Evidence map›Paper›PMID 42249095›Full record

ArticleCommunications biology2026

Structure-function coupling of large-scale cortical networks across the lifespan is spectrally specific.

Giorgia Picci, Maggie P Rempe, Nathan M Petro, Jake J Son, Chloe C Casagrande, Lauren R Ott, Samantha H Penhale, Christine M Embury, Mikki Schantell, Hallie J Johnson and 9 more

Abstract read
In one paragraph

Article in Communications biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

19 authors.

Giorgia Picci *Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA. giorgia.picci@boystown.org.ORCID 0000-0002-0700-4739
Maggie P Rempe *Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
Nathan M PetroInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.ORCID 0000-0002-7553-4459
Jake J SonInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
Chloe C CasagrandeInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.ORCID 0000-0001-6321-4717
Lauren R OttInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
Samantha H PenhaleInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
Christine M EmburyInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
Mikki SchantellInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
Hallie J JohnsonInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
Hannah J OkelberryInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
Madelyn P WillettInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
Yu-Ping WangDepartment of Biomedical Engineering, Tulane University, New Orleans, LA, USA.ORCID 0000-0001-9340-5864
Julia M StephenMind Research Network, Albuquerque, NM, USA.ORCID 0000-0003-2486-747X
Vince D CalhounTri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, and Emory University, Atlanta, GA, USA.ORCID 0000-0001-9058-0747
Alex I WiesmanInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.ORCID 0000-0003-0917-1570
Max J KurzInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
Elizabeth Heinrichs-GrahamInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.ORCID 0000-0002-7914-5258
Tony W WilsonInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.ORCID 0000-0002-5053-8306

Funding

Stress-Induced Aberrations in the Mitochondrial Redox Environment Impact Developing Neural Circuits Supporting Cognitive ControlP20GM144641 · NIGMS · FATHER FLANAGAN'S BOYS' HOME · PI Rachel K. Spooner · 2022 to 2026
$15.1M
DEVELOPMENTAL MULTIMODAL IMAGING OF NEUROCOGNITIVE DYNAMICS (DEV-MIND)R01MH121101 · NIMH · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI WILSON, TONY W · 2019 to 2023
$5.8M
MULTIMODAL IMAGING OF NEUROHIV DYNAMICS (MIND): AN OMAHA-PITTSBURGH CONSORTIUMR01MH118013 · NIMH · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI WILSON, TONY W · 2018 to 2022
$4.9M
SIGNATURES OF CANNABIS ABUSE IN NEUROHIV (SCAN): AN INTEGRATED MOLECULAR AND IMAGING APPROACHR01DA047828 · NIDA · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI BECKER, JAMES T., FOX, HOWARD S · 2018 to 2022
$4.5M
Suppression of Pathological Spontaneous Cortical Dynamics and Inflammation in NeuroHIVR01DA056223 · NIDA · FATHER FLANAGAN'S BOYS' HOME · PI Tony W. Wilson · 2022 to 2026
$3.4M
THE PROGRESSIVE ELEVATION OF SPONTANEOUS CORTICAL ACTIVITY IN HAND (PESCAH) PROJECTR01MH116782 · NIMH · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI WILSON, TONY W · 2018 to 2022
$3.4M
Data-driven solutions for temporal, spatial, and spatiotemporal dynamic functional connectivityR01MH123610 · NIMH · GEORGIA STATE UNIVERSITY · PI ADALI, TULAY, CALHOUN, VINCE D · 2021 to 2025
$3.1M
THE IMPACT OF SPONTANEOUS CORTICAL ACTIVITY ON NEURAL OSCILLATIONS AND BEHAVIORAL PERFORMANCE: EVIDENCE FROM HIGH-DEFINITION TDCS AND MEGRF1MH117032 · NIMH · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI WILSON, TONY W · 2018 to 2018
$2.4M
Sensorimotor Learning in Children with Cerebral PalsyR01HD086245 · NICHD · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI KURZ, MAX J · 2015 to 2018
$2.1M
Impact of Trauma on the Longitudinal Development of Cognitive Control Networks in Healthy YouthF30MH134713 · NIMH · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI Jake Son · 2023 to 2026
$196k
Altered Oscillatory Dynamics in People with HIV and Methamphetamine Use DisorderF31DA056296 · NIDA · FATHER FLANAGAN'S BOYS' HOME · PI SCHANTELL, MIKKI · 2022 to 2023
$52k
Brain and Behavior Research Foundation (Brain & Behavior Research Foundation) 33597NICHD NIH HHS R01 HD086245NIDA NIH HHS F31 DA056296NIDA NIH HHS R01 DA047828NIDA NIH HHS R01 DA056223NIGMS NIH HHS P20 GM144641NIMH NIH HHS F30 MH134713NIMH NIH HHS R01 MH116782NIMH NIH HHS R01 MH118013NIMH NIH HHS R01 MH121101NIMH NIH HHS R01 MH123610NIMH NIH HHS RF1 MH117032
6 · The paper itself

Abstract

With the advent of large-scale neuroimaging datasets, expansive lifespan studies are making novel discoveries about foundational principles of human brain development and aging. In one of the largest lifespan magnetoencephalography (MEG) studies of its kind (N = 388, age 6-84 years), we document age-related coupling between local rhythmic neural activity and cortical thickness using cutting-edge analyses of whole-brain structure-function coupling. This work establishes normative linear and non-linear age-related changes that fluctuate in spectrally specific patterns and that follow a hierarchical cortical gradient from sensory to association networks. Moreover, these results demonstrate that canonical spectral bands tend to display strong lifespan coupling to structure in sensorimotor networks and diminished, more variable coupling in association networks with age. This reinforces accounts of less phylogenetic conservation of association networks due to their relative evolutionary novelty, with sensorimotor networks being more strictly conserved. The addition of spectral signatures to this account also reveals that dominant, spectrally specific oscillations (i.e., delta, theta, alpha, beta, gamma) emanating from local neural assemblies follow a hierarchical structure. Taken together, this landmark study provides a dynamic view of how age-related reorganization of large-scale networks unfolds across the human lifespan through structure-function coupling in a spectrally specific and hierarchically organized manner.

Indexed as

AgingCerebral CortexLongevityNerve NetAdolescentAdultAgedAged, 80 and overChildFemaleHumansMagnetoencephalographyMaleMiddle AgedYoung Adult

Identifiers

PMID42249095
PMCPMC13276049

What OpenQuestion holds

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LicenceCC BY-NC-ND
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 OpenQuestion graph.