You are seeing this message because your Web browser does not support basic Web standards. Find out more about why this message is appearing and what you can do to make your experience on this site better.


ABOUT ARCHIVES
Advanced Search

Welcome   | My Account | E-mail Alerts | Access Rights | Sign In


  Vol. 58 No. 4, April 2001 TABLE OF CONTENTS
  Archives
  •  Online Features
  Original Contribution
 This Article
 •Full text
 •PDF
 • Reply to article
 •Send to a friend
 • Save in My Folder
 •Save to citation manager
 •Permissions
 Citing Articles
 •Citation map
 •Citing articles on HighWire
 •Citing articles on Web of Science (31)
 •Contact me when this article is cited
 Related Content
 •Related article
 •Similar articles in this journal
 Topic Collections
 •Aging/ Geriatrics
 •Radiologic Imaging
 •Magnetic Resonance Imaging
 •Alert me on articles by topic
 Social Bookmarking
  Add to CiteULike Add to Connotea Add to Del.icio.us Add to Digg Add to Reddit Add to Technorati Add to Twitter What's this?

Cluster Analysis and Patterns of Findings on Cranial Magnetic Resonance Imaging of the Elderly

The Cardiovascular Health Study

W. T. Longstreth, Jr, MD, MPH; Paula Diehr, PhD; Teri A. Manolio, MD, MHS; Norman J. Beauchamp, MD, MHS; Charles A. Jungreis, MD; David Lefkowitz, MD; for the Cardiovascular Health Study Collaborative Research Group

Arch Neurol. 2001;58:635-640.

Objective  To characterize patterns of findings on cranial magnetic resonance imaging (MRI) of the elderly using a statistical technique called cluster analysis.

Subjects and Methods  The Cardiovascular Health Study is a population-based, longitudinal study of 5888 people 65 years and older. Of these, 3230 underwent cranial MRI scans, which were coded for presence of infarcts and grades for white matter, ventricles, and sulci. Cluster analysis separated participants into 5 clusters based solely on patterns of MRI findings. Participants comprising each cluster were contrasted with respect to cardiovascular risk factors and clinical manifestations.

Results  One cluster was low on all the MRI findings (normal) and another was high on all of them (complex infarcts). Another cluster had evidence for infarcts alone (simple infarcts), whereas the last 2 clusters lacked infarcts, one having enlarged ventricles and sulci (atrophy) and the other having prominent white matter changes and enlarged ventricles (leukoaraiosis). Factors that distinguished these clusters in a discriminant analysis were age, sex, several measures of hypertension, internal carotid artery wall thickness, smoking, and prevalent claudication before the MRI. The atrophy group had the highest percentage of men and the normal group had the lowest. Cognitive and motor performance also differed across clusters, with the atrophy cluster performing better than may have been expected.

Conclusions  These MRI patterns identified participants with different vascular disease risk factors and clinical manifestations. Results of these exploratory analyses warrant consideration in other populations of elderly people. Such patterns may provide clues about the pathophysiology of structural brain changes in the elderly.


From the Departments of Epidemiology (Dr Longstreth), Neurology (Dr Longstreth), and Biostatistics (Dr Diehr), University of Washington, Seattle; Division of Epidemiology and Clinical Applications, National Heart, Lung, and Blood Institute, Bethesda, Md (Dr Manolio); Neuroradiology Division, Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, Md (Dr Beauchamp); Neuroradiology Division, Department of Radiology and Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pa (Dr Jungreis); and Department of Neurology, Wake Forest University, Winston-Salem, NC (Dr Lefkowitz).

Corresponding author: W. T. Longstreth, Jr, MD, MPH, Department of Neurology, Box 359775, Harborview Medical Center, 325 Ninth Ave, Seattle WA 98104-2499.



Add to CiteULike CiteULike   Add to Connotea Connotea   Add to Del.icio.us Del.icio.us   Add to Digg Digg   Add to Reddit Reddit   Add to Technorati Technorati   Add to Twitter Twitter     What's this?

RELATED ARTICLE

Archives of Neurology Reader's Choice: Continuing Medical Education
Arch Neurol. 2001;58(4):684-685.
FULL TEXT  


THIS ARTICLE HAS BEEN CITED BY OTHER ARTICLES

Identifying Heterogeneity Among Injection Drug Users: A Cluster Analysis Approach
Shaw et al.
AJPH 2008;98:1430-1437.
ABSTRACT | FULL TEXT  

Chronic ischemic cerebral white matter disease is a risk factor for nonfocal neurologic injury after total aortic arch replacement
Lin et al.
J. Thorac. Cardiovasc. Surg. 2007;133:1059-1065.
ABSTRACT | FULL TEXT  

Past adult lead exposure is linked to neurodegeneration measured by brain MRI
Stewart et al.
Neurology 2006;66:1476-1484.
ABSTRACT | FULL TEXT  

Brain Vascular Disease Overt and Covert
Longstreth
Stroke 2005;36:2062-2063.
FULL TEXT  

Leukoaraiosis: The brain under pressure: Target for treatment?
Hill and Bisognano
Neurology 2005;64:1832-1833.
FULL TEXT  

Neurological findings in late-onset depressive disorder: comparison of individuals with and without depression
BALDWIN et al.
Br. J. Psychiatry 2005;186:308-313.
ABSTRACT | FULL TEXT  

Case 27-2004 - A 79-Year-Old Woman with Disturbances in Gait, Cognition, and Autonomic Function
Schlossmacher et al.
NEJM 2004;351:912-922.
FULL TEXT  

Stroke Risk Profile Predicts White Matter Hyperintensity Volume: The Framingham Study
Jeerakathil et al.
Stroke 2004;35:1857-1861.
ABSTRACT | FULL TEXT  

A National Neuroimaging Database: A Call to Action
Yousem et al.
Am. J. Neuroradiol. 2004;25:908-909.
FULL TEXT  

Plasma Total Homocysteine Levels and Cranial Magnetic Resonance Imaging Findings in Elderly Persons: The Cardiovascular Health Study
Longstreth et al.
Arch Neurol 2004;61:67-72.
ABSTRACT | FULL TEXT  

Leukoaraiosis, Ischemic Stroke, and Normal White Matter on Diffusion-Weighted MRI
Helenius et al.
Stroke 2002;33:45-50.
ABSTRACT | FULL TEXT  

Patterns on Cranial Magnetic Resonance Imaging in Elderly People and Vascular Disease Outcomes
Longstreth et al.
Arch Neurol 2001;58:2074-2074.
FULL TEXT  

Alcohol Consumption and Subclinical Findings on Magnetic Resonance Imaging of the Brain in Older Adults: The Cardiovascular Health Study Editorial Comment: The Cardiovascular Health Study
Mukamal et al.
Stroke 2001;32:1939-1946.
ABSTRACT | FULL TEXT  





HOME | CURRENT ISSUE | PAST ISSUES | TOPIC COLLECTIONS | CME | SUBMIT | SUBSCRIBE | HELP
CONDITIONS OF USE | PRIVACY POLICY | CONTACT US | SITE MAP
 
© 2001 American Medical Association. All Rights Reserved.