Evidence map›Paper›PMID 42004207›Full record

ArticleAlzheimer's & dementia (Amsterdam, Netherlands)

Plasma biomarker-informed brain topology for cognitive resilience: applications in non-pharmacological interventions concerning cognitive aging.

Meishan Ai, Sa Zhou, Danni Li, Fang Yu, Kathi L Heffner, Yu Zhang, F Vankee Lin

Abstract read
In one paragraph

Article in Alzheimer's & dementia (Amsterdam, Netherlands). 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

7 authors.

Meishan AiStanford University Stanford California USA.ORCID https://orcid.org/0000-0003-2676-2962
Sa ZhouStanford University Stanford California USA.
Danni LiUniversity of Minnesota Minneapolis Minnesota USA.
Fang YuArizona State University Tempe Arizona USA.
Kathi L HeffnerUniversity of Rochester Rochester New York USA.
Yu ZhangStanford University Stanford California USA.
F Vankee LinStanford University Stanford California USA.

Funding

Efficacy and Mechanisms of Combined Aerobic Exercise and Cognitive Training in MCI_The ACT Trial COVID Admin SupR01AG055469 · NIA · UNIVERSITY OF MINNESOTA · PI LIN, FENG VANKEE, YU, FANG · 2017 to 2023
$4.4M
Targeting Autonomic Flexibility to Enhance Cognitive Training Outcomes in Older Adults with Mild Cognitive ImpairmentR01NR015452 · NINR · UNIVERSITY OF ROCHESTER · PI HEFFNER, KATHI L, LIN, FENG VANKEE · 2015 to 2024
$4.4M
Blood Biomarkers as Surrogate Endpoints of Treatment Responses to Aerobic Exercise and/or Cognitive Training in Amnestic Mild Cognitive ImpairmentR01AG059654 · NIA · UNIVERSITY OF MINNESOTA · PI LI, DANNI · 2018 to 2022
$2.2M
vmPFC's role in adherence to cognitive trainingR61AG081723 · NIA · STANFORD UNIVERSITY · PI HEFFNER, KATHI L, LIN, FENG VANKEE · 2023 to 2024
$988k
Assess Neural Circuits and Subtypes Underlying Dimensions of Neuropsychiatric Symptoms in Alzheimer's DiseaseR21AG080425 · NIA · LEHIGH UNIVERSITY · PI ZHANG, YU · 2023 to 2024
$426k
NIA NIH HHS R01 AG055469NIA NIH HHS R01 AG059654NIA NIH HHS R21 AG080425NIA NIH HHS R61 AG081723NINR NIH HHS R01 NR015452
6 · The paper itself

Abstract

introductionIn the context of non-pharmacological interventions (NPIs), cognitive resilience refers to the capacity to enhance cognition from NPIs in the presence of neurodegeneration, and it is closely linked to brain network topological characteristics. This study aims to examine the roles of plasma biomarkers and brain topology in NPI-related cognitive resilience by developing a plasma biomarker-informed brain topology for cognitive resilience (PBIT-CR) index.

methodsWe first identified latent brain topology components from brain topological features by associating them with five plasma biomarkers in a predefined discovery sample and then evaluated and validated the interaction between these latent components and baseline neurodegeneration in two additional samples.

resultsOne brain topology component informed by plasma biomarkers, which indicates greater neuroprotection, interacted with baseline neurodegeneration to predict cognitive enhancement following two distinct NPIs. DISCUSSION: Baseline brain topological characteristics informed by plasma information could provide insights for identifying individuals who may benefit from NPIs.

Indexed as

brain topologyneurodegenerationnon‐pharmacological interventionsplasmaresilience

Identifiers

PMID42004207
PMCPMC13084534

What OpenQuestion holds

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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.