The association between retinal vascular geometry changes and diabetic retinopathy and their role in prediction of progression – an exploratory study
Habib et al. BMC Ophthalmology 2014, 14:89
http://www.biomedcentral.com/1471-2415/14/89
RESEARCH ARTICLE
Open Access
The association between retinal vascular
geometry changes and diabetic retinopathy and
their role in prediction of progression – an
exploratory study
Maged S Habib1*, Bashir Al-Diri2, Andrew Hunter2 and David HW Steel3
Abstract
Background: The study describes the relationship of retinal vascular geometry (RVG) to severity of diabetic
retinopathy (DR), and its predictive role for subsequent development of proliferative diabetic retinopathy (PDR).
Methods: The research project comprises of two stages. Firstly, a comparative study of diabetic patients with
different grades of DR. (No DR: Minimal non-proliferative DR: Severe non-proliferative DR: PDR) (10:10: 12: 19).
Analysed RVG features including vascular widths and branching angles were compared between patient cohorts.
A preliminary statistical model for determination of the retinopathy grade of patients, using these features, is
presented. Secondly, in a longitudinal predictive study, RVG features were analysed for diabetic patients with
progressive DR over 7 years. RVG at baseline was examined to determine risk for subsequent PDR development.
Results: In the comparative study, increased DR severity was associated with gradual vascular dilatation (p = 0.000),
and widening of the bifurcating angle (p = 0.000) with increase in smaller-child-vessel branching angle (p = 0.027).
Type 2 diabetes and increased diabetes duration were associated with increased vascular width (p = <0.05 In the
predictive study, at baseline, reduced small-child vascular width (OR = 0.73 (95% CI 0.58-0.92)), was predictive of
future progression to PDR.
Conclusions: The study findings suggest that RVG alterations can act as novel markers indicative of progression of
DR severity and establishment of PDR. RVG may also have a potential predictive role in determining the risk of
future retinopathy progression.
Keywords: Diabetic retinopathy, Retinal vascular geometry, Retinal vascular analysis, Retinal bifurcations
Background
Diabetic retinopathy (DR) is a leading cause of visual
loss in many developed countries [1,2]. Given that eyes
with severe non proliferative diabetic retinopathy
(NPDR) have a 52% risk of developing PDR within one
year and 60% risk of developing high risk PDR within
5 years [3] there is a need in clinical practice for effective
risk stratification. Structural and functional changes in
the retinal vasculature have been shown in several studies
to be closely related to diabetes and DR [4,5]. Populationbased cohort studies have described various vascular
* Correspondence:
1
Sunderland Eye Infirmary – Queen Alexandra Road, Sunderland SR2 9HP, UK
Full list of author information is available at the end of the article
calibre changes occurring with the development of
diabetes [6], or in diabetics with no retinopathy [7], as
well as with the development of early retinopathy in
type 1 and type 2 diabetics [1,2,8,9], and indeed the
progression of DR [7,10-13]. Some of the retinal vascular
changes were also found to be significantly associated with
progression risk to PDR while controlling for other
baseline risk factors [14].
Changes in the retinal vascular calibre represent only a
sole parameter of the retinal vascular network and do
not convey information regarding the complexity of the
retinal vascular branching pattern. According to Murray
[15], the optimal vascular architecture achieves the most
efficient blood flow transport with minimum energy
© 2014 Habib et al.; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative
Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and
reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain
Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article,
unless otherwise stated.
Habib et al. BMC Ophthalmology 2014, 14:89
http://www.biomedcentral.com/1471-2415/14/89
allowing for maximum vascular diffusion into the surrounding tissues. Alterations in the geometry of the retinal
vascular network may thus reflect a state of vascular dysfunction, and might potentially predict disease development [16-19]. Several features representative of the retinal
microvasculature geometry have been evaluated in association with various systemic conditions [16-18,20-22].
Being non-dimensional, these features are less likely to be
affected by variations in digital image resolution, ocular
magnification or differences in refractive errors. In diabetes, recent studies have explored the role of changes in
retinal vascular geometry (RVG) as risk markers for incident DR in young type 1 diabetics. Sasongko et al. [23]
demonstrated that certain demographic factors such as
age and sex as well as diabetes-related factors such as
type, and the duration of diabetes were associated with
subtle alterations in the RVG parameters including
the branching angles. Moreover, other RVG features
predicted incident retinopathy after a median of 3.8 years
follow up [24].
In this study, we hypothesise that RVG changes are associated with increased severity of DR, and that, alterations
in RVG can act as a novel marker in identifying networks
at risk of future progression to proliferative retinopathy.
We measure RVG at vascular bifurcations and analyse the
relationship of these to progression of DR.
Methods
Study population
The study was designed in two parts. Firstly a comparative observational study to evaluate the associations of
RVG changes in age-matched cohorts of diabetic subjects with different grades of DR. Within this study, the
relationships of certain demographic and clinical risk
factors with RVG changes in the diabetic population
were analyzed. Secondly, a pilot study of longitudinal
data to assess the predictive role of RVG changes for
subsequent development of proliferative retinopathy,
using retrospective data for patients newly presenting
with PDR.
The studies were carried in accordance with the declaration of Helsinki (1989) of the World Medical Association.
The protocols were approved by the local Sunderland
Research Committee (SLREC 1129) and all recruited
subjects gave written informed consent.
Study participants were recruited from patients attending the DR clinic at Sunderland Eye Infirmary and the
local diabetic retinopathy screening programme centre.
Type I or II diabetic patients aged 25 – 65 years, with
different grades of DR and no previous pan retinal laser
photocoagulation treatment were invited to participate in
the study. The retinopathy grade was classified into; clinically non-detectable, minimal non-proliferative, severe
non-proliferative and proliferative diabetic retinopathy.
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Exclusion criteria included refractive error beyond +/−
3 (...truncated)