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Cerebrospinal fluid proteomic profiling of cognitively unimpaired individuals with suspected non-Alzheimer's disease pathophysiology

Aurore Delvenne*, Johan Gobom, Lianne M. Reus, Valerija Dobricic, Mara Ten Kate, Suzanne E. Schindler, Inez Ramakers, Betty M. Tijms, Rik Vandenberghe, Jolien Schaeverbeke, Pablo Martinez-Lage, Mikel Tainta, Charlotte E. Teunissen, Julius Popp, Gwendoline Peyratout, Magda Tsolaki, Yvonne Freund-Levi, Simon Lovestone, Johannes Streffer, Frederik BarkhofLars Bertram, Kaj Blennow, Henrik Zetterberg, Pieter Jelle Visser, Stephanie J.B. Vos

*Korrespondierende/r Autor/-in für diese Arbeit

Abstract

Suspected non-Alzheimer's disease pathophysiology (SNAP) is a biomarker-based concept describing individuals with abnormal tau and/or neurodegeneration markers but normal amyloid levels. SNAP is common in individuals with normal cognition (NC), but its underlying pathophysiology is understudied, while being relevant for clinical trial design and treatment approaches. We aimed to investigate the pathophysiology of individuals with NC who are amyloid-negative and tau-positive (SNAP) through cerebrospinal fluid (CSF) proteomics. Two hundred and ninety-one individuals with NC were classified based on CSF amyloid β1-42 and phosphorylated tau 181, as amyloid-negative/tau-negative (controls), amyloid-negative/tau-positive (SNAP), amyloid-positive/tau-negative and amyloid-positive/tau-positive. We measured 3102 proteins in CSF using tandem mass tag proteomic analyses. We compared protein abundance between groups using analysis of covariance and identified enriched biological pathways using Gene Ontology. We also examined differences between groups in genetic risk for Alzheimer's disease, estimated using polygenic risk scores based on genome-wide association study data. SNAP individuals with NC showed mostly increased protein levels (n = 360) compared with controls, mainly associated with neuroplasticity, angiogenesis, and protein modification and degradation. The proteomic profile of SNAP was similar to that of amyloid-positive/tau-positive individuals, while distinct from amyloid-positive/tau-negative individuals, who showed mainly decreased proteins associated with neuroplasticity. Higher levels of amyloid β1-40 and amyloid β1-42 were observed in SNAP compared with the three other groups. Polygenic risk scores analyses showed no significant differences between SNAP, amyloid-positive/tau-negative, and amyloid-positive/tau-positive individuals, while SNAP showed some genetic differences from controls, which were driven by APOE. Individuals with NC and SNAP or amyloid-positive/tau-positive status showed similar CSF proteomic profiles, while amyloid-positive/tau-negative individuals showed a distinct CSF proteomic profile. This suggests that tau, rather than amyloid, might be the main driver of the proteomic profiles in SNAP and other amyloid/tau subgroups. This may have implications for future proteomic studies and clinical trial design, as these findings highlight the importance of considering tau status in future studies.

OriginalspracheEnglisch
Aufsatznummerfcaf253
ZeitschriftBrain Communications
Jahrgang7
Ausgabenummer4
ISSN2632-1297
DOIs
PublikationsstatusVeröffentlicht - 2025

