dc.contributor.advisor | Boardman, James | |
dc.contributor.advisor | Bastin, Mark | |
dc.contributor.advisor | Cox, Simon | |
dc.contributor.author | Wheater, Emily Nicola Wynne | |
dc.date.accessioned | 2022-01-12T11:03:38Z | |
dc.date.available | 2022-01-12T11:03:38Z | |
dc.date.issued | 2021-12-07 | |
dc.identifier.uri | https://hdl.handle.net/1842/38401 | |
dc.identifier.uri | http://dx.doi.org/10.7488/era/1666 | |
dc.description.abstract | Early life environmental stress, indexed by perinatal factors such as birth
weight and gestational age, is associated with differences in brain structure
and connectivity in early life, as well as being associated with a range of
neurodevelopmental, psychiatric and cognitive outcomes, from childhood and
into adulthood. While studies have investigated how these early life factor
influence brain structure in early life, few have investigated this in older age.
The molecular underpinnings of these relationships are not well understood.
DNA methylation is an epigenetic mechanism that regulates gene
expression; it is developmentally dynamic and responsive to environmental
factors, making it a promising candidate for providing mechanistic insight into
how early life stressors exert their effects. The aims of this thesis are as
follows: to better characterise the associations between birth weight and
brain structure and connectivity in later-life; to evaluate the evidence that
DNAm is implicated in brain structure and function; to investigate the impact
of gestational age at birth on the neonatal methylome and its association with
brain connectivity.
In the first study, I investigated the associations between variation in normal
birth weight and measures of brain structure and connectivity in participants
aged 73 years from the Lothian Birth Cohort 1936. Larger birth weight was
associated with larger brain volume, and with regional cortical surface area,
but not with white matter microstructure. This relationship between birth
weight and brain size did not appear to be related to the degree of atrophy
that had taken place. Early life growth is likely to be associated with brain
tissue reserve, in evidence in later life.
In the second study, I conducted a systematic review to evaluate the
evidence linking DNA methylation to brain structure and function across the
life-course. Sixty studies, encompassing both health and disease contexts,
were identified. Together, these studies indicated that differential DNAm is
associated with brain structure and function for 8 categories of disease
across the life course, although uncertainties remain. Modest consistency
between DNAm and neuroimaging features precluded the possibility of
quantitative synthesis. I identified potential sources of bias in existing
literature, enabling the development of guidelines that could reduce
methodological heterogeneity in imaging-DNAm studies.
Finally, I identified a DNAm signature of gestational age in neonatal saliva
samples and tested its association with brain white matter microstructure.
Participants were neonates, born preterm or term, recruited to the Theirworld
Edinburgh Birth Cohort. There was widespread differential methylation
associated with gestational age at birth, at term equivalent age. Several
genes were identified that have previously been implicated in association
with gestational age in cord blood, and with disorders known to contribute to
the aetiology of preterm birth, such as pre-eclampsia. An epigenome-wide
variable of the DNAm signature was associated with white matter
microstructure, suggesting that DNAm contributes to white matter
dysconnectivity in the neonatal period.
This thesis provides evidence that early life exerts an effect on brain structure
into later life, that DNAm and MRI neuroimaging are associated across the
life-course and in a range of health and disease contexts, and that DNAm is
profoundly altered in association with variation in gestational age and that
this may contribute to white matter connectivity in the neonatal period. | en |
dc.contributor.sponsor | Wellcome Trust | en |
dc.language.iso | en | en |
dc.publisher | The University of Edinburgh | en |
dc.relation.hasversion | Caitlin Davies, Olivia K L Hamilton, Monique Hooley, Tuula E Ritakari, Anna J Stevenson, Emily N W Wheater, Translational neuroscience: the state of the nation (a PhD student perspective), Brain Communications, Volume 2, Issue 1, 2020, fcaa038, https://doi.org/10.1093/braincomms/fcaa038 | en |
dc.relation.hasversion | Wheater, E., Mair, G., Sudlow, C. et al. A validated natural language processing algorithm for brain imaging phenotypes from radiology reports in UK electronic health records. BMC Med Inform Decis Mak 19, 184 (2019). https://doi.org/10.1186/s12911-019-0908-7 | en |
dc.relation.hasversion | Blesa M, Galdi P, Sullivan G, Wheater EN, Stoye DQ, Lamb GJ, Quigley AJ, Thrippleton MJ, Bastin ME and Boardman JP (2020) Peak Width of Skeletonized Water Diffusion MRI in the Neonatal Brain. Front. Neurol. 11:235. doi: 10.3389/fneur.2020.00235 | en |
dc.relation.hasversion | Emily N.W. Wheater, D.Q. Stoye, S.R. Cox, J.M. Wardlaw, A.J. Drake, M.E. Bastin, J.P. Boardman (2020) DNA methylation and brain structure and function across the life course: a systematic review Neurosci. Biobehav. Rev., 113, pp. 133-156, 10.1016/j.neubiorev.2020.03.007 | en |
dc.relation.hasversion | Emily N.W. Wheater, Susan D. Shenkin, Susana Muñoz Maniega, Maria Valdés Hernández, Joanna M. Wardlaw, Ian J. Deary, Mark E. Bastin, James P. Boardman, Simon R. Cox. Birth weight is associated with brain tissue volumes seven decades later, but not with age-associated changes to brain structure bioRxiv 2020.08.27.270033; doi: 10.1101/2020.08.27.270033 Revisions have been submitted to NeuroImage: Clinical | en |
dc.subject | birth weight | en |
dc.subject | DNA methylation | en |
dc.subject | brain structure | en |
dc.subject | neonatal saliva | en |
dc.subject | early life stressor | en |
dc.title | Investigation into DNAm and brain structural and connectomic covariance: a life course approach | en |
dc.type | Thesis or Dissertation | en |
dc.type.qualificationlevel | Doctoral | en |
dc.type.qualificationname | PhD Doctor of Philosophy | en |