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June 09, 2015; 84 (23) Article

Subclinical cerebrovascular disease inversely associates with learning ability

The NOMAS

Hilary Glazer, Chuanhui Dong, Mitsuhiro Yoshita, Tatjana Rundek, Mitchell S.V. Elkind, Ralph L. Sacco, Charles DeCarli, Yaakov Stern, Clinton B. Wright
First published May 22, 2015, DOI: https://doi.org/10.1212/WNL.0000000000001657
Hilary Glazer
From the Evelyn F. McKnight Brain Institute (H.G., C. Dong, T.R., R.L.S., C.B.W.), Departments of Neurology (H.G., C. Dong, T.R., R.L.S., C.B.W.) and Public Health Sciences (R.L.S., C.B.W.), Leonard M. Miller School of Medicine, and the Neuroscience Program (C.B.W.), University of Miami, FL; Department of Neurology (M.Y.), Hokuriku National Hospital, Japan; Department of Neurology, College of Physicians and Surgeons (M.S.V.E., Y.S.), and Department of Epidemiology, Mailman School of Public Health (M.S.V.E.), Columbia University, New York, NY; and Department of Neurology and Center for Neuroscience (C. DeCarli), University of California at Davis, Sacramento.
MD
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Chuanhui Dong
From the Evelyn F. McKnight Brain Institute (H.G., C. Dong, T.R., R.L.S., C.B.W.), Departments of Neurology (H.G., C. Dong, T.R., R.L.S., C.B.W.) and Public Health Sciences (R.L.S., C.B.W.), Leonard M. Miller School of Medicine, and the Neuroscience Program (C.B.W.), University of Miami, FL; Department of Neurology (M.Y.), Hokuriku National Hospital, Japan; Department of Neurology, College of Physicians and Surgeons (M.S.V.E., Y.S.), and Department of Epidemiology, Mailman School of Public Health (M.S.V.E.), Columbia University, New York, NY; and Department of Neurology and Center for Neuroscience (C. DeCarli), University of California at Davis, Sacramento.
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Mitsuhiro Yoshita
From the Evelyn F. McKnight Brain Institute (H.G., C. Dong, T.R., R.L.S., C.B.W.), Departments of Neurology (H.G., C. Dong, T.R., R.L.S., C.B.W.) and Public Health Sciences (R.L.S., C.B.W.), Leonard M. Miller School of Medicine, and the Neuroscience Program (C.B.W.), University of Miami, FL; Department of Neurology (M.Y.), Hokuriku National Hospital, Japan; Department of Neurology, College of Physicians and Surgeons (M.S.V.E., Y.S.), and Department of Epidemiology, Mailman School of Public Health (M.S.V.E.), Columbia University, New York, NY; and Department of Neurology and Center for Neuroscience (C. DeCarli), University of California at Davis, Sacramento.
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Tatjana Rundek
From the Evelyn F. McKnight Brain Institute (H.G., C. Dong, T.R., R.L.S., C.B.W.), Departments of Neurology (H.G., C. Dong, T.R., R.L.S., C.B.W.) and Public Health Sciences (R.L.S., C.B.W.), Leonard M. Miller School of Medicine, and the Neuroscience Program (C.B.W.), University of Miami, FL; Department of Neurology (M.Y.), Hokuriku National Hospital, Japan; Department of Neurology, College of Physicians and Surgeons (M.S.V.E., Y.S.), and Department of Epidemiology, Mailman School of Public Health (M.S.V.E.), Columbia University, New York, NY; and Department of Neurology and Center for Neuroscience (C. DeCarli), University of California at Davis, Sacramento.
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Mitchell S.V. Elkind
From the Evelyn F. McKnight Brain Institute (H.G., C. Dong, T.R., R.L.S., C.B.W.), Departments of Neurology (H.G., C. Dong, T.R., R.L.S., C.B.W.) and Public Health Sciences (R.L.S., C.B.W.), Leonard M. Miller School of Medicine, and the Neuroscience Program (C.B.W.), University of Miami, FL; Department of Neurology (M.Y.), Hokuriku National Hospital, Japan; Department of Neurology, College of Physicians and Surgeons (M.S.V.E., Y.S.), and Department of Epidemiology, Mailman School of Public Health (M.S.V.E.), Columbia University, New York, NY; and Department of Neurology and Center for Neuroscience (C. DeCarli), University of California at Davis, Sacramento.
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Ralph L. Sacco
From the Evelyn F. McKnight Brain Institute (H.G., C. Dong, T.R., R.L.S., C.B.W.), Departments of Neurology (H.G., C. Dong, T.R., R.L.S., C.B.W.) and Public Health Sciences (R.L.S., C.B.W.), Leonard M. Miller School of Medicine, and the Neuroscience Program (C.B.W.), University of Miami, FL; Department of Neurology (M.Y.), Hokuriku National Hospital, Japan; Department of Neurology, College of Physicians and Surgeons (M.S.V.E., Y.S.), and Department of Epidemiology, Mailman School of Public Health (M.S.V.E.), Columbia University, New York, NY; and Department of Neurology and Center for Neuroscience (C. DeCarli), University of California at Davis, Sacramento.
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Charles DeCarli
From the Evelyn F. McKnight Brain Institute (H.G., C. Dong, T.R., R.L.S., C.B.W.), Departments of Neurology (H.G., C. Dong, T.R., R.L.S., C.B.W.) and Public Health Sciences (R.L.S., C.B.W.), Leonard M. Miller School of Medicine, and the Neuroscience Program (C.B.W.), University of Miami, FL; Department of Neurology (M.Y.), Hokuriku National Hospital, Japan; Department of Neurology, College of Physicians and Surgeons (M.S.V.E., Y.S.), and Department of Epidemiology, Mailman School of Public Health (M.S.V.E.), Columbia University, New York, NY; and Department of Neurology and Center for Neuroscience (C. DeCarli), University of California at Davis, Sacramento.
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Yaakov Stern
From the Evelyn F. McKnight Brain Institute (H.G., C. Dong, T.R., R.L.S., C.B.W.), Departments of Neurology (H.G., C. Dong, T.R., R.L.S., C.B.W.) and Public Health Sciences (R.L.S., C.B.W.), Leonard M. Miller School of Medicine, and the Neuroscience Program (C.B.W.), University of Miami, FL; Department of Neurology (M.Y.), Hokuriku National Hospital, Japan; Department of Neurology, College of Physicians and Surgeons (M.S.V.E., Y.S.), and Department of Epidemiology, Mailman School of Public Health (M.S.V.E.), Columbia University, New York, NY; and Department of Neurology and Center for Neuroscience (C. DeCarli), University of California at Davis, Sacramento.
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Clinton B. Wright
From the Evelyn F. McKnight Brain Institute (H.G., C. Dong, T.R., R.L.S., C.B.W.), Departments of Neurology (H.G., C. Dong, T.R., R.L.S., C.B.W.) and Public Health Sciences (R.L.S., C.B.W.), Leonard M. Miller School of Medicine, and the Neuroscience Program (C.B.W.), University of Miami, FL; Department of Neurology (M.Y.), Hokuriku National Hospital, Japan; Department of Neurology, College of Physicians and Surgeons (M.S.V.E., Y.S.), and Department of Epidemiology, Mailman School of Public Health (M.S.V.E.), Columbia University, New York, NY; and Department of Neurology and Center for Neuroscience (C. DeCarli), University of California at Davis, Sacramento.
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Citation
Subclinical cerebrovascular disease inversely associates with learning ability
The NOMAS
Hilary Glazer, Chuanhui Dong, Mitsuhiro Yoshita, Tatjana Rundek, Mitchell S.V. Elkind, Ralph L. Sacco, Charles DeCarli, Yaakov Stern, Clinton B. Wright
Neurology Jun 2015, 84 (23) 2362-2367; DOI: 10.1212/WNL.0000000000001657

