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Tang T, Pledts K, Moerkerke M, Van der Donck S, Bollen B, Steyaert J, Alaerts K, Ortibus E, Naulaers G, Boets B. Face Processing in Prematurely Born Individuals-A Systematic Review. Brain Sci 2024; 14:1168. [PMID: 39766368 PMCID: PMC11675004 DOI: 10.3390/brainsci14121168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Revised: 11/06/2024] [Accepted: 11/14/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND/OBJECTIVES Prematurely born individuals are at risk for developing socio-emotional difficulties and psychopathologies such as autism spectrum disorder. Particular difficulties processing social information conveyed by the face may underlie these vulnerabilities. METHODS This comprehensive review provides an overview of 27 studies published between 2000 and mid-2022 concerning face processing in individuals born preterm and/or born with low birth weight across different age ranges, paradigms, and outcome measures. The results were interpreted across different developmental stages. RESULTS Behavioural studies indicated that prematurity is associated with poorer facial identity and expression processing compared to term-born controls, especially for negative emotions. Structural alterations and delayed maturation in key neural face processing structures could explain these findings. Neuroimaging also revealed functional atypicalities, which may either be rooted in the structural alterations or may partly compensate for the delayed maturation. CONCLUSIONS The results suggest that altered face processing may be associated with an increased risk of developing psychopathologies in individuals born prematurely. Future studies should investigate the preterm behavioural phenotype and the potential need for face processing rehabilitation programs.
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Affiliation(s)
- Tiffany Tang
- Center for Developmental Psychiatry, KU Leuven, Herestraat 49 ON5B bus 1029, 3000 Leuven, Belgium (M.M.); (S.V.d.D.); (J.S.); (B.B.)
| | - Kasper Pledts
- Center for Developmental Psychiatry, KU Leuven, Herestraat 49 ON5B bus 1029, 3000 Leuven, Belgium (M.M.); (S.V.d.D.); (J.S.); (B.B.)
| | - Matthijs Moerkerke
- Center for Developmental Psychiatry, KU Leuven, Herestraat 49 ON5B bus 1029, 3000 Leuven, Belgium (M.M.); (S.V.d.D.); (J.S.); (B.B.)
| | - Stephanie Van der Donck
- Center for Developmental Psychiatry, KU Leuven, Herestraat 49 ON5B bus 1029, 3000 Leuven, Belgium (M.M.); (S.V.d.D.); (J.S.); (B.B.)
| | - Bieke Bollen
- Department of Development and Regeneration, UZ Leuven, Herestraat 49, 3000 Leuven, Belgium; (B.B.); (E.O.); (G.N.)
| | - Jean Steyaert
- Center for Developmental Psychiatry, KU Leuven, Herestraat 49 ON5B bus 1029, 3000 Leuven, Belgium (M.M.); (S.V.d.D.); (J.S.); (B.B.)
- Child Psychiatry, UZ Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Kaat Alaerts
- Research Group for Neurorehabilitation, Department of Rehabilitation Sciences, KU Leuven, Tervuursevest 101 Room 02.57, 3001 Leuven, Belgium;
| | - Els Ortibus
- Department of Development and Regeneration, UZ Leuven, Herestraat 49, 3000 Leuven, Belgium; (B.B.); (E.O.); (G.N.)
| | - Gunnar Naulaers
- Department of Development and Regeneration, UZ Leuven, Herestraat 49, 3000 Leuven, Belgium; (B.B.); (E.O.); (G.N.)
| | - Bart Boets
- Center for Developmental Psychiatry, KU Leuven, Herestraat 49 ON5B bus 1029, 3000 Leuven, Belgium (M.M.); (S.V.d.D.); (J.S.); (B.B.)
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Taddei M, Tinelli F, Faccio F, Riva D, Bulgheroni S. Visual pathways functioning in healthy pre-term adolescents: Sex but not gestational age effect. Pediatr Res 2024:10.1038/s41390-024-03513-9. [PMID: 39415036 DOI: 10.1038/s41390-024-03513-9] [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] [Received: 02/20/2024] [Revised: 07/15/2024] [Accepted: 07/29/2024] [Indexed: 10/18/2024]
Abstract
BACKGROUND Visuo-spatial and visuo-perceptual functioning is widely studied in preterm child and is strongly sex-specific. However, little to no data is available regarding male-female differences in preterm children and adolescents and about the interaction effect between sex and preterm birth. METHODS We studied 30 adolescents born preterm with normal cognitive and clinical neurological outcomes and 34 age-matched controls to investigate the interaction between levels of prematurity and sex in predicting the outcome of visual pathways functioning and to explore the relation between psychophysiological perceptive processing and neuropsychological performance. RESULTS In the presence of prematurity, a greater female vulnerability in central visuo-cognitive processing (Form Coherence Task), but not in neuropsychological accuracy (Street Completion Test and Visual Object and Space Perception battery), seems to be more evident. Moreover, the psychophysical threshold is correlated to neuropsychological accuracy only in preterm females and not in males. CONCLUSION These results support the idea that the male vulnerability in cognitive functioning described in prematurity-related developmental conditions is negligible during school age in children-adolescents with normal cognitive and clinical neurological outcomes. IMPACT Visuo-perceptual functioning is widely studied in prematurity. However, few data are available about the interaction effect between sex and preterm birth in predicting visuo-perceptual functioning. We evidenced that in females born preterm with preserved cognitive abilities, the efficiency of the psychophysical visuo-perceptual threshold is reduced, but not related to the neuropsychological performance. Females may implement compensation strategies to achieve good performance regardless of the perceptual threshold. The present study addresses an important gap in literature, suggesting possible sex-specific outcomes in visuo-perceptual ability among preterm children and adolescents with normal intelligence and neurological outcomes.
