Large-scale proteomic analyses of incident Alzheimer's disease reveal new pathophysiological insights and potential therapeutic targets

被引:3
作者
Zhang, Yi [1 ,2 ,3 ]
Guo, Yu [1 ,2 ,3 ]
He, Yu [1 ,2 ,3 ]
You, Jia [1 ,2 ,3 ,4 ,5 ]
Zhang, YaRu [1 ,2 ,3 ]
Wang, LinBo [1 ,2 ,3 ,4 ]
Chen, ShiDong [1 ,2 ,3 ]
He, XiaoYu [1 ,2 ,3 ]
Yang, Liu [1 ,2 ,3 ]
Huang, YuYuan [1 ,2 ,3 ]
Kang, JuJiao [1 ,2 ,3 ,4 ]
Ge, YiJun [1 ,2 ,3 ]
Dong, Qiang [1 ,2 ,3 ]
Feng, JianFeng [4 ,5 ]
Cheng, Wei [1 ,2 ,3 ,4 ,5 ]
Yu, JinTai [1 ,2 ,3 ]
机构
[1] Fudan Univ, Shanghai Med Coll, Dept Neurol, Shanghai, Peoples R China
[2] Fudan Univ, Huashan Hosp, Shanghai Med Coll, Natl Ctr Neurol Disorders,State Key Lab Med Neurob, Shanghai, Peoples R China
[3] Fudan Univ, Shanghai Med Coll, MOE Frontiers Ctr Brain Sci, Shanghai, Peoples R China
[4] Fudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shanghai, Peoples R China
[5] Fudan Univ, Key Lab Computat Neurosci & Brain Inspired Intelli, Minist Educ, Shanghai, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
SEMANTIC SIMILARITY; CEREBRAL-CORTEX; ASSOCIATIONS; DEMENTIA; GENETICS; PACKAGE; HEALTH; RISK; BETA; TAU;
D O I
10.1038/s41380-024-02840-x
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Pathophysiological evolutions in early-stage Alzheimer's disease (AD) are not well understood. We used data of 2923 Olink plasma proteins from 51,296 non-demented middle-aged adults. During a follow-up of 15 years, 689 incident AD cases occurred. Cox-proportional hazard models were applied to identify AD-associated proteins in different time intervals. Through linking to protein categories, changing sequences of protein z-scores can reflect pathophysiological evolutions. Mendelian randomization using blood protein quantitative loci data provided causal evidence for potentially druggable proteins. We identified 48 AD-related proteins, with CEND1, GFAP, NEFL, and SYT1 being top hits in both near-term (HR:1.15-1.77; P:9.11 x 10-65-2.78 x 10-6) and long-term AD risk (HR:1.20-1.54; P:2.43 x 10-21-3.95 x 10-6). These four proteins increased 15 years before AD diagnosis and progressively escalated, indicating early and sustained dysfunction in synapse and neurons. Proteins related to extracellular matrix organization, apoptosis, innate immunity, coagulation, and lipid homeostasis showed early disturbances, followed by malfunctions in metabolism, adaptive immunity, and final synaptic and neuronal loss. Combining CEND1, GFAP, NEFL, and SYT1 with demographics generated desirable predictions for 10-year (AUC = 0.901) and over-10-year AD (AUC = 0.864), comparable to full model. Mendelian randomization supports potential genetic link between CEND1, SYT1, and AD as outcome. Our findings highlight the importance of exploring the pathophysiological evolutions in early stages of AD, which is essential for the development of early biomarkers and precision therapeutics.
引用
收藏
页码:2347 / 2361
页数:15
相关论文
共 72 条
[1]   The GTEx Consortium atlas of genetic regulatory effects across human tissues [J].
Aguet, Francois ;
Barbeira, Alvaro N. ;
Bonazzola, Rodrigo ;
Brown, Andrew ;
Castel, Stephane E. ;
Jo, Brian ;
Kasela, Silva ;
Kim-Hellmuth, Sarah ;
Liang, Yanyu ;
Parsana, Princy ;
Flynn, Elise ;
Fresard, Laure ;
Gamazon, Eric R. ;
Hamel, Andrew R. ;
He, Yuan ;
Hormozdiari, Farhad ;
Mohammadi, Pejman ;
Munoz-Aguirre, Manuel ;
Ardlie, Kristin G. ;
Battle, Alexis ;
Bonazzola, Rodrigo ;
Brown, Christopher D. ;
Cox, Nancy ;
Dermitzakis, Emmanouil T. ;
Engelhardt, Barbara E. ;
Garrido-Martin, Diego ;
Gay, Nicole R. ;
Getz, Gad ;
Guigo, Roderic ;
Hamel, Andrew R. ;
Handsaker, Robert E. ;
He, Yuan ;
Hoffman, Paul J. ;
Hormozdiari, Farhad ;
Im, Hae Kyung ;
Jo, Brian ;
Kasela, Silva ;
Kashin, Seva ;
Kim-Hellmuth, Sarah ;
Kwong, Alan ;
Lappalainen, Tuuli ;
Li, Xiao ;
Liang, Yanyu ;
MacArthur, Daniel G. ;
Mohammadi, Pejman ;
Montgomery, Stephen B. ;
Munoz-Aguirre, Manuel ;
Rouhana, John M. ;
Hormozdiari, Farhad ;
Im, Hae Kyung .