Fördermittel

The present study was supported by the Memorabel programme of ZonMw (the Netherlands Organisation for Health Research and Development) grant numbers 733050502 and 7330505021, Janssen Pharmaceutica N.V., and European Medical Information Framework for Alzheimer's disease (EMIF-AD). The EMIF-AD project has received support from the Innovative Medicines Initiative (IMI) Joint Undertaking (JU) under EMIF grant agreement n° 115372, resources of which are composed of financial contribution from the European Union's Seventh Framework Programme (FP7/2007-2013) and European Federation of Pharmaceutical Industries and Associations (EFPIA) companies’ in-kind contribution. The DESCRIPA (Development of Screening Guidelines and Clinical Criteria for Predementia Alzheimer's Disease) study was funded by the European Commission within the 5th framework programme (QLRT-2001- 2455). The EDAR (Beta amyloid oligomers in the early diagnosis of A.D. and as marker for treatment response) study was funded by the European Commission within the 5th framework programme (contract # 37670). San Sebastian GAP study is partially funded by the Department of Health of the Basque Government (allocation 17.0.1.08.12.0000.2.454.01.41142.001.H), Provincial Government of Gipuzkoa (124/16), Kutxa Fundazioa, and by the Carlos III Institute of Health (PI15/00919, PN de I+D+I 2013-2016). The Lausanne study was funded by a grant from the Swiss National Research Foundation (SNF 320030_141179). Collection of data from the Knight Alzheimer Disease Research Centre was supported by National Institute on Aging grants K23AG053426, P30AG066444, P01AG003991, and P01AG026276. F.B. is supported by the National Institute for Health and Care Research (NIHR) biomedical research centre at University College London Hospitals. H.Z. is a Wallenberg Scholar and a Distinguished Professor at the Swedish Research Council supported by grants from the Swedish Research Council (#2023-00356; #2022-01018 and #2019-02397), the European Union’s Horizon Europe research and innovation programme under grant agreement No 101053962, Swedish State Support for Clinical Research (#ALFGBG-71320), the Alzheimer Drug Discovery Foundation (ADDF), USA (#201809-2016862), the A.D. Strategic Fund and the Alzheimer's Association (#ADSF-21-831376-C, #ADSF-21-831381-C, #ADSF-21-831377-C, and #ADSF-24-1284328-C), the Bluefield Project, Cure Alzheimer’s Fund, the Olav Thon Foundation, the Erling-Persson Family Foundation, Stiftelsen för Gamla Tjänarinnor, Hjärnfonden, Sweden (#FO2022-0270), the European Union’s Horizon 2020 research and innovation programme under the HORIZON Europe Marie Skłodowska-Curie Actions grant agreement No 860197 (MIRIADE), the EU Joint Programme—Neurodegenerative Disease Research (JPND2021-00694), the National Institute for Health and Care Research University College London Hospitals Biomedical Research Centre, and the UK Dementia Research Institute at University College London (UKDRI-1003). A.D. received funding from Alzheimer Nederland (grant number WE.15-2022-01). J.G. has nothing to disclose. S.E.S. has analyzed data provided by C2N Diagnostics to Washington University. She has served on scientific advisory boards for Eisai. M.t.K. has nothing to disclose. L.M.R. was funded by the Memorabel fellowship (ZonMW (the Netherlands Organisation for Health Research and Development) projectnumber: 10510022110012). V.D. has nothing to disclose. B.M.T. has nothing to disclose. TLSB has investigator-initiated research funding from the National Institutes of Health, the Alzheimer’s Association, the Barnes-Jewish Hospital Foundation and Siemens. She participates as a site investigator in clinical trials sponsored by Avid Radiopharmaceuticals, Eli Lilly, Biogen, Eisai, Janssen, and Roche. She serves as a consultant to Biogen, Lilly, Eisai, and Siemens. CC has nothing to disclose. C.E.T. has nothing to disclose. I.R. has nothing to disclose. P.M.-L. has nothing to disclose. M.T. has nothing to disclose. R.V.’s institution has clinical trial agreements (R.V. as PI) with Alector, Biogen, Denali, Eli Lilly, Johnson & Johnson and UCB (Union Chimique Belge). R.V.’s institution has consultancy agreements (R.V. as Data Safety Monitoring Board member) with AC Immune. J.S. is a senior postdoctoral fellow [12Y1623N] of FWO (Research Foundation Flanders). J.S. receives funding from Stichting Alzheimer Onderzoek [SAO-FRA 2021/0022]. S.E.S. has nothing to disclose. EDR has nothing to disclose. J.P. served as a consultant and at advisory boards for the Nestlé Institute of Health Sciences, Ono Pharma, OM Pharma, Schwabe Pharma, Lilly, Roche, and Fujirebio Europe. All his disclosures are unrelated to the present work. The VD cohort was supported by grants from the Swiss National Research Foundation (SNF 320030_204886), Synapsis Foundation—Dementia Research Switzerland (Grant number 2017-PI01). G.P. has nothing to disclose. M.T. has nothing to disclose. Y.F.-L. has nothing to disclose. S.L. has nothing to disclose. J.S. has nothing to disclose. F.B. is a steering committee or Data Safety Monitoring Board member for Biogen, Merck, Eisai and Prothena, an advisory board member for Combinostics, Scottish Brain Sciences, a consultant for Roche, Celltrion, Rewind Therapeutics, Merck, Bracco. F.B. has research agreements with Alzheimer's Disease Data Initiative, Merck, Biogen, GE Healthcare, Roche. F.B. is co-founder and shareholder of Queen Square Analytics LTD. L.B. has nothing to disclose. K.B. has served as a consultant and at advisory boards for AC Immune, Acumen, ALZPath, AriBio, BioArctic, Biogen, Eisai, Lilly, Moleac Pte. Ltd, Novartis, Ono Pharma, Prothena, Roche Diagnostics, and Siemens Healthineers; has served at data monitoring committees for Julius Clinical and Novartis; has given lectures, produced educational materials and participated in educational programmes for AC Immune, Biogen, Celdara Medical, Eisai and Roche Diagnostics; and is a co-founder of Brain Biomarker Solutions in Gothenburg AB (BBS), which is a part of the GU Ventures Incubator Programme, outside the work presented in this paper. H.Z. has served at scientific advisory boards and/or as a consultant for Abbvie, Acumen, Alector, Alzinova, ALZPath, Amylyx, Annexon, Apellis, Artery Therapeutics, AZTherapies, Cognito Therapeutics, CogRx, Denali, Eisai, Merry Life, Nervgen, Novo Nordisk, Optoceutics, Passage Bio, Pinteon Therapeutics, Prothena, Red Abbey Labs, reMYND, Roche, Samumed, Siemens Healthineers, Triplet Therapeutics, and Wave, has given lectures in symposia sponsored by Alzecure, Biogen, Cellectricon, Fujirebio, Lilly, Novo Nordisk, and Roche, and is a co-founder of Brain Biomarker Solutions in Gothenburg AB (BBS), which is a part of the GU Ventures Incubator Programme (outside submitted work). P.J.V. received funding from the European Commission, IMI 2 Joint Undertaking (JU), AMYPAD, grant n° 115952; European Commission, IMI 2 JU, RADAR-AD, grant n°806999; European Commission, IMI 2 JU, EPND, grant n°101034344. The IMI JU receives support from the European Union’s Horizon 2020 research and innovation programme and EFPIA. P.J.V. received also funding from Zon-MW, Redefining Alzheimer's disease, grant n°733050824736; and Biogen (Amyloid biomarker study group). Grants were paid to the university. S.J.B.V. received funding from ZonMW (the Netherlands Organisation for Health Research and Development; SNAP VIMP grant n°7330505021), Stichting Adriana van Rinsum-Ponssen, and the European Platform for Neurodegenerative Diseases (EPND) project, which received funding from the European Commision, IMI 2 Joint Undertaking (JU) under grant agreement n°101034344. The IMI JU receives support from the European Union’s Horizon 2020 research and innovation programme and European Federation of Pharmaceutical Industries and Associations.

