Relationship between the Presence of the ApoE ε4 Allele and EEG Complexity along the Alzheimer's Disease Continuum

被引:14
作者
Gutierrez-de Pablo, Victor [1 ]
Gomez, Carlos [1 ,2 ]
Poza, Jesus [1 ,2 ,3 ]
Maturana-Candelas, Aaron [1 ]
Martins, Sandra [4 ,5 ]
Gomes, Iva [4 ,5 ]
Lopes, Alexandra M. [4 ,5 ]
Pinto, Nadia [4 ,5 ,6 ]
Hornero, Roberto [1 ,2 ,3 ]
机构
[1] Univ Valladolid, ETSI Telecomunicac, Biomed Engn Grp, Valladolid 47011, Spain
[2] CIBER BBN, Ctr Invest Biomed Red Bioingn Biomat & Nanomed, Madrid 28029, Spain
[3] Univ Valladolid, Inst Invest Matemat IMUVA, Valladolid 47011, Spain
[4] Univ Porto IPATIMUP, Inst Mol Pathol & Immunol, P-4200135 Porto, Portugal
[5] Univ Porto, Inst Res & Innovat Hlth I3S, P-4200135 Porto, Portugal
[6] Univ Porto CMUP, Ctr Math, P-4169007 Porto, Portugal
关键词
Alzheimer's disease (AD); apolipoprotein E (ApoE); electroencephalography (EEG); Lempel-Ziv complexity (LZC); mild cognitive impairment (MCI); MILD COGNITIVE IMPAIRMENT; APOLIPOPROTEIN-E GENOTYPE; LEMPEL-ZIV COMPLEXITY; BACKGROUND ACTIVITY; ASSOCIATION WORKGROUPS; DIAGNOSTIC GUIDELINES; NATIONAL INSTITUTE; NONLINEAR ANALYSES; SYNCHRONIZATION; RECOMMENDATIONS;
D O I
10.3390/s20143849
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Alzheimer's disease (AD) is the most prevalent cause of dementia, being considered a major health problem, especially in developed countries. Late-onset AD is the most common form of the disease, with symptoms appearing after 65 years old. Genetic determinants of AD risk are vastly unknown, though,epsilon 4 allele of theApoEgene has been reported as the strongest genetic risk factor for AD. The objective of this study was to analyze the relationship between brain complexity and the presence ofApoE epsilon 4 alleles along the AD continuum. For this purpose, resting-state electroencephalography (EEG) activity was analyzed by computing Lempel-Ziv complexity (LZC) from 46 healthy control subjects, 49 mild cognitive impairment subjects, 45 mild AD patients, 44 moderate AD patients and 33 severe AD patients, subdivided byApoEstatus. Subjects with one or moreApoE epsilon 4 alleles were included in the carriers subgroups, whereas theApoE epsilon 4 non-carriers subgroups were formed by subjects without any epsilon 4 allele. Our results showed that AD continuum is characterized by a progressive complexity loss. No differences were observed between ADApoE epsilon 4 carriers and non-carriers. However, brain activity from healthy subjects withApoE epsilon 4 allele (carriers subgroup) is more complex than from non-carriers, mainly in left temporal, frontal and posterior regions (p-values < 0.05, FDR-corrected Mann-WhitneyU-test). These results suggest that the presence ofApoE epsilon 4 allele could modify the EEG complexity patterns in different brain regions, as the temporal lobes. These alterations might be related to anatomical changes associated to neurodegeneration, increasing the risk of suffering dementia due to AD before its clinical onset. This interesting finding might help to advance in the development of new tools for early AD diagnosis.
引用
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页码:1 / 17
页数:16
相关论文
共 71 条
[1]   Analysis of EEG background activity in Alzheimer's disease patients with Lempel-Ziv complexity and central tendency measure [J].
Abásolo, D ;
Hornero, R ;
Gómez, C ;
García, M ;
López, M .
MEDICAL ENGINEERING & PHYSICS, 2006, 28 (04) :315-322
[2]   Entropy analysis of the EEG background activity in Alzheimer's disease patients [J].
