Brain networks more stable in individuals with higher cognitive abilities

Summary: Higher intelligence was associated with higher temporal stability of brain network modularity. Brain regions of the dorsal attention network contributed most to the observed effect.

Source: Goethe University Frankfurt

The interconnections and communication between different regions of the human brain influence our behaviour in many ways. This is also true for individual differences in higher cognitive abilities. The brains of more intelligent individuals are characterised by temporally more stable interactions in neural networks. This is the result of a recent study conducted by Dr Kirsten Hilger and Professor Christian Fiebach from the Department of Psychology and Brain Imaging Center of Goethe University Frankfurt in collaboration with Dr Makoto Fukushima and Professor Olaf Sporns from Indiana University Bloomington, USA. The study was published online in the scientific journal ‘Human Brain Mapping’.

Intelligence and its neurobiological basis

Various theories have been proposed to explain the differences in different individuals’ cognitive abilities, including neurobiological models. For instance, it has been proposed that more intelligent individuals make stronger use of certain brain areas, that their brains generally operate more efficiently, or that certain brain systems are better wired in smarter people. Only recently have methodological advances made it possible to also investigate the temporal dynamics of human brain networks, using functional magnetic resonance imaging (fMRI). An international team of researchers from Goethe University and Indiana University Bloomington analysed fMRI scans of 281 participants to investigate how dynamic network characteristics of the human brain relate to general intelligence.

Stability of brain networks as general advantage

The human brain has a modular organisation – it can be subdivided into different networks that serve different functions such as vision, hearing, or the control of voluntary behaviour. In their current study, Kirsten Hilger and colleagues investigated whether this modular organisation of the human brain changes over time, and whether or not these changes relate to individual differences in the scores that study participants achieved in an intelligence test. The results of the study show that the modular brain network organisation of more intelligent persons exhibited less fluctuations during the fMRI measurement session. This increased stability of brain network organisation was primarily found in brain systems that are important for the control of attention.

This shows a woman's head with a neural network overlay

The human brain has a modular organisation – it can be subdivided into different networks that serve different functions such as vision, hearing, or the control of voluntary behaviour. The image is in the public domain.

Attention plays a key role

“The study of the temporal dynamics of human brain networks using fMRI is a relatively new field of research” says Hilger. She speculates: “The temporally more stable network organisation in more intelligent individuals could be a protective mechanism of the brain against falling into maladaptive network states in which major networks disconnect and communication may be hampered.” She also stresses that it remains an open question how exactly these network properties influence cognitive ability: “At present, we do not know whether the temporally more stable brain connections are a source or a consequence of higher intelligence. However, our results suggest that processes of controlled attention – that is, the ability to stay focused and to concentrate on a task – may play an important role for general intelligence.”

About this neuroscience research article

Goethe University Frankfurt
Media Contacts:
Kirsten Hilger – Goethe University Frankfurt
Image Source:
The image is in the public domain.

Original Research: Closed access
“Temporal Stability of Functional Brain Modules Associated with Human Intelligence”. Hilger, K., Fukushima, M., Sporns, O., & Fiebach, C. F.
Human Brain Mapping doi:10.1002/hbm.24807.


Temporal Stability of Functional Brain Modules Associated with Human Intelligence

Individual differences in general cognitive ability (i.e., intelligence) have been linked to individual variations in the modular organization of functional brain networks. However, these analyses have been limited to static (time‐averaged) connectivity, and have not yet addressed whether dynamic changes in the configuration of brain networks relate to general intelligence. Here, we used multiband functional MRI resting‐state data (N = 281) and estimated subject‐specific time‐varying functional connectivity networks. Modularity optimization was applied to determine individual time‐variant module partitions and to assess fluctuations in modularity across time. We show that higher intelligence, indexed by an established composite measure, the Wechsler Abbreviated Scale of Intelligence (WASI), is associated with higher temporal stability (lower temporal variability) of brain network modularity. Post‐hoc analyses reveal that subjects with higher intelligence scores engage in fewer periods of extremely high modularity — which are characterized by greater disconnection of task‐positive from task‐negative networks. Further, we show that brain regions of the dorsal attention network contribute most to the observed effect. In sum, our study suggests that investigating the temporal dynamics of functional brain network topology contributes to our understanding of the neural bases of general cognitive abilities.

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