Skip to main content
bioRxiv
  • Home
  • About
  • Submit
  • ALERTS / RSS
Advanced Search
New Results

Flexing the principal gradient of the cerebral cortex to suit changing semantic task demands

View ORCID ProfileZhiyao Gao, View ORCID ProfileLi Zheng, View ORCID ProfileKatya Krieger-Redwood, View ORCID ProfileAjay Halai, View ORCID ProfileDaniel S. Margulies, View ORCID ProfileJonathan Smallwood, View ORCID ProfileElizabeth Jefferies
doi: https://doi.org/10.1101/2022.05.14.491226
Zhiyao Gao
1Department of Psychology, University of York, Heslington, York YO10 5DD, United Kingdom
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Zhiyao Gao
  • For correspondence: zhiyao.gao@york.ac.uk beth.jefferies@york.ac.uk
Li Zheng
2Department of Psychology, University of Arizona, Tucson, AZ 85719, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Li Zheng
Katya Krieger-Redwood
1Department of Psychology, University of York, Heslington, York YO10 5DD, United Kingdom
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Katya Krieger-Redwood
Ajay Halai
3MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge CB2 1TN, United Kingdom
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Ajay Halai
Daniel S. Margulies
4Max Planck Research Group for Neuroanatomy & Connectivity, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig 04103, Germany
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Daniel S. Margulies
Jonathan Smallwood
5Department of Psychology, Queen’s University, Kingston, ON K7L 3N6, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Jonathan Smallwood
Elizabeth Jefferies
1Department of Psychology, University of York, Heslington, York YO10 5DD, United Kingdom
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Elizabeth Jefferies
  • For correspondence: zhiyao.gao@york.ac.uk beth.jefferies@york.ac.uk
  • Abstract
  • Full Text
  • Info/History
  • Metrics
  • Supplementary material
  • Preview PDF
Loading

Abstract

Understanding how thought emerges from the topographical structure of the cerebral cortex is a primary goal of cognitive neuroscience. Recent work has revealed a principal gradient of intrinsic connectivity capturing the separation of sensory-motor cortex from transmodal regions of the default mode network (DMN); this is thought to facilitate memory-guided cognition. However, studies have not explored how this dimension of connectivity changes when conceptual retrieval is controlled to suit the context. We used gradient decomposition of informational connectivity in a semantic association task to establish how the similarity in connectivity across brain regions changes during familiar and more original patterns of retrieval. Multivoxel activation patterns at opposite ends of the principal gradient were more divergent when participants retrieved stronger associations; therefore when long-term semantic information is sufficient for ongoing cognition, regions supporting heteromodal memory are functionally separated from sensory-motor experience. In contrast, when less related concepts were linked, this dimension of connectivity was reduced in strength as semantic control regions separated from the DMN to generate more flexible and original responses. We also observed fewer dimensions within the neural response towards the apex of the principal gradient when strong associations were retrieved, reflecting less complex or varied neural coding across trials and participants. In this way, the principal gradient explains how semantic cognition is organised in the human cerebral cortex: the separation of DMN from sensory-motor systems is a hallmark of the retrieval of strong conceptual links that are culturally shared.

Significance statement A central task in neuroscience is to understand how cognition emerges from the topographical structure of cerebral cortex. We used fMRI during a semantic task to assess informational connectivity as participants retrieved stereotypical or more unusual associations. The principal gradient of variation in informational connectivity captured the separation of heteromodal memory regions from unimodal cortex. This separation was reduced when weaker associations were retrieved; these trials also produced higher-dimensional neural responses in heteromodal regions. We conclude that the separation of DMN from sensory-motor systems is a hallmark of the retrieval of strong conceptual links that are culturally shared, while more complex and diverse cognition can be generated as this separation in connectivity is reduced.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • Competing financial interests The authors declare no competing financial interests.

Copyright 
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.
Back to top
PreviousNext
Posted May 14, 2022.
Download PDF

Supplementary Material

Email

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Enter multiple addresses on separate lines or separate them with commas.
Flexing the principal gradient of the cerebral cortex to suit changing semantic task demands
(Your Name) has forwarded a page to you from bioRxiv
(Your Name) thought you would like to see this page from the bioRxiv website.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Share
Flexing the principal gradient of the cerebral cortex to suit changing semantic task demands
Zhiyao Gao, Li Zheng, Katya Krieger-Redwood, Ajay Halai, Daniel S. