Multi-Omic Blood Biomarkers as Dynamic Risk Predictors in Late-Onset Alzheimer's Disease

被引:5
作者
Bhalala, Oneil G. [1 ,2 ]
Watson, Rosie [1 ,3 ]
Yassi, Nawaf [1 ,2 ,3 ]
机构
[1] Walter & Eliza Hall Inst Med Res, Populat Hlth & Immun Div, Parkville 3052, Australia
[2] Univ Melbourne, Royal Melbourne Hosp, Melbourne Brain Ctr, Dept Neurol, Parkville 3050, Australia
[3] Univ Melbourne, Royal Melbourne Hosp, Dept Med, Parkville 3050, Australia
关键词
Alzheimer's disease; genomics; proteomics; metabolomics; risk prediction; PLASMA NEUROFILAMENT LIGHT; PHOSPHORYLATED TAU 181; CHAIN AMINO-ACIDS; AMYLOID-BETA; POLYGENIC RISK; DIAGNOSTIC PERFORMANCE; HAZARD SCORES; SOLUBLE TREM2; ASSOCIATION; DEMENTIA;
D O I
10.3390/ijms25021231
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
Late-onset Alzheimer's disease is the leading cause of dementia worldwide, accounting for a growing burden of morbidity and mortality. Diagnosing Alzheimer's disease before symptoms are established is clinically challenging, but would provide therapeutic windows for disease-modifying interventions. Blood biomarkers, including genetics, proteins and metabolites, are emerging as powerful predictors of Alzheimer's disease at various timepoints within the disease course, including at the preclinical stage. In this review, we discuss recent advances in such blood biomarkers for determining disease risk. We highlight how leveraging polygenic risk scores, based on genome-wide association studies, can help stratify individuals along their risk profile. We summarize studies analyzing protein biomarkers, as well as report on recent proteomic- and metabolomic-based prediction models. Finally, we discuss how a combination of multi-omic blood biomarkers can potentially be used in memory clinics for diagnosis and to assess the dynamic risk an individual has for developing Alzheimer's disease dementia.
引用
收藏
页数:27
相关论文
共 228 条
[1]   A genome-wide association study for late-onset Alzheimer's disease using DNA pooling [J].
Abraham, Richard ;
Moskvina, Valentina ;
Sims, Rebecca ;
Hollingworth, Paul ;
Morgan, Angharad ;
Georgieva, Lyudmila ;
Dowzell, Kimberley ;
Cichon, Sven ;
Hillmer, Axel M. ;
O'Donovan, Michael C. ;
Williams, Julie ;
Owen, Michael J. ;
Kirov, George .
BMC MEDICAL GENOMICS, 2008, 1 (1)
[2]   Plasma p-tau217 predicts in vivo brain pathology and cognition in autosomal dominant Alzheimer's disease [J].
Aguillon, David ;
Langella, Stephanie ;
Chen, Yinghua ;
Sanchez, Justin S. ;
Su, Yi ;
Vila-Castelar, Clara ;
Vasquez, Daniel ;
Zetterberg, Henrik ;
Hansson, Oskar ;
Dage, Jeffrey L. ;
Janelidze, Shorena ;
Chen, Kewei ;
Fox-Fuller, Joshua T. ;
Aduen, Paula ;
Martinez, Jairo E. ;
Garcia, Gloria ;
Baena, Ana ;
Guzman, Claudia ;
Johnson, Keith A. ;
Sperling, Reisa A. ;
Blennow, Kaj ;
Reiman, Eric M. ;
Lopera, Francisco ;
Quiroz, Yakeel T. .
ALZHEIMERS & DEMENTIA, 2022, :2585-2594
[3]   Plasma biomarkers for Alzheimer's disease: a field-test in a memory clinic [J].
Altomare, Daniele ;
Stampacchia, Sara ;
Ribaldi, Federica ;
Tomczyk, Szymon ;
Chevalier, Claire ;
Poulain, Geraldine ;
Asadi, Saina ;
Bancila, Bianca ;
Marizzoni, Moira ;
Martins, Marta ;
Lathuiliere, Aurelien ;
Scheffler, Max ;
Ashton, Nicholas J. ;
Zetterberg, Henrik ;
Blennow, Kaj ;
Kern, Ilse ;
Frias, Miguel ;
Garibotto, Valentina ;
Frisoni, Giovanni B. .
JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2023, 94 (06) :420-427
[4]  
alzforum, AlzBiomarker
[5]   Sex and APOE ε4 genotype modify the Alzheimer's disease serum metabolome [J].
Arnold, Matthias ;
Nho, Kwangsik ;
Kueider-Paisley, Alexandra ;
Massaro, Tyler ;
Huynh, Kevin ;
Brauner, Barbara ;
MahmoudianDehkordi, Siamak ;
Louie, Gregory ;
Moseley, M. Arthur ;
Thompson, J. Will ;
St John-Williams, Lisa ;
Tenenbaum, Jessica D. ;
Blach, Colette ;
Chang, Rui ;
Brinton, Roberta D. ;
Baillie, Rebecca ;
Han, Xianlin ;
Trojanowski, John Q. ;
Shaw, Leslie M. ;
Martins, Ralph ;
Weiner, Michael W. ;
Trushina, Eugenia ;
Toledo, Jon B. ;
Meikle, Peter J. ;
Bennett, David A. ;
Krumsiek, Jan ;
Doraiswamy, P. Murali ;
Saykin, Andrew J. ;
Kaddurah-Daouk, Rima ;
Kastenmueller, Gabi .
NATURE COMMUNICATIONS, 2020, 11 (01)
[6]   Comparison of plasma and CSF biomarkers in predicting cognitive decline [J].
Aschenbrenner, Andrew J. ;
Li, Yan ;
Henson, Rachel L. ;
Volluz, Katherine ;
Hassenstab, Jason ;
Verghese, Philip ;
West, Tim ;
Meyer, Matthew R. ;
Kirmess, Kristopher M. ;
Fagan, Anne M. ;
Xiong, Chengjie ;
Holtzman, David ;
Morris, John C. ;
Bateman, Randall J. ;
Schindler, Suzanne E. .
ANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGY, 2022, 9 (11) :1739-1751
[7]   Differential roles of Aβ42/40, p-tau231 and p-tau217 for Alzheimer's trial selection and disease monitoring [J].
Ashton, Nicholas J. ;
Janelidze, Shorena ;
Mattsson-Carlgren, Niklas ;
Binette, Alexa Pichet ;
Strandberg, Olof ;
Brum, Wagner S. ;
Karikari, Thomas K. ;
Gonzalez-Ortiz, Fernando ;
Di Molfetta, Guglielmo ;
Meda, Francisco J. ;
Jonaitis, Erin M. ;
Koscik, Rebecca Langhough ;
Cody, Karly ;
Betthauser, Tobey J. ;
Li, Yan ;
Vanmechelen, Eugeen ;
Palmqvist, Sebastian ;
Stomrud, Erik ;
Bateman, Randall J. ;
Zetterberg, Henrik ;
Johnson, Sterling C. ;
Blennow, Kaj ;
Hansson, Oskar .
NATURE MEDICINE, 2022, 28 (12) :2555-+
[8]   Plasma and CSF biomarkers in a memory clinic: Head-to-head comparison of phosphorylated tau immunoassays [J].
Ashton, Nicholas J. ;
Puig-Pijoan, Albert ;
Mila-Aloma, Marta ;
Fernandez-Lebrero, Aida ;
Garcia-Escobar, Greta ;
Gonzalez-Ortiz, Fernando ;
Kac, Przemyslaw R. ;
Brum, Wagner S. ;
Benedet, Andrea L. ;
Lantero-Rodriguez, Juan ;
Day, Theresa A. ;
Vanbrabant, Jeroen ;
Stoops, Erik ;
Vanmechelen, Eugeen ;
Triana-Baltzer, Gallen ;
Moughadam, Setareh ;
Kolb, Hartmuth ;
Ortiz-Romero, Paula ;
Karikari, Thomas K. ;
Minguillon, Carolina ;
Sanchez, Juan Jose Hernandez ;
Navalpotro-Gomez, Irene ;
Grau-Rivera, Oriol ;
Manero, Rosa Maria ;
Puente-Periz, Victor ;
de la Torre, Rafael ;
Roquer, Jaume ;
Dage, Jeff L. ;
Zetterberg, Henrik ;
Blennow, Kaj ;
Suarez-Calvet, Marc .
ALZHEIMERS & DEMENTIA, 2023, 19 (05) :1913-1924
[9]   A multicentre validation study of the diagnostic value of plasma neurofilament light [J].
Ashton, Nicholas J. ;
Janelidze, Shorena ;
Al Khleifat, Ahmad ;
Leuzy, Antoine ;
van der Ende, Emma L. ;
Karikari, Thomas K. ;
Benedet, Andrea L. ;
Pascoal, Tharick A. ;
Lleo, Alberto ;
Parnetti, Lucilla ;
Galimberti, Daniela ;
Bonanni, Laura ;
Pilotto, Andrea ;
Padovani, Alessandro ;
Lycke, Jan ;
Novakova, Lenka ;
Axelsson, Markus ;
Velayudhan, Latha ;
Rabinovici, Gil D. ;
Miller, Bruce ;
Pariante, Carmine ;
Nikkheslat, Naghmeh ;
Resnick, Susan M. ;
Thambisetty, Madhav ;
Scholl, Michael ;
Fernandez-Eulate, Gorka ;
Gil-Bea, Francisco J. ;
Lopez de Munain, Adolfo ;
Al-Chalabi, Ammar ;
Rosa-Neto, Pedro ;
Strydom, Andre ;
Svenningsson, Per ;
Stomrud, Erik ;
Santillo, Alexander ;
Aarsland, Dag ;
van Swieten, John C. ;
Palmqvist, Sebastian ;
Zetterberg, Henrik ;
Blennow, Kaj ;
Hye, Abdul ;
Hansson, Oskar .
NATURE COMMUNICATIONS, 2021, 12 (01)
[10]   Plasma p-tau231: a new biomarker for incipient Alzheimer's disease pathology [J].
Ashton, Nicholas J. ;
Pascoal, Tharick A. ;
Karikari, Thomas K. ;
Benedet, Andrea L. ;
Lantero-Rodriguez, Juan ;
Brinkmalm, Gunnar ;
Snellman, Anniina ;
Scholl, Michael ;
Troakes, Claire ;
Hye, Abdul ;
Gauthier, Serge ;
Vanmechelen, Eugeen ;
Zetterberg, Henrik ;
Rosa-Neto, Pedro ;
Blennow, Kaj .
ACTA NEUROPATHOLOGICA, 2021, 141 (05) :709-724