Evidence map›Paper›PMID 41659428›Full record

ArticlebioRxiv : the preprint server for biology2026

Global brain activity links subcortical degeneration to cortical tau progressively across Braak regions over early Alzheimer's disease stages.

Yutong Mao, Baizhou Pan, Xiao Liu, Alzheimer’s Disease Neuroimaging Initiative

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

4 authors.

Yutong MaoDepartment of Biomedical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA.ORCID 0009-0006-8115-6200
Baizhou PanDepartment of Biomedical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA.
Xiao LiuDepartment of Biomedical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA.
Alzheimer’s Disease Neuroimaging Initiative

Funding

Alzheimer's Disease Neuroimaging Initiative - SupplementU01AG024904 · NIA · NORTHERN CALIFORNIA INSTITUTE RES &EDUC · PI WEINER, MICHAEL W · 2004 to 2015
$121.0M
The role of brain arousal in resting-state functional MRIR01NS113889 · NINDS · PENNSYLVANIA STATE UNIVERSITY, THE · PI LIU, XIAO · 2020 to 2024
$1.8M
Multimodal study of infra-slow propagating brain activityRF1MH123247 · NIMH · PENNSYLVANIA STATE UNIVERSITY, THE · PI LIU, XIAO · 2020 to 2020
$1.2M
NIA NIH HHS U01 AG024904NIMH NIH HHS RF1 MH123247NINDS NIH HHS R01 NS113889
6 · The paper itself

Abstract

Alzheimer's disease (AD) is characterized by early tau pathology in subcortical neuromodulatory nuclei, followed by progressive cortical tau accumulation; however, the mechanisms linking subcortical dysfunction to cortical tau pathology remain unclear. Using multimodal neuroimaging data from the ADNI cohort, we examined how infra-slow (< 0.1 Hz) global brain (i.e., gBOLD) activity is related to the volume of the nucleus basalis of Meynert (NbM) and cortical tau accumulations in the early stages of AD. NbM degeneration was associated with reduced gBOLD activity and spatially co-localized tau accumulation, appearing in early Braak regions during the preclinical stage, i.e., cognitively unimpaired participants with abnormal CSF markers, and extending to more advanced Braak areas during the prodromal stage, i.e., mild cognitive impairment (MCI) subjects. Our findings suggest that infra-slow gBOLD activity serves as a functional neural mediator linking subcortical degeneration to cortical tau pathology, highlighting a potential functional pathway linking subcortical and cortical pathology in early AD.

Indexed as

Alzheimer’s diseaseInfra-slow global brain activityResting-state fMRITau pathologyThe nucleus basalis of Meynert

Identifiers

PMID41659428
PMCPMC12873826

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Registered trials

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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.