CSF proteome profiling across the Alzheimer's disease spectrum reflects the multifactorial nature of the disease and identifies specific biomarker panels

被引:49
作者
del Campo, Marta [1 ,2 ,3 ,11 ]
Peeters, Carel F. W. [4 ,5 ]
Johnson, Erik C. B. [6 ]
Vermunt, Lisa [1 ,7 ]
Hok-A-Hin, Yanaika S. [1 ]
van Nee, Mirrelijn [4 ]
Chen-Plotkin, Alice [8 ,9 ]
Irwin, David J. [8 ,9 ]
Hu, William T. [10 ]
Lah, James J. [6 ]
Seyfried, Nicholas T. [6 ]
Dammer, Eric B. [6 ]
Herradon, Gonzalo [2 ,11 ]
Meeter, Lieke H.
van Swieten, John
Alcolea, Daniel
Lleo, Alberto
Levey, Allan I. [6 ]
Lemstra, Afina W. [7 ]
Pijnenburg, Yolande A. L. [7 ]
Visser, Pieter J. [7 ]
Tijms, Betty M. [7 ]
van der Flier, Wiesje M. [4 ,7 ]
Teunissen, Charlotte E. [1 ]
机构
[1] Univ Amsterdam, Dept Clin Chem, Neurochem Lab, Med Ctr,Locat VUmc,Amsterdam Neurosci, Amsterdam, Netherlands
[2] Univ San Pablo CEU, CEU Univ, Fac Farm, Dept Ciencias Farmaceut & Salud, Boadilla Del Monte, Spain
[3] Barcelonasseta Brain Res Ctr BBRC, Pasqual Maragall Fdn, Barcelona, Spain
[4] Univ Amsterdam, Amsterdam Publ Hlth Res Inst, Dept Epidemiol & Data Sci, Med Ctr,Locat VUmc, Amsterdam, Netherlands
[5] Wageningen Univ & Res, Math & Stat Methods Grp Biometris, Wageningen, Netherlands
[6] Emory Univ, Goizueta Alzheimers Dis Res Ctr, Atlanta, GA USA
[7] Univ Amsterdam, Alzheimer Ctr Amsterdam, Dept Neurol, Med Ctr,Amsterdam Neurosci,Locat VUmc, Amsterdam, Netherlands
[8] Univ Penn, Perelman Sch Med, Dept Neurol, Philadelphia, PA USA
[9] Emory Univ, Sch Med, Dept Neurol, Atlanta, GA USA
[10] Karolinska Inst, Dept Neurobiol Care Sci & Soc, Div Neurogeriatr, New Brunswick, NJ USA
[11] Erasmus MC, Alzheimer Ctr, Rotterdam, Netherlands
来源
NATURE AGING | 2022年 / 2卷 / 11期
基金
欧盟第七框架计划; 荷兰研究理事会;
关键词
NATIONAL INSTITUTE; RESEARCH CRITERIA; LEWY BODIES; A-BETA; DIAGNOSIS; DEMENTIA; TAU; RECOMMENDATIONS; MANAGEMENT; DISCOVERY;
D O I
10.1038/s43587-022-00300-1
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Development of disease-modifying therapies against Alzheimer's disease (AD) requires biomarkers reflecting the diverse pathological pathways specific for AD. We measured 665 proteins in 797 cerebrospinal fluid (CSF) samples from patients with mild cognitive impairment with abnormal amyloid (MCI(A beta+): n = 50), AD-dementia (n = 230), non-AD dementias (n = 322) and cognitively unimpaired controls (n = 195) using proximity ligation-based immunoassays. Here we identified >100 CSF proteins dysregulated in MCI(A beta+) or AD compared to controls or non-AD dementias. Proteins dysregulated in MCI(A beta+) were primarily related to protein catabolism, energy metabolism and oxidative stress, whereas those specifically dysregulated in AD dementia were related to cell remodeling, vascular function and immune system. Classification modeling unveiled biomarker panels discriminating clinical groups with high accuracies (area under the curve (AUC): 0.85-0.99), which were translated into custom multiplex assays and validated in external and independent cohorts (AUC: 0.8-0.99). Overall, this study provides novel pathophysiological leads delineating the multifactorial nature of AD and potential biomarker tools for diagnostic settings or clinical trials. This study identifies CSF proteins specifically dysregulated along the AD continuum that reflect the multifactorial nature of disease progression. Some of these CSF proteins were used to build biomarker panels with high diagnostic accuracies.
引用
收藏
页码:1040 / +
页数:22
相关论文
共 73 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
[2]   The Sant Pau Initiative on Neurodegeneration (SPIN) cohort: A data set for biomarker discovery and validation in neurodegenerative disorders [J].
Alcolea, Daniel ;
Clarimon, Jordi ;
Carmona-Iragui, Maria ;
Illan-Gala, Ignacio ;
Morenas-Rodriguez, Estrella ;
Barroeta, Isabel ;
Ribosa-Nogue, Roser ;
Sala, Isabel ;
Sanchez-Saudinos, M. Belen ;
Videla, Laura ;
Subirana, Andrea ;
Benejam, Bessy ;
Valldeneu, Silvia ;
Fernandez, Susana ;
Estelles, Teresa ;
Altuna, Miren ;
Santos-Santos, Miguel ;
Garcia-Losada, Lidia ;
Bejanin, Alexandre ;
Pegueroles, Jordi ;
Montal, Victor ;
Vilaplana, Eduard ;
Belbin, Olivia ;
Dols-Icardo, Oriol ;
Sirisi, Sonia ;
Querol-Vilaseca, Marta ;
Cervera-Carles, Laura ;
Munoz, Laia ;
Nunez, Raul ;
Torres, Soraya ;
Camacho, M. Valle ;
Carrio, Ignasi ;
Gimenez, Sandra ;
Delaby, Constance ;
Rojas-Garcia, Ricard ;
Turon-Sans, Janina ;
Pagonabarraga, Javier ;
Jimenez, Amanda ;
Blesa, Rafael ;
Fortea, Juan ;
Lleo, Alberto .
