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Lin Y, Stavans M, Li X, Baillargeon R. Infants can use temporary or scant categorical information to individuate objects. Cogn Psychol 2024; 149:101640. [PMID: 38412626 PMCID: PMC11113335 DOI: 10.1016/j.cogpsych.2024.101640] [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: 06/02/2023] [Revised: 01/21/2024] [Accepted: 02/01/2024] [Indexed: 02/29/2024]
Abstract
In a standard individuation task, infants see two different objects emerge in alternation from behind a screen. If they can assign distinct categorical descriptors to the two objects, they expect to see both objects when the screen is lowered; if not, they have no expectation at all about what they will see (i.e., two objects, one object, or no object). Why is contrastive categorical information critical for success at this task? According to the kind account, infants must decide whether they are facing a single object with changing properties or two different objects with stable properties, and access to permanent, intrinsic, kind information for each object resolves this difficulty. According to the two-system account, however, contrastive categorical descriptors simply provide the object-file system with unique tags for individuating the two objects and for communicating about them with the physical-reasoning system. The two-system account thus predicts that any type of contrastive categorical information, however temporary or scant it may be, should induce success at the task. Two experiments examined this prediction. Experiment 1 tested 14-month-olds (N = 96) in a standard task using two objects that differed only in their featural properties. Infants succeeded at the task when the object-file system had access to contrastive temporary categorical descriptors derived from the objects' distinct causal roles in preceding support events (e.g., formerly a support, formerly a supportee). Experiment 2 tested 9-month-olds (N = 96) in a standard task using two objects infants this age typically encode as merely featurally distinct. Infants succeeded when the object-file system had access to scant categorical descriptors derived from the objects' prior inclusion in static arrays of similarly shaped objects (e.g., block-shaped objects, cylinder-shaped objects). These and control results support the two-system account's claim that in a standard task, contrastive categorical descriptors serve to provide the object-file system with unique tags for the two objects.
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Affiliation(s)
- Yi Lin
- Psychology Department, New York University, New York, NY 10003, USA.
| | - Maayan Stavans
- Psychology Department, University of Illinois at Urbana-Champaign, IL 61820, USA
| | - Xia Li
- Early Childhood Education/Arts Education, Brooklyn College, Brooklyn, NY 11210, USA
| | - Renée Baillargeon
- Psychology Department, University of Illinois at Urbana-Champaign, IL 61820, USA
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2
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Chai W, Zhang P, Zhang X, Wu J, Chen C, Li F, Xie X, Shi G, Liang J, Zhu C, Dong M. Feasibility study of functional near-infrared spectroscopy in the ventral visual pathway for real-life applications. NEUROPHOTONICS 2024; 11:015002. [PMID: 38192584 PMCID: PMC10773254 DOI: 10.1117/1.nph.11.1.015002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 11/07/2023] [Accepted: 12/14/2023] [Indexed: 01/10/2024]
Abstract
Significance fNIRS-based neuroenhancement depends on the feasible detection of hemodynamic responses in target brain regions. Using the lateral occipital complex (LOC) and the fusiform face area (FFA) in the ventral visual pathway as neurofeedback targets boosts performance in visual recognition. However, the feasibility of utilizing fNIRS to detect LOC and FFA activity in adults remains to be validated as the depth of these regions may exceed the detection limit of fNIRS. Aim This study aims to investigate the feasibility of using fNIRS to measure hemodynamic responses in the ventral visual pathway, specifically in the LOC and FFA, in adults. Approach We recorded the hemodynamic activities of the LOC and FFA regions in 35 subjects using a portable eight-channel fNIRS instrument. A standard one-back object and face recognition task was employed to elicit selective brain responses in the LOC and FFA regions. The placement of fNIRS optodes for LOC and FFA detection was guided by our group's transcranial brain atlas (TBA). Results Our findings revealed selective activation of the LOC target channel (CH2) in response to objects, whereas the FFA target channel (CH7) did not exhibit selective activation in response to faces. Conclusions Our findings indicate that, although fNIRS detection has limitations in capturing FFA activity, the LOC region emerges as a viable target for fNIRS-based detection. Furthermore, our results advocate for the adoption of the TBA-based method for setting the LOC target channel, offering a promising solution for optrode placement. This feasibility study stands as the inaugural validation of fNIRS for detecting cortical activity in the ventral visual pathway, underscoring its ecological validity. We suggest that our findings establish a pivotal technical groundwork for prospective real-life applications of fNIRS-based research.
