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Association of the Fractal Dimension of Retinal Arteries and Veins with Quantitative Brain MRI Measures in HIV-Infected and Uninfected Women
OBJECTIVE: The fractal dimension of retinal arteries and veins is a measure of the complexity of the vascular tree. We hypothesized that retinal fractal dimension would be associated with brain volume and white matter integrity in HIV-infected women. DESIGN: Nested case-control within longitudinal c...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4861324/ https://www.ncbi.nlm.nih.gov/pubmed/27158911 http://dx.doi.org/10.1371/journal.pone.0154858 |
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author | Crystal, Howard A. Holman, Susan Lui, Yvonne W. Baird, Alison E. Yu, Hua Klein, Ronald Rojas-Soto, Diana Marcella Gustafson, Deborah R. Stebbins, Glenn T. |
author_facet | Crystal, Howard A. Holman, Susan Lui, Yvonne W. Baird, Alison E. Yu, Hua Klein, Ronald Rojas-Soto, Diana Marcella Gustafson, Deborah R. Stebbins, Glenn T. |
author_sort | Crystal, Howard A. |
collection | PubMed |
description | OBJECTIVE: The fractal dimension of retinal arteries and veins is a measure of the complexity of the vascular tree. We hypothesized that retinal fractal dimension would be associated with brain volume and white matter integrity in HIV-infected women. DESIGN: Nested case-control within longitudinal cohort study. METHODS: Women were recruited from the Brooklyn site of the Women’s Interagency HIV study (WIHS); 34 HIV-infected and 21 HIV-uninfected women with analyzable MRIs and retinal photographs were included. Fractal dimension was determined using the SIVA software program on skeletonized retinal images. The relationship between predictors (retinal vascular measures) and outcomes (quantitative MRI measures) were analyzed with linear regression models. All models included age, intracranial volume, and both arterial and venous fractal dimension. Some models were adjusted for blood pressure, race/ethnicity, and HIV-infection. RESULTS: The women were 45.6 ± 7.3 years of age. Higher arterial dimension was associated with larger cortical volumes, but higher venous dimension was associated with smaller cortical volumes. In fully adjusted models, venous dimension was significantly associated with fractional anisotropy (standardized β = -0.41, p = 0.009) and total gray matter volume (β = -0.24, p = 0.03), and arterial dimension with mean diffusivity (β = -0.33,.p = 0.04) and fractional anisotropy (β = 0.34, p = 0.03). HIV-infection was not associated with any retinal or MRI measure. CONCLUSIONS: Higher venous fractal dimension was associated with smaller cortical volumes and lower fractional anisotropy, whereas higher arterial fractal dimension was associated with the opposite patterns. Longitudinal studies are needed to validate this finding. |
format | Online Article Text |
id | pubmed-4861324 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-48613242016-05-13 Association of the Fractal Dimension of Retinal Arteries and Veins with Quantitative Brain MRI Measures in HIV-Infected and Uninfected Women Crystal, Howard A. Holman, Susan Lui, Yvonne W. Baird, Alison E. Yu, Hua Klein, Ronald Rojas-Soto, Diana Marcella Gustafson, Deborah R. Stebbins, Glenn T. PLoS One Research Article OBJECTIVE: The fractal dimension of retinal arteries and veins is a measure of the complexity of the vascular tree. We hypothesized that retinal fractal dimension would be associated with brain volume and white matter integrity in HIV-infected women. DESIGN: Nested case-control within longitudinal cohort study. METHODS: Women were recruited from the Brooklyn site of the Women’s Interagency HIV study (WIHS); 34 HIV-infected and 21 HIV-uninfected women with analyzable MRIs and retinal photographs were included. Fractal dimension was determined using the SIVA software program on skeletonized retinal images. The relationship between predictors (retinal vascular measures) and outcomes (quantitative MRI measures) were analyzed with linear regression models. All models included age, intracranial volume, and both arterial and venous fractal dimension. Some models were adjusted for blood pressure, race/ethnicity, and HIV-infection. RESULTS: The women were 45.6 ± 7.3 years of age. Higher arterial dimension was associated with larger cortical volumes, but higher venous dimension was associated with smaller cortical volumes. In fully adjusted models, venous dimension was significantly associated with fractional anisotropy (standardized β = -0.41, p = 0.009) and total gray matter volume (β = -0.24, p = 0.03), and arterial dimension with mean diffusivity (β = -0.33,.p = 0.04) and fractional anisotropy (β = 0.34, p = 0.03). HIV-infection was not associated with any retinal or MRI measure. CONCLUSIONS: Higher venous fractal dimension was associated with smaller cortical volumes and lower fractional anisotropy, whereas higher arterial fractal dimension was associated with the opposite patterns. Longitudinal studies are needed to validate this finding. Public Library of Science 2016-05-09 /pmc/articles/PMC4861324/ /pubmed/27158911 http://dx.doi.org/10.1371/journal.pone.0154858 Text en © 2016 Crystal et al http://creativecommons.org/licenses/by/4.0/ 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 author and source are credited. |
spellingShingle | Research Article Crystal, Howard A. Holman, Susan Lui, Yvonne W. Baird, Alison E. Yu, Hua Klein, Ronald Rojas-Soto, Diana Marcella Gustafson, Deborah R. Stebbins, Glenn T. Association of the Fractal Dimension of Retinal Arteries and Veins with Quantitative Brain MRI Measures in HIV-Infected and Uninfected Women |
title | Association of the Fractal Dimension of Retinal Arteries and Veins with Quantitative Brain MRI Measures in HIV-Infected and Uninfected Women |
title_full | Association of the Fractal Dimension of Retinal Arteries and Veins with Quantitative Brain MRI Measures in HIV-Infected and Uninfected Women |
title_fullStr | Association of the Fractal Dimension of Retinal Arteries and Veins with Quantitative Brain MRI Measures in HIV-Infected and Uninfected Women |
title_full_unstemmed | Association of the Fractal Dimension of Retinal Arteries and Veins with Quantitative Brain MRI Measures in HIV-Infected and Uninfected Women |
title_short | Association of the Fractal Dimension of Retinal Arteries and Veins with Quantitative Brain MRI Measures in HIV-Infected and Uninfected Women |
title_sort | association of the fractal dimension of retinal arteries and veins with quantitative brain mri measures in hiv-infected and uninfected women |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4861324/ https://www.ncbi.nlm.nih.gov/pubmed/27158911 http://dx.doi.org/10.1371/journal.pone.0154858 |
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