Evidence map›Paper›PMID 41343108›Full record

ArticleBrain : a journal of neurology2026

Distinct proteomic CSF profiles in genetic frontotemporal lobar degeneration.

Julie F H De Houwer, Elise G Dopper, Renee van Buuren, Marijke Stokkel, Liset de Boer, Tine Swartenbroekx, Pam A Boesjes, Ana Rajicic, Aitana Sogorb-Esteve, Arabella Bouzigues and 36 more

Abstract read
In one paragraph

Article in Brain : a journal of neurology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

46 authors.

Julie F H De HouwerDepartment of Neurology and Alzheimer Centre, Erasmus MC University Medical Centre, Rotterdam 3015 GD, The Netherlands.
Elise G DopperDepartment of Neurology and Alzheimer Centre, Erasmus MC University Medical Centre, Rotterdam 3015 GD, The Netherlands.
Renee van BuurenDepartment of Neurology and Alzheimer Centre, Erasmus MC University Medical Centre, Rotterdam 3015 GD, The Netherlands.
Marijke StokkelNeurodegeneration, Amsterdam Neuroscience, Amsterdam 1081 HV, The Netherlands.
Liset de BoerDepartment of Neurology and Alzheimer Centre, Erasmus MC University Medical Centre, Rotterdam 3015 GD, The Netherlands.
Tine SwartenbroekxDepartment of Neurology and Alzheimer Centre, Erasmus MC University Medical Centre, Rotterdam 3015 GD, The Netherlands.
Pam A BoesjesDepartment of Neurology and Alzheimer Centre, Erasmus MC University Medical Centre, Rotterdam 3015 GD, The Netherlands.
Ana RajicicDepartment of Neurology and Alzheimer Centre, Erasmus MC University Medical Centre, Rotterdam 3015 GD, The Netherlands.ORCID 0009-0003-6399-8170
Aitana Sogorb-EsteveDementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London WC1N 3AR, UK.
Arabella BouziguesDementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London WC1N 3AR, UK.ORCID 0000-0002-0267-8590
Lucy L RussellDementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London WC1N 3AR, UK.
Phoebe H FosterDementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London WC1N 3AR, UK.
Eve Ferry-BolderDementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London WC1N 3AR, UK.
John C van SwietenDepartment of Neurology and Alzheimer Centre, Erasmus MC University Medical Centre, Rotterdam 3015 GD, The Netherlands.
Lize C JiskootDepartment of Neurology and Alzheimer Centre, Erasmus MC University Medical Centre, Rotterdam 3015 GD, The Netherlands.ORCID 0000-0002-1120-1858
Raquel Sanchez-ValleAlzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic, Institut d'Investigacións Biomèdiques August Pi I Sunyer, University of Barcelona, Barcelona 08036, Spain.ORCID 0000-0001-7750-896X
Robert LaforceClinique Interdisciplinaire de Mémoire, Département des Sciences Neurologiques, CHU de Québec, and Faculté de Médecine, Université Laval, Québec, QC, Canada G1V 4G2.
Caroline GraffDepartment of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Division of Neurogeriatrics, Bioclinicum, Karolinska Institutet, Solna 171 65, Sweden.ORCID 0000-0002-9949-2951
Daniela GalimbertiDepartment of Biomedical, Surgical and Dental Sciences, University of Milan, Milan 20122, Italy.
Rik VandenbergheLaboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven 3000, Belgium.ORCID 0000-0001-6237-2502
Alexandre de MendonçaFaculty of Medicine, University of Lisbon, Lisbon 1649-028, Portugal.
Pietro TiraboschiFondazione IRCCS Istituto Neurologico Carlo Besta, Milano 20133, Italy.
Isabel SantanaNeurology Service, Faculty of Medicine, University Hospital of Coimbra (HUC), University of Coimbra, Coimbra 3004-531, Portugal.
Alexander GerhardDivision of Psychology Communication and Human Neuroscience, Wolfson Molecular Imaging Centre, University of Manchester, Manchester M20 3LJ, UK.ORCID 0000-0002-8071-6062
Johannes LevinDepartment of Neurology, Ludwig-Maximilians Universität München, Munich 80802, Germany.ORCID 0000-0001-5092-4306
Benedetta NacmiasDepartment of Neurofarba, University of Florence, Florence 50139, Italy.
Markus OttoDepartment of Neurology, University of Ulm, Ulm 45 89081, Germany.
Maxime BertouxLille Neuroscience & Cognition U1172, University of Lille, Inserm, CHU Lille, Lille 59000, France.ORCID 0000-0002-5283-503X
Thibaud LebouvierLille Neuroscience & Cognition U1172, University of Lille, Inserm, CHU Lille, Lille 59000, France.
Simon DucharmeDouglas Mental Health University Institute, Department of Psychiatry, McGill University, Montreal, QC, Canada H4H 1R3.ORCID 0000-0002-7309-1113
Chris R ButlerNuffield Department of Clinical Neurosciences, Medical Sciences Division, University of Oxford, Oxford OX3 7JX, UK.ORCID 0000-0002-7502-9284
Isabelle Le BerParis Brain Institute - Institut du Cerveau - ICM, Inserm U1127, CNRS UMR 7225, AP-HP - Hôpital Pitié-Salpêtrière, Sorbonne Université, Paris 75013, France.
Elizabeth FingerDepartment of Clinical Neurological Sciences, University of Western Ontario, London, ON, Canada N6A 3K7.ORCID 0000-0003-4461-7427
Maria Carmela TartagliaTanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, ON, Canada M5G 1E8.
Mario MasellisSunnybrook Health Sciences Centre, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada M4N 3M5.
James B RoweDepartment of Clinical Neurosciences and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge CB2 3EB, UK.
Matthis SynofzikDepartment of Neurodegenerative Diseases, Hertie-Institute for Clinical Brain Research and Center of Neurology, University of Tübingen, Tübingen 72076, Germany.ORCID 0000-0002-2280-7273
Fermin MorenoCognitive Disorders Unit, Department of Neurology, Hospital Universitario Donostia, San Sebastian 20014, Spain.
Barbara BorroniDepartment of Clinical and Experimental Sciences, University of Brescia, Brescia 15-25121, Italy.ORCID 0000-0001-9340-9814
Henrik ZetterbergDementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London WC1N 3AR, UK.ORCID 0000-0003-3930-4354
Jonathan D RohrerDementia Research Centre, Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, University College London, London WC1N 3AR, UK.
Betty M TijmsNeurodegeneration, Amsterdam Neuroscience, Amsterdam 1081 HV, The Netherlands.ORCID 0000-0002-2612-1797
Yolande A L PijnenburgNeurodegeneration, Amsterdam Neuroscience, Amsterdam 1081 HV, The Netherlands.
Charlotte TeunissenNeurodegeneration, Amsterdam Neuroscience, Amsterdam 1081 HV, The Netherlands.ORCID 0000-0002-4061-0837
Harro SeelaarDepartment of Neurology and Alzheimer Centre, Erasmus MC University Medical Centre, Rotterdam 3015 GD, The Netherlands.ORCID 0000-0003-1989-7527
GENFI Consortium Members