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Affiliation(s)
- Weilu Chai
- Xidian University, School of Life Science and Technology, Engineering Research Center of Molecular and Neuro Imaging of Ministry of Education, Xi'an, China
- Xidian University, School of Life Science and Technology, Xi'an Key Laboratory of Intelligent Sensing and Regulation of trans-Scale Life Information, Xi'an, China
- Xidian University, School of Artificial Intelligence, Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xi'an, China
| | - Peiming Zhang
- Xidian University, School of Life Science and Technology, Engineering Research Center of Molecular and Neuro Imaging of Ministry of Education, Xi'an, China
- Xidian University, School of Life Science and Technology, Xi'an Key Laboratory of Intelligent Sensing and Regulation of trans-Scale Life Information, Xi'an, China
| | - Xiaoyan Zhang
- Xidian University, School of Life Science and Technology, Engineering Research Center of Molecular and Neuro Imaging of Ministry of Education, Xi'an, China
- Xidian University, School of Life Science and Technology, Xi'an Key Laboratory of Intelligent Sensing and Regulation of trans-Scale Life Information, Xi'an, China
| | - Jia Wu
- Northwestern Polytechnical University, School of Foreign Languages, Xi'an, China
| | - Chao Chen
- PLA Funding Payment Center, Beijing, China
| | - Fu Li
- Xidian University, School of Artificial Intelligence, Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xi'an, China
| | - Xuemei Xie
- Xidian University, School of Artificial Intelligence, Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xi'an, China
| | - Guangming Shi
- Xidian University, School of Artificial Intelligence, Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xi'an, China
| | - Jimin Liang
- Xidian University, School of Electronics and Engineering, Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xi'an, China
| | - Chaozhe Zhu
- Beijing Normal University, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing, China
| | - Minghao Dong
- Xidian University, School of Life Science and Technology, Engineering Research Center of Molecular and Neuro Imaging of Ministry of Education, Xi'an, China
- Xidian University, School of Life Science and Technology, Xi'an Key Laboratory of Intelligent Sensing and Regulation of trans-Scale Life Information, Xi'an, China
- Xidian University, School of Artificial Intelligence, Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xi'an, China
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3
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Dopierala AAW, Emberson LL. Towards imaging the infant brain at play. Commun Integr Biol 2023; 16:2206204. [PMID: 37179594 PMCID: PMC10173788 DOI: 10.1080/19420889.2023.2206204] [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: 01/26/2023] [Revised: 04/18/2023] [Accepted: 04/19/2023] [Indexed: 05/15/2023] Open
Abstract
Infants' first-person experiences are crucial to early cognitive and neural development. To a vast extent, these early experiences involve play, which in infancy takes the form of object exploration. While at the behavioral level infant play has been studied both using specific tasks and in naturalistic scenarios, the neural correlates of object exploration have largely been studied in highly controlled task settings. These neuroimaging studies did not tap into the complexities of everyday play and what makes object exploration so important for development. Here, we review selected infant neuroimaging studies, spanning from typical, highly controlled screen-based studies on object perception to more naturalistic designs and argue for the importance of studying the neural correlates of key behaviors such as object exploration and language comprehension in naturalistic settings. We suggest that the advances in technology and analytic approaches allow measuring the infant brain at play with the use of functional near-infrared spectroscopy (fNIRS). Naturalistic fNIRS studies offer a new and exciting avenue to studying infant neurocognitive development in a way that will draw us away from our laboratory constructs and into an infant's everyday experiences that support their development.
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Affiliation(s)
| | - Lauren L. Emberson
- Baby Learning Lab, Department of Psychology, University of British Columbia, Vancouver, BC, Canada
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4
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Biondi M, Hirshkowitz A, Stotler J, Wilcox T. Cortical Activation to Social and Mechanical Stimuli in the Infant Brain. Front Syst Neurosci 2021; 15:510030. [PMID: 34248512 PMCID: PMC8264292 DOI: 10.3389/fnsys.2021.510030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Accepted: 06/01/2021] [Indexed: 11/13/2022] Open
Abstract
From the early days of life infants distinguish between social and non-social physical entities and have different expectations for the way these two entities should move and interact. At the same time, we know very little about the cortical systems that support this early emerging ability. The goal of the current research was to assess the extent to which infant's processing of social and non-social physical entities is mediated by distinct information processing systems in the temporal cortex. Using a cross-sectional design, infants aged 6-9 months (Experiment 1) and 11-18 months (Experiment 2) were presented with two types of events: social interaction and mechanical interaction. In the social interaction event (patterned after Hamlin et al., 2007), an entity with googly eyes, hair tufts, and an implied goal of moving up the hill was either helped up, or pushed down, a hill through the actions of another social entity. In the mechanical interaction event, the googly eyes and hair tufts were replaced with vertical black dots and a hook and clasp, and the objects moved up or down the hill via mechanical interactions. FNIRS was used to measure activation from temporal cortex while infants viewed the test events. In both age groups, viewing social and mechanical interaction events elicited different patterns of activation in the right temporal cortex, although responses were more specialized in the older age group. Activation was not obtained in these areas when the objects moved in synchrony without interacting, suggesting that the causal nature of the interaction events may be responsible, in part, to the results obtained. This is one of the few fNIRS studies that has investigated age-related patterns of cortical activation and the first to provide insight into the functional development of networks specialized for processing of social and non-social physical entities engaged in interaction events.
