Genetic analysis of retinal traits
dc.contributor.advisor
Wilson, James
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dc.contributor.advisor
MacGillivray, Thomas
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dc.contributor.author
Kirin, Mirna
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dc.contributor.sponsor
Medical Research Council (MRC)
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dc.contributor.sponsor
University of Edinburgh,
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dc.contributor.sponsor
Overseas Research Students Awards Scheme
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dc.date.accessioned
2014-10-27T14:38:12Z
dc.date.available
2014-10-27T14:38:12Z
dc.date.issued
2014-07-05
dc.description.abstract
Retina is a unique site in the human body where the microcirculation can be imaged
directly and non-invasively, allowing us to study in vivo the structure and pathology of
the human microcirculation. Retinal images can be quantitatively assessed with
computerized imaging techniques, enabling us to measure several different quantitative
traits derived from the retinal vasculature. Arterial and venular calibres are the most
extensively studied traits of the retinal microvasculature and numerous epidemiological
studies demonstrated promising associations with systemic and ocular diseases as well
as with disease markers. However, there has been a lack of research into
pathophysiological processes leading to retinal vascular signs, and how they link retinal
microcirculation with coronary and cerebral microvasculature change. Information about
genetic determinants underlying retinal vascular structure is therefore important for
understanding the processes leading to microvascular pathophysiology. Two genome
wide association studies have been published so far revealing four loci associated with
retinal venular calibre and one locus with arteriolar calibre. Here the results from the
genome-wide association analysis of 10 different retinal vessel traits in two population
based cohorts are presented. Retinal images were measured in non-mydriatic fundus
images from 808 subjects in the Orkney Complex Disease Study (ORCADES) and 390
subjects from the Croatian island of Korcula, using the semi-automated retinal
vasculature measurement programme SIVA and VAMPIRE. Using pairwise estimates of
kinship based on genomic sharing, heritability was calculated for each trait. Estimates of
tortuosity measure and fractal dimensions present first published reports of heritability
estimates for those traits. In addition correlation analysis with systemic risk factor was
also completed, confirming already published results as well as revealing some new
associations. A genome wide association analysis of retinal arteriolar width revealed a
genome wide significant hit (1.8x10-7) in a region of chromosome 2q32 (within TTN
gene). Replication was sought in a further independent Scottish population (LBC) and
additional 400 retinal images were graded. The result did not replicate, however the
direction of the effect was consistent and a larger sample size is required. Analysis of the
remaining traits did not yield genome wide significant result,s and will also require
larger sample sizes.
Genetic analysis of a binary retinal trait was also explored in a case control study of
retinal detachment, which is an important cause of vision loss. A two-stage genetic
association discovery phase followed by a replication phase in a combined total of 2,833
RRD cases and 7,871 controls was carried out. None of the SNPs tested in the discovery
phase reached the threshold for association. Further testing was carried out in
independent case-control series from London (846 cases) and Croatia (120 cases). The
combined meta-analysis identified one association reaching genome-wide significance
for rs267738 (OR=1.29, p=2.11x10-8), a missense coding SNP and eQTL for CERS2
encoding the protein ceramide synthase 2. Additional genetic risk score, pathway
analysis and genetic liability analysis were also carried out.
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dc.identifier.uri
http://hdl.handle.net/1842/9619
dc.language.iso
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dc.publisher
The University of Edinburgh
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dc.relation.hasversion
Kirin, M., Chandra, A., Charteris, D.G., Hayward, C., Campbell, S., Celap, I., Bencic, G., Vatavuk, Z., Kirac, I., Richards, A.J., Tenesa, A., Snead, M.P., Fleck, B.W., Singh, J., Harsum, S., Maclaren, R.E., den Hollander, A.I., Dunlop, M.G., Hoyng, C.B., Wright, A.F., Campbell, H., Vitart, V., Mitry, D. (2013). Genome-wide association study identifies genetic risk underlying primary rhegmatogenous retinal detachment. Hum Mol Genet 22, 3174-3185.
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dc.subject
retina
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dc.subject
microcirculation
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dc.subject
retinal vasculature
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dc.subject
microvascular pathophysiology
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dc.subject
retinal detachment
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dc.subject
heritability
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dc.subject
risk factor
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dc.title
Genetic analysis of retinal traits
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dc.type
Thesis or Dissertation
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dc.type.qualificationlevel
Doctoral
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dc.type.qualificationname
PhD Doctor of Philosophy
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