Advertisement
Original Article| Volume 23, ISSUE 1, P43-50, January 2014

Retinal Vascular Fractal Dimension Is Associated with Cognitive Dysfunction

  • Carol Yim-lui Cheung
    Correspondence
    Address correspondence to Dr Carol Yim-lui Cheung, Singapore Eye Research Institute, 11 Third Hospital Avenue, Singapore 168751.
    Affiliations
    Singapore Eye Research Institute, Singapore National Eye Center, Singapore

    Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore

    Centre for Quantitative Medicine, Duke–National University of Singapore Graduate Medical School, Singapore
    Search for articles by this author
  • ShinYeu Ong
    Affiliations
    Singapore Eye Research Institute, Singapore National Eye Center, Singapore

    Centre for Quantitative Medicine, Duke–National University of Singapore Graduate Medical School, Singapore
    Search for articles by this author
  • M. Kamran Ikram
    Affiliations
    Singapore Eye Research Institute, Singapore National Eye Center, Singapore

    Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore

    Centre for Quantitative Medicine, Duke–National University of Singapore Graduate Medical School, Singapore

    Department of Epidemiology and Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
    Search for articles by this author
  • Yi Ting Ong
    Affiliations
    Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore

    NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore, Singapore
    Search for articles by this author
  • Christopher P. Chen
    Affiliations
    Department of Pharmacology, National University of Singapore, Singapore
    Search for articles by this author
  • N. Venketasubramanian
    Affiliations
    Division of Neurology, University Medicine Cluster, National University of Singapore, Singapore
    Search for articles by this author
  • Tien Yin Wong
    Affiliations
    Singapore Eye Research Institute, Singapore National Eye Center, Singapore

    Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore

    Centre for Eye Research Australia, University of Melbourne, Melbourne, Australia
    Search for articles by this author
      Fractal analysis is a method used to quantify the geometric branching complexity and density of retinal vessels. This study examined the relationship of retinal vascular fractal dimension and other retinal vascular parameters with cognitive dysfunction in an older Asian population. Subjects aged 60 years and older from the Singapore Malay Eye Study were selected for analysis. Retinal vascular fractal dimension (Df) and other quantitative retinal vascular parameters (branching angle, tortuosity, and caliber) were measured based on a standardized grading protocol from photographs of the retinal fundus using a computer-assisted program. Qualitative retinal signs were also assessed from photographs. Cognitive dysfunction was defined as a locally validated Abbreviated Mental Test (AMT) score ≤6/10 in participants with 0-6 years of formal education and an AMT score ≤8/10 in those with more than 6 years of formal education. Cognitive dysfunction was identified in 262 of the 1202 participants (21.8%). Decreased retinal vascular Df was significantly associated with lower AMT score (P = .019). In multivariate logistic regression analysis, participants with lower retinal vascular Df values were more likely to have cognitive dysfunction (odds ratio, 1.71; 95% confidence interval, 1.03-2.82, comparing the lowest and highest Df quintiles). In subgroup analysis stratified for cardiovascular risk factors, this association was present in participants with hypertension and current smokers. Other retinal vascular signs were not associated with cognitive dysfunction. Decreased retinal vascular Df is associated with cognitive dysfunction in older persons. Rarefaction of the retinal vasculature may reflect similar changes in the cerebral microvasculature that may contribute to cognitive deterioration.

      Key Words

      To read this article in full you will need to make a payment

      Purchase one-time access:

      Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online access
      One-time access price info
      • For academic or personal research use, select 'Academic and Personal'
      • For corporate R&D use, select 'Corporate R&D Professionals'

      Subscribe:

      Subscribe to Journal of Stroke and Cerebrovascular Diseases
      Already a print subscriber? Claim online access
      Already an online subscriber? Sign in
      Institutional Access: Sign in to ScienceDirect