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Affiliation(s)
- Matilde Taddei
- Pediatric Neuroscience Department Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Francesca Tinelli
- Department of Developmental Neuroscience IRCCS Fondazione Stella Maris, Pisa, Italy
| | - Flavia Faccio
- Pediatric Neuroscience Department Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Daria Riva
- Pediatric Neuroscience Department Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Sara Bulgheroni
- Pediatric Neuroscience Department Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy.
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Mathewson KJ, Beaton EA, Hobbs D, Hall GBC, Schulkin J, Van Lieshout RJ, Saigal S, Schmidt LA. Brain structure and function in the fourth decade of life after extremely low birth weight: An MRI and EEG study. Clin Neurophysiol 2023; 154:85-99. [PMID: 37595482 DOI: 10.1016/j.clinph.2023.06.006] [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: 12/22/2022] [Revised: 04/27/2023] [Accepted: 06/03/2023] [Indexed: 08/20/2023]
Abstract
OBJECTIVE To examine potential long-term effects of extremely low birth weight (ELBW; ≤ 1000 g) on adult brain structure, brain function, and cognitive-behavioral performance. METHODS A subset of survivors from the prospectively-followed McMaster ELBW Cohort (n = 23, MBW = 816 g) and their peers born at normal birth weight (NBW; ≥ 2500 g; n = 14, MBW = 3361 g) provided T1-weighted magnetic resonance imaging (MRI) brain scans, resting electroencephalographic (EEG) recordings, and behavioral responses to a face-processing task in their early thirties. RESULTS Visual discrimination accuracy for human faces, resting EEG alpha power, and long-distance alpha coherence were lower in ELBW survivors than NBW adults, and volumes of white matter hypointensities (WMH) were higher. Across groups, face-processing performance was correlated positively with posterior EEG spectral power and long-distance alpha and theta coherence, and negatively with WMH. The associations between face-processing scores and parietal alpha power and theta coherence were reduced after adjustment for WMH. CONCLUSIONS Electrocortical activity, brain functional connectivity, and higher-order processing ability may be negatively affected by WMH burden, which is greater in adults born extremely preterm. SIGNIFICANCE Decrements in electrocortical activity and behavioral performance in adult ELBW survivors may be partly explained by increased WMH volumes in this vulnerable population.
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Affiliation(s)
- Karen J Mathewson
- Department of Psychology, Neuroscience & Behaviour, McMaster University, Hamilton, ON, Canada.
| | - Elliott A Beaton
- Department of Psychology, University of New Orleans, New Orleans, LA, USA
| | - Diana Hobbs
- Department of Psychology, University of New Orleans, New Orleans, LA, USA; Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Geoffrey B C Hall
- Department of Psychology, Neuroscience & Behaviour, McMaster University, Hamilton, ON, Canada
| | - Jay Schulkin
- Department of Neuroscience, Georgetown University Medical Center, Washington, DC, USA; Department of Obstetrics & Gynecology, University of Washington, Seattle, WA, USA
| | - Ryan J Van Lieshout
- Department of Psychiatry & Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
| | - Saroj Saigal
- Department of Pediatrics, McMaster University, Hamilton, ON, Canada
| | - Louis A Schmidt
- Department of Psychology, Neuroscience & Behaviour, McMaster University, Hamilton, ON, Canada
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Grannis C, Hung A, French RC, Mattson WI, Fu X, Hoskinson KR, Gerry Taylor H, Nelson EE. Multimodal classification of extremely preterm and term adolescents using the fusiform gyrus: A machine learning approach. Neuroimage Clin 2022; 35:103078. [PMID: 35687994 PMCID: PMC9189188 DOI: 10.1016/j.nicl.2022.103078] [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: 12/08/2021] [Revised: 06/02/2022] [Accepted: 06/03/2022] [Indexed: 10/31/2022]
Abstract
OBJECTIVE Extremely preterm birth has been associated with atypical visual and neural processing of faces, as well as differences in gray matter structure in visual processing areas relative to full-term peers. In particular, the right fusiform gyrus, a core visual area involved in face processing, has been shown to have structural and functional differences between preterm and full-term individuals from childhood through early adulthood. The current study used multiple neuroimaging modalities to build a machine learning model based on the right fusiform gyrus to classify extremely preterm birth status. METHOD Extremely preterm adolescents (n = 20) and full-term peers (n = 24) underwent structural and functional magnetic resonance imaging. Group differences in gray matter density, measured via voxel-based morphometry (VBM), and blood-oxygen level-dependent (BOLD) response to face stimuli were explored within the right fusiform. Using group difference clusters as seed regions, analyses investigating outgoing white matter streamlines, regional homogeneity, and functional connectivity during a face processing task and at rest were conducted. A data driven approach was utilized to determine the most discriminative combination of these features within a linear support vector machine classifier. RESULTS Group differences in two partially overlapping clusters emerged: one from the VBM analysis showing less density in the extremely preterm cohort and one from BOLD response to faces showing greater activation in the extremely preterm relative to full-term youth. A classifier fit to the data from the cluster identified