Longitudinal Changes in White Matter Disease and Cognition in the First Year of the Alzheimer Disease Neuroimaging Initiative

被引:190
作者
Carmichael, Owen [1 ]
Schwarz, Christopher [1 ]
Drucker, David [1 ]
Fletcher, Evan [1 ]
Harvey, Danielle [2 ]
Beckett, Laurel [2 ]
Jack, Clifford R. [3 ]
Weiner, Michael [4 ,5 ,6 ]
DeCarli, Charles [1 ]
机构
[1] Univ Calif Davis, Dept Neurol, Davis, CA 95616 USA
[2] Univ Calif Davis, Dept Publ Hlth Sci, Sch Med, Davis, CA 95616 USA
[3] Mayo Clin, Dept Radiol, Rochester, MN 55905 USA
[4] Univ Calif San Francisco, Dept Med, San Francisco, CA USA
[5] Univ Calif San Francisco, Dept Radiol, San Francisco, CA 94143 USA
[6] Univ Calif San Francisco, Dept Psychiat, San Francisco, CA 94143 USA
基金
美国国家卫生研究院;
关键词
HYPERINTENSITY VOLUME; CARDIOVASCULAR HEALTH; OLDER PERSONS; RISK-FACTORS; PROGRESSION; DECLINE; LESIONS; IMPAIRMENT; PREDICTORS; ADNI;
D O I
10.1001/archneurol.2010.284
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective: To evaluate relationships between magnetic resonance imaging (MRI)-based measures of white matter hyperintensities (WMHs), measured at baseline and longitudinally, and 1-year cognitive decline using a large convenience sample in a clinical trial design with a relatively mild profile of cardiovascular risk factors. Design: Convenience sample in a clinical trial design. Subjects: A total of 804 participants in the Alzheimer Disease Neuroimaging Initiative who received MRI scans, cognitive testing, and clinical evaluations at baseline, 6-month follow-up, and 12-month follow-up visits. For each scan, WMHs were detected automatically on coregistered sets of T1, proton density, and T2 MRI images using a validated method. Mixed-effects regression models evaluated relationships between risk factors for WMHs, WMHvolume, and change in outcome measures including Mini-Mental State Examination (MMSE), Alzheimer Disease Assessment Scale-Cognitive Subscale (ADAS-Cog), and Clinical Dementia Rating Scale sum of boxes scores. Covariates in these models included race, sex, years of education, age, apolipoprotein E genotype, baseline clinical diagnosis (cognitively normal, mild cognitive impairment, or Alzheimer disease), cardiovascular risk score, and MRI-based hippocampal and brain volumes. Results: Higher baseline WMH volume was associated with greater subsequent 1-year increase in ADAS-Cog and decrease in MMSE scores. Greater WMH volume at follow-up was associated with greater ADAS-Cog and lower MMSE scores at follow-up. Higher baseline age and cardiovascular risk score and more impaired baseline clinical diagnosis were associated with higher baseline WMH volume. Conclusions: White matter hyperintensity volume predicts 1-year cognitive decline in a relatively healthy convenience sample that was similar to clinical trial samples, and therefore should be considered as a covariate of interest at baseline and longitudinally in future AD treatment trials.
引用
收藏
页码:1370 / 1378
页数:9
相关论文
共 25 条
  • [1] Bates D., 2009, Mixed-Effects Models in S and S-PLUS
  • [2] Periventricular cerebral white matter lesions predict rate of cognitive decline
    de Groot, JC
    de Leeuw, FE
    Oudkerk, M
    van Gijn, J
    Hofman, A
    Jolles, J
    Breteler, MMB
    [J]. ANNALS OF NEUROLOGY, 2002, 52 (03) : 335 - 341
  • [3] Local histogram correction of MRI spatially dependent image pixel intensity nonuniformity
    DeCarli, C
    Murphy, DGM
    Teichberg, D
    Campbell, G
    Sobering, GS
    [J]. JMRI-JOURNAL OF MAGNETIC RESONANCE IMAGING, 1996, 6 (03): : 519 - 528
  • [4] THE EFFECT OF WHITE-MATTER HYPERINTENSITY VOLUME ON BRAIN STRUCTURE, COGNITIVE PERFORMANCE, AND CEREBRAL METABOLISM OF GLUCOSE IN 51 HEALTHY-ADULTS
    DECARLI, C
    MURPHY, DGM
    TRANH, M
    GRADY, CL
    HAXBY, JV
    GILLETTE, JA
    SALERNO, JA
    GONZALESAVILES, A
    HORWITZ, B
    RAPOPORT, SI
    SCHAPIRO, MB
    [J]. NEUROLOGY, 1995, 45 (11) : 2077 - 2084
  • [5] Predictors of brain morphology for the men of the NHLBI twin study
    DeCarli, C
    Miller, BL
    Swan, GE
    Reed, T
    Wolf, PA
    Garner, J
    Jack, L
    Carmelli, D
    [J]. STROKE, 1999, 30 (03) : 529 - 536
  • [6] Cerebrovascular and brain morphologic correlates of mild cognitive impairment in the national heart, lung, and blood institute twin study
    DeCarli, C
    Miller, BL
    Swan, GE
    Reed, T
    Wolf, PA
    Carmelli, D
    [J]. ARCHIVES OF NEUROLOGY, 2001, 58 (04) : 643 - 647
  • [7] FISCHL B, FREESURFER BRAIN PAR
  • [8] Ihaka R., 1996, J. Comput. Graph. Stat., V5, P299, DOI [10.2307/1390807, 10.1080/10618600.1996.10474713, DOI 10.1080/10618600.1996.10474713]
  • [9] The Alzheimer's Disease Neuroimaging Initiative (ADNI): MRI methods
    Jack, Clifford R., Jr.
    Bernstein, Matt A.
    Fox, Nick C.
    Thompson, Paul
    Alexander, Gene
    Harvey, Danielle
    Borowski, Bret
    Britson, Paula J.
    Whitwell, Jennifer L.
    Ward, Chadwick
    Dale, Anders M.
    Felmlee, Joel P.
    Gunter, Jeffrey L.
    Hill, Derek L. G.
    Killiany, Ron
    Schuff, Norbert
    Fox-Bosetti, Sabrina
    Lin, Chen
    Studholme, Colin
    DeCarli, Charles S.
    Krueger, Gunnar
    Ward, Heidi A.
    Metzger, Gregory J.
    Scott, Katherine T.
    Mallozzi, Richard
    Blezek, Daniel
    Levy, Joshua
    Debbins, Josef P.
    Fleisher, Adam S.
    Albert, Marilyn
    Green, Robert
    Bartzokis, George
    Glover, Gary
    Mugler, John
    Weiner, Michael W.
    [J]. JOURNAL OF MAGNETIC RESONANCE IMAGING, 2008, 27 (04) : 685 - 691
  • [10] Jeerakathil TJ, 2004, STROKE, V35, pE227