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DOI 10.7717/peerj.21593

Медицинская библиотека · PeerJ · 2026

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

Omar Hazim, Abd Hamid Aini Ismafairus, Abdul Rahman Muhammad, Noh Nor Azila, Yaacob Hamwira Sakti, Chai Wen Jia, Idris Zamzuri, Ahmad Asma Hayati, Fitzrol Diana Noma, Ab Ghani Ab Rahman Izaini, Hamzah Nurfaten, Mohamad Wan Nor Azlen Wan, Mohamed Mustafar Mohamed Faiz, Hanafi Muhammad Hafiz, Reza Mohammed Faruque, Umar Hafidah, Zulkifly Mohd Faizal Mohd, Ang Song Yee, Zakaria Zaitun, Musa Kamarul Imran, Othman Azizah, Embong Zunaina, Sapiai Nur Asma, Kandasamy Regunath, Ibrahim Haidi, Abdullah Mohd Zaid, Valdes-Sosa Pedro Antono, Bringas Vega Maria Luisa, Biswal Bharat, Sumari Putra, Jamir Singh Paramjit Singh, Abdullah Jafri M

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Аннотация

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.

Для цитирования: Omar Hazim, Abd Hamid Aini Ismafairus, Abdul Rahman Muhammad, Noh Nor Azila, Yaacob Hamwira Sakti, Chai Wen Jia, Idris Zamzuri, Ahmad Asma Hayati, Fitzrol Diana Noma, Ab Ghani Ab Rahman Izaini, Hamzah Nurfaten, Mohamad Wan Nor Azlen Wan, Mohamed Mustafar Mohamed Faiz, Hanafi Muhammad Hafiz, Reza Mohammed Faruque, Umar Hafidah, Zulkifly Mohd Faizal Mohd, Ang Song Yee, Zakaria Zaitun, Musa Kamarul Imran, Othman Azizah, Embong Zunaina, Sapiai Nur Asma, Kandasamy Regunath, Ibrahim Haidi, Abdullah Mohd Zaid, Valdes-Sosa Pedro Antono, Bringas Vega Maria Luisa, Biswal Bharat, Sumari Putra, Jamir Singh Paramjit Singh, Abdullah Jafri M. Investigation of brain connectivity alteration in the non-severe traumatic brain injury: an emotional condition study.. PeerJ. 2026. DOI: 10.7717/peerj.21593.

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