Neonatal Morphometric Similarity Networks Predict Atypical Brain Development Associated with Preterm Birth

Author(s):  
Paola Galdi ◽  
Manuel Blesa ◽  
Gemma Sullivan ◽  
Gillian J. Lamb ◽  
David Q. Stoye ◽  
...  
2021 ◽  
Author(s):  
Emily N W Wheater ◽  
Paola Galdi ◽  
Daniel McCartney ◽  
Manuel Blesa ◽  
Gemma Sullivan ◽  
...  

Preterm birth is associated with dysconnectivity of structural brain networks and is a leading cause of neurocognitive impairment in childhood. Variation in DNA methylation (DNAm) is associated with early exposure to extrauterine life but there has been little research exploring its relationship with brain development. Using genome-wide DNA methylation data from saliva of 258 neonates, we investigated the impact of gestational age on the methylome and performed functional analysis to identify enriched gene sets from probes that contributed to differentially methylated probes (DMPs) or regions (DMRs). We tested the hypothesis that variation in DNAm could underpin the association between preterm birth and atypical brain development by linking DMPs with measures of white matter connectivity derived from diffusion MRI metrics: peak width of skeletonised mean diffusivity (PSMD), fractional anisotropy (PSFA) and neurite density index (PSNDI). Gestational age at birth was associated with widespread differential methylation, with genome-wide significant associations observed for 8,870 CpG probes (p<3.6x10-8) and 1,767 differentially methylated regions. Functional analysis identified 14 enriched gene ontology terms pertaining to cell-cell contacts and cell-extracellular matrix contacts. Principal component analysis of probes with genome-wide significance revealed a first principal component (PC1) that explained 23.5% of variance in DNAm, and this was negatively associated with gestational age at birth. PC1 was associated with PSMD (β=0.349, p=8.37x10-10) and PSNDI (β=0.364, p=4.15x10-5), but not with PSFA (β=-0.035, p=0.510); these relationships mirrored the imaging metrics associations with gestational age at birth. Gestational age at birth has a profound and widely distributed effect on the neonatal saliva methylome. Enriched gene ontology terms related to cell-cell contacts reveal pathways that could mediate the effect of early life environmental exposures on development. Finally, associations between differential DNAm and image markers of white matter tract microstructure suggest that variation in DNAm may provide a link between preterm birth and the dysconnectivity of developing brain networks that characterises atypical brain development in preterm infants.


BMJ Open ◽  
2020 ◽  
Vol 10 (3) ◽  
pp. e035854 ◽  
Author(s):  
James P Boardman ◽  
Jill Hall ◽  
Michael J Thrippleton ◽  
Rebecca M Reynolds ◽  
Debby Bogaert ◽  
...  

IntroductionPreterm birth is closely associated with altered brain development and is a leading cause of neurodevelopmental, cognitive and behavioural impairments across the life course. We aimed to investigate neuroanatomic variation and adverse outcomes associated with preterm birth by studying a cohort of preterm infants and controls born at term using brain MRI linked to biosamples and clinical, environmental and neuropsychological data.Methods and analysisTheirworld Edinburgh Birth Cohort is a prospective longitudinal cohort study at the University of Edinburgh. We plan to recruit 300 infants born at <33 weeks of gestational age (GA) and 100 healthy control infants born after 37 weeks of GA. Multiple domains are assessed: maternal and infant clinical and demographic information; placental histology; immunoregulatory and trophic proteins in umbilical cord and neonatal blood; brain macrostructure and microstructure from structural and diffusion MRI (dMRI); DNA methylation; hypothalamic–pituitary–adrenal axis activity; social cognition, attention and processing speed from eye tracking during infancy and childhood; neurodevelopment; gut and respiratory microbiota; susceptibility to viral infections; and participant experience. Main analyses include creation of novel methods for extracting information from neonatal structural and dMRI, regression analyses of predictors of brain maldevelopment and neurocognitive outcome associated with preterm birth, and determination of the quantitative predictive performance of MRI and other early life factors for childhood outcome.Ethics and disseminationEthical approval has been obtained from the National Research Ethics Service (NRES), South East Scotland Research Ethics Committee (NRES numbers 11/55/0061 and 13/SS/0143 (phase I) and 16/SS/0154 (phase II)), and NHS Lothian Research and Development (2016/0255). Results are disseminated through open access journals, scientific meetings, social media, newsletters anda study website (www.tebc.ed.ac.uk), and we engage with the University of Edinburgh public relations and media office to ensure maximum publicity and benefit.