TrägerTrägernummer
University College LondonUKDRI-1003
European Medical Information Framework for Alzheimer's disease
Alzheimer's Association
European Platform for Neurodegenerative Diseases
European Federation of Pharmaceutical Industries and Associations
Memorabel programme of ZonMw
Familjen Erling-Perssons Stiftelse
Stichting Adriana van Rinsum-Ponssen
Seventh Framework Programme
Bluefield Project
National Institutes of Health
European Commision
National Institute for Health and Care Research
Alzheimer's Association
European Union's Horizon 2020 research and innovation programme
Department of Health of the Basque Government
EFPIA
Institut für Medizinische Informatik
Janssen Pharmaceutica
Siemens CT
Olav Thon Stiftelsen
Cure Alzheimer's Fund
Foundation for Barnes-Jewish Hospital
Biogen
ZonMw733050502, 10510022110012
Horizon 2020
European Commission
Vetenskapsrådet2022-01018, 2019-02397, 2023-00356
Redefining Alzheimer's disease733050824736
Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung320030_141179, 320030_204886
HORIZON EUROPE Marie Sklodowska-Curie Actions860197
National Institute on AgingK23AG053426, P01AG003991, P30AG066444, P01AG026276
EU Joint Programme – Neurodegenerative Disease ResearchJPND2021-00694
European Commission-71320, 101053962
Fifth Framework ProgrammeQLRT-2001- 2455
Stichting Alzheimer OnderzoekSAO-FRA 2021/0022
Alzheimer's Drug Discovery Foundation201809-2016862
Synapsis Foundation – Dementia Research Switzerland2017-PI01
EDAR37670
SNAP VIMP7330505021
Innovative Medicines Initiative115372
AMYPADIMI 2 JU, 101034344, 806999, 115952
Stiftelsen för Gamla Tjänarinnor, Hjärnfonden, Sweden#FO2022-0270

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