
| | - U Adén
- Department of Women's and Children's Health, Karolinska Institutet, 171 76, Stockholm, Sweden
| | - N Padilla
- Department of Women's and Children's Health, Karolinska Institutet, 171 76, Stockholm, Sweden
| | - A D Edwards
- Centre for the Developing Brain, Division of Imaging Sciences and Biomedical Engineering, King's College London, London, UK
| | - L Cohen
- INSERM, U 1127, Paris, 75013, France.,Institut Du Cerveau Et De La Moelle Epinière, ICM, PICNIC Lab, Paris, 75013, France
| | - M Sigman
- Universidad Torcuato Di Tella, Almirante Juan Saenz Valiente 1010, C1428BIJ, Buenos Aires, Argentina
| | - S Dehaene
- Cognitive Neuroimaging Unit, CEA DSV/I2BM, INSERM, Université Paris-Sud, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France.,Collège de France, 75005, Paris, France
| | - G Dehaene-Lambertz
- Cognitive Neuroimaging Unit, CEA DSV/I2BM, INSERM, Université Paris-Sud, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France
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50
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Dubois J, Lefèvre J, Angleys H, Leroy F, Fischer C, Lebenberg J, Dehaene-Lambertz G, Borradori-Tolsa C, Lazeyras F, Hertz-Pannier L, Mangin JF, Hüppi PS, Germanaud D. The dynamics of cortical folding waves and prematurity-related deviations revealed by spatial and spectral analysis of gyrification. Neuroimage 2018. [PMID: 29522888 DOI: 10.1016/j.neuroimage.2018.03.005] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
In the human brain, the appearance of cortical sulci is a complex process that takes place mostly during the second half of pregnancy, with a relatively stable temporal sequence across individuals. Since deviant gyrification patterns have been observed in many neurodevelopmental disorders, mapping cortical development in vivo from the early stages on is an essential step to uncover new markers for diagnosis or prognosis. Recently this has been made possible by MRI combined with post-processing tools, but the reported results are still fragmented. Here we aimed to characterize the typical folding progression ex utero from the pre- to the post-term period, by considering 58 healthy preterm and full-term newborns and infants imaged between 27 and 62 weeks of post-menstrual age. Using a method of spectral analysis of gyrification (SPANGY), we detailed the spatial-frequency structure of cortical patterns in a quantitative way. The modeling of developmental trajectories revealed three successive waves that might correspond to primary, secondary and tertiary folding. Some deviations were further detected in 10 premature infants without apparent neurological impairment and imaged at term equivalent age, suggesting that our approach is sensitive enough to highlight the subtle impact of preterm birth and extra-uterine life on folding.
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Affiliation(s)
- Jessica Dubois
- INSERM, UMR992, CEA, NeuroSpin Center, University Paris Saclay, Gif-sur-Yvette, France.
| | - Julien Lefèvre
- Institut de Neurosciences de la Timone, CNRS UMR7289, Aix-Marseille University, Marseille, France
| | - Hugo Angleys
- INSERM, UMR992, CEA, NeuroSpin Center, University Paris Saclay, Gif-sur-Yvette, France
| | - François Leroy
- INSERM, UMR992, CEA, NeuroSpin Center, University Paris Saclay, Gif-sur-Yvette, France
| | - Clara Fischer
- CEA, NeuroSpin Center, UNATI, University Paris Saclay, Gif-sur-Yvette, France
| | - Jessica Lebenberg
- INSERM, UMR992, CEA, NeuroSpin Center, University Paris Saclay, Gif-sur-Yvette, France; CEA, NeuroSpin Center, UNATI, University Paris Saclay, Gif-sur-Yvette, France
| | | | | | | | | | | | - Petra S Hüppi
- Geneva University Hospitals, Department of Pediatrics, Switzerland
| | - David Germanaud
- CEA, NeuroSpin, UNIACT, Neuropediatry Team, Gif-sur-Yvette, France; INSERM, Sorbonne Paris Cité University (USPC), CEA, UMR 1129, Paris, France; Paris Diderot University (USPC), AP-HP, Robert-Debré Hospital, DHU Protect, Department of Pediatric Neurology and Metabolic Diseases, Paris, France
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