Nanoscale flow cytometry-based quantification of blood-based extracellular vesicle biomarkers distinguishes MCI and Alzheimer's disease

被引:4
作者
Dayarathna, Thamara [1 ]
Roseborough, Austyn D. [2 ]
Gomes, Janice [3 ]
Khazaee, Reza [4 ,5 ]
Silveira, Carolina R. A. [6 ]
Borron, Kathy [6 ]
Yu, Soojung [6 ]
Coleman, Kristy [6 ]
Jesso, Sarah [6 ]
Finger, Elizabeth [3 ,6 ,7 ]
MacDonald, Penny [7 ]
Borrie, Michael [8 ]
Wells, Jennie [8 ]
Bartha, Robert [3 ]
Zou, Guangyong [3 ,9 ]
Whitehead, Shawn N. [2 ]
Leong, Hon S. [10 ]
Pasternak, Stephen H. [3 ,6 ,7 ]
机构
[1] Nationwide Childrens Hosp, Abigail Wexner Res Inst, Inst Genom Med, Columbus, OH USA
[2] Western Univ, Schulich Sch Med & Dent, Dept Anat & Cell Biol, Vulnerable Brain Lab, London, ON, Canada
[3] Western Univ, Robarts Res Inst, Schulich Sch Med & Dent, London, ON, Canada
[4] Western Univ, Dept Biol, London, ON, Canada
[5] Western Univ, Biotron Integrated Microscopy Facil, London, ON, Canada
[6] St Josephs Hlth Care Ctr, Parkwood Inst, Cognit Neurol & Alzheimers Dis Res Ctr, London, ON, Canada
[7] Western Univ, Schulich Sch Med & Dent, Dept Clin Neurol Sci, London, ON, Canada
[8] Western Univ, Schulich Sch Med & Dent, Dept Geriatr Med, London, ON, Canada
[9] Western Univ, Schulich Sch Med & Dent, Dept Epidemiol & Biostat, London, ON, Canada
[10] Univ Toronto, Sunnybrook Res Inst, Toronto, ON, Canada
关键词
Alzheimer's disease; biomarker; dementia; extracellular vesicle; mild cognitive impairment; nanoflow cytometry; MILD COGNITIVE IMPAIRMENT; NEURONAL EXOSOMES; ALPHA-SYNUCLEIN; PHASE-3; TRIALS; PROTEINS; PLASMA; DIAGNOSIS; BAPINEUZUMAB; SOLANEZUMAB;
D O I
10.1002/alz.14087
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
INTRODUCTION: Accurate testing for Alzheimer's disease (AD) represents a crucial step for therapeutic advancement. Currently, tests are expensive and require invasive sampling or radiation exposure. METHODS: We developed a nanoscale flow cytometry (nFC)-based assay of extracellular vesicles (EVs) to screen biomarkers in plasma from mild cognitive impairment (MCI), AD, or controls. RESULTS: Circulating amyloid beta (A beta), tau, phosphorylated tau (p-tau)181, p-tau231, p-tau217, p-tauS235, ubiquitin, and lysosomal-associated membrane protein 1-positive EVs distinguished AD samples. p-tau181, p-tau217, p-tauS235, and ubiquitin-positive EVs distinguished MCI samples. The most sensitive marker for AD distinction was p-tau231, with an area under the receiver operating characteristic curve (AUC) of 0.96 (sensitivity 0.95/specificity 1.0) improving to an AUC of 0.989 when combined with p-tauS235. DISCUSSION: This nFC-based assay accurately distinguishes MCI and AD plasma without EV isolation, offering a rapid approach requiring minute sample volumes. Incorporating nFC-based measurements in larger populations and comparison to "gold standard" biomarkers is an exciting next step for developing AD diagnostic tools.
引用
收藏
页码:6094 / 6106
页数:13
相关论文
共 64 条
[41]   Proteomic and biological profiling of extracellular vesicles from Alzheimer's disease human brain tissues [J].
