Evidence map›Paper›PMID 41397129›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Dynamic functional connectivity following cochlear implantation: Predicting speech outcomes and exploring brain network dynamics.

Jamal Esmaelpoor, Tommy Peng, Beth Jelfs, Darren Mao, Maureen J Shader, Colette M McKay

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. 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. Dynamic functional connectivity following cochlear implantation: Predicting speech outcomes and exploring brain network dynamics.Proceedings of the National Academy of Sciences of the United States of America · 2025
    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

6 authors.

Jamal EsmaelpoorDepartment of Medical Bionics, University of Melbourne, Parkville, VIC 3052, Australia.ORCID 0000-0001-5397-0252
Tommy PengDepartment of Medical Bionics, University of Melbourne, Parkville, VIC 3052, Australia.ORCID 0000-0002-9407-710X
Beth JelfsDepartment of Electronic, Electrical and Systems Engineering, University of Birmingham, Edgbaston, Birmingham B152TT, United Kingdom.
Darren MaoDepartment of Medical Bionics, University of Melbourne, Parkville, VIC 3052, Australia.
Maureen J ShaderDepartment of Speech, Language, and Hearing Sciences, Purdue University, West Lafayette, IN 47907.ORCID 0000-0002-4284-2738
Colette M McKayDepartment of Medical Bionics, University of Melbourne, Parkville, VIC 3052, Australia.ORCID 0000-0002-1659-9789

Funding

DHAC | National Health and Medical Research Council (NHMRC) GNT1163894Passe and Williams Foundation JF_2022_TPUNIMELB | Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne (MDHS) 625441
6 · The paper itself

Abstract

Cochlear implants (CIs) have transformed hearing restoration for individuals with severe or profound hearing loss, yet outcomes vary widely and remain difficult to predict. This study introduces an approach by examining the temporal dynamics of brain functional networks postimplantation to identify predictors of outcomes and explore brain plasticity. Twenty-nine CI candidates and 23 normal-hearing individuals participated. Functional near-infrared spectroscopy measured brain activity during audio-only and visual-only speech tasks at 1 mo and 1 y postimplantation, with speech understanding assessed after 1 y. Brain community dynamics were analyzed using multilayer modularity and network switching rates to capture temporal reorganization. Lower network switching rates shortly after implantation were associated with better long-term speech performance. Evidence of cross-modal plasticity-reflecting preimplant neural reorganization-was observed in early recordings, indicated by increased module allegiance between the posterior temporal (PT) region and visual cortices, which diminished after 1 y. Additionally, interhemispheric connectivity in the PT showed significant improvement between sessions, reducing disparities between CI users and normal-hearing individuals. These findings highlight dynamic functional connectivity as a meaningful neural correlate of outcome variability, with potential relevance for guiding personalized rehabilitation strategies and optimizing auditory and speech outcomes.

Indexed as

BrainCochlear ImplantationHearing LossNerve NetSpeechAdultCochlear ImplantsFemaleHumansMaleMiddle AgedNeuronal PlasticitySpectroscopy, Near-InfraredSpeech PerceptionYoung Adultbrain plasticitycochlear implantdynamic functional networkfNIRSoutcome prediction

Identifiers

PMID41397129
PMCPMC12745798

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.