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Altered Small-World Functional Network Topology in Patients with Optic Neuritis: A Resting-State fMRI Study
Ke Song1,2, Juan Li3, Yuanqiang Zhu4
1The Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Health and Rehabilitation Science, School of Life Science and Technology, Xi'an Jiaotong University, The Key Laboratory of Neuro-informatics & Rehabilitation Engineering of Ministry of Civil Affairs, Xi'an, Shaanxi 710049, China.
Optic neuritis (ON) patients exhibit altered brain network topology with reduced functional connectivity compared to healthy controls. These changes in brain networks may contribute to cognitive impairment in ON.
Area of Science:
- Neuroscience
- Medical Imaging
- Graph Theory
Background:
- Optic neuritis (ON) is an inflammatory condition affecting the optic nerve.
- Understanding brain network alterations in ON is crucial for diagnosing and treating associated cognitive deficits.
Purpose of the Study:
- To investigate changes in small-world topology and functional brain connectivity in patients with ON using resting-state functional magnetic resonance imaging (rs-fMRI).
- To analyze brain network characteristics and identify differences between ON patients and healthy controls (HC).
Main Methods:
- rs-fMRI data acquired from 21 ON patients and 21 matched HC.
- Brain parcellation into 116 regions of interest, followed by calculation of small-world network parameters and area under the curve (AUC).
- Statistical analysis using independent sample t-tests and network-based statistics to compare groups.
Main Results:
- Both groups displayed small-world network attributes.
- ON patients showed higher global network efficiency, normalized clustering coefficient, and small-world value, but a lower clustering coefficient value compared to HC.
- Reduced functional connectivity strength was observed in ON patients across several brain regions, including the rolandic operculum, insula, amygdala, and cerebellum.
Conclusions:
- ON patients exhibit a distinct "small world" brain network topology compared to HC.
- The brain network in ON is characterized by reduced and abnormal connectivity, potentially leading to cognitive impairment.
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