Evidence map›Paper›PMID 41055040›Full record

ArticleBrain : a journal of neurology2026

Neuronal activity and amyloid-β promote tau seeding in the entorhinal cortex in Alzheimer's disease.

Christoffer G Alexandersen, Dani S Bassett, Alain Goriely, Pavanjit Chaggar

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. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. DynamicalbioRxiv : the preprint server for biology · 2026
    Article
  2. Review
  3. Article
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

4 authors.

Christoffer G AlexandersenDepartment of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA 19104, USA.
Dani S BassettDepartment of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0002-6183-4493
Alain GorielyMathematical Institute, University of Oxford, Oxford OX4 6GG, UK.ORCID 0000-0002-6436-8483
Pavanjit ChaggarMathematical Institute, University of Oxford, Oxford OX4 6GG, UK.

Funding

Project 1U19AG024904 · NIA · NORTHERN CALIFORNIA INSTITUTE/RES/EDU · PI MONICA G. RIVERA-MINDT · 2016 to 2026
$226.7M
CIHRFoundation for the National Institutes of HealthNIA NIH HHSNIBIB NIH HHSNIH HHS U19AG024904
6 · The paper itself

Abstract

The entorhinal cortex is the first region to develop tau pathology in Alzheimer's disease and primary age-related tauopathy, yet the reasons for this selective vulnerability remain unclear. We developed a computational model in which neuronal activity and amyloid-β (Aβ) modulate tau transport, hypothesizing that this mechanism explains entorhinal vulnerability to early tau pathology. The model combines structural connectivity with either neuronal activity (measured by FDG PET) or Aβ burden (measured by Aβ PET). We analysed Alzheimer's Disease Neuroimaging Initiative (ADNI) data comprising 527 FDG PET scans (mean age 71.8 years; 174 cognitively normal, 293 mild cognitive impairment, 60 Alzheimer's disease) and 1244 Aβ PET scans (mean age 72.4 years; 501 cognitively normal, 588 mild cognitive impairment, 155 Alzheimer's disease). From these, 253 FDG-tau and 453 Aβ-tau PET pairs were used in regression analyses. Key results were replicated in the Harvard Aging Brain Study (HABS; 300 FDG, 348 Aβ, 116 FDG-tau and 255 Aβ-tau pairs). Both FDG- and Aβ-based models consistently identified the entorhinal cortex as a primary tau seeding region in ADNI (FDG: z ≈ 4.6-4.9, P < 0.0066; Aβ: z ≈ 4.0-8.7, P ≤ 0.011) and in HABS (FDG: z = 5.7, P = 0.030; Aβ: z = 6.0, P = 0.0018). Simple linear regression showed modest associations between model-derived seeding and empirical entorhinal tau in ADNI (FDG: β = 6.7, P = 0.0039; Aβ: β = 11.3, P < 0.001), which remained significant after adjustment for age, sex, and APOE4 status (FDG: β = 7.1, P < 0.001; Aβ: β = 9.7, P < 0.001). Aβ-based associations replicated in HABS (β = 3.3, P < 0.001), while FDG-based correlations were not detectable in this predominantly cognitively normal cohort (β = -0.43, P = 0.80; power = 49%). These findings support a mechanistic role for neuronal activity and Aβ in initiating tau pathology, with the entorhinal cortex consistently emerging as highly vulnerable. Our computational model reliably identifies this region as the epicentre of pathology, supporting the idea that brain-wide patterns of neuronal activity and amyloid burden determine where tau pathology begins.

Indexed as

Alzheimer DiseaseAmyloid beta-PeptidesEntorhinal CortexNeuronstau ProteinsAgedAged, 80 and overCognitive DysfunctionFemaleHumansMaleMiddle AgedPositron-Emission TomographyAmyloid beta-Peptidestau Proteinsdisease progressionneurodegenerative diseaseneuroimagingprion-likeprotein aggregationsynaptic activity

Identifiers

PMID41055040
PMCPMC13233043

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.