Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, China.
Research Center of Clinical Medical Imaging, Anhui Province, Hefei, China.
Hum Brain Mapp. 2021 Jul;42(10):3088-3101. doi: 10.1002/hbm.25419. Epub 2021 Mar 19.
Network neuroscience has broadly conceptualized the functions of the brain as complex communication within and between large-scale neural networks. Nevertheless, whether and how the gut microbiota influence functional network connectivity that in turn impact human behaviors has yet to be determined. We collected fecal samples from 157 healthy young adults and used 16S sequencing to assess gut microbial diversity and enterotypes. Large-scale inter- and intranetwork functional connectivity was measured using a combination of resting-state functional MRI data and independent component analysis. Sleep quality and core executive functions were also evaluated. Then, we tested for potential associations between gut microbiota, functional network connectivity and behaviors. We found significant associations of gut microbial diversity with internetwork functional connectivity between the executive control, default mode and sensorimotor systems, and intranetwork connectivity of the executive control system. Moreover, some internetwork functional connectivity mediated the relations of microbial diversity with sleep quality, working memory, and attention. In addition, there was a significant effect of enterotypes on intranetwork connectivity of the executive control system, which could mediate the link between enterotypes and executive function. Our findings not only may expand existing biological knowledge of the gut microbiota-brain-behavior relationships from the perspective of large-scale functional network organization, but also may ultimately inform a translational conceptualization of how to improve sleep quality and executive functions through the regulation of gut microbiota.
网络神经科学广泛地将大脑的功能概念化为大规模神经网络内部和之间的复杂通信。然而,肠道微生物群是否以及如何影响功能网络连接,进而影响人类行为,尚待确定。我们从 157 名健康的年轻成年人中收集了粪便样本,并使用 16S 测序来评估肠道微生物多样性和肠型。使用静息态功能磁共振成像数据和独立成分分析的组合来测量大规模的内部和网络间功能连接。还评估了睡眠质量和核心执行功能。然后,我们测试了肠道微生物群、功能网络连接和行为之间的潜在关联。我们发现肠道微生物多样性与执行控制、默认模式和感觉运动系统之间的网络间功能连接以及执行控制系统的内部网络连接之间存在显著关联。此外,一些网络间功能连接介导了微生物多样性与睡眠质量、工作记忆和注意力之间的关系。此外,肠型对执行控制系统的内部网络连接有显著影响,它可以介导肠型与执行功能之间的联系。我们的研究结果不仅可以从大规模功能网络组织的角度扩展现有关于肠道微生物群-大脑-行为关系的生物学知识,还可以最终为如何通过调节肠道微生物群来改善睡眠质量和执行功能提供转化概念。