Evidence map›Paper›PMID 29354048›Full record

ArticleFrontiers in aging neuroscience2017

Aging and Network Properties: Stability Over Time and Links with Learning during Working Memory Training.

Alexandru D Iordan, Katherine A Cooke, Kyle D Moored, Benjamin Katz, Martin Buschkuehl, Susanne M Jaeggi, John Jonides, Scott J Peltier, Thad A Polk, Patricia A Reuter-Lorenz

Abstract read
In one paragraph

Article in Frontiers in aging neuroscience, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
42citing papers in PubMed, 1 pooled it
–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

42 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Investigating the Effects of Spacing on Working Memory Training Outcome: A Randomized, Controlled, Multisite Trial in Older Adults.The journals of gerontology. Series B, Psychological sciences and social sciences · 2020
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  9. The role of spatial processing in verbal serial order working memory.Cognitive, affective & behavioral neuroscience · 2025
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  11. Salience network segregation mediates the effect of tau pathology on mild behavioral impairment.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024
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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

10 authors.

Alexandru D IordanDepartment of Psychology, University of Michigan, Ann Arbor, MI, United States.
Katherine A CookeDepartment of Psychology, University of Michigan, Ann Arbor, MI, United States.
Kyle D MooredDepartment of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States.
Benjamin KatzDepartment of Human Development and Family Science, Virginia Tech, Blacksburg, VA, United States.
Martin BuschkuehlMIND Research Institute, Irvine, CA, United States.
Susanne M JaeggiSchool of Education, University of California, Irvine, Irvine, CA, United States.
John JonidesDepartment of Psychology, University of Michigan, Ann Arbor, MI, United States.
Scott J PeltierFunctional MRI Laboratory, Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, United States.
Thad A PolkDepartment of Psychology, University of Michigan, Ann Arbor, MI, United States.
Patricia A Reuter-LorenzDepartment of Psychology, University of Michigan, Ann Arbor, MI, United States.

Funding

EPIDEMIOLOGY AND BIOSTATISTICS OF AGINGT32AG000247 · NIA · JOHNS HOPKINS UNIVERSITY · PI Karen J. Bandeen-Roche · 1996 to 2026
$13.2M
MRI Scanner for Functional Brain ImagingS10OD012240 · OD · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI NOLL, DOUGLAS C · 2012 to 2012
$2.0M
Working Memory Training, Neural Correlates, and AgingR21AG045460 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI REUTER-LORENZ, PATRICIA A. · 2014 to 2015
$420k
NIA NIH HHS R21 AG045460NIA NIH HHS T32 AG000247NIH HHS S10 OD012240
6 · The paper itself

Abstract

Growing evidence suggests that healthy aging affects the configuration of large-scale functional brain networks. This includes reducing network modularity and local efficiency. However, the stability of these effects over time and their potential role in learning remain poorly understood. The goal of the present study was to further clarify previously reported age effects on "resting-state" networks, to test their reliability over time, and to assess their relation to subsequent learning during training. Resting-state fMRI data from 23 young (YA) and 20 older adults (OA) were acquired in 2 sessions 2 weeks apart. Graph-theoretic analyses identified both consistencies in network structure and differences in module composition between YA and OA, suggesting topological changes and less stability of functional network configuration with aging. Brain-wide, OA showed lower modularity and local efficiency compared to YA, consistent with the idea of age-related functional dedifferentiation, and these effects were replicable over time. At the level of individual networks, OA consistently showed greater participation and lower local efficiency and within-network connectivity in the cingulo-opercular network, as well as lower intra-network connectivity in the default-mode network and greater participation of the somato-sensorimotor network, suggesting age-related differential effects at the level of specialized brain modules. Finally, brain-wide network properties showed associations, albeit limited, with learning rates, as assessed with 10 days of computerized working memory training administered after the resting-state sessions, suggesting that baseline network configuration may influence subsequent learning outcomes. Identification of neural mechanisms associated with learning-induced plasticity is important for further clarifying whether and how such changes predict the magnitude and maintenance of training gains, as well as the extent and limits of cognitive transfer in both younger and older adults.

Indexed as

functional connectivitygraph theoryintraclass correlationintrinsic activityreliability analysis

Identifiers

PMID29354048
PMCPMC5758500

What OpenQuestion holds

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LicenceCC BY
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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.