Evidence map›Paper›PMID 41928804›Full record

ArticleResearch square2026

Brain network dynamics determine tau presence while regional vulnerability governs tau load in Alzheimer's disease.

Yu Xiao, Nicola Spotorno, Lijun An, Vincent Bazinet, Justine Y Hansen, Olof Strandberg, Golia Shafiei, Harry H Behjat, Thomas Funck, Gemma Salvadó and 10 more

Abstract readPreprint
In one paragraph

Article in Research square, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

20 authors.

Yu XiaoDepartment of Clinical Sciences Malmö, SciLifeLab, Lund Univerisity, Lund, Sweden.ORCID 0009-0006-6760-4134
Nicola SpotornoClinical Memory Research Unit, Department of Clinical Sciences Malmö, Faculty of Medicine, Lund University, Lund, Sweden.
Lijun AnDepartment of Clinical Sciences Malmö, SciLifeLab, Lund Univerisity, Lund, Sweden.ORCID 0000-0003-1030-4625
Vincent BazinetMcConnell Brain Imaging Centre, Montréal Neurological Institute, McGill University, Montréal, QC, Canada.
Justine Y HansenMcConnell Brain Imaging Centre, Montréal Neurological Institute, McGill University, Montréal, QC, Canada.
Olof StrandbergClinical Memory Research Unit, Department of Clinical Sciences Malmö, Faculty of Medicine, Lund University, Lund, Sweden.
Golia ShafieiPenn Lifespan Informatics and Neuroimaging Center, University of Pennsylvania, Philadelphia, PA, USA.
Harry H BehjatClinical Memory Research Unit, Department of Clinical Sciences Malmö, Faculty of Medicine, Lund University, Lund, Sweden.
Thomas FunckCenter for the Developing Brain, Child Mind Institute, New York, New York, USA.
Gemma SalvadóClinical Memory Research Unit, Department of Clinical Sciences Malmö, Faculty of Medicine, Lund University, Lund, Sweden.ORCID 0000-0002-5210-9230
Erik StomrudClinical Memory Research Unit, Department of Clinical Sciences Malmö, Faculty of Medicine, Lund University, Lund, Sweden.
Ruben SmithClinical Memory Research Unit, Department of Clinical Sciences Malmö, Faculty of Medicine, Lund University, Lund, Sweden.ORCID 0000-0001-7147-0112
Sebastian PalmqvistClinical Memory Research Unit, Department of Clinical Sciences Malmö, Faculty of Medicine, Lund University, Lund, Sweden.ORCID 0000-0002-9267-1930
Rik OssenkoppeleClinical Memory Research Unit, Department of Clinical Sciences Malmö, Faculty of Medicine, Lund University, Lund, Sweden.ORCID 0000-0003-1584-7477
Niklas Mattsson-CarlgrenClinical Memory Research Unit, Department of Clinical Sciences Malmö, Faculty of Medicine, Lund University, Lund, Sweden.ORCID 0000-0002-8885-7724
Nicola Palomero-GallagherInstitute of Neuroscience and Medicine (INM-1), Research Centre Jülich, Jülich 52425, Germany.
Alain DagherDepartment of Neurology and Neurosurgery, McGill University, Montréal, QC, Canada.
Bratislav MisicMcConnell Brain Imaging Centre, Montréal Neurological Institute, McGill University, Montréal, QC, Canada.ORCID 0000-0003-0307-2862
Oskar HanssonClinical Memory Research Unit, Department of Clinical Sciences Malmö, Faculty of Medicine, Lund University, Lund, Sweden.ORCID 0000-0001-8467-7286
Jacob W VogelDepartment of Clinical Sciences Malmö, SciLifeLab, Lund Univerisity, Lund, Sweden.ORCID 0000-0001-6394-9940

Funding

AIM-AI: an Actionable, Integrated and Multiscale genetic map of Alzheimer's disease via deep learningU01AG079847 · NIA · UNIVERSITY OF TEXAS HLTH SCI CTR HOUSTON · PI Christopher A. Gaiteri, Xiaoqian Jiang · 2023 to 2026
$5.1M
Prospective validation and implementation of high-performing blood biomarkers and digital cognitive tests for detection of Alzheimer's disease in specialist memory clinic and primary care settingsR01AG083740 · NIA · LUNDS UNIVERSITET · PI Sebastian Palmqvist · 2023 to 2026
$1.9M
NIA NIH HHS R01 AG083740NIA NIH HHS U01 AG079847
6 · The paper itself

Abstract

In Alzheimer's disease (AD), tau pathology accumulates gradually throughout the brain, with clinical decline reflecting tau progression. A comprehensive understanding of, first, whether tau propagation is predominantly governed by connectome-based diffusion, regional vulnerability, or an interplay of both, and second, which types of brain connectivity or regional factors best explain tau propagation, remains crucial for advancing our understanding of AD progression. Here, we apply multi-scale, biologically informed disease progression simulations to human data, to disentangle the influence of local mechanisms on global tau progression patterns in AD. We find that whether tau reaches a brain region (presence) and how much tau accumulates there (load) are governed by different mechanisms. Tau presence patterns are highly consistent across the population, and can be largely explained through synaptic spread through white-matter networks and excitatory-inhibitory dynamics. Meanwhile tau load differs across people, and is driven by a combination of synaptic spread and intrinsic or extrinsic regional properties, including regional

Indexed as

Alzheimer’s diseaseBrain connectivityDisease progressionModelTau-PET

Identifiers

PMID41928804
PMCPMC13042161

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.