AUTHOR=Xue Xin , Wu Jia-Jia , Huo Bei-Bei , Xing Xiang-Xin , Ma Jie , Li Yu-Lin , Wei Dong , Duan Yu-Jie , Shan Chun-Lei , Zheng Mou-Xiong , Hua Xu-Yun , Xu Jian-Guang 

TITLE=Age-Related Changes in Topological Properties of Individual Brain Metabolic Networks in Rats

JOURNAL=Frontiers in Aging Neuroscience

VOLUME=14

YEAR=2022

URL=https://www.frontiersin.org/journals/aging-neuroscience/articles/10.3389/fnagi.2022.895934

DOI=10.3389/fnagi.2022.895934

ISSN=1663-4365

ABSTRACT=<p>Normal aging causes profound changes of structural degeneration and glucose hypometabolism in the human brain, even in the absence of disease. In recent years, with the extensive exploration of the topological characteristics of the human brain, related studies in rats have begun to investigate. However, age-related alterations of topological properties in individual brain metabolic network of rats remain unknown. In this study, a total of 48 healthy female Sprague–Dawley (SD) rats were used, including 24 young rats and 24 aged rats. We used Jensen-Shannon Divergence Similarity Estimation (JSSE) method for constructing individual metabolic networks to explore age-related topological properties and rich-club organization changes. Compared with the young rats, the aged rats showed significantly decreased clustering coefficient (<italic>Cp</italic>) and local efficiency (<italic>E</italic><sub><italic>loc</italic></sub>) across the whole-brain metabolic network. In terms of changes in local network measures, degree (<italic>D</italic>) and nodal efficiency (<italic>E</italic><sub><italic>nod</italic></sub>) of left posterior dorsal hippocampus, and <italic>E</italic><sub><italic>nod</italic></sub> of left olfactory tubercle were higher in the aged rats than in the young rats. About the rich-club analysis, the existence of rich-club organization in individual brain metabolic networks of rats was demonstrated. In addition, our findings further confirmed that rich-club connections were susceptible to aging. Relative to the young rats, the overall strength of rich-club connections was significantly reduced in the aged rats, while the overall strength of feeder and local connections was significantly increased. These findings demonstrated the age-related reorganization principle of the brain structure and improved our understanding of brain alternations during aging.</p>