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Teunissen CE, Kimble L, Bayoumy S, Bolsewig K, Burtscher F, Coppens S, Das S, Gogishvili D, Fernandes Gomes B, Gómez de San José N, Mavrina E, Meda FJ, Mohaupt P, Mravinacová S, Waury K, Wojdała AL, Abeln S, Chiasserini D, Hirtz C, Gaetani L, Vermunt L, Bellomo G, Halbgebauer S, Lehmann S, Månberg A, Nilsson P, Otto M, Vanmechelen E, Verberk IMW, Willemse E, Zetterberg H. Methods to Discover and Validate Biofluid-Based Biomarkers in Neurodegenerative Dementias. Mol Cell Proteomics 2023; 22:100629. [PMID: 37557955 PMCID: PMC10594029 DOI: 10.1016/j.mcpro.2023.100629] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 07/24/2023] [Accepted: 07/31/2023] [Indexed: 08/11/2023] Open
Abstract
Neurodegenerative dementias are progressive diseases that cause neuronal network breakdown in different brain regions often because of accumulation of misfolded proteins in the brain extracellular matrix, such as amyloids or inside neurons or other cell types of the brain. Several diagnostic protein biomarkers in body fluids are being used and implemented, such as for Alzheimer's disease. However, there is still a lack of biomarkers for co-pathologies and other causes of dementia. Such biofluid-based biomarkers enable precision medicine approaches for diagnosis and treatment, allow to learn more about underlying disease processes, and facilitate the development of patient inclusion and evaluation tools in clinical trials. When designing studies to discover novel biofluid-based biomarkers, choice of technology is an important starting point. But there are so many technologies to choose among. To address this, we here review the technologies that are currently available in research settings and, in some cases, in clinical laboratory practice. This presents a form of lexicon on each technology addressing its use in research and clinics, its strengths and limitations, and a future perspective.
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Affiliation(s)
- Charlotte E Teunissen
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Neurochemistry Lab, Department of Laboratory Medicine, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands.
| | - Leighann Kimble
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; KIN Center for Digital Innovation, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Sherif Bayoumy
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Neurochemistry Lab, Department of Laboratory Medicine, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands
| | - Katharina Bolsewig
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Neurochemistry Lab, Department of Laboratory Medicine, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands
| | - Felicia Burtscher
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Salomé Coppens
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; National Measurement Laboratory at LGC, Teddington, United Kingdom
| | - Shreyasee Das
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; ADx NeuroSciences, Gent, Belgium
| | - Dea Gogishvili
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Department of Computer Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Bárbara Fernandes Gomes
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
| | - Nerea Gómez de San José
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Department of Neurology, University of Ulm, Ulm, Germany
| | - Ekaterina Mavrina
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; KIN Center for Digital Innovation, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Francisco J Meda
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
| | - Pablo Mohaupt
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; LBPC-PPC, IRMB CHU Montpellier, INM INSERM, Université de Montpellier, Montpellier, France
| | - Sára Mravinacová
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Division of Affinity Proteomics, Department of Protein Science, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
| | - Katharina Waury
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Department of Computer Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Anna Lidia Wojdała
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Sanne Abeln
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Department of Computer Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Davide Chiasserini