Muraoka, Satoshi ;
DeLeo, Annina M. ;
Sethi, Manveen K. ;
Yukawa-Takamatsu, Kayo ;
Yang, Zijian ;
Ko, Jina ;
Hogan, John D. ;
Ruan, Zhi ;
You, Yang ;
Wang, Yuzhi ;
Medalla, Maria ;
Ikezu, Seiko ;
Chen, Mei ;
Xia, Weiming ;
Gorantla, Santhi ;
Gendelman, Howard E. ;
Issadore, David ;
Zaia, Joseph ;
Ikezu, Tsuneya .
ALZHEIMERS & DEMENTIA, 2020, 16 (06) :896-907
[42]   Phosphorylation of different tau sites during progression of Alzheimer's disease [J].
Neddens, Joerg ;
Temmel, Magdalena ;
Flunkert, Stefanie ;
Kerschbaumer, Bianca ;
Hoeller, Christina ;
Loeffler, Tina ;
Niederkofler, Vera ;
Daum, Guenther ;
Attems, Johannes ;
Hutter-Paier, Birgit .
ACTA NEUROPATHOLOGICA COMMUNICATIONS, 2018, 6 :52
[43]   Advances in the early detection of Alzheimer's disease [J].
Nestor, PJ ;
Scheltens, P ;
Hodges, JR .
NATURE MEDICINE, 2004, 10 (07) :S34-S41
[44]   Prediction of future Alzheimer's disease dementia using plasma phospho-tau combined with other accessible measures [J].
Palmqvist, Sebastian ;
Tideman, Pontus ;
Cullen, Nicholas ;
Zetterberg, Henrik ;
Blennow, Kaj ;
Dage, Jeffery L. ;
Stomrud, Erik ;
Janelidze, Shorena ;
Mattsson-Carlgren, Niklas ;
Hansson, Oskar .
NATURE MEDICINE, 2021, 27 (06) :1034-+
[45]   Mild cognitive impairment - Clinical characterization and outcome [J].
Petersen, RC ;
Smith, GE ;
Waring, SC ;
Ivnik, RJ ;
Tangalos, EG ;
Kokmen, E .
ARCHIVES OF NEUROLOGY, 1999, 56 (03) :303-308
[46]   Extracellular vesicles: mediators and biomarkers of pathology along CNS barriers [J].
Ramirez, Servio H. ;
Andrews, Allison M. ;
Paul, Debayon ;
Pachter, Joel S. .
FLUIDS AND BARRIERS OF THE CNS, 2018, 15
[47]   Extracellular vesicles: Exosomes, microvesicles, and friends [J].
Raposo, Graca ;
Stoorvogel, Willem .
JOURNAL OF CELL BIOLOGY, 2013, 200 (04) :373-383
[48]   Donanemab for Alzheimer's Disease: A Systematic Review of Clinical Trials [J].
Rashad, Areeba ;
Rasool, Atta ;
Shaheryar, Muhammad ;
Sarfraz, Azza ;
Sarfraz, Zouina ;
Robles-Velasco, Karla ;
Cherrez-Ojeda, Ivan .
HEALTHCARE, 2023, 11 (01)
[49]   CSF tau and the CSF tau/ABeta ratio for the diagnosis of Alzheimer's disease dementia and other dementias in people withmild cognitive impairment (MCI) (Review) [J].
Ritchie, Craig ;
Smailagica, Nadja ;
Noel-Storr, Anna H. ;
Ukoumunne, Obioha ;
Ladds, Emma C. ;
Martin, Steven .
COCHRANE DATABASE OF SYSTEMATIC REVIEWS, 2017, (03)
[50]   pROC: an open-source package for R and S plus to analyze and compare ROC curves [J].
Robin, Xavier ;
Turck, Natacha ;
Hainard, Alexandre ;
Tiberti, Natalia ;
Lisacek, Frederique ;
Sanchez, Jean-Charles ;
Mueller, Markus .
BMC BIOINFORMATICS, 2011, 12