Funding

AD Strategic FundAlzheimer Drug Discovery Foundation #201809-2016862Alzheimer FoundationAlzheimer Nederland WE.03-2022-07Alzheimer Nederland WE.09-2022-05Alzheimer's Association #ADSF-21-831376-CAlzheimer's Association #ADSF-21-831377-CAlzheimer's Association #ADSF-21-831381-CAlzheimer's Association #ADSF-24-1284328-CAlzheimer's Research UK ARUK-CRF2017B-2Association for Frontotemporal Dementia 2009Bluefield ProjectBrain FoundationBrain Research UKCambridge Centre for Frontotemporal DementiaCanadian Institute of Health ResearchCarlos III Health Institute PI19/01637Cure Alzheimer's FundDementia FoundationDeutsche ForschungsgemeinschaftDioraphte Foundation 09-02-03-00Erling-Persson Family FoundationEU Joint Programme - Neurodegenerative Disease Research 2019-02248EU Joint Programme - Neurodegenerative Disease Research 529-2014-7504EU Joint Programme - Neurodegenerative Disease Research JPND2021-00694European Partnership on MetrologyEuropean Union's Horizon 2020 research and innovation programmeFamiljen Rönströms StiftelseFonds de recherche du QuébecFundació la Marató de TV3 20143810Gieskes Strijbis FondsH2020 Marie Skłodowska-Curie ActionsHjärnfonden #FO2022-0270Horizon Europe #22HLT07Italian Ministry of Health 733051042Joint Programme - Neurodegenerative Disease Research 2019-02248Joint Programme - Neurodegenerative Disease Research 733051109Mady Browaeys FundMedical Research Council MC_UU_00030/14Medical Research Council MR/M008525/1Medical Research Council MR/T033371/1Michael J. Fox FoundationNational Institute for Health and Care ResearchNational Institute for Health Research Cambridge Biomedical Research Centre NIHR203312National Institute of HealthNetherlands Organization for Scientific Research HCMI 056-13-018Olav Thon FoundationOntario Brain InstituteRegion StockholmSchörling FoundationStiftelsen för Gamla TjänarinnorSwedish FTD InitiativeSwedish Research Council #2019-02397Swedish Research Council #2022-01018Swedish Research Council #2023-00356Swedish State Support for Clinical Research (#ALFGBG-71320Tannenbaum Institute for Science in SportTau ConsortiumUCLH Biomedical Research CentreUK Dementia Research Institute UKDRI-1003Vetenskapsrådet 2015-02926Vetenskapsrådet 2018-02754Vetenskapsrådet 2019-0224Wellcome TrustWellcome Trust 103838Wellcome Trust 220258Weston Brain InstituteZonMw
6 · The paper itself

