Hippocampal and entorhinal atrophy in mild cognitive impairment - Prediction of Alzheimer disease

被引:564
作者
Devanand, D. P.
Pradhaban, G.
Liu, X.
Khandji, A.
De Santi, S.
Segal, S.
Rusinek, H.
Pelton, G. H.
Honig, L. S.
Mayeux, R.
Stern, Y.
Tabert, M. H.
de Leon, M. J.
机构
[1] Columbia Univ, Coll Phys & Surg, New York State Psychiat Inst, Dept Biol Psychiat, New York, NY 10032 USA
[2] Columbia Univ, Coll Phys & Surg, Gertrude H Sergievsky Ctr, New York, NY 10032 USA
[3] Columbia Univ, Coll Phys & Surg, Dept Neurol, New York, NY 10032 USA
[4] Columbia Univ, Coll Phys & Surg, Dept Radiol, New York, NY 10032 USA
[5] Columbia Univ, Taub Inst Res Alzheimers Dis & Aigng Brain, New York, NY USA
[6] Columbia Univ, Dept Biostat, New York, NY USA
[7] NYU, Sch Med, Dept Psychiat, Ctr Brain Hlth, New York, NY USA
[8] Nathan S Kline Inst Psychiat Res, Orangeburg, NY USA
关键词
D O I
10.1212/01.wnl.0000256697.20968.d7
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 the utility of MRI hippocampal and entorhinal cortex atrophy in predicting conversion from mild cognitive impairment (MCI) to Alzheimer disease ( AD). Methods: Baseline brain MRI was performed in 139 patients with MCI, broadly defined, and 63 healthy controls followed for an average of 5 years ( range 1 to 9 years). Results: Hippocampal and entorhinal cortex volumes were each largest in controls, intermediate in MCI nonconverters, and smallest in MCI converters to AD ( 37 of 139 patients converted to AD). In separate Cox proportional hazards models, covarying for intracranial volume, smaller hippocampal volume ( risk ratio [RR] 3.62, 95% CI 1.93 to 6.80, p < 0.0001), and entorhinal cortex volume ( RR 2.43, 95% CI 1.56 to 3.79, p < 0.0001) each predicted time to conversion to AD. Similar results were obtained for hippocampal and entorhinal cortex volume in patients with MCI with Mini-Mental State Examination ( MMSE) scores >= 27 out of 30 (21% converted to AD) and in the subset of patients with amnestic MCI (35% converted to AD). In the total patient sample, when both hippocampal and entorhinal volume were entered into an age-stratified Cox model with sex, MMSE, education, and intracranial volume, smaller hippocampal volume ( RR 2.21, 95% CI 1.14 to 4.29, p < 0.02) and entorhinal cortex volume ( RR 2.48, 95% CI 1.54 to 3.97, p < 0.0002) predicted time to conversion to AD. Similar results were obtained in a Cox model that also included Selective Reminding Test (SRT) delayed recall and Wechsler Adult Intelligence Scale - Revised (WAIS-R) Digit Symbol as predictors. Based on logistic regression models in the 3-year follow-up sample, for a fixed specificity of 80%, the sensitivities for MCI conversion to AD were as follows: age 43.3%, MMSE 43.3%, age + MMSE 63.7%, age + MMSE + SRT delayed recall +WAIS-R Digit Symbol 80.6% ( 79.6% correctly classified), hippocampus + entorhinal cortex 66.7%, age + MMSE + hippocampus + entorhinal cortex 76.7% ( 85% correctly classified), age + MMSE + SRT delayed recall + WAIS-R Digit Symbol + hippocampus + entorhinal cortex 83.3% (86.8% correctly classified). Conclusions: Smaller hippocampal and entorhinal cortex volumes each contribute to the prediction of conversion to Alzheimer disease. Age and cognitive variables also contribute to prediction, and the added value of hippocampal and entorhinal cortex volumes is small. Nonetheless, combining these MRI volumes with age and cognitive measures leads to high levels of predictive accuracy that may have potential clinical application.
引用
收藏
页码:828 / 836
页数:9
相关论文
共 42 条
  • [1] Predicting the rate of cognitive decline in aging and early Alzheimer disease
    Adak, S
    Illouz, K
    Gorman, W
    Tandon, R
    Zimmerman, EA
    Guariglia, R
    Moore, MM
    Kaye, JA
    [J]. NEUROLOGY, 2004, 63 (01) : 108 - 114
  • [2] CSF markers for pathogenic processes in Alzheimer's disease: diagnostic implications and use in clinical neurochemistry
    Blennow, K
    Vanmechelen, E
    [J]. BRAIN RESEARCH BULLETIN, 2003, 61 (03) : 235 - 242
  • [3] MRI of entorhinal cortex in mild Alzheimer's disease
    Bobinski, M
    de Leon, MJ
    Convit, A
    De Santi, S
    Wegiel, B
    Tarshish, CY
    Saint Louis, LA
    Wisniewski, HM
    [J]. LANCET, 1999, 353 (9146) : 38 - 40
  • [4] Relationships between regional neuronal loss and neurofibrillary changes in the hippocampal formation and duration and severity of Alzheimer disease
    Bobinski, M
    Wegiel, J
    Tarnawski, M
    Bobinski, M
    Reisberg, B
    deLeon, MJ
    Miller, DC
    Wisniewski, HM
    [J]. JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY, 1997, 56 (04) : 414 - 420
  • [5] Bobinski M, 2000, NEUROSCIENCE, V95, P721
  • [6] NEUROPATHOLOGICAL STAGING OF ALZHEIMER-RELATED CHANGES
    BRAAK, H
    BRAAK, E
    [J]. ACTA NEUROPATHOLOGICA, 1991, 82 (04) : 239 - 259
  • [7] Using voxel-based morphometry to map the structural changes associated with rapid conversion in MCI:: A longitudinal MRI study
    Chételat, G
    Landeau, B
    Eustache, F
    Mézenge, F
    Viader, F
    de la Sayette, V
    Desgranges, B
    Baron, JC
    [J]. NEUROIMAGE, 2005, 27 (04) : 934 - 946
  • [8] Preclinical detection of Alzheimer's disease: hippocampal shape and volume predict dementia onset in the elderly
    Csernansky, JG
    Wang, L
    Swank, J
    Miller, JP
    Gado, M
    McKeel, D
    Miller, M
    Morriss, JC
    [J]. NEUROIMAGE, 2005, 25 (03) : 783 - 792
  • [9] MRI and CSF studies in the early diagnosis of Alzheimer's disease
    de Leon, MJ
    DeSanti, S
    Zinkowski, R
    Mehta, PD
    Pratico, D
    Segal, S
    Clark, C
    Kerkman, D
    DeBernardis, J
    Li, J
    Lair, L
    Reisberg, B
    Tsui, W
    Rusinek, H
    [J]. JOURNAL OF INTERNAL MEDICINE, 2004, 256 (03) : 205 - 223
  • [10] Hippocampal formation glucose metabolism and volume losses in MCI and AD
    De Santi, S
    de Leon, MJ
    Rusinek, H
    Convit, A
    Tarshish, CY
    Roche, A
    Tsui, WH
    Kandil, E
    Boppana, M
    Daisley, K
    Wang, GJ
    Schlyer, D
    Fowler, J
    [J]. NEUROBIOLOGY OF AGING, 2001, 22 (04) : 529 - 539