A Blood-Based, 7-Metabolite Signature for the Early Diagnosis of Alzheimer's Disease

被引:84
作者
Olazaran, Javier [1 ]
Gil-de-Gomez, Luis [2 ]
Rodriguez-Martin, Andres [2 ]
Valenti-Soler, Meritxell [3 ]
Frades-Payo, Belen [3 ]
Marin-Munoz, Juan [4 ]
Antunez, Carmen [4 ]
Frank-Garcia, Ana [5 ]
Acedo-Jimenez, Carmen [5 ]
Morlan-Gracia, Lorenzo [6 ]
Petidier-Torregrossa, Roberto [6 ]
Concepcion Guisasola, Maria [7 ]
Bermejo-Pareja, Felix [8 ,9 ,10 ]
Sanchez-Ferro, Alvaro [11 ]
Perez-Martinez, David A. [12 ]
Manzano-Palomo, Sagrario [12 ]
Farquhar, Ruth [13 ]
Rabano, Alberto [14 ,15 ]
Calero, Miguel [16 ,17 ]
机构
[1] CIEN Fdn, Alzheimer Ctr Reina Sofia Fdn, HGU Gregorio Maranon, Serv Neurol, Madrid, Spain
[2] BIOCROSS SL, Valladolid, Spain
[3] Alzheimer Ctr Reina Sofia Fdn, Carlos Inst Hlth 3, CIEN Fdn, Madrid, Spain
[4] Hosp Clin Univ Virgen de la Arrixaca Murcia, Unidad Demencias, Murcia, Spain
[5] IdiPaz Hosp Univ La Paz, Subdirecc Med, Madrid, Spain
[6] Hosp Univ Getafe, Serv Geriatria, Serv Neurol, Madrid, Spain
[7] Hosp Gen Univ Gregorio Maranon, Unidad Med & Cirugia Expt, Madrid, Spain
[8] Univ Hosp 12 Octubre, Dept Neurol, Madrid, Spain
[9] Carlos III Natl Res Inst, CIBERNED, Madrid, Spain
[10] Univ Complutense, Dept Med, E-28040 Madrid, Spain
[11] MIT, Madrid MIT M Vis Consortium, Cambridge, MA 02139 USA
[12] Hosp Univ Infanta Cristina, Secc Neurol, Parla Madrid, Spain
[13] Titan Suites Belfast, Explorist, Belfast, Antrim, North Ireland
[14] Inst Salud Carlos III, Fdn CIEN, Dept Neuropatol, Madrid, Spain
[15] Inst Salud Carlos III, Fdn CIEN, Banco Tejidos, Madrid, Spain
[16] Carlos III Inst Hlth, Alzheimer Ctr Reina Sofia Fdn, CIEN Fdn, Chron Dis Programme,CIBERNED, Madrid 28220, Spain
[17] Carlos III Inst Hlth, Alzheimer Ctr Reina Sofia Fdn, CIEN Fdn, Alzheimer Dis Res Unit, Madrid 28220, Spain
关键词
Alzheimer's disease; biomarkers; diagnosis; mild cognitive impairment; plasma; MILD COGNITIVE IMPAIRMENT; CEREBROSPINAL-FLUID; ASSOCIATION WORKGROUPS; DOCOSAHEXAENOIC ACID; NATIONAL INSTITUTE; AMINO-ACIDS; BILE-ACIDS; PLASMA; BIOMARKERS; CERAMIDES;
D O I
10.3233/JAD-142925
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Accurate blood-based biomarkers of Alzheimer's disease (AD) could constitute simple, inexpensive, and non-invasive tools for the early diagnosis and treatment of this devastating neurodegenerative disease. We sought to develop a robust AD biomarker panel by identifying alterations in plasma metabolites that persist throughout the continuum of AD pathophysiology. Using a multicenter, cross-sectional study design, we based our analysis on metabolites whose levels were altered both in AD patients and in patients with amnestic mild cognitive impairment (aMCI), the earliest identifiable stage of AD. UPLC coupled to mass spectrometry was used to independently compare the levels of 495 plasma metabolites in aMCI (n = 58) and AD (n = 100) patients with those of normal cognition controls (NC, n = 93). Metabolite alterations common to both aMCI and AD patients were used to generate a logistic regression model that accurately distinguished AD from NC patients. The final panel consisted of seven metabolites: three amino acids (glutamic acid, alanine, and aspartic acid), one non-esterified fatty acid (22:6n-3, DHA), one bile acid (deoxycholic acid), one phosphatidylethanolamine [PE(36:4)], and one sphingomyelin [SM(39:1)]. Detailed analysis ruled out the influence of potential confounding variables, including comorbidities and treatments, on each of the seven biomarkers. The final model accurately distinguished AD from NC patients (AUC, 0.918). Importantly, the model also distinguished aMCI from NC patients (AUC, 0.826), indicating its potential diagnostic utility in early disease stages. These findings describe a sensitive biomarker panel that may facilitate the specific detection of early-stage AD through the analysis of plasma samples.