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Affiliation(s)
- Marisa Biondi
- Tobii Pro, College Station, TX, United States.,Department of Psychological & Brain Sciences, Texas A&M University, College Station, TX, United States
| | - Amy Hirshkowitz
- Department of Psychological & Brain Sciences, Texas A&M University, College Station, TX, United States.,Baylor College of Medicine, Houston, TX, United States
| | - Jacqueline Stotler
- Department of Psychology, Florida Atlantic University, Boca Raton, FL, United States
| | - Teresa Wilcox
- Department of Psychological & Brain Sciences, Texas A&M University, College Station, TX, United States.,Department of Psychology, Florida Atlantic University, Boca Raton, FL, United States
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5
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Stavans M, Lin Y, Wu D, Baillargeon R. Catastrophic individuation failures in infancy: A new model and predictions. Psychol Rev 2019; 126:196-225. [PMID: 30550314 PMCID: PMC6600085 DOI: 10.1037/rev0000136] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Comparison of infant findings from the physical-reasoning and object-individuation literatures reveals a contradictory picture. On the one hand, physical-reasoning results indicate that young infants can use featural information to guide their actions on objects and to detect interaction violations (when objects interact in ways that are not physically possible) as well as change violations (when objects spontaneously undergo featural changes that are not physically possible). On the other hand, object-individuation results indicate that young infants typically cannot use featural information to detect individuation violations (when the number of objects revealed at the end of an event is less than the number of objects introduced during the event). In this article, we attempt to reconcile these two bodies of research. In a new model of early individuation, we propose that two systems help infants individuate objects in physical events: the object-file and physical-reasoning systems. Under certain conditions, disagreements between the systems result in catastrophic individuation failures, leading infants to hold no expectation at all about how many objects are present. We report experiments with 9- to 11-month-old infants (N = 216) that tested predictions from the model. After two objects emerged in alternation from behind a screen, infants detected no violation when the screen was lowered to reveal no object. Similarly, after two objects emerged in alternation from inside a box, which was then shaken, infants detected no violation when the box remained silent, as though empty. We end with new directions, suggested by our model, for research on early object representations. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
- Maayan Stavans
- Psychology Department, Bar-Ilan University, Ramat-Gan 5290002, Israel
| | - Yi Lin
- Psychology Department, University of Illinois, Urbana-Champaign, IL 61820, USA
| | - Di Wu
- Psychology Department, Cedarville University, Cedarville, OH 45314, USA
| | - Renée Baillargeon
- Psychology Department, University of Illinois, Urbana-Champaign, IL 61820, USA
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6
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Gao W, Grewen K, Knickmeyer RC, Qiu A, Salzwedel A, Lin W, Gilmore JH. A review on neuroimaging studies of genetic and environmental influences on early brain development. Neuroimage 2019; 185:802-812. [PMID: 29673965 PMCID: PMC6191379 DOI: 10.1016/j.neuroimage.2018.04.032] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2017] [Revised: 04/11/2018] [Accepted: 04/13/2018] [Indexed: 12/11/2022] Open
Abstract
The past decades witnessed a surge of interest in neuroimaging study of normal and abnormal early brain development. Structural and functional studies of normal early brain development revealed massive structural maturation as well as sequential, coordinated, and hierarchical emergence of functional networks during the infancy period, providing a great foundation for the investigation of abnormal early brain development mechanisms. Indeed, studies of altered brain development associated with either genetic or environmental risks emerged and thrived. In this paper, we will review selected studies of genetic and environmental risks that have been relatively more extensively investigated-familial risks, candidate risk genes, and genome-wide association studies (GWAS) on the genetic side; maternal mood disorders and prenatal drug exposures on the environmental side. Emerging studies on environment-gene interactions will also be reviewed. Our goal was not to perform an exhaustive review of all studies in the field but to leverage some representative ones to summarize the current state, point out potential limitations, and elicit discussions on important future directions.
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Affiliation(s)
- Wei Gao
- Biomedical Imaging Research Institute (BIRI), Department of Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, CA, United States; Department of Medicine, University of California, Los Angeles, CA, United States.
| | - Karen Grewen
- Department of Psychiatry, Neurobiology, and Psychology, University of North Carolina Chapel Hill, Chapel Hill, NC, United States
| | - Rebecca C Knickmeyer
- Department of Psychiatry, University of North Carolina at Chapel Hill, N.C, United States
| | - Anqi Qiu
- Department of Biomedical Engineering, National University of Singapore, Singapore
| | - Andrew Salzwedel
- Biomedical Imaging Research Institute (BIRI), Department of Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, CA, United States
| | - Weili Lin
- Department of Radiology and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, NC, United States
| | - John H Gilmore
- Department of Psychiatry, University of North Carolina at Chapel Hill, N.C, United States
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7
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Buss AT, Ross-Sheehy S, Reynolds GD. Visual working memory in early development: a developmental cognitive neuroscience perspective. J Neurophysiol 2018; 120:1472-1483. [PMID: 29897858 DOI: 10.1152/jn.00087.2018] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
In this article, we review the literature on the development of visual working memory (VWM). We focus on two major periods of development, infancy and early childhood. First, we discuss the innovative methods that have been devised to understand how the development of selective attention and perception provide the foundation of VWM abilities. We detail the behavioral and neural data associated with the development of VWM during infancy. Next, we discuss various signatures of development in VWM during early childhood in the context of spatial and featural memory processes. We focus on the developmental transition to more adult-like VWM properties. Finally, we discuss computational frameworks that have explained the complex patterns of behavior observed in VWM tasks from infancy to adulthood and attempt to explain links between measures of infant VWM and childhood VWM.
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Affiliation(s)
- Aaron T Buss
- Department of Psychology, University of Tennessee , Knoxville, Tennessee
| | | | - Greg D Reynolds
- Department of Psychology, University of Tennessee , Knoxville, Tennessee
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8
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Gilmore JH, Knickmeyer RC, Gao W. Imaging structural and functional brain development in early childhood. Nat Rev Neurosci 2018; 19:123-137. [PMID: 29449712 PMCID: PMC5987539 DOI: 10.1038/nrn.2018.1] [Citation(s) in RCA: 542] [Impact Index Per Article: 77.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
In humans, the period from term birth to ∼2 years of age is characterized by rapid and dynamic brain development and plays an important role in cognitive development and risk of disorders such as autism and schizophrenia. Recent imaging studies have begun to delineate the growth trajectories of brain structure and function in the first years after birth and their relationship to cognition and risk of neuropsychiatric disorders. This Review discusses the development of grey and white matter and structural and functional networks, as well as genetic and environmental influences on early-childhood brain development. We also discuss initial evidence regarding the usefulness of early imaging biomarkers for predicting cognitive outcomes and risk of neuropsychiatric disorders.
