Evidence map›Paper›PMID 42818102›Full record

ArticlebioRxiv : the preprint server for biology2026

White Matter Slow-4 fALFF as a Complementary Marker in the Multimodal Alzheimer's Disease Biomarker Landscape.

Yali Huang, Arthur W Toga, Lu Zhao

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

3 authors.

Yali HuangLaboratory of Neuro Imaging (LONI), USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA.ORCID 0000-0001-8263-6368
Arthur W TogaLaboratory of Neuro Imaging (LONI), USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA.ORCID 0000-0001-7902-3755
Lu ZhaoLaboratory of Neuro Imaging (LONI), USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA.ORCID 0000-0002-9260-6936

Funding

Project 1U19AG024904 · NIA · NORTHERN CALIFORNIA INSTITUTE/RES/EDU · PI MONICA G. RIVERA-MINDT · 2016 to 2026
$226.7M
The NIH SPAN Coordinating CenterU24NS130600 · NINDS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI LYDEN, PATRICK D · 2023 to 2025
$2.8M
High Capacity, High Performance Storage System for NeuroscienceS10OD032285 · OD · UNIVERSITY OF SOUTHERN CALIFORNIA · PI TOGA, ARTHUR W · 2022 to 2022
$1.7M
Multifactorial dynamic modeling of brain asymmetry in neurodevelopmental disordersR21MH133239 · NIMH · UNIVERSITY OF SOUTHERN CALIFORNIA · PI ZHAO, LU · 2024 to 2025
$414k
NIA NIH HHS U19 AG024904NIH HHS S10 OD032285NIMH NIH HHS R21 MH133239NINDS NIH HHS U24 NS130600
6 · The paper itself

Abstract

introductionWhite matter (WM) functional activity, quantified as slow-4 fractional amplitude of low-frequency fluctuations (fALFF; 0.027-0.073 Hz), may reflect Alzheimer's disease (AD) pathology, but its utility relative to established structural imaging markers remains poorly characterized.

methodsWe analyzed 369 ADNI-3 participants with baseline resting-state fMRI. Global WM slow-4 fALFF (JHU-20 atlas) was compared against hippocampal volume, entorhinal cortical thickness, FA, and MD across 11 outcomes: plasma biomarkers (pTau217, Aβ42/40, NfL, GFAP; n = 108), PET (amyloid Centiloid, tau SUVR, FDG; n = 66-207), and cognition (MEM, EF, mPACC, MMSE; n ≈ 222-225) using head-to-head benchmarking and variance decomposition.

resultsWM fALFF was significantly associated with GFAP (partial R DISCUSSION: WM slow-4 fALFF captures neurodegeneration-related variance - particularly astroglial reactivity and axonal injury - incremental to DTI microstructure and partially independent of gray matter atrophy. These findings position WM functional activity as a complementary, non-invasive imaging marker in the multimodal AD biomarker landscape.

Identifiers

PMID42818102
PMCPMC13622072

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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.