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

被引:573
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 50 条
[31]   Comparing regional brain atrophy in mild cognitive impairment and Alzheimer's disease [J].
Weiler, Marina ;
Cendes, Fernando ;
Balthazar, Marcio L. F. .
NEURODEGENERATIVE DISEASE MANAGEMENT, 2013, 3 (05) :417-426
[32]   Odor identification deficit in mild cognitive impairment and Alzheimer's disease is associated with hippocampal and deep gray matter atrophy [J].
Hagemeier, Jesper ;
Woodward, Matthew R. ;
Rafique, Usama A. ;
Amrutkar, Chaitanya V. ;
Bergsland, Niels ;
Dwyer, Michael G. ;
Benedict, Ralph ;
Zivadinov, Robert ;
Szigeti, Kinga .
PSYCHIATRY RESEARCH-NEUROIMAGING, 2016, 255 :87-93
[34]   Hippocampal atrophy and olfactory identification deficits predict conversion to Alzheimer's disease in patients with minimal to mild cognitive impairment [J].
Devanand, DP ;
Tabert, MH ;
Pelton, GH ;
Pratap, G ;
De Leon, M ;
Doty, R .
NEUROPSYCHOPHARMACOLOGY, 2004, 29 :S7-S8
[35]   Hippocampal synaptic loss in early Alzheimer's disease and mild cognitive impairment [J].
Scheff, Stephen W. ;
Price, Douglas A. ;
Schmitt, Frederick A. ;
Mufson, Elliott J. .
NEUROBIOLOGY OF AGING, 2006, 27 (10) :1372-1384
[36]   Hippocampal Morphology and Autobiographic Memory in Mild Cognitive Impairment and Alzheimer's Disease [J].
Thomann, Philipp A. ;
Seidl, Ulrich ;
Brinkmann, Julia ;
Hirjak, Dusan ;
Traeger, Tanja ;
Wolf, R. Christian ;
Essig, Marco ;
Schroeder, Johannes .
CURRENT ALZHEIMER RESEARCH, 2012, 9 (04) :507-515
[37]   Magnetic resonance imaging of the entorhinal cortex and hippocampus in mild cognitive impairment and Alzheimer's disease [J].
Du, AT ;
Schuff, N ;
Amend, D ;
Laakso, MP ;
Hsu, YY ;
Jagust, WJ ;
Yaffe, K ;
Kramer, JH ;
Reed, B ;
Norman, D ;
Chui, HC ;
Weiner, MW .
JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2001, 71 (04) :441-447
[38]   Hippocampal atrophy and EEG markers in subjects with mild cognitive impairment [J].
Moretti, D. V. ;
Miniussi, C. ;
Frisoni, G. B. ;
Geroldi, C. ;
Zanetti, O. ;
Binetti, G. ;
Rossini, P. M. .
CLINICAL NEUROPHYSIOLOGY, 2007, 118 (12) :2716-2729
[39]   Clinical correlates of hippocampal atrophy in patients with mild cognitive impairment [J].
Grundman, M ;
Kim, HT ;
Schultz, AN ;
Thomas, RG ;
Thal, L ;
Jack, CR ;
Peterson, RC .
NEUROBIOLOGY OF AGING, 2002, 23 (01) :S364-S364
[40]   Baseline predictors of rates of hippocampal atrophy in mild cognitive impairment [J].
van de Pol, L. A. ;
van der Flier, W. M. ;
Korf, E. S. C. ;
Fox, N. C. ;
Barkhof, F. ;
Scheltens, P. .
NEUROLOGY, 2007, 69 (15) :1491-1497