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Affiliation(s)
- John H Gilmore
- Department of Psychiatry, CB# 7160, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Rebecca C Knickmeyer
- Department of Psychiatry, CB# 7160, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Wei Gao
- Biomedical Imaging Research Institute, Department of Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Department of Medicine, University of California, Los Angeles, CA, USA
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9
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Anderson AA, Smith E, Chowdhry FA, Thurm A, Condy E, Swineford L, Manwaring SS, Amyot F, Matthews D, Gandjbakhche AH. Prefrontal Hemodynamics in Toddlers at Rest: A Pilot Study of Developmental Variability. Front Neurosci 2017; 11:300. [PMID: 28611578 PMCID: PMC5447733 DOI: 10.3389/fnins.2017.00300] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2017] [Accepted: 05/15/2017] [Indexed: 01/24/2023] Open
Abstract
Functional near infrared spectroscopy (fNIRS) is a non-invasive functional neuroimaging modality. Although, it is amenable to use in infants and young children, there is a lack of fNIRS research within the toddler age range. In this study, we used fNIRS to measure cerebral hemodynamics in the prefrontal cortex (PFC) in 18-36 months old toddlers (n = 29) as part of a longitudinal study that enrolled typically-developing toddlers as well as those "at risk" for language and other delays based on presence of early language delays. In these toddlers, we explored two hemodynamic response indices during periods of rest during which time audiovisual children's programming was presented. First, we investigate Lateralization Index, based on differences in oxy-hemoglobin saturation from left and right prefrontal cortex. Then, we measure oxygenation variability (OV) index, based on variability in oxygen saturation at frequencies attributed to cerebral autoregulation. Preliminary findings show that lower cognitive (including language) abilities are associated with fNIRS measures of both lower OV index and more extreme Lateralization index values. These preliminary findings show the feasibility of using fNIRS in toddlers, including those at risk for developmental delay, and lay the groundwork for future studies.
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Affiliation(s)
- Afrouz A Anderson
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of HealthBethesda, MD, United States
| | - Elizabeth Smith
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of HealthBethesda, MD, United States
| | - Fatima A Chowdhry
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of HealthBethesda, MD, United States
| | - Audrey Thurm
- National Institute of Mental Health, National Institutes of HealthBethesda, MD, United States
| | - Emma Condy
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of HealthBethesda, MD, United States
| | - Lauren Swineford
- Department of Speech and Hearing Sciences, Elson S. Floyd College of Medicine, Washington State UniversitySpokane, WA, United States
| | - Stacy S Manwaring
- Communication Science and Disorders, University of UtahSalt Lake City, UT, United States
| | - Franck Amyot
- Center for Neuroscience and Regenerative MedicineRockville, MD, United States.,Department of Neurology, Uniformed Services University of the Health ScienceBethesda, MD, United States
| | - Dennis Matthews
- Department of Neurological Surgery, School of Medicine, University of California, DavisDavis, CA, United States
| | - Amir H Gandjbakhche
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of HealthBethesda, MD, United States
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10
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Kashou NH, Dar IA, Hasenstab KA, Nahhas RW, Jadcherla SR. Somatic stimulation causes frontoparietal cortical changes in neonates: a functional near-infrared spectroscopy study. NEUROPHOTONICS 2017; 4:011004. [PMID: 27570791 PMCID: PMC4981749 DOI: 10.1117/1.nph.4.1.011004] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2016] [Accepted: 05/02/2016] [Indexed: 06/06/2023]
Abstract
Palmar and plantar grasp are the foremost primitive neonatal reflexes and functions. Persistence of these reflexes in infancy is a sign of evolving cerebral palsy. Our aims were to establish measurement feasibility in a clinical setting and to characterize changes in oxyhemoglobin (HbO) and deoxyhemoglobin (HbD) concentration in the bilateral frontoparietal cortex in unsedated neonates at the crib-side using functional near-infrared spectroscopy (fNIRS). We hypothesized that bilateral concentration changes will occur upon somatic central and peripheral somatic stimulation. Thirteen preterm neonates (five males) underwent time 1, and six (two males) returned for time 2 (mean [Formula: see text] and 47.0 weeks, respectively). Signals from a total of 162 somatic stimuli responses were measured. Response amplitude, duration, and latency were log-transformed and compared between palmar, plantar, and oromotor stimuli using linear mixed models, adjusted for cap, electroencephalogram abnormality, time (1 versus 2), and Sarnat score, if necessary. The oromotor stimulus resulted in a 50% greater response than the palmar or plantar stimuli for HbO left and right hemisphere duration ([Formula: see text]). There were no other statistically significant differences between stimuli for any other outcome ([Formula: see text]). Utilizing fNIRS in conjunction with occupational and physical therapy maneuvers is efficacious to study modifiable and restorative neurophysiological mechanisms.
