Evidence map›Paper›PMID 42571587›Full record

ArticlePeerJ2026

Investigation of brain connectivity alteration in the non-severe traumatic brain injury: an emotional condition study.

Hazim Omar, Aini Ismafairus Abd Hamid, Muhammad Abdul Rahman, Nor Azila Noh, Hamwira Sakti Yaacob, Wen Jia Chai, Zamzuri Idris, Asma Hayati Ahmad, Diana Noma Fitzrol, Ab Rahman Izaini Ab Ghani and 22 more

Abstract read
In one paragraph

Article in PeerJ, 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
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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

32 authors.

Hazim OmarDepartment of Neurosciences & Brain Behaviour Cluster, Hospital Pakar Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Aini Ismafairus Abd HamidBrain Behaviour Cluster and Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Muhammad Abdul RahmanBrain Behaviour Cluster and Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Nor Azila NohFaculty of Medicine and Health Sciences, Universiti Sains Islam Malaysia, Nilai, Negeri Sembilan, Malaysia.
Hamwira Sakti YaacobDepartment of Computer Science, Kulliyah of Information and Communication Technology, International Islamic University, Kuala Lumpur, Malaysia.
Wen Jia ChaiBrain Behaviour Cluster and Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Zamzuri IdrisDepartment of Neurosciences & Brain Behaviour Cluster, Hospital Pakar Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Asma Hayati AhmadDepartment of Physiology, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Diana Noma FitzrolDepartment of Neurosciences & Brain Behaviour Cluster, Hospital Pakar Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Ab Rahman Izaini Ab GhaniDepartment of Neurosciences & Brain Behaviour Cluster, Hospital Pakar Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Nurfaten HamzahBrain Behaviour Cluster and Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Wan Nor Azlen Wan MohamadDepartment of Neurosciences & Brain Behaviour Cluster, Hospital Pakar Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Mohamed Faiz Mohamed MustafarBrain Behaviour Cluster and Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Muhammad Hafiz HanafiDepartment of Neurosciences & Brain Behaviour Cluster, Hospital Pakar Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Mohammed Faruque RezaDr. Sid E. Williams Center for Chiropractic Research, Life University, Georgia, United States of America.
Hafidah UmarBrain Behaviour Cluster and Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Mohd Faizal Mohd ZulkiflyBrain Behaviour Cluster and Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Song Yee AngDepartment of Neurosciences & Brain Behaviour Cluster, Hospital Pakar Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Zaitun ZakariaDepartment of Neurosciences & Brain Behaviour Cluster, Hospital Pakar Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Kamarul Imran MusaDepartment of Community Medicine, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Azizah OthmanDepartment of Paediatrics, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Zunaina EmbongDepartment of Ophthalmology, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Nur Asma SapiaiDepartment of Radiology, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.
Regunath KandasamyNeuroscience Clinic, Gleneagles Hospital, Kuala Lumpur, Malaysia.
Haidi IbrahimSchool of Electrical and Electronic Engineering, Universiti Sains Malaysia, Nibong Tebal, Malaysia.
Mohd Zaid AbdullahSchool of Electrical and Electronic Engineering, Universiti Sains Malaysia, Nibong Tebal, Malaysia.
Pedro Antono Valdes-SosaThe Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China.
Maria Luisa Bringas VegaThe Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, University of Electronic Science and Technology of China, Chengdu, China.
Bharat BiswalDepartment of Biomedical Engineering, New Jersey Institute of Technology, Newark, NJ, United States of America.
Putra SumariSchool of Computer Sciences, Universiti Sains Malaysia, Gelugor, Penang, Malaysia.
Paramjit Singh Jamir SinghSchool of Social Sciences, Universiti Sains Malaysia, Gelugor, Penang, Malaysia.
Jafri M AbdullahDepartment of Neurosciences & Brain Behaviour Cluster, Hospital Pakar Universiti Sains Malaysia, Universiti Sains Malaysia, Kota Bharu, Kelantan, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Traumatic brain injury (TBI) frequently results in persistent emotional and cognitive dysfunction, yet the neural mechanisms underlying these deficits remain incompletely understood. This study examined the impact of non-severe TBI (nTBI) on emotional processing, with a focus on brain activation, functional connectivity, effective connectivity, and their relationship to cognitive performance. Methods: Twenty right-handed male nTBI participants (mean age: 30.70 ± 11.78 years) and 20 age-matched healthy male controls (mean age: 27.85 ± 7.73 years) underwent functional magnetic resonance imaging (fMRI) while viewing emotional images from the International Affective Picture System (IAPS). Brain activation was analyzed using Statistical Parametric Mapping (SPM12). Functional connectivity was assessed with seed-based analysis (medial visual network, mVN) using the CONN toolbox. Effective connectivity was evaluated using dynamic causal modeling (DCM) and parametric empirical Bayes (PEB). Neuropsychological assessments covering memory, intelligence, and executive function were included to characterize general cognitive function within the cohort, with exploratory analyses examining relationships with connectivity measures. Results: Compared to controls, the nTBI group exhibited reduced activation in the calcarine cortex and lingual gyrus during emotional processing. Functional connectivity analysis showed decreased mVN connectivity with the frontal pole and dorsal anterior cingulate cortex (dACC), with increased mVN-ACC and mVN-supramarginal gyrus connectivity specifically during negative emotion processing. Effective connectivity analysis revealed altered directional influences within visual-limbic-cognitive control networks, including altered mVN-to-dACC and right amygdala-to-dACC connectivity patterns, as well as valence-specific modulation of self-inhibition. Exploratory analyses suggested potential correlations between connectivity alterations and cognitive performance, though these relationships varied across domains and should be interpreted cautiously. Conclusions: Non-severe TBI disrupts emotional network function by altering both functional and effective connectivity, particularly in visual, limbic, and cognitive control regions. These alterations may contribute to emotional dysregulation following injury. Findings support the relevance of brain connectivity-based markers in understanding post-TBI emotional processing and highlight potential targets for intervention. Interpretations should be made cautiously, given the study limitations, including the use of static visual stimuli and a homogenous male sample.

Indexed as

BrainBrain Injuries, TraumaticEmotionsAdultBrain MappingCase-Control StudiesCognitionHumansMagnetic Resonance ImagingMaleNeuropsychological TestsYoung AdultBrain activationEffective connectivityEmotionEmotion networkFunctional connectivityIAPSNeuropsychologyTraumatic brain injury

Identifiers

PMID42571587
PMCPMC13452427

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.