SCIENCE, 2020, 369 (6509) :1318-1330
[2]   Image processing and Quality Control for the first 10,000 brain imaging datasets from UK Biobank [J].
Alfaro-Almagro, Fidel ;
Jenkinson, Mark ;
Bangerter, Neal K. ;
Andersson, Jesper L. R. ;
Griffanti, Ludovica ;
Douaud, Gwenaelle ;
Sotiropoulos, Stamatios N. ;
Jbabdi, Saad ;
Hernandez-Fernandez, Moises ;
Vallee, Emmanuel ;
Vidaurre, Diego ;
Webster, Matthew ;
McCarthy, Paul ;
Rorden, Christopher ;
Daducci, Alessandro ;
Alexander, Daniel C. ;
Zhang, Hui ;
Dragonu, Iulius ;
Matthews, Paul M. ;
Miller, Karla L. ;
Smith, Stephen M. .
NEUROIMAGE, 2018, 166 :400-424
[3]   Proteomic landscape of Alzheimer's Disease: novel insights into pathogenesis and biomarker discovery [J].
Bai, Bing ;
Vanderwall, David ;
Li, Yuxin ;
Wang, Xusheng ;
Poudel, Suresh ;
Wang, Hong ;
Dey, Kaushik Kumar ;
Chen, Ping-Chung ;
Yang, Ka ;
Peng, Junmin .
MOLECULAR NEURODEGENERATION, 2021, 16 (01)
[4]   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-+
[5]   Default Mode Network Lateralization and Memory in Healthy Aging and Alzheimer's Disease [J].
Banks, Sarah J. ;
Zhuang, Xiaowei ;
Bayram, Ece ;
Bird, Chris ;
Cordes, Dietmar ;
Caldwell, Jessica Z. K. ;
Cummings, Jeffrey L. .
JOURNAL OF ALZHEIMERS DISEASE, 2018, 66 (03) :1223-1234
[6]   Differences Between Plasma and Cerebrospinal Fluid Glial Fibrillary Acidic Protein Levels Across the Alzheimer Disease Continuum [J].
Benedet, Andrea L. ;
Mila-Aloma, Marta ;
Vrillon, Agathe ;
Ashton, Nicholas J. ;
Pascoal, Tharick A. ;
Lussier, Firoza ;
Karikari, Thomas K. ;
Hourregue, Claire ;
Cognat, Emmanuel ;
Dumurgier, Julien ;
Stevenson, Jenna ;
Rahmouni, Nesrine ;
Pallen, Vanessa ;
Poltronetti, Nina M. ;
Salvado, Gemma ;
Shekari, Mahnaz ;
Operto, Gregory ;
Gispert, Juan Domingo ;
Minguillon, Carolina ;
Fauria, Karine ;
Kollmorgen, Gwendlyn ;
Suridjan, Ivonne ;
Zimmer, Eduardo R. ;
Zetterberg, Henrik ;
Molinuevo, Jose Luis ;
Paquet, Claire ;
Rosa-Neto, Pedro ;
Blennow, Kaj ;
Suarez-Calvet, Marc .
JAMA NEUROLOGY, 2021, 78 (12) :1471-1483
[7]   Alzheimer's disease [J].
Scheltens, Philip ;
De Strooper, Bart ;
Kivipelto, Miia ;
Holstege, Henne ;
Chetelat, Gael ;
Teunissen, Charlotte E. ;
Cummings, Jeffrey ;
van der Flier, Wiesje M. .
LANCET, 2021, 397 (10284) :1577-1590
[8]  
Brinkmalm A, 2020, ALZHEIMERS DEMENT, V16, DOI [10.1002/alz.044515, 10.1002/alz.044515, DOI 10.1002/ALZ.044515]
[9]   Hippocampal Amyloid Burden with Downstream Fusiform Gyrus Atrophy Correlate with Face Matching Task Scores in Early Stage Alzheimer's Disease [J].
Chang, Ya-Ting ;
Huang, Chi-Wei ;
Chen, Nai-Ching ;
Lin, Kun-Ju ;
Huang, Shu-Hua ;
Chang, Wen-Neng ;
Hsu, Shih-Wei ;
Hsu, Che-Wei ;
Chen, Hsiu-Hui ;
Chang, Chiung-Chih .
FRONTIERS IN AGING NEUROSCIENCE, 2016, 8
[10]   Emerging roles of innate and adaptive immunity in Alzheimer's disease [J].
Chen, Xiaoying ;
Holtzman, David M. .
IMMUNITY, 2022, 55 (12) :2236-2254