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Affiliation(s)
- Nasser H. Kashou
- Wright State University, Biomedical, Industrial and Human Factors Engineering, 3640 Colonel Glenn Highway, Dayton, Ohio 45435, United States
| | - Irfaan A. Dar
- Wright State University, Biomedical, Industrial and Human Factors Engineering, 3640 Colonel Glenn Highway, Dayton, Ohio 45435, United States
- The Research Institute at Nationwide Children's Hospital, Innovative Research Program in Neonatal and Infant Feeding Disorders, 700 Children's Drive, Columbus, Ohio 43205, United States
| | - Kathryn A. Hasenstab
- The Research Institute at Nationwide Children's Hospital, Innovative Research Program in Neonatal and Infant Feeding Disorders, 700 Children's Drive, Columbus, Ohio 43205, United States
| | - Ramzi W. Nahhas
- Wright State University, Department of Community Health, 3123 Research Boulevard, Kettering, Ohio 45420, United States
- Wright State University, Department of Psychiatry, 3123 Research Boulevard, Kettering, Ohio 45420, United States
| | - Sudarshan R. Jadcherla
- The Research Institute at Nationwide Children's Hospital, Innovative Research Program in Neonatal and Infant Feeding Disorders, 700 Children's Drive, Columbus, Ohio 43205, United States
- The Ohio State University, College of Medicine, Division of Neonatology, Department of Pediatrics, 370 West 9th Avenue, Columbus, Ohio 43210, United States
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11
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Stavans M, Baillargeon R. Four-month-old infants individuate and track simple tools following functional demonstrations. Dev Sci 2016; 21. [DOI: 10.1111/desc.12500] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2015] [Accepted: 08/08/2016] [Indexed: 11/29/2022]
Affiliation(s)
- Maayan Stavans
- Department of Psychology; University of Illinois; Champaign Illinois USA
| | - Renée Baillargeon
- Department of Psychology; University of Illinois; Champaign Illinois USA
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12
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Fitch A, Smith H, Guillory SB, Kaldy Z. Off to a Good Start: The Early Development of the Neural Substrates Underlying Visual Working Memory. Front Syst Neurosci 2016; 10:68. [PMID: 27587999 PMCID: PMC4989029 DOI: 10.3389/fnsys.2016.00068] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2016] [Accepted: 08/02/2016] [Indexed: 12/15/2022] Open
Abstract
Current neuroscientific models describe the functional neural architecture of visual working memory (VWM) as an interaction of the frontal-parietal control network and more posterior areas in the ventral visual stream (Jonides et al., 2008; D'Esposito and Postle, 2015; Eriksson et al., 2015). These models are primarily based on adult neuroimaging studies. However, VWM undergoes significant development in infancy and early childhood, and the goal of this mini-review is to examine how recent findings from neuroscientific studies of early VWM development can be reconciled with this model. We surveyed 29 recent empirical reports that present neuroimaging findings in infants, toddlers, and preschoolers (using EEG, fNIRS, rs-fMRI) and neonatal lesion studies in non-human primates. We conclude that (1) both the frontal-parietal control network and the posterior cortical storage areas are active from early infancy; (2) this system undergoes focalization and some reorganization during early development; (3) and the MTL plays a significant role in this process as well. Motivated by both theoretical and methodological considerations, we offer some recommendations for future directions for the field.
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Affiliation(s)
- Allison Fitch
- Department of Psychology, University of Massachusetts Boston Boston, MA, USA
| | - Hayley Smith
- Department of Psychology, University of Massachusetts Boston Boston, MA, USA
| | - Sylvia B Guillory
- Department of Psychology, University of Massachusetts Boston Boston, MA, USA
| | - Zsuzsa Kaldy
- Department of Psychology, University of Massachusetts Boston Boston, MA, USA
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13
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Nishiyori R. fNIRS: An Emergent Method to Document Functional Cortical Activity during Infant Movements. Front Psychol 2016; 7:533. [PMID: 27148141 PMCID: PMC4837143 DOI: 10.3389/fpsyg.2016.00533] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2015] [Accepted: 03/30/2016] [Indexed: 02/02/2023] Open
Abstract
The neural basis underlying the emergence of goal-directed actions in infants has been severely understudied, with minimal empirical evidence for hypotheses proposed. This was largely due to the technological constraints of traditional neuroimaging techniques. Recently, functional near-infrared spectroscopy (fNIRS) technology has emerged as a tool developmental scientists are finding useful to examine cortical activity, particularly in young children and infants due to its greater tolerance to movements than other neuroimaging techniques. fNIRS provides an opportunity to finally begin to examine the neural underpinnings as infants develop goal-directed actions. In this methodological paper, I will outline the utility, challenges, and outcomes of using fNIRS to measure the changes in cortical activity as infants reach for an object. I will describe the advantages and limitations of the technology, the setup I used to study primary motor cortex activity during infant reaching, and example steps in the analyses processes. I will present exemplar data to illustrate the feasibility of this technique to quantify changes in hemodynamic activity as infants move. The viability of this research method opens the door to expanding studies of the development of neural activity related to goal-directed actions in infants. I encourage others to share details of techniques used, as well, including analyticals, to help this neuroimaging technology grow as others, such as EEG and fMRI have.
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Affiliation(s)
- Ryota Nishiyori
- Developmental Neuromotor Control Lab, School of Kinesiology, University of MichiganAnn Arbor, MI, USA
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14
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Wilcox T, Biondi M. Functional Activation in the Ventral Object Processing Pathway during the First Year. Front Syst Neurosci 2016; 9:180. [PMID: 26778979 PMCID: PMC4700261 DOI: 10.3389/fnsys.2015.00180] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Accepted: 12/07/2015] [Indexed: 11/23/2022] Open
Abstract
Infants' capacity to represent objects in visual working memory changes substantially during the first year of life. There is a growing body of research focused on identifying neural mechanisms that support this emerging capacity, and the extent to which visual object processing elicits different patterns of cortical activation in the infant as compared to the adult. Recent studies have identified areas in temporal and occipital cortex that mediate infants' developing capacity to track objects on the basis of their featural properties. The current research (Experiments 1 and 2) assessed patterns of activation in posterior temporal cortex and occipital cortex using fNIRS in infants 3–13 months of age as they viewed occlusion events. In the occlusion events, either the same object or featurally distinct objects emerged to each side of a screen. The outcome of these studies, combined, revealed that in infants 3–6 months, posterior temporal cortex was activated to all events, regardless of the featural properties of the objects and whether the event involved one object or two (featurally distinct) objects. Infants 7–8 infants months showed a waning posterior temporal response and by 10–13 months this response was negligible. Additional analysis showed that the age groups did not differ in their visual attention to the events and that changes in HbO were better explained by age in days than head circumference. In contrast to posterior temporal cortex, robust activation was obtained in occipital cortex across all ages tested. One interpretation of these results is that they reflect pruning of the visual object-processing network during the first year. The functional contribution of occipital and posterior temporal cortex, along with higher-level temporal areas, to infants' capacity to keep track of distinct entities in visual working memory is discussed.