Abstract

Fluid biomarkers to diagnose frontotemporal lobar degeneration (FTLD) are currently lacking. In this study, we aimed to identify proteomic changes in CSF associated with FTLD pathogenesis, focusing on signatures unique to different genetic groups. Additionally, we sought proteins distinguishing FTLD-spectrum disorders from controls. To this end, we measured a comprehensive library of over 2900 proteins in CSF using proximity extension assay technology in two well-characterized FTLD cohorts. The discovery cohort, selected from the GENFI cohort, included 47 symptomatic pathogenic variant carriers (22 C9orf72, 14 GRN, 10 MAPT and 1 TARDBP), 124 presymptomatic pathogenic variant carriers (55 C9orf72, 44 GRN, 24 MAPT and 1 TARDBP) and 57 healthy non-carriers. The validation cohort comprised individuals clinically diagnosed with an FTLD-spectrum disorder (n = 132) and cognitively intact controls (n = 32). We assessed differentially abundant proteins using linear regression, adjusting for age and sex. Over-representation analysis was conducted for the three genetic groups using Gene Ontology Biological Processes as the ontology source. To develop diagnostic tools, we applied a LASSO regression, establishing two types of panels: one to distinguish individuals with an FTLD-spectrum disorder from controls (FTLD panel) and another to differentiate individuals with underlying TDP pathology from controls (TDP panel). We observed 23 dysregulated proteins in symptomatic carriers. Of these, four were also significantly dysregulated (NEFL, TPM3, MSLN and DNM3) in the validation cohort. When focusing on genetic subgroups, 63 upregulated proteins were observed in symptomatic MAPT carriers, with enriched biological pathways linked to immune function. In symptomatic C9orf72 carriers, four proteins-related to energy metabolism-were upregulated. When limiting symptomatic carriers to GRN, six proteins were dysregulated, with enriched pathways involved in neuronal development and projection. Notably, NEFL and TPM3 were consistently significant in all comparisons across both cohorts. We developed two diagnostic panels: one for FTLD and one for FTLD-TDP. The FTLD panel consisted of six proteins (NEFL, RBFOX3, NPTX1, TFF1, ENTPD5 and CNP). The TDP panel was made up of seven proteins (NEFL, RBFOX3, CBLN4, ENTPD5, CCL25, CNP and MMP1). Both panels were successfully replicated in the validation cohort (AUC of 0.94 and 0.96, respectively). This study highlights distinct proteomic signatures across FTLD genetic subgroups and their associated pathologies using a targeted proteomic approach. Additionally, we present two diagnostic panels-comprising both established and novel proteins-that effectively differentiate individuals with FTLD-spectrum disorders from healthy controls, offering promising avenues for improved clinical diagnosis.

Indexed as

Frontotemporal Lobar DegenerationProteomicsAgedBiomarkersC9orf72 ProteinCohort StudiesFemaleHumansMaleMiddle AgedProgranulinstau ProteinsBiomarkersC9orf72 ProteinC9orf72 protein, humanGRN protein, humanMAPT protein, humanProgranulinstau Proteinsdementiafamilialfrontotemporal dementiaolinkproteomeproximity extension-based assay

Identifiers

PMID41343108
PMCPMC13431664

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.