Reduced efficiency of functional brain network underlying intellectual decline in patients with low-grade glioma
Abstract
Low-grade glioma (LGG) patients are typically accompanied by varying degrees of intellectual impairments. However, the neural mechanisms underlying intellectual decline have not yet been well understood. The aim of this study is to investigate the relationship between possibly altered functional brain network properties and intellectual decline in LGG patients. Chinese revised Wechsler adult intelligence scale (WAIS-RC) was used to assess the intelligence of 21 LGG patients and 20 healthy controls, matched in age, gender and education. Resting-state functional magnetic resonance imaging (fMRI) was performed for all the subjects to analyze functional network characteristics with graph theory. The LGG patients showed significantly poor performance on intelligence test than controls (P<0.05). Compared with controls, the patients displayed disturbed small-world manner (increased characteristic path length L and normalized characteristic path length λ) and decreased global efficiency Eglob. Specially, we found that Eglob was positively correlated with intelligence quotient (IQ) test scores in LGG group. Furthermore, network hubs, which could significantly affect the network efficiency, were in the right insula and right posterior cingulate cortex in controls, while in the right thalamus and right posterior cingulate cortex in the patients. From the perspective of brain network, our results provided evidence of reduced global efficiency for poorer intellectual performance in LGG patients, which contributed to understanding the basis of intellectual impairments.
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Network hubs were reorganized in patients with brain tumors, with the right insula being a hub in controls but not in patients.
“network hubs were reorganized, with the right insula being a hub in controls but not in patients.”
From Graph theory analysis of complex brain networks: new concepts in brain mapping applied to neurosurgery (2016) · cites this paper as [104]
Patients with tumors in the frontal and temporal but not parietal lobes have reduced efficiency.
“Specific findings include reduced efficiency in patients with tumors in the frontal and temporal but not parietal lobes.”
From Graph theory analysis of complex brain networks: new concepts in brain mapping applied to neurosurgery (2016) · cites this paper as [104]
In patients with brain tumors, brain networks are more random and less organized, not just locally but diffusely.
“In general, brain networks in patients with tumors have been found to be more random and less organized, not just locally but in a diffuse manner.”
From Graph theory analysis of complex brain networks: new concepts in brain mapping applied to neurosurgery (2016) · cites this paper as [104]
The degree to which network features are perturbed correlates with neuropsychological deficits, with reduced global efficiency and small-worldness correlated with lower IQ scores.
“The degree to which network features are perturbed has been correlated with neuropsychological deficits involving both local and diffuse brain regions with reduced global efficiency and small-worldness correlated with lower IQ scores.15,16,104”
From Graph theory analysis of complex brain networks: new concepts in brain mapping applied to neurosurgery (2016) · cites this paper as [104]
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Hart, M. G., Ypma, R. J. F., Romero-Garcia, R., Price, S. J., & Suckling, J. (2016) · Journal of Neurosurgery · doi:10.3171/2015.4.jns142683 · Cited by 74 · see citing works
- Authors
- Xu, H., Ding, S., Hu, X., Yang, K., Xiao, C., Zou, Y., Chen, Y., Tao, L., Liu, H., & Qian, Z.
- Affiliations
- Nanjing Brain Hospital (CN)
- Nanjing University of Aeronautics and Astronautics (CN)
- Corresponding author
- Liu, Hongyi
- Qian, Zhiyu
- Venue
- Neuroscience Letters
- Publisher
- Elsevier BV
- Published
- 2013-05
- Volume
- 543
- Pages
- 27-31
- ISSN
- 0304-3940 (ISSN-L)
- OpenAlex
- W2123155935
- Cited by
- 54
- References
- 8
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 8 · 2023: 2 · 2022: 4 · 2021: 5 · 2020: 7 · 2019: 3 · 2018: 5 · 2017: 5 · 2016: 6 · 2015: 3 · 2014: 2
- FWCI
- 2.00
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Neuroscience Letters (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Clinical Science and Technology of Jiangsu Province (BL2012041)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced Neuroimaging Techniques and Applications
- Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Complex Network Analysis Techniques
- Keywords
- low-grade glioma, intellectual decline, global efficiency, small-world network properties, functional brain networks, network hubs, posterior cingulate cortex, thalamus, insula, intelligence quotient
- MeSH terms
- Adult, Brain, Brain Mapping, Brain Neoplasms, Female, Glioma, Humans, Intelligence Tests, Magnetic Resonance Imaging, Male, Middle Aged, Models, Neurological, Nerve Net, Case-Control Studies
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