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Affiliation(s)
- Teresa Wilcox
- Infant Cognition Lab, Department of Psychology, Texas A&M University College Station, TX, USA
| | - Marisa Biondi
- Infant Cognition Lab, Department of Psychology, Texas A&M University College Station, TX, USA
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15
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Balconi M, Molteni E. Past and future of near-infrared spectroscopy in studies of emotion and social neuroscience. JOURNAL OF COGNITIVE PSYCHOLOGY 2015. [DOI: 10.1080/20445911.2015.1102919] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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16
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Wilcox T, Biondi M. Object processing in the infant: lessons from neuroscience. Trends Cogn Sci 2015; 19:406-13. [PMID: 26008625 PMCID: PMC4968402 DOI: 10.1016/j.tics.2015.04.009] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2015] [Revised: 04/21/2015] [Accepted: 04/30/2015] [Indexed: 11/18/2022]
Abstract
Object identification is a fundamental cognitive capacity that forms the basis for complex thought and behavior. The adult cortex is organized into functionally distinct visual object-processing pathways that mediate this ability. Insights into the origin of these pathways have begun to emerge through the use of neuroimaging techniques with infant populations. The outcome of this work supports the view that, from the early days of life, object-processing pathways are organized in a way that resembles that of the adult. At the same time, theoretically important changes in patterns of cortical activation are observed during the first year. These findings lead to a new understanding of the cognitive and neural architecture in infants that supports their emerging object-processing capacities.
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Affiliation(s)
- Teresa Wilcox
- Department of Psychology, Texas A&M University, College Station, TX 77843, USA.
| | - Marisa Biondi
- Department of Psychology, Texas A&M University, College Station, TX 77843, USA
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17
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Caldwell M, Hapuarachchi T, Highton D, Elwell C, Smith M, Tachtsidis I. BrainSignals Revisited: Simplifying a Computational Model of Cerebral Physiology. PLoS One 2015; 10:e0126695. [PMID: 25961297 PMCID: PMC4427507 DOI: 10.1371/journal.pone.0126695] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2014] [Accepted: 04/07/2015] [Indexed: 02/06/2023] Open
Abstract
Multimodal monitoring of brain state is important both for the investigation of healthy cerebral physiology and to inform clinical decision making in conditions of injury and disease. Near-infrared spectroscopy is an instrument modality that allows non-invasive measurement of several physiological variables of clinical interest, notably haemoglobin oxygenation and the redox state of the metabolic enzyme cytochrome c oxidase. Interpreting such measurements requires the integration of multiple signals from different sources to try to understand the physiological states giving rise to them. We have previously published several computational models to assist with such interpretation. Like many models in the realm of Systems Biology, these are complex and dependent on many parameters that can be difficult or impossible to measure precisely. Taking one such model, BrainSignals, as a starting point, we have developed several variant models in which specific regions of complexity are substituted with much simpler linear approximations. We demonstrate that model behaviour can be maintained whilst achieving a significant reduction in complexity, provided that the linearity assumptions hold. The simplified models have been tested for applicability with simulated data and experimental data from healthy adults undergoing a hypercapnia challenge, but relevance to different physiological and pathophysiological conditions will require specific testing. In conditions where the simplified models are applicable, their greater efficiency has potential to allow their use at the bedside to help interpret clinical data in near real-time.
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Affiliation(s)
- Matthew Caldwell
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - Tharindi Hapuarachchi
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK
- Centre for Mathematics and Physics in the Life Sciences and Experimental Biology, University College London, London, UK
| | - David Highton
- Neurocritical Care Unit, University College Hospitals, London, UK
| | - Clare Elwell
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - Martin Smith
- Neurocritical Care Unit, University College Hospitals, London, UK
| | - Ilias Tachtsidis
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK
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18
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Oliveira SRD, Machado ACCDP, Miranda DMD, Campos FDS, Ribeiro CO, Magalhães LDC, Bouzada MCF. [Near-infrared spectroscopy as an auxiliary tool in the study of child development]. REVISTA PAULISTA DE PEDIATRIA 2015; 33:230-40. [PMID: 25862295 PMCID: PMC4516378 DOI: 10.1016/j.rpped.2015.03.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/28/2014] [Accepted: 08/07/2014] [Indexed: 11/15/2022]
Abstract
OBJECTIVE: To investigate the applicability of Near-Infrared Spectroscopy (NIRS) for
cortical hemodynamic assessment tool as an aid in the study of child development.