2015 ◽  
Vol 20 (2) ◽  
pp. 128-137 ◽  
Author(s):  
Sakari Lemola

Very preterm birth has become more frequent during the past decades due to progress in reproductive medicine, more frequent indicated preterm births due to maternal illnesses, and increasing maternal age. Moreover, survival rates of very preterm children have increased due to improved neonatal management. However, very preterm-born children, adolescents, and young adults are at increased risk for poor cognitive function and socio-emotional problems, which is of growing public health concern. Very premature birth has been studied to unravel consequences of a nonoptimal environment during a developmental period which under normal circumstances would be the last trimester of fetal development. For very preterm children, this developmental period partly occurs outside the womb, which leads to major distress for the immature newborn. For the cerebral cortex, the last trimester of pregnancy is a particularly sensitive period during which cortical folding takes place and the volume increases 4fold. During this period, even minor insults may cascade into disturbances of brain development. The most frequent complication after very preterm birth is related to insufficient functioning of the lungs, which may lead to hypoxic-ischemic incidences and damage to nervous tissue. This review presents evidence for long-term sequels of very premature birth regarding neurocognitive, academic, socio-emotional, and mental health development. Then it discusses possible underlying mechanisms including alterations in brain development, programming of the hypothalamic-pituitary-adrenal axis and circadian rhythmicity, as well as affected parent-child interaction patterns in families with very preterm children. Finally, intervention approaches to improve outcomes after very preterm birth are discussed and directions for future research presented.


Author(s):  
Julia M. Stephen ◽  
Isabel Solis ◽  
John F. L. Pinner ◽  
Felicha T. Candelaria-Cook

The use of magnetoencephalography (MEG) to understand alterations in brain development in children has increased rapidly over the past two decades. Investigators have argued that MEG is an ideal neuroimaging tool for children because the technology is quiet and it provides high-density sensor systems. This participant-friendly technology has led to exploration of the use of MEG to identify biomarkers for atypical brain development to facilitate early diagnosis and intervention. Prior studies provide evidence that MEG is sensitive to a number of pediatric clinical disorders demonstrated through significant differences (e.g., latency, amplitude, spectral power) in children with autism spectrum disorder, children born prematurely, and children with fetal alcohol spectrum disorder, to name a few. At the same time, differences in age range, stimulus parameters, and study population characteristics contribute to variability in results across independent laboratories. While the current studies provide strong evidence for the sensitivity of MEG to identify brain abnormalities in children, replication studies are needed to validate biomarkers of atypical brain development to identify children at risk for atypical brain development. Additional studies are also needed to understand the dynamic changes in these brain markers across the age spectrum. Finally, future directions include gaining a broader understanding of typical and atypical brain development to identify neural targets for intervention.


Nutrients ◽  
2019 ◽  
Vol 11 (6) ◽  
pp. 1335 ◽  
Author(s):  
Karina Obelitz-Ryom ◽  
Stine Brandt Bering ◽  
Silja Hvid Overgaard ◽  
Simon Fristed Eskildsen ◽  
Steffen Ringgaard ◽  
...  

Optimal nutrition is important after preterm birth to facilitate normal brain development. Human milk is rich in sialic acid and preterm infants may benefit from supplementing formula with sialyllactose to support neurodevelopment. Using pigs as models, we hypothesized that sialyllactose supplementation improves brain development after preterm birth. Pigs (of either sex) were delivered by cesarean section at 90% gestation and fed a milk diet supplemented with either an oligosaccharide-enriched whey with sialyllactose (n = 20) or lactose (n = 20) for 19 days. Cognitive performance was tested in a spatial T-maze. Brains were collected for ex vivo magnetic resonance imaging (MRI), gene expression, and sialic acid measurements. For reference, term piglets (n = 14) were artificially reared under identical conditions and compared with vaginally born piglets naturally reared by the sow (n = 12). A higher proportion of sialyllactose supplemented preterm pigs reached the T-maze learning criteria relative to control preterm pigs (p < 0.05), and approximated the cognition level of term reference pigs (p < 0.01). Furthermore, supplemented pigs had upregulated genes related to sialic acid metabolism, myelination, and ganglioside biosynthesis in hippocampus. Sialyllactose supplementation did not lead to higher levels of sialic acid in the hippocampus or change MRI endpoints. Contrary, these parameters were strongly influenced by postconceptional age and postnatal rearing conditions. In conclusion, oligosaccharide-enriched whey with sialyllactose improved spatial cognition, with effects on hippocampal genes related to sialic acid metabolism, myelination, and ganglioside biosynthesis in preterm pigs. Dietary sialic acid enrichment may improve brain development in infants.


2014 ◽  
Vol 77 (1-2) ◽  
pp. 148-155 ◽  
Author(s):  
Kristin Keunen ◽  
Ruurd M. van Elburg ◽  
Frank van Bel ◽  
Manon J. N. L. Benders

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