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Modulation of neural variability: Age-related reduction, GABAergic basis, and behavioral implications

View ORCID ProfilePoortata Lalwani, Thad A. Polk, Douglas D. Garrett
doi: https://doi.org/10.1101/2022.09.14.507785
Poortata Lalwani
1Department of Psychology, University of Michigan, Ann Arbor, MI, USA
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  • For correspondence: poortata@umich.edu
Thad A. Polk
1Department of Psychology, University of Michigan, Ann Arbor, MI, USA
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Douglas D. Garrett
2Max Planck UCL Centre for Computational Psychiatry and Ageing Research, Berlin, Germany
3Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany
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Abstract

Moment-to-moment neural variability has been shown to scale positively with the complexity of stimulus input. However, the mechanisms underlying the ability to align variability to input complexity are unknown. Using a combination of computational modeling, fMRI, MR spectroscopy, and pharmacological intervention, we investigated the role of aging and GABA in neural variability during visual processing. We found that participants expressed higher variability when viewing more complex stimuli. Such variability modulation was associated with higher baseline visual GABA levels and was reduced in older adults. When pharmacologically increasing GABA activity, we found that participants with lower baseline GABA levels showed higher drug- related increase in variability modulation, consistent with an inverted-U account. Finally, higher baseline GABA and variability modulation were jointly associated with better visual-discrimination performance. These results suggest that GABA plays an important role in how humans utilize neural variability to adapt to the complexity of the visual world.

Competing Interest Statement

The authors have declared no competing interest.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted September 17, 2022.
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Modulation of neural variability: Age-related reduction, GABAergic basis, and behavioral implications
Poortata Lalwani, Thad A. Polk, Douglas D. Garrett
bioRxiv 2022.09.14.507785; doi: https://doi.org/10.1101/2022.09.14.507785
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Modulation of neural variability: Age-related reduction, GABAergic basis, and behavioral implications
Poortata Lalwani, Thad A. Polk, Douglas D. Garrett
bioRxiv 2022.09.14.507785; doi: https://doi.org/10.1101/2022.09.14.507785

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