DATA SOURCE: Search was conducted in the PubMed and Lilacs databases using the following
keywords: ''psychomotor performance/child development/growth and
development/neurodevelopment/spectroscopy/near-infrared'' and their equivalents in
Portuguese and Spanish. The review was performed according to criteria established
by Cochrane and search was limited to 2003 to 2013. English, Portuguese and
Spanish were included in the search. DATA SYNTHESIS: Of the 484 articles, 19 were selected: 17 cross-sectional and two longitudinal
studies, published in non-Brazilian journals. The analyzed articles were grouped
in functional and non-functional studies of child development. Functional studies
addressed the object processing, social skills development, language and cognitive
development. Non-functional studies discussed the relationship between cerebral
oxygen saturation and neurological outcomes, and the comparison between the
cortical hemodynamic response of preterm and term newborns. CONCLUSIONS: NIRS has become an increasingly feasible alternative and a potentially useful
technique for studying functional activity of the infant brain.
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19
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Wilcox T, Biondi M. fNIRS in the developmental sciences. WILEY INTERDISCIPLINARY REVIEWS. COGNITIVE SCIENCE 2015; 6:263-83. [PMID: 26263229 DOI: 10.1002/wcs.1343] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2014] [Revised: 09/18/2014] [Accepted: 01/02/2015] [Indexed: 11/09/2022]
Abstract
With the introduction of functional near-infrared spectroscopy (fNIRS) into the experimental setting, developmental scientists have, for the first time, the capacity to investigate the functional activation of the infant brain in awake, engaged participants. The advantages of fNIRS clearly outweigh the limitations, and a description of how this technology is implemented in infant populations is provided. Most fNIRS research falls into one of three content domains: object processing, processing of biologically and socially relevant information, and language development. Within these domains, there are ongoing debates about the origins and development of human knowledge, making early neuroimaging particularly advantageous. The use of fNIRS has allowed investigators to begin to identify the localization of early object, social, and linguistic knowledge in the immature brain and the ways in which this changes with time and experience. In addition, there is a small but growing body of research that provides insight into the neural mechanisms that support and facilitate learning during the first year of life. At the same time, as with any emerging field, there are limitations to the conclusions that can be drawn on the basis of current findings. We offer suggestions as to how to optimize the use of this technology to answer questions of theoretical and practical importance to developmental scientists.
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Affiliation(s)
- Teresa Wilcox
- Department of Psychology, Texas A&M University, College Station, TX, USA
| | - Marisa Biondi
- Department of Psychology, Texas A&M University, College Station, TX, USA
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20
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Wilcox T, Hawkins LB, Hirshkowitz A, Boas DA. Cortical activation to object shape and speed of motion during the first year. Neuroimage 2014; 99:129-41. [PMID: 24821531 PMCID: PMC4228933 DOI: 10.1016/j.neuroimage.2014.04.082] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2014] [Revised: 04/23/2014] [Accepted: 04/30/2014] [Indexed: 11/22/2022] Open
Abstract
A great deal is known about the functional organization of cortical networks that mediate visual object processing in the adult. The current research is part of a growing effort to identify the functional maturation of these pathways in the developing brain. The current research used near-infrared spectroscopy to investigate functional activation of the infant cortex during the processing of featural information (shape) and spatiotemporal information (speed of motion) during the first year of life. Our investigation focused on two areas that were implicated in previous studies: anterior temporal cortex and posterior parietal cortex. Neuroimaging data were collected with 207 infants across three age groups: 3-6 months (Experiment 1), 7-8 months (Experiment 2), and 10-12 months (Experiments 3 and 4). The neuroimaging data revealed age-related changes in patterns of activation to shape and speed information, mostly involving posterior parietal areas, some of which were predicted and others that were not. We suggest that these changes reflect age-related differences in the perceptual and/or cognitive processes engaged during the task.
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Affiliation(s)
- Teresa Wilcox
- Department of Psychology, Texas A&M University, College Station, TX 77843, USA.
| | - Laura B Hawkins
- Department of Psychology, Texas A&M University, College Station, TX 77843, USA
| | - Amy Hirshkowitz
- Department of Psychology, Texas A&M University, College Station, TX 77843, USA
| | - David A Boas
- Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA
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21
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Wilcox T, Hirshkowitz A, Hawkins L, Boas DA. The effect of color priming on infant brain and behavior. Neuroimage 2013; 85 Pt 1:302-13. [PMID: 24007805 DOI: 10.1016/j.neuroimage.2013.08.045] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2013] [Revised: 08/05/2013] [Accepted: 08/19/2013] [Indexed: 11/28/2022] Open
Abstract
Behavioral studies have identified select experiences that can prime infants to attend to color information as the basis for individuating objects prior to the time they do so spontaneously. For example, viewing pretest events in which the color of an object predicts the function in which it will engage leads 9-month-olds (who typically do not attend to color differences) to demonstrate increased sensitivity to color information in a subsequent individuation task (Wilcox and Chapa, 2004). In contrast, viewing pretest events in which the color of an object predicts distinct object motions, but the motions are not functionally relevant, does not produce color priming. The purpose of the present research was to identify the cortical underpinnings of these behavioral effects. Infants aged 8 and 9 months viewed function or motion pretest events and then their capacity to individuate-by-color was assessed in an object individuation task. Behavioral and neuroimaging data were collected. Two main findings emerged. First, as predicted, the infants who viewed the function but not the motion pretest events showed prolonged looking to the test event, a behavioral indicator of object individuation. In addition, they evidenced increased activation in anterior temporal cortex, thought to be a cortical signature of object individuation. A second and unexpected finding was that viewing either type of pretest events led to increased activation in the posterior temporal cortex, as compared to infants who did not see pretest events, revealing that prior exposure to the motion pretest events does influence infants' processing of the test event, even though it is not evident in the behavioral results. The cognitive processes involved, and the cortical structures that mediate these processes, are discussed.
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Affiliation(s)
- Teresa Wilcox
- Department of Psychology, Texas A&M University, College Station, TX 77843, USA.