      References

        • Fotuhi M.
        • Hachinski V.
        • Whitehouse P.J.
        Changing perspectives regarding late-life dementia.
        Nat Rev Neurol. 2009; 5: 649-658
        • Weiner M.W.
        • Aisen P.S.
        • Jack Jr., C.R.
        • et al.
        The Alzheimer's Disease Neuroimaging Initiative: Progress report and future plans.
        Alzheimers Dement. 2010; 6: 202-211
        • Knopman D.S.
        Cerebrovascular disease and dementia.
        Br J Radiol. 2007; 80: S121-S127
        • Wong T.Y.
        • Klein R.
        • Klein B.E.
        • et al.
        Retinal microvascular abnormalities and their relationship with hypertension, cardiovascular disease, and mortality.
        Surv Ophthalmol. 2001; 46: 59-80
        • Patton N.
        • Aslam T.
        • Macgillivray T.
        • et al.
        Retinal vascular image analysis as a potential screening tool for cerebrovascular disease: A rationale based on homology between cerebral and retinal microvasculatures.
        J Anat. 2005; 206: 319-348
        • Wong T.Y.
        • Klein R.
        • Couper D.J.
        • et al.
        Retinal microvascular abnormalities and incident stroke: The Atherosclerosis Risk in Communities Study.
        Lancet. 2001; 358: 1134-1140
        • Wong T.Y.
        • Klein R.
        • Sharrett A.R.
        • et al.
        Retinal microvascular abnormalities and cognitive impairment in middle-aged persons: The Atherosclerosis Risk in Communities Study.
        Stroke. 2002; 33: 1487-1492
        • Cheung N.
        • Mosley T.
        • Islam A.
        • et al.
        Retinal microvascular abnormalities and subclinical magnetic resonance imaging brain infarct: a prospective study.
        Brain. 2010; 133: 1987-1993
        • Lesage S.R.
        • Mosley T.H.
        • Wong T.Y.
        • et al.
        Retinal microvascular abnormalities and cognitive decline: The ARIC 14-year follow-up study.
        Neurology. 2009; 73: 862-868
        • de Jong F.J.
        • Schrijvers E.M.
        • Ikram M.K.
        • et al.
        Retinal vascular caliber and risk of dementia: The Rotterdam Study.
        Neurology. 2011; 76: 816-821
        • Kim D.H.
        • Newman A.B.
        • Hajjar I.
        • et al.
        Retinal microvascular signs and functional loss in older persons: The Cardiovascular Health Study.
        Stroke. 2011; 42: 1589-1595
        • Patton N.
        • Pattie A.
        • Macgillivray T.
        • et al.
        The association between retinal vascular network geometry and cognitive ability in an elderly population.
        Invest Ophthalmol Vis Sci. 2007; 48: 1995-2000
        • Murray C.D.
        The physiological principle of minimum work, I: The vascular system and the cost of blood volume.
        Proc Natl Acad Sci USA. 1926; 12: 207-214
        • Sherman T.F.
        On connecting large vessels to small: The meaning of Murray's law.
        J Gen Physiol. 1981; 78: 431-453
        • Cheung N.
        • Liew G.
        • Lindley R.I.
        • et al.
        Retinal fractals and acute lacunar stroke.
        Ann Neurol. 2010; 68: 107-111
        • Doubal F.N.
        • MacGillivray T.J.
        • Patton N.
        • et al.
        Fractal analysis of retinal vessels suggests that a distinct vasculopathy causes lacunar stroke.
        Neurology. 2010; 74: 1102-1107
        • Kawasaki R.
        • Che Azemin M.Z.
        • Kumar D.K.
        • et al.
        Fractal dimension of the retinal vasculature and risk of stroke: A nested case-control study.
        Neurology. 2011; 76: 1766-1767
        • Cheung N.
        • Donaghue K.C.
        • Liew G.
        • et al.
        Quantitative assessment of early diabetic retinopathy using fractal analysis.
        Diabetes Care. 2009; 32: 106-110
        • Benitez-Aguirre P.
        • Craig M.E.
        • Sasongko M.B.
        • et al.
        Retinal vascular geometry predicts incident retinopathy in young people with type 1 diabetes: A prospective cohort study from adolescence.
        Diabetes Care. 2011; 34: 1622-1627
        • Cheung C.Y.
        • Tay W.T.
        • Mitchell P.
        • et al.
        Quantitative and qualitative retinal microvascular characteristics and blood pressure.
        J Hypertens. 2011; 29: 1380-1391
        • Cheung C.Y.
        • Zheng Y.
        • Hsu W.
        • et al.
        Retinal vascular tortuosity, blood pressure, and cardiovascular risk factors.
        Ophthalmology. 2011; 118: 812-818
        • Liew G.
        • Wang J.J.
        • Cheung N.
        • et al.
        The retinal vasculature as a fractal: Methodology, reliability, and relationship to blood pressure.
        Ophthalmology. 2008; 115: 1951-1956
        • Hughes A.D.
        • Martinez-Perez E.
        • Jabbar A.S.
        • et al.
        Quantification of topological changes in retinal vascular architecture in essential and malignant hypertension.
        J Hypertens. 2006; 24: 889-894
        • Sng C.C.
        • Sabanayagam C.
        • Lamoureux E.L.
        • et al.
        Fractal analysis of the retinal vasculature and chronic kidney disease.
        Nephrol Dial Transplant. 2010; 25: 2252-2258
        • Foong A.W.
        • Saw S.M.
        • Loo J.L.
        • et al.
        Rationale and methodology for a population-based study of eye diseases in Malay people: The Singapore Malay eye study (SiMES).
        Ophthalmic Epidemiol. 2007; 14: 25-35
        • Hart W.E.
        • Goldbaum M.
        • Cote B.
        • et al.
        Measurement and classification of retinal vascular tortuosity.
        Int J Med Inform. 1999; 53: 239-252
        • Zamir M.
        • Medeiros J.A.
        • Cunningham T.K.
        Arterial bifurcations in the human retina.
        J Gen Physiol. 1979; 74: 537-548
        • Cheung C.Y.
        • Hsu W.
        • Lee M.L.
        • et al.
        A new method to measure peripheral retinal vascular caliber over an extended area.
        Microcirculation. 2010; 17: 495-503
        • Hubbard L.D.
        • Brothers R.J.
        • King W.N.
        • et al.
        Methods for evaluation of retinal microvascular abnormalities associated with hypertension/sclerosis in the Atherosclerosis Risk in Communities Study.
        Ophthalmology. 1999; 106: 2269-2280
        • Knudtson M.D.
        • Lee K.E.
        • Hubbard L.D.
        • et al.
        Revised formulas for summarizing retinal vessel diameters.
        Curr Eye Res. 2003; 27: 143-149
        • Wong T.Y.
        • Cheung N.
        • Tay W.T.
        • et al.
        Prevalence and risk factors for diabetic retinopathy: The Singapore Malay Eye Study.
        Ophthalmology. 2008; 115: 1869-1875
        • Sahadevan S.
        • Lim P.P.
        • Tan N.J.
        • et al.
        Diagnostic performance of two mental status tests in older Chinese: Influence of education and age on cut-off values.
        Int J Geriatr Psychiatry. 2000; 15: 234-241
        • Sahadevan S.
        • Tan N.J.
        • Tan T.
        • et al.
        Cognitive testing of elderly Chinese people in Singapore: Influence of education and age on normative scores.
        Age Ageing. 1997; 26: 481-486
        • Baker M.L.
        • Marino Larsen E.K.
        • Kuller L.H.
        • et al.
        Retinal microvascular signs, cognitive function, and dementia in older persons: The Cardiovascular Health Study.
        Stroke. 2007; 38: 2041-2047
        • Qiu C.
        • Cotch M.F.
        • Sigurdsson S.
        • et al.
        Cerebral microbleeds, retinopathy, and dementia: The AGES-Reykjavik Study.
        Neurology. 2010; 75: 2221-2228
        • Liew G.
        • Mitchell P.
        • Wong T.Y.
        • et al.
        Retinal microvascular signs and cognitive impairment.
        J Am Geriatr Soc. 2009; 57: 1892-1896
        • Mitchell A.J.
        • Malladi S.
        Screening and case-finding tools for the detection of dementia, I: Evidence-based meta-analysis of multidomain tests.
        Am J Geriatr Psychiatry. 2010; 18: 759-782
        • Masters B.R.
        Fractal analysis of the vascular tree in the human retina.
        Annu Rev Biomed Eng. 2004; 6: 427-452
        • Cavallari M.
        • Falco T.
        • Frontali M.
        • et al.
        Fractal analysis reveals reduced complexity of retinal vessels in CADASIL.
        PLoS ONE. 2011; 6: e19150
        • Gorelick P.B.
        • Scuteri A.
        • Black S.E.
        • et al.
        Vascular contributions to cognitive impairment and dementia: A statement for healthcare professionals from the American Heart Association/American Stroke Association.
        Stroke. 2011; 42: 2672-2713