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Section of Physiology and Biochemistry, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Christophe Hirtz
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; LBPC-PPC, IRMB CHU Montpellier, INM INSERM, Université de Montpellier, Montpellier, France
| | - Lorenzo Gaetani
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Lisa Vermunt
- Neurochemistry Lab, Department of Laboratory Medicine, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands
| | - Giovanni Bellomo
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Section of Neurology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Steffen Halbgebauer
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Department of Neurology, University of Ulm, Ulm, Germany; German Center for Neurodegenerative Diseases (DZNE e.V.), Ulm, Germany
| | - Sylvain Lehmann
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; LBPC-PPC, IRMB CHU Montpellier, INM INSERM, Université de Montpellier, Montpellier, France
| | - Anna Månberg
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Division of Affinity Proteomics, Department of Protein Science, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
| | - Peter Nilsson
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Division of Affinity Proteomics, Department of Protein Science, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
| | - Markus Otto
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Department of Neurology, University of Ulm, Ulm, Germany; Department of Neurology, Martin-Luther-University Halle-Wittenberg, Halle, Germany
| | - Eugeen Vanmechelen
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; ADx NeuroSciences, Gent, Belgium
| | - Inge M W Verberk
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Neurochemistry Lab, Department of Laboratory Medicine, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands
| | - Eline Willemse
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Neurochemistry Lab, Department of Laboratory Medicine, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands
| | - Henrik Zetterberg
- MIRIADE Consortium, Multiomics Interdisciplinary Research Integration to Address DEmentia diagnosis, Amsterdam, The Netherlands; Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK; UK Dementia Research Institute at UCL, London, UK; Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, China; Wisconsin Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
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Chambers D, Simpson L, Neta G, Schwarz UVT, Percy-Laurry A, Aarons GA, Neta G, Brownson R, Vogel A, Stirman SW, Sherr K, Sturke R, Norton WE, Varley A, Chambers D, Vinson C, Klesges L, Heurtin-Roberts S, Massoud MR, Kimble L, Beck A, Neely C, Boggs J, Nichols C, Wan W, Staab E, Laiteerapong N, Moise N, Shah R, Essock S, Handley M, Jones A, Carruthers J, Davidson K, Peccoralo L, Sederer L, Molfenter T, Scudder A, Taber-Thomas S, Schaffner K, Herschell A, Woodward E, Pitcock J, Ritchie M, Kirchner J, Moore JE, Khan S, Rashid S, Park J, Courvoisier M, Straus S, Blonigen D, Rodriguez A, Manfredi L, Nevedal A, Rosenthal J, Smelson D, Timko C, Stadnick N, Regan J, Barnett M, Lau A, Brookman-Frazee L, Guerrero E, Fenwick K, Kong Y, Aarons G, Lengnick-Hall R, Fenwick K, Henwood B, Sayer N, Rosen C, Orazem R, Smith B, Rosen C, Zimmerman L, Lounsbury D, Rosen C, Kimerling R, Trafton JA, Lindley S, Bhargava R, Roberts H, Gibson L, Escobar GJ, Liu V, Turk B, Ragins A, Kipnis P, Gruszkowski AK, Kennedy MW, Drobek ER, Turgeman L, Milicevic AS, Hubert TL, Myaskovsky L, Tjader YC, Monte RJ, Sapnas KG, Ramly E, Lauver DR, Bartels CM, Elnahal S, Ippolito A, Peabody H, Clancy C, Cebul R, Love T, Einstadter D, Bolen S, Watts B, Yakovchenko V, Park A, Lukesh W, Miller DR, Thornton D, Drainoni ML, Gifford AL, Smith S, Kyle J, Bauer MS, Eisenberg D, Liebrecht C, Barbaresso M, Kilbourne A, Park E, Perez G, Ostroff J, Greene S, Parchman M, Austin B, Larson E, Ferreri S, Shea C, Smith M, Turner K, Bacci J, Bigham K, Curran G, Ferreri S, Frail C, Hamata C, Jankowski T, Lantaff W, McGivney MS, Snyder M, McCullough M, Gillespie C, Petrakis BA, Jones E, Park A, Lukas CV, Rose A, Shoemaker SJ, Curran G, Thomas J, Teeter B, Swan H, Teeter B, Thomas J, Curran G, Balamurugan A, Lane-Fall M, Beidas R, Di Taranti L, Buddai S, Hernandez ET, Watts J, Fleisher L, Barg F, Miake-Lye I, Olmos T, Chuang E, Rodriguez H, Kominski G, Yano