TY - JOUR
T1 - Connections between spatially distant primary language regions strengthen with age during infancy, as revealed by resting-state fNIRS
AU - Paranawithana, Ishara
AU - Mao, Darren
AU - McKay, Colette M.
AU - Wong, Yan T.
N1 - Funding Information:
Ishara Paranawithana is supported by an Australian Government Research Training Program (RTP) Scholarship. The project was funded by grants from the National Health and Medical Research Council of Australia (GNT1154233), the Medical Research Future Fund (BioMedTech Horizons Program) through the Australian Government and the Victorian Medical Research Acceleration Fund. The Bionics Institute acknowledges the support it receives from the Victorian Government through its Operational Infrastructure Support Program. The authors would like to thank the clinical team of Human Hearing Research Group at the Bionics Institute for their help in participant recruitment and data collection.
Publisher Copyright:
© 2023 The Author(s). Published by IOP Publishing Ltd.
PY - 2023/2/24
Y1 - 2023/2/24
N2 - Objective. Hearing is an important sensory function that plays a key role in how children learn to speak and develop language skills. Although previous neuroimaging studies have established that much of brain network maturation happens in early childhood, our understanding of the developmental trajectory of language areas is still very limited. We hypothesized that typical development trajectory of language areas in early childhood could be established by analyzing the changes of functional connectivity in normal hearing infants at different ages using functional near-infrared spectroscopy. Approach. Resting-state data were recorded from two bilateral temporal and prefrontal regions associated with language processing by measuring the relative changes of oxy-hemoglobin (HbO) and deoxy-hemoglobin (HbR) concentrations. Connectivity was calculated using magnitude-squared coherence of channel pairs located in (a) inter-hemispheric homologous and (b) intra-hemispheric brain regions to assess connectivity between homologous regions across hemispheres and two regions of interest in the same hemisphere, respectively. Main results. A linear regression model fitted to the age vs coherence of inter-hemispheric homologous test group revealed a significant coefficient of determination for both HbO (R 2 = 0.216, p = 0.0169) and HbR (R 2 = 0.206, p = 0.0198). A significant coefficient of determination was also found for intra-hemispheric test group for HbO (R 2 = 0.237, p = 0.0117) but not for HbR (R 2 = 0.111, p = 0.0956). Significance. The findings from HbO data suggest that both inter-hemispheric homologous and intra-hemispheric connectivity between primary language regions significantly strengthen with age in the first year of life. Mapping out the developmental trajectory of primary language areas of normal hearing infants as measured by functional connectivity could potentially allow us to better understand the altered connectivity and its effects on language delays in infants with hearing impairments.
AB - Objective. Hearing is an important sensory function that plays a key role in how children learn to speak and develop language skills. Although previous neuroimaging studies have established that much of brain network maturation happens in early childhood, our understanding of the developmental trajectory of language areas is still very limited. We hypothesized that typical development trajectory of language areas in early childhood could be established by analyzing the changes of functional connectivity in normal hearing infants at different ages using functional near-infrared spectroscopy. Approach. Resting-state data were recorded from two bilateral temporal and prefrontal regions associated with language processing by measuring the relative changes of oxy-hemoglobin (HbO) and deoxy-hemoglobin (HbR) concentrations. Connectivity was calculated using magnitude-squared coherence of channel pairs located in (a) inter-hemispheric homologous and (b) intra-hemispheric brain regions to assess connectivity between homologous regions across hemispheres and two regions of interest in the same hemisphere, respectively. Main results. A linear regression model fitted to the age vs coherence of inter-hemispheric homologous test group revealed a significant coefficient of determination for both HbO (R 2 = 0.216, p = 0.0169) and HbR (R 2 = 0.206, p = 0.0198). A significant coefficient of determination was also found for intra-hemispheric test group for HbO (R 2 = 0.237, p = 0.0117) but not for HbR (R 2 = 0.111, p = 0.0956). Significance. The findings from HbO data suggest that both inter-hemispheric homologous and intra-hemispheric connectivity between primary language regions significantly strengthen with age in the first year of life. Mapping out the developmental trajectory of primary language areas of normal hearing infants as measured by functional connectivity could potentially allow us to better understand the altered connectivity and its effects on language delays in infants with hearing impairments.
KW - developmental trajectory
KW - functional near-infrared spectroscopy (fNIRS)
KW - infant brain development
KW - language networks
KW - magnitude-squared coherence
KW - resting-state functional connectivity
UR - http://www.scopus.com/inward/record.url?scp=85148773261&partnerID=8YFLogxK
U2 - 10.1088/1741-2552/acbb2d
DO - 10.1088/1741-2552/acbb2d
M3 - Article
C2 - 36763991
AN - SCOPUS:85148773261
SN - 1741-2560
VL - 20
JO - Journal of Neural Engineering
JF - Journal of Neural Engineering
IS - 1
M1 - 016053
ER -