引用
收藏
页码:1157 / 1173
页数:17
相关论文
共 62 条
[1]   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
[3]   Deficient Liver Biosynthesis of Docosahexaenoic Acid Correlates with Cognitive Impairment in Alzheimer's Disease [J].
Astarita, Giuseppe ;
Jung, Kwang-Mook ;
Berchtold, Nicole C. ;
Nguyen, Vinh Q. ;
Gillen, Daniel L. ;
Head, Elizabeth ;
Cotman, Carl W. ;
Piomelli, Daniele .
PLOS ONE, 2010, 5 (09) :1-8
[4]   Metabolomics: from small molecules to big ideas [J].
Baker, Monya .
NATURE METHODS, 2011, 8 (02) :117-121
[5]   AMINO-ACID-CONCENTRATIONS IN CEREBROSPINAL-FLUID AND PLASMA IN ALZHEIMERS-DISEASE AND HEALTHY CONTROL SUBJECTS [J].
BASUN, H ;
FORSSELL, LG ;
ALMKVIST, O ;
COWBURN, RF ;
EKLOF, R ;
WINBLAD, B ;
WETTERBERG, L .
JOURNAL OF NEURAL TRANSMISSION-PARKINSONS DISEASE AND DEMENTIA SECTION, 1990, 2 (04) :295-304
[6]   Using neurolipidomics to identify phospholipid mediators of synaptic (dys)function in Alzheimer's Disease [J].
Bennett, Steffany A. L. ;
Valenzuela, Nicolas ;
Xu, Hongbin ;
Franko, Bettina ;
Fai, Stephen ;
Figeys, Daniel .
FRONTIERS IN PHYSIOLOGY, 2013, 4
[7]   Evaluation of a Previously Suggested Plasma Biomarker Panel to Identify Alzheimer's Disease [J].
Bjorkqvist, Maria ;
Ohlsson, Mattias ;
Minthon, Lennart ;
Hansson, Oskar .
PLOS ONE, 2012, 7 (01)
[8]   ASSOCIATION BETWEEN QUANTITATIVE MEASURES OF DEMENTIA AND OF SENILE CHANGE IN CEREBRAL GREY MATTER OF ELDERLY SUBJECTS [J].
BLESSED, G ;
TOMLINSON, BE ;
ROTH, M .
BRITISH JOURNAL OF PSYCHIATRY, 1968, 114 (512) :797-+
[9]   Molecular pathways to neurodegeneration [J].
Bossy-Wetzel, E ;
Schwarzenbacher, R ;
Lipton, SA .
NATURE MEDICINE, 2004, 10 (07) :S2-S9
[10]   The glutamatergic system and Alzheimer's disease - Therapeutic implications [J].
Butterfield, DA ;
Pocernich, CB .
CNS DRUGS, 2003, 17 (09) :641-652