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22
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Small-world network properties in prefrontal cortex correlate with predictors of psychopathology risk in young children: a NIRS study. Neuroimage 2013; 85 Pt 1:345-53. [PMID: 23863519 DOI: 10.1016/j.neuroimage.2013.07.022] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2013] [Revised: 07/03/2013] [Accepted: 07/04/2013] [Indexed: 01/26/2023] Open
Abstract
Near infrared spectroscopy (NIRS) is an emerging imaging technique that is relatively inexpensive, portable, and particularly well suited for collecting data in ecological settings. Therefore, it holds promise as a potential neurodiagnostic for young children. We set out to explore whether NIRS could be utilized in assessing the risk of developmental psychopathology in young children. A growing body of work indicates that temperament at young age is associated with vulnerability to psychopathology later on in life. In particular, it has been shown that low effortful control (EC), which includes the focusing and shifting of attention, inhibitory control, perceptual sensitivity, and a low threshold for pleasure, is linked to conditions such as anxiety, depression and attention deficit hyperactivity disorder (ADHD). Physiologically, EC has been linked to a control network spanning among other sites the prefrontal cortex. Several psychopathologies, such as depression and ADHD, have been shown to result in compromised small-world network properties. Therefore we set out to explore the relationship between EC and the small-world properties of PFC using NIRS. NIRS data were collected from 44 toddlers, ages 3-5, while watching naturalistic stimuli (movie clips). Derived complex network measures were then correlated to EC as derived from the Children's Behavior Questionnaire (CBQ). We found that reduced levels of EC were associated with compromised small-world properties of the prefrontal network. Our results suggest that the longitudinal NIRS studies of complex network properties in young children hold promise in furthering our understanding of developmental psychopathology.
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23
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Lee AKC, Larson E, Maddox RK, Shinn-Cunningham BG. Using neuroimaging to understand the cortical mechanisms of auditory selective attention. Hear Res 2013; 307:111-20. [PMID: 23850664 DOI: 10.1016/j.heares.2013.06.010] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2013] [Revised: 06/20/2013] [Accepted: 06/25/2013] [Indexed: 11/30/2022]
Abstract
Over the last four decades, a range of different neuroimaging tools have been used to study human auditory attention, spanning from classic event-related potential studies using electroencephalography to modern multimodal imaging approaches (e.g., combining anatomical information based on magnetic resonance imaging with magneto- and electroencephalography). This review begins by exploring the different strengths and limitations inherent to different neuroimaging methods, and then outlines some common behavioral paradigms that have been adopted to study auditory attention. We argue that in order to design a neuroimaging experiment that produces interpretable, unambiguous results, the experimenter must not only have a deep appreciation of the imaging technique employed, but also a sophisticated understanding of perception and behavior. Only with the proper caveats in mind can one begin to infer how the cortex supports a human in solving the "cocktail party" problem. This article is part of a Special Issue entitled Human Auditory Neuroimaging.
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Affiliation(s)
- Adrian K C Lee
- Institute for Learning and Brain Sciences, University of Washington, WA 98195, USA; Department of Speech & Hearing Sciences, University of Washington, Seattle, WA 98195, USA.
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24
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Roche-Labarbe N, Fenoglio A, Radhakrishnan H, Kocienski-Filip M, Carp SA, Dubb J, Boas DA, Grant PE, Franceschini MA. Somatosensory evoked changes in cerebral oxygen consumption measured non-invasively in premature neonates. Neuroimage 2013; 85 Pt 1:279-86. [PMID: 23370052 DOI: 10.1016/j.neuroimage.2013.01.035] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2012] [Revised: 01/16/2013] [Accepted: 01/22/2013] [Indexed: 12/20/2022] Open
Abstract
The hemodynamic functional response is used as a reliable marker of neuronal activity in countless studies of brain function and cognition. In newborns and infants, however, conflicting results have appeared in the literature concerning the typical response, and there is little information on brain metabolism and functional activation. Measurement of all hemodynamic components and oxygen metabolism is critical for understanding neurovascular coupling in the developing brain. To this end, we combined multiple near infrared spectroscopy techniques to measure oxy- and deoxy-hemoglobin concentrations, cerebral blood volume (CBV), and relative cerebral blood flow (CBF) in the somatosensory cortex of 6 preterm neonates during passive tactile stimulation of the hand. By combining these measures we estimated relative changes in the cerebral metabolic rate of oxygen consumption (rCMRO2). CBF starts increasing immediately after stimulus onset, and returns to baseline before blood volume. This is consistent with the model of pre-capillary arteriole active dilation driving the CBF response, with a subsequent CBV increase influenced by capillaries and veins dilating passively to accommodate the extra blood. rCMRO2 estimated using the steady-state formulation shows a biphasic pattern: an increase immediately after stimulus onset, followed by a post-stimulus undershoot due to blood flow returning faster to baseline than oxygenation. However, assuming a longer mean transit time from the arterial to the venous compartment, due to the immature vascular system of premature infants, reduces the post-stimulus undershoot and increases the flow/consumption ratio to values closer to adult values reported in the literature. We are the first to report changes in local rCBF and rCMRO2 during functional activation in preterm infants. The ability to measure these variables in addition to hemoglobin concentration changes is critical for understanding neurovascular coupling in the developing brain, and for using this coupling as a reliable functional imaging marker in neonates.
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Affiliation(s)
- Nadege Roche-Labarbe
- A.A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; Laboratoire Psychologie des Actions Langagières et Motrices, Université de Caen Basse-Normandie, France.
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