Abásolo, D ;
Hornero, R ;
Espino, P ;
Alvarez, D ;
Poza, J .
PHYSIOLOGICAL MEASUREMENT, 2006, 27 (03) :241-253
[3]   Analysis of regularity in the EEG background activity of Alzheimer's disease patients with Approximate Entropy [J].
Abásolo, D ;
Hornero, R ;
Espino, P ;
Poza, J ;
Sánchez, CI ;
de la Rosa, R .
CLINICAL NEUROPHYSIOLOGY, 2005, 116 (08) :1826-1834
[4]   Complexity Measures for Quantifying Changes in Electroencephalogram in Alzheimer's Disease [J].
Al-Nuaimi, Ali H. Husseen ;
Jammeh, Emmanuel ;
Sun, Lingfen ;
Ifeachor, Emmanuel .
COMPLEXITY, 2018,
[5]   The diagnosis of mild cognitive impairment due to Alzheimer's disease: Recommendations from the National Institute on Aging-Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease [J].
Albert, Marilyn S. ;
DeKosky, Steven T. ;
Dickson, Dennis ;
Dubois, Bruno ;
Feldman, Howard H. ;
Fox, Nick C. ;
Gamst, Anthony ;
Holtzman, David M. ;
Jagust, William J. ;
Petersen, Ronald C. ;
Snyder, Peter J. ;
Carrillo, Maria C. ;
Thies, Bill ;
Phelps, Creighton H. .
ALZHEIMERS & DEMENTIA, 2011, 7 (03) :270-279
[6]   Resting EEG sources correlate with attentional span in mild cognitive impairment and Alzheimer's disease [J].
Babiloni, Claudio ;
Cassetta, Emanuele ;
Binetti, Giuliano ;
Tombini, Mario ;
Del Percio, Claudio ;
Ferreri, Florinda ;
Ferri, Raffaele ;
Frisoni, Giovanni ;
Lanuzza, Bartolo ;
Nobili, Flavio ;
Parisi, Laura ;
Rodriguez, Guido ;
Frigerio, Leonardo ;
Gurzi, Mariella ;
Prestia, Annapaola ;
Vernieri, Fabrizio ;
Eusebi, Fabrizio ;
Rossini, Paolo M. .
EUROPEAN JOURNAL OF NEUROSCIENCE, 2007, 25 (12) :3742-3757
[7]   Cortical Sources of Resting State EEG Rhythms are Sensitive to the Progression of Early Stage Alzheimer's Disease [J].
Babiloni, Claudio ;
Lizio, Roberta ;
Del Percio, Claudio ;
Marzano, Nicola ;
Soricelli, Andrea ;
Salvatore, Elena ;
Ferri, Raffaele ;
Cosentino, Filomena I. I. ;
Tedeschi, Gioacchino ;
Montella, Patrizia ;
Marino, Silvia ;
De Salvo, Simona ;
Rodriguez, Guido ;
Nobili, Flavio ;
Vernieri, Fabrizio ;
Ursini, Francesca ;
Mundi, Ciro ;
Richardson, Jill C. ;
Frisoni, Giovanni B. ;
Rossini, Paolo M. .
JOURNAL OF ALZHEIMERS DISEASE, 2013, 34 (04) :1015-1035
[8]   FUNDAMENTALS OF ELECTROENCEFALOGRAPHY, MAGNETOENCEFALOGRAPHY, AND FUNCTIONAL MAGNETIC RESONANCE IMAGING [J].
Babiloni, Claudio ;
Pizzella, Vittorio ;
Del Gratta, Cosimo ;
Ferretti, Antonio ;
Romani, Gian Luca .
BRAIN MACHINE INTERFACES FOR SPACE APPLICATIONS: ENHANCING ASTRONAUT CAPABILITIES, 2009, 86 :67-80
[9]   A Quarter Century of APOE and Alzheimer's Disease: Progress to Date and the Path Forward [J].
Belloy, Michael E. ;
Napolioni, Valerio ;
Greicius, Michael D. .
NEURON, 2019, 101 (05) :820-838
[10]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300