ALZHEIMERS & DEMENTIA-TRANSLATIONAL RESEARCH & CLINICAL INTERVENTIONS, 2019, 5 (01) :597-609
[3]   Criteria for the diagnosis of corticobasal degeneration [J].
Armstrong, Melissa J. ;
Litvan, Irene ;
Lang, Anthony E. ;
Bak, Thomas H. ;
Bhatia, Kailash P. ;
Borroni, Barbara ;
Boxer, Adam L. ;
Dickson, Dennis W. ;
Grossman, Murray ;
Hallett, Mark ;
Josephs, Keith A. ;
Kertesz, Andrew ;
Lee, Suzee E. ;
Miller, Bruce L. ;
Reich, Stephen G. ;
Riley, David E. ;
Tolosa, Eduardo ;
Troester, Alexander I. ;
Vidailhet, Marie ;
Weiner, William J. .
NEUROLOGY, 2013, 80 (05) :496-503
[4]   Homogenous 96-Plex PEA Immunoassay Exhibiting High Sensitivity, Specificity, and Excellent Scalability [J].
Assarsson, Erika ;
Lundberg, Martin ;
Holmquist, Goeran ;
Bjoerkesten, Johan ;
Thorsen, Stine Bucht ;
Ekman, Daniel ;
Eriksson, Anna ;
Dickens, Emma Rennel ;
Ohlsson, Sandra ;
Edfeldt, Gabriella ;
Andersson, Ann-Catrin ;
Lindstedt, Patrik ;
Stenvang, Jan ;
Gullberg, Mats ;
Fredriksson, Simon .
PLOS ONE, 2014, 9 (04)
[5]   Proteome profiling in cerebrospinal fluid reveals novel biomarkers of Alzheimer's disease [J].
Bader, Jakob M. ;
Geyer, Philipp E. ;
Mueller, Johannes B. ;
Strauss, Maximilian T. ;
Koch, Manja ;
Leypoldt, Frank ;
Koertvelyessy, Peter ;
Bittner, Daniel ;
Schipke, Carola G. ;
Incesoy, Enise I. ;
Peters, Oliver ;
Deigendesch, Nikolaus ;
Simons, Mikael ;
Jensen, Majken K. ;
Zetterberg, Henrik ;
Mann, Matthias .
MOLECULAR SYSTEMS BIOLOGY, 2020, 16 (06)
[6]   Deep Multilayer Brain Proteomics Identifies Molecular Networks in Alzheimer's Disease Progression [J].
Bai, Bing ;
Wang, Xusheng ;
Li, Yuxin ;
Chen, Ping-Chung ;
Yu, Kaiwen ;
Dey, Kaushik Kumar ;
Yarbro, Jay M. ;
Han, Xian ;
Lutz, Brianna M. ;
Rao, Shuquan ;
Jiao, Yun ;
Sifford, Jeffrey M. ;
Han, Jonghee ;
Wang, Minghui ;
Tan, Haiyan ;
Shaw, Timothy, I ;
Cho, Ji-Hoon ;
Zhou, Suiping ;
Wang, Hong ;
Niu, Mingming ;
Mancieri, Ariana ;
Messler, Kaitlynn A. ;
Sun, Xiaojun ;
Wu, Zhiping ;
Pagala, Vishwajeeth ;
High, Anthony A. ;
Bi, Wenjian ;
Zhang, Hui ;
Chi, Hongbo ;
Haroutunian, Vahram ;
Zhang, Bin ;
Beach, Thomas G. ;
Yu, Gang ;
Peng, Junmin .
NEURON, 2020, 105 (06) :975-+
[7]   Syndecan-syntenin-ALIX regulates the biogenesis of exosomes [J].
Baietti, Maria Francesca ;
Zhang, Zhe ;
Mortier, Eva ;
Melchior, Aurelie ;
Degeest, Gisele ;
Geeraerts, Annelies ;
Ivarsson, Ylva ;
Depoortere, Fabienne ;
Coomans, Christien ;
Vermeiren, Elke ;
Zimmermann, Pascale ;
David, Guido .
NATURE CELL BIOLOGY, 2012, 14 (07) :677-685
[8]   Accuracy of the Clinical Diagnosis of Alzheimer Disease at National Institute on Aging Alzheimer Disease Centers, 2005-2010 [J].
Beach, Thomas G. ;
Monsell, Sarah E. ;
Phillips, Leslie E. ;
Kukull, Walter .
JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY, 2012, 71 (04) :266-273
[9]   Brain-related proteins as potential CSF biomarkers of Alzheimer's disease: A targeted mass spectrometry approach [J].
Begcevic, Ilijana ;
Brinc, Davor ;
Brown, Marshall ;
Martinez-Morillo, Eduardo ;
Goldhardt, Oliver ;
Grimmer, Timo ;
Magdolen, Viktor ;
Batruch, Ihor ;
Diamandis, Eleftherios P. .
JOURNAL OF PROTEOMICS, 2018, 182 :12-20
[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