Alexandra F Bonthrone1, Ralica Dimitrova1,2, Andrew Chew1, Christopher J Kelly1, Lucilio Cordero-Grande1,3, Olivia Carney1, Alexia Egloff1, Emer Hughes1, Katy Vecchiato1,2, John Simpson4, Joseph V Hajnal1,5, Kuberan Pushparajah4, Suresh Victor1, Chiara Nosarti1,6, Mary A Rutherford1, A. David Edwards1, Jonathan O’Muircheartaigh1,2, and Serena J Counsell1
1Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom, 2Department for Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom, 3Biomedical Image Technologies, ETSI Telecomunicación, Universidad Politécnica de Madrid and CIBER-BBN, Madrid, Spain, 4Paediatric Cardiology Department, Evelina London Children's Healthcare, London, United Kingdom, 5Biomedical Engineering Department, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom, 6Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
Synopsis
Infants with Congenital Heart
Disease (CHD) are at high risk of neurodevelopmental disorders. We acquired
presurgical neonatal T2-weighted MRI (N=66), cerebral oxygen delivery (CDO2;
N=53), and 22-month cognitive and motor scores (N=44). Atypicality
indices, representing the degree of deviation of a regional brain volume from
the normative neonatal mean for a given gestational age, sex and postnatal age,
were calculated. Reduced CDO2 was indirectly associated with lower
cognitive scores through the mediating effect of negative bilateral caudate and
thalami atypicality indices. The aetiology of cognitive impairments in CHD may
encompass poor CDO2 leading to impaired caudate and thalamus growth.
Introduction
Infants with Congenital
Heart Disease (CHD) are at risk of neurodevelopmental impairments, the origins
of which are currently unclear.1 The aim of this study was to
characterise the relationship between neonatal brain development, cerebral
oxygen delivery and neurodevelopmental outcome in infants with CHD.Methods
Sixty-six infants [39
male, median (range) gestational age at birth = 38.50 (34.86-41.57) weeks; postmenstrual
age at scan median (range) = 39.29 (37.43-42.29) weeks] with serious or
critical CHD underwent brain MRI prior to surgery on a 3T MRI scanner situated
on the neonatal unit at St Thomas’ Hospital, London. T2-weighted images (voxel
size=0.8mm3) were segmented into brain regions using a
neonatal-specific algorithm.2,3 We generated
normative curves of typical volumetric brain development using Gaussian Process
Regression, a Bayesian non-parametric regression technique, implemented in GPy
in Python (https://sheffieldml.github.io/GPy/).
219
healthy infants from the Developing Human Connectome Project (dHCP) imaged with
the same protocol were used to model typical brain development from 37-45
postmenstrual weeks.4 Atypicality indices (Z), representing the
degree of positive or negative deviation of a regional volume from the
normative mean for a given gestational age, sex and postnatal age, were
calculated for each infant with CHD (Figure 1). Extreme
deviations from typical brain development were taken as Z >±2.6
(corresponding to p<0.005). Neonatal cerebral oxygen delivery (CDO2)
was calculated from phase contrast angiography in 53 infants with CHD.5
Cognitive and motor abilities were assessed at 22 months (N=44) using the
Bayley-Scales of Infant and Toddler Development- 3rd Edition. We
assessed the relationship between atypicality indices, CDO2 and
cognitive and motor outcome. We also examined whether CDO2 was
associated with neurodevelopmental outcome through the mediating effect of
regional brain development.6Results
Extreme deviations in
development were identified in 13.6% of infants (N=9) with CHD. The most common
extreme deviation was enlargement of the extracerebral CSF occurring in 7.6% of
babies with CHD. Extreme positive deviations (Z >2.6) were also identified
in the ventricles. Extreme negative deviations (Z <-2.6) were identified in
the brainstem, bilateral caudate nuclei, left thalamus, cerebellum and total
tissue volume.
Negative atypicality
indices in bilateral caudate nuclei and thalami and left lentiform nucleus were
associated with both reduced neonatal CDO2 and poorer cognitive
abilities at 22 months across the sample (Table 1). There was a significant
indirect relationship between CDO2 and cognition through the
mediating effect of lower bilateral caudate and thalami atypicality indices (Figure
2).Discussion
Previous studies of brain
development in this population have assessed differences between infants with
CHD and healthy infants at a group level. Here we have mapped brain development
in individual infants with CHD to robust normative neonatal data using
normative modelling. Using this approach, we identified extreme deviations from
typical brain development in over 13% of infants, the most common being increased
extracerebral CSF volume, as well as increases in the ventricles and reductions
in subcortical structures.
Lower cognitive abilities
in toddlers with CHD were associated with smaller caudate nuclei, thalami and
left lentiform volumes prior to cardiac surgery. Reduced CDO2 was
indirectly associated with poor cognitive outcome in early childhood through
the mediating effect of reduced caudate and thalamus development. Reduced CDO2
is associated with smaller total brain volume in fetuses7 with CHD and
reduced grey matter volume and gyrification are observed in neonates before
cardiac surgery.5 Lower basal ganglia and thalamus volumes
postoperatively have been associated with lower IQ scores at 6 years.8
Neonatal thalamus and caudate volumes have also been implicated in cognitive
abilities in children born prematurely.9,10 Taken together, these
data point to the importance of caudate and thalamic development to early
cognitive outcome and the potential adverse impact of reduced CDO2
in the neonatal period. Infants with CHD
and low subcortical volumes may be at increased risk of impaired cognitive
development.Conclusions
Infants with CHD are at
increased risk of extreme deviations in intracranial development, particularly
in CSF spaces and subcortical structures, compared to healthy controls. The
aetiology of poor cognition in CHD may encompass poor cerebral oxygen delivery
leading to impaired caudate and thalamus growth. Interventions to improve
cerebral oxygen delivery may promote early brain growth and improve cognitive
outcomes in this population.Acknowledgements
This work was supported
by the Medical Research Council UK (MR/L011530/1), the British Heart Foundation
(FS/15/55/31649), and Action Medical Research (GN2630). The normative sample
was collected as part of the Developing Human Connectome Project (dHCP), funded
by the ERC grant agreement no. 319456. This research was supported by core
funding from the Wellcome/EPSRC Centre for Medical Engineering (WT
203148/Z/16/Z), MRC strategic grant (MR/K006355/1), Medical Research Council
Centre grant (MR/N026063/1), and by the National Institute for Health Research
(NIHR) Biomedical Research Centre based at Guy’s and St Thomas’ NHS Foundation
Trust and Kings College London. The views expressed are those of the author(s)
and not necessarily those of the NHS, the NIHR or the Department of Health and
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