Dataset Information

Retinal vessel caliber among people with acquired immunodeficiency syndrome: relationships with visual function.

ABSTRACT: To evaluate relationships between retinal vessel caliber and tests of visual function among people with AIDS.Longitudinal, observational cohort study.We evaluated data for participants without ocular opportunistic infections at initial examination (baseline) in the Longitudinal Studies of the Ocular Complications of AIDS (1998-2008). Visual function was evaluated with best-corrected visual acuity, Goldmann perimetry, automated perimetry (Humphrey Field Analyzer), and contrast sensitivity (CS) testing. Semi-automated grading of fundus photographs (1 eye/participant) determined central retinal artery equivalent (CRAE), central retinal vein equivalent (CRVE), and arteriole-to-venule ratio (AVR) at baseline. Multiple linear regression models, using forward selection, sought independent relationships between indices and visual function variables.Included were 1250 participants. Smaller AVR was associated with reduced visual field by Goldmann perimetry (P = .003) and worse mean deviation (P = .02) on automated perimetry and possibly with worse pattern standard deviation (PSD) on automated perimetry (P = .06). There was a weak association between smaller AVR and worse CS (P = .07). Relationships were independent of antiretroviral therapy and level of immunodeficiency (CD4+ T lymphocyte count, human immunodeficiency virus [HIV] RNA blood level). On longitudinal analysis, retinal vascular indices at baseline did not predict changes in visual function.Variation in retinal vascular indices is associated with abnormal visual function in people with AIDS, manifested by visual field loss and possibly by reduced CS. Relationships are consistent with the hypothesis that HIV-related retinal vasculopathy is a contributing factor to vision dysfunction among HIV-infected individuals. Longitudinal studies are needed to determine whether changes in indices predict change in visual function.

SUBMITTER: Kalyani PS

PROVIDER: S-EPMC4859428 | biostudies-literature | 2012 Mar

REPOSITORIES: biostudies-literature

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Retinal vessel caliber among people with acquired immunodeficiency syndrome: relationships with visual function.

Kalyani Partho S PS Fawzi Amani A AA Gangaputra Sapna S van Natta Mark L ML Hubbard Larry D LD Danis Ronald P RP Thorne Jennifer E JE Holland Gary N GN

American journal of ophthalmology 20111022 3

<h4>Purpose</h4>To evaluate relationships between retinal vessel caliber and tests of visual function among people with AIDS.<h4>Design</h4>Longitudinal, observational cohort study.<h4>Methods</h4>We evaluated data for participants without ocular opportunistic infections at initial examination (baseline) in the Longitudinal Studies of the Ocular Complications of AIDS (1998-2008). Visual function was evaluated with best-corrected visual acuity, Goldmann perimetry, automated perimetry (Humphrey Fi ...[more]

PMID: 22019221

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Project description:PurposeTo compare three commonly used retinal vessel caliber measurement software systems, and propose an algorithm for conversion between measurement systems.MethodsWe used 120 retinal photographs to evaluate the agreement between three commonly used software (Retinal Analysis [RA], Integrative Vessel Analysis [IVAN], and Singapore I Vessel Assessment [SIVA]). Bland-Altman plots were used to evaluate agreement of retinal arteriolar (central retinal artery equivalent, CRAE) and venular (central retinal vein equivalent, CRVE) calibers. Pearson's correlation was used to assess the associations between systemic factors and retinal vessel calibers, and Z-test was used to compare the strength of the correlation coefficients across the three software systems. An algorithm was created to convert measurements, with paired t-test performed to evaluate the differences between SIVA-measured retinal calibers and SIVA-approximates converted from RA- and IVAN-measurements using the algorithm.ResultsDifferences between SIVA- and RA-measured calibers (CRAE: mean difference [MD] = -21.8 ?m, 95% limits of agreement [LOA], -47.3 to 3.7 ?m; CRVE: MD = -7.7 ?m, 95% LOA, -28.0 to 12.6 ?m), SIVA- and IVAN-measured calibers (CRAE: MD = -6.7 ?m, 95% LOA, -23.8 to 10.4 ?m; CRVE: MD = -18.2 ?m 95% LOA, -36.7 to 0.4 ?m) were large. However, the strength of correlations between systemic factors with SIVA-measured retinal calibers was not significantly different to that measured using RA and IVAN (P ? 0.332). SIVA-approximates converted from RA and IVAN measurements using the proposed algorithm was not significantly different from SIVA-measured calibers (P ? 0.20).ConclusionAbsolute measurements of retinal vessel calibers vary between three common software systems but associations with systemic factors were similar.Translational relevanceThe proposed algorithm allowed conversions of RA and IVAN measurements to SIVA-approximates. This conversion is important for future data pooling and establishment of normative values for retinal vascular caliber measurements.

Project description:BackgroundChanges in the retinal vessel caliber are associated with a variety of major diseases, namely diabetes, hypertension and atherosclerosis. The clinical assessment of these changes in fundus images is tiresome and prone to errors and thus automatic methods are desirable for objective and precise caliber measurement. However, the variability of blood vessel appearance, image quality and resolution make the development of these tools a non-trivial task.MetholodogyA method for the estimation of vessel caliber in eye fundus images via vessel cross-sectional intensity profile model fitting is herein proposed. First, the vessel centerlines are determined and individual segments are extracted and smoothed by spline approximation. Then, the corresponding cross-sectional intensity profiles are determined, post-processed and ultimately fitted by newly proposed parametric models. These models are based on Difference-of-Gaussians (DoG) curves modified through a multiplying line with varying inclination. With this, the proposed models can describe profile asymmetry, allowing a good adjustment to the most difficult profiles, namely those showing central light reflex. Finally, the parameters of the best-fit model are used to determine the vessel width using ensembles of bagged regression trees with random feature selection.Results and conclusionsThe performance of our approach is evaluated on the REVIEW public dataset by comparing the vessel cross-sectional profile fitting of the proposed modified DoG models with 7 and 8 parameters against a Hermite model with 6 parameters. Results on different goodness of fitness metrics indicate that our models are constantly better at fitting the vessel profiles. Furthermore, our width measurement algorithm achieves a precision close to the observers, outperforming state-of-the art methods, and retrieving the highest precision when evaluated using cross-validation. This high performance supports the robustness of the algorithm and validates its use in retinal vessel width measurement and possible integration in a system for retinal vasculature assessment.

Dataset Information

Retinal vessel caliber among people with acquired immunodeficiency syndrome: relationships with visual function.

Publications

Retinal vessel caliber among people with acquired immunodeficiency syndrome: relationships with visual function.

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