in the BOLD analysis achieved an accuracy score of 88.64% when BOLD, gray matter density, regional homogeneity, and functional connectivity during the task and at rest were included. A classifier fit to the data from the cluster identified in the VBM analysis achieved an accuracy score of 95.45% when only BOLD, gray matter density, and regional homogeneity were included. CONCLUSION Consistent with previous findings, we observed neural differences in extremely preterm youth in an area that plays an important role in face processing. Multimodal analyses revealed differences in structure, function, and connectivity that, when taken together, accurately distinguish extremely preterm from full-term born youth. Our findings suggest a compensatory role of the fusiform where less dense gray matter is countered by increased local BOLD signal. Importantly, sub-threshold differences in many modalities within the same region were informative when distinguishing between extremely preterm and full-term youth.
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Affiliation(s)
- Connor Grannis
- Center for Biobehavioral Health, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, OH, United States.
| | - Andy Hung
- Center for Biobehavioral Health, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, OH, United States
| | - Roberto C French
- Center for Biobehavioral Health, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, OH, United States
| | - Whitney I Mattson
- Center for Biobehavioral Health, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, OH, United States
| | - Xiaoxue Fu
- College of Education, University of South Carolina, Columbia, SC, United States
| | - Kristen R Hoskinson
- Center for Biobehavioral Health, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, OH, United States; Department of Pediatrics, Ohio State University Wexner College of Medicine, Columbus, OH, United States
| | - H Gerry Taylor
- Center for Biobehavioral Health, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, OH, United States; Department of Pediatrics, Ohio State University Wexner College of Medicine, Columbus, OH, United States
| | - Eric E Nelson
- Center for Biobehavioral Health, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, OH, United States; Department of Pediatrics, Ohio State University Wexner College of Medicine, Columbus, OH, United States
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Abstract
Extremely preterm birth is associated with increased risk for a spectrum of neurodevelopmental problems. This review describes the nature of cognitive and academic outcomes of extremely preterm survivors across childhood and adolescence. Evidence across meta-analyses and large prospective birth cohorts indicate that early developmental difficulties in children born extremely preterm do not resolve with age and are not improving over time despite advancements in neonatal care. While extremely preterm birth confers increased risk of widespread cognitive difficulties, considerable heterogeneity in outcomes is evident across individuals. There is a continued need for high-quality longitudinal studies to understand the developmental progression of cognitive and academic skills following extremely preterm birth, and greater focus on understanding contributing factors that may help to explain the individual variability in cognitive and academic outcomes of extremely preterm survivors.
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Affiliation(s)
- Leona Pascoe
- Turner Institute for Brain and Mental Health, Monash University, Australia; Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia.
| | - Alice C Burnett
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia; Newborn Research, The Royal Women's Hospital, Melbourne, Australia; Department of Neonatal Medicine, The Royal Children's Hospital, Melbourne, Australia; Department of Paediatrics, University of Melbourne, Melbourne, Australia
| | - Peter J Anderson
- Turner Institute for Brain and Mental Health, Monash University, Australia; Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia
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Abstract
Faces hold a substantial value for effective social interactions and sharing. Covering faces with masks, due to COVID-19 regulations, may lead to difficulties in using social signals, in particular, in individuals with neurodevelopmental conditions. Daily-life social participation of individuals who were born preterm is of immense importance for their quality of life. Here we examined face tuning in individuals (aged 12.79 ± 1.89 years) who were born preterm and exhibited signs of periventricular leukomalacia (PVL), a dominant form of brain injury in preterm birth survivors. For assessing the face sensitivity in this population, we implemented a recently developed experimental tool, a set of Face-n-Food images bordering on the style of Giuseppe Arcimboldo. The key benefit of these images is that single components do not trigger face processing. Although a coarse face schema is thought to be hardwired in the brain, former preterms exhibit substantial shortages in the face tuning not only compared with typically developing controls but also with individuals with autistic spectrum disorders. The lack of correlations between the face sensitivity and other cognitive abilities indicates that these deficits are domain-specific. This underscores impact of preterm birth sequelae for social functioning at large. Comparison of the findings with data in individuals with other neurodevelopmental and neuropsychiatric conditions provides novel insights into the origins of deficient face processing.
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