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Abstract

Objective: Memory has been examined in subjects with imaging markers of cerebrovascular disease, but learning has been less well studied. We examined the relationship among subclinical cerebrovascular disease, cerebral volumes, and verbal learning in an ethnically and racially diverse community sample.

Methods: A clinically stroke-free subset of Northern Manhattan Study participants underwent cognitive testing and brain MRI with quantification of white matter hyperintensity volume (WMHV) and total cerebral volume (TCV) using semiautomated segmentation. We used generalized linear regression and mixed models to examine the association between imaging findings and verbal learning.

Results: There were 1,272 participants (61% women, mean age 70 ± 9 years). Participants with greater WMHV and smaller TCV remembered fewer total words on a list-learning task (β = −0.83 per SD change in WMHV, 95% confidence interval [CI] = −1.22 to −0.45, p < 0.0001; and β = 0.48 per SD change in TCV, 95% CI = 0.05 to 0.90, p = 0.03, respectively). Subclinical brain infarction (SBI) was not associated with total words learned (β = −0.04, 95% CI = −1.08 to 1.00, p = 0.94). Those with greater WMHV had increased odds of a flatter learning slope. After excluding participants with SBI, the association between total words learned and WMHV remained significant. All measurements were adjusted for age, education, race/ethnicity, medical insurance status, and the presence of SBI.

Conclusions: White matter hyperintensities, a marker of cerebral small vessel disease, may have an impact on learning slope. This suggests that verbal learning performance can be incorporated into neuropsychological measures for vascular cognitive impairment and that cerebrovascular disease discovered on imaging affects the ability to learn new information.

GLOSSARY

CI=
confidence interval;
NOMAS=
Northern Manhattan Study;
OR=
odds ratio;
SBI=
subclinical brain infarction;
TCV=
total cerebral volume;
WMHV=
white matter hyperintensity volume

Footnotes

  • Go to Neurology.org for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • Supplemental data at Neurology.org

  • Received September 3, 2014.
  • Accepted in final form March 2, 2015.
  • © 2015 American Academy of Neurology
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