Fractal analysis of retinal vessels suggests that a distinct vasculopathy causes lacunar stroke

F. N. Doubal, T. J. MacGillivray, N. Patton, B. Dhillon, M. S. Dennis, J. M. Wardlaw

    Research output: Contribution to journalArticle

    Abstract

    Objectives: Lacunar strokes account for 25% of all ischemic strokes and may represent the cerebral manifestation of a systemic small vessel vasculopathy of unknown etiology. Altered retinal vessel fractal dimensions may act as a surrogate marker for diseased cerebral vessels. We used a cross-sectional study to investigate fractal properties of retinal vessels in lacunar stroke.

    Methods: We recruited patients presenting with lacunar stroke and patients with minor cortical stroke as controls. All patients were examined by a stroke expert and had MRI at presentation. Digital retinal photographs were taken of both eyes. Monofractal and multifractal analyses were performed with custom-written semiautomated software.

    Results: We recruited 183 patients. Seventeen were excluded owing to poor photographic quality, leaving 166 patients (86 with lacunar and 80 with cortical stroke). The mean age was 67.3 years (SD 11.5 years). The patients with lacunar stroke were younger but the prevalence of diabetes, hypertension, and white matter hyperintensities did not differ between the groups. The mean Dbox (monofractal dimension) was 1.42 (SD 0.02), the mean D0 (multifractal dimension) 1.67 (SD 0.03). With multivariate analysis, decreased Dbox and D0 (both representing decreased branching complexity) were associated with increasing age and lacunar stroke subtype after correcting for hypertension, diabetes, stroke severity, and white matter hyperintensity scores.

    Conclusions: Lacunar stroke subtype and increasing age are associated with decreased fractal dimensions, suggesting a loss of branching complexity. Further studies should concentrate on longitudinal associations with other manifestations of cerebral small vessel disease. 

    Original languageEnglish
    Pages (from-to)1102-1107
    Number of pages6
    JournalNeurology
    Volume74
    Issue number14
    DOIs
    Publication statusPublished - 6 Apr 2010

    Cite this

    Doubal, F. N., MacGillivray, T. J., Patton, N., Dhillon, B., Dennis, M. S., & Wardlaw, J. M. (2010). Fractal analysis of retinal vessels suggests that a distinct vasculopathy causes lacunar stroke. Neurology, 74(14), 1102-1107. https://doi.org/10.1212/WNL.0b013e3181d7d8b4
    Doubal, F. N. ; MacGillivray, T. J. ; Patton, N. ; Dhillon, B. ; Dennis, M. S. ; Wardlaw, J. M. / Fractal analysis of retinal vessels suggests that a distinct vasculopathy causes lacunar stroke. In: Neurology. 2010 ; Vol. 74, No. 14. pp. 1102-1107.
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    abstract = "Objectives: Lacunar strokes account for 25{\%} of all ischemic strokes and may represent the cerebral manifestation of a systemic small vessel vasculopathy of unknown etiology. Altered retinal vessel fractal dimensions may act as a surrogate marker for diseased cerebral vessels. We used a cross-sectional study to investigate fractal properties of retinal vessels in lacunar stroke. Methods: We recruited patients presenting with lacunar stroke and patients with minor cortical stroke as controls. All patients were examined by a stroke expert and had MRI at presentation. Digital retinal photographs were taken of both eyes. Monofractal and multifractal analyses were performed with custom-written semiautomated software. Results: We recruited 183 patients. Seventeen were excluded owing to poor photographic quality, leaving 166 patients (86 with lacunar and 80 with cortical stroke). The mean age was 67.3 years (SD 11.5 years). The patients with lacunar stroke were younger but the prevalence of diabetes, hypertension, and white matter hyperintensities did not differ between the groups. The mean Dbox (monofractal dimension) was 1.42 (SD 0.02), the mean D0 (multifractal dimension) 1.67 (SD 0.03). With multivariate analysis, decreased Dbox and D0 (both representing decreased branching complexity) were associated with increasing age and lacunar stroke subtype after correcting for hypertension, diabetes, stroke severity, and white matter hyperintensity scores. Conclusions: Lacunar stroke subtype and increasing age are associated with decreased fractal dimensions, suggesting a loss of branching complexity. Further studies should concentrate on longitudinal associations with other manifestations of cerebral small vessel disease. ",
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    Doubal, FN, MacGillivray, TJ, Patton, N, Dhillon, B, Dennis, MS & Wardlaw, JM 2010, 'Fractal analysis of retinal vessels suggests that a distinct vasculopathy causes lacunar stroke', Neurology, vol. 74, no. 14, pp. 1102-1107. https://doi.org/10.1212/WNL.0b013e3181d7d8b4

    Fractal analysis of retinal vessels suggests that a distinct vasculopathy causes lacunar stroke. / Doubal, F. N.; MacGillivray, T. J.; Patton, N.; Dhillon, B.; Dennis, M. S.; Wardlaw, J. M.

    In: Neurology, Vol. 74, No. 14, 06.04.2010, p. 1102-1107.

    Research output: Contribution to journalArticle

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    AU - Doubal, F. N.

    AU - MacGillivray, T. J.

    AU - Patton, N.

    AU - Dhillon, B.

    AU - Dennis, M. S.

    AU - Wardlaw, J. M.

    PY - 2010/4/6

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    N2 - Objectives: Lacunar strokes account for 25% of all ischemic strokes and may represent the cerebral manifestation of a systemic small vessel vasculopathy of unknown etiology. Altered retinal vessel fractal dimensions may act as a surrogate marker for diseased cerebral vessels. We used a cross-sectional study to investigate fractal properties of retinal vessels in lacunar stroke. Methods: We recruited patients presenting with lacunar stroke and patients with minor cortical stroke as controls. All patients were examined by a stroke expert and had MRI at presentation. Digital retinal photographs were taken of both eyes. Monofractal and multifractal analyses were performed with custom-written semiautomated software. Results: We recruited 183 patients. Seventeen were excluded owing to poor photographic quality, leaving 166 patients (86 with lacunar and 80 with cortical stroke). The mean age was 67.3 years (SD 11.5 years). The patients with lacunar stroke were younger but the prevalence of diabetes, hypertension, and white matter hyperintensities did not differ between the groups. The mean Dbox (monofractal dimension) was 1.42 (SD 0.02), the mean D0 (multifractal dimension) 1.67 (SD 0.03). With multivariate analysis, decreased Dbox and D0 (both representing decreased branching complexity) were associated with increasing age and lacunar stroke subtype after correcting for hypertension, diabetes, stroke severity, and white matter hyperintensity scores. Conclusions: Lacunar stroke subtype and increasing age are associated with decreased fractal dimensions, suggesting a loss of branching complexity. Further studies should concentrate on longitudinal associations with other manifestations of cerebral small vessel disease. 

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    Doubal FN, MacGillivray TJ, Patton N, Dhillon B, Dennis MS, Wardlaw JM. Fractal analysis of retinal vessels suggests that a distinct vasculopathy causes lacunar stroke. Neurology. 2010 Apr 6;74(14):1102-1107. https://doi.org/10.1212/WNL.0b013e3181d7d8b4