B, Shortell S, Hook M, Fleisher L, Fiks A, Halkyard K, Gruver R, Sykes E, Vesco K, Beadle K, Bulkley J, Stoneburner A, Leo M, Clark A, Smith J, Smyser C, Wolf M, Trivedi S, Hackett B, Rao R, Cole FS, McGonigle R, Donze A, Proctor E, Mathur A, Sherr K, Gakidou E, Gloyd S, Audet C, Salato J, Vermund S, Amico R, Smith S, Nyirandagijimana B, Mukasakindi H, Rusangwa C, Franke M, Raviola G, Cummings M, Goldberg E, Mwaka S, Kabajaasi O, Cattamanchi A, Katamba A, Jacob S, Kenya-Mugisha N, Davis JL, Reed J, Ramaswamy R, Parry G, Sax S, Kaplan H, Huang KY, Cheng S, Yee S, Hoagwood K, McKay M, Shelley D, Ogedegbe G, Brotman LM, Kislov R, Humphreys J, Harvey G, Wilson P, Lieberthal R, Payton C, Sarfaty M, Valko G, Bolton R, Lukas CV, Hartmann C, Mueller N, Holmes SK, Bokhour B, Ono S, Crabtree B, Gordon L, Miller W, Balasubramanian B, Solberg L, Cohen D, McGraw K, Blatt A, Pittman D, McCullough M, Hartmann C, Kales H, Berlowitz D, Hudson T, Gillespie C, Helfrich C, Finley E, Garcia A, Rosen K, Tami C, McGeary D, Pugh MJ, Potter JS, Helfrich C, Stryczek K, Au D, Zeliadt S, Sayre G, Gillespie C, Leeman J, Myers A, Grant J, Wangen M, Queen T, Morshed A, Dodson E, Tabak R, Brownson RC, Sheldrick RC, Mackie T, Hyde J, Leslie L, Yanovitzky I, Weber M, Gesualdo N, Kristensen T, Stanick C, Halko H, Dorsey C, Powell B, Weiner B, Lewis C, Powell B, Weiner B, Stanick C, Halko H, Dorsey C, Lewis C, Weiner B, Dorsey C, Stanick C, Halko H, Powell B, Lewis C, Stirman SW, Carreno P, Mallard K, Masina T, Monson C, Swindle T, Curran G, Patterson Z, Whiteside-Mansell L, Hanson R, Saunders B, Schoenwald S, Moreland A, Birken S, Powell B, Presseau J, Miake-Lye I, Ganz D, Mittman B, Delevan D, Finley E, Hill JN, Locatelli S, Bokhour B, Fix G, Solomon J, Mueller N, Lavela SL, Scott V, Scaccia J, Alia K, Skiles B, Wandersman A, Wilson P, Sales A, Roberts M, Kennedy A, Chambers D, Khoury MJ, Sperber N, Orlando L, Carpenter J, Cavallari L, Denny J, Elsey A, Fitzhenry F, Guan Y, Horowitz C, Johnson J, Madden E, Pollin T, Pratt V, Rakhra-Burris T, Rosenman M, Voils C, 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Gazmararian J, Marques L, Dixon L, Ahles E, Valentine S, Monson C, Shtasel D, Stirman SW, Parra-Cardona R, Northridge M, Kavathe R, Zanowiak J, Wyatt L, Singh H, Islam N, Monteban M, Freedman D, Bess K, Walsh C, Matlack K, Flocke S, Baily H, Harden S, Ramalingam N, Alia K, Scaccia J, Scott V, Ramaswamy R, Wandersman A, Gold R, Cottrell E, Hollombe C, Dambrun K, Bunce A, Middendorf M, Dearing M, Cowburn S, Mossman N, Melgar G, Hopfer S, Hecht M, Ray A, Miller-Day M, BeLue R, Zimet G, Nelson EL, Kuhlman S, Doolittle G, Krebill H, Spaulding A, Levin T, Sanchez M, Landau M, Escobar P, Minian N, Selby P, Noormohamed A, Zawertailo L, Baliunas D, Giesbrecht N, Le Foll B, Samokhvalov A, Meisel Z, Polsky D, Schackman B, Mitchell J, Sevarino K, Gimbel S, Mwanza M, Nisingizwe MP, Michel C, Hirschhorn L, Lane-Fall M, Beidas R, Di Taranti L, Choudhary M, Thonduparambil D, Fleisher L, Barg F, Meissner P, Pinnock H, Barwick M, Carpenter C, Eldridge S, Grandes-Odriozola G, Griffiths C, Rycroft-Malone J, Murray E, Patel A, Sheikh A, Taylor SJC, Mittman B, Guilliford M, Pearce G, Korngiebel D, West K, Burke W, Hannon P, Harris J, Hammerback K, Kohn M, Chan GKC, Mafune R, Parrish A, Helfrich C, Beresford S, Pike KJ, Shelton R, Jandorf L, Erwin D, Charles TA, Parchman M, Baldwin LM, Ike B, Fickel J, Lind J, Cowper D, Fleming M, Sadler A, Dye M, Katzburg J, Ong M, Tubbesing S, McCullough M, Simmons M, Yakovchenko V, Harnish A, Gabrielian S, McInnes K, Smith J, Smelson D, Ferrand J, Torres E, Green A, Aarons G, Bradbury AR, Patrick-Miller LJ, Egleston BL, Domchek SM, Olopade OI, Hall MJ, Daly MB, Fleisher L, Grana G, Ganschow P, Fetzer D, Brandt A, Chambers R, Clark DF, Forman A, Gaber RS, Gulden C, Horte J, Long J, Lucas T, Madaan S, Mattie K, McKenna D, Montgomery S, Nielsen S, Powers J, Rainey K, Rybak C, Seelaus C, Stoll J, Stopfer J, Yao XS, Savage M, Miech E, Damush T, Rattray N, Myers J, Homoya B, Winseck K, Klabunde C, Langer D, Aggarwal A, Neilson E, Gunderson L, Escobar GJ, Gardner M, O’Sulleabhain L, Kroenke C, Liu V, Kipnis P. Proceedings from the 9th annual conference on the science of dissemination and implementation. Implement Sci 2017. [PMCID: PMC5414666 DOI: 10.1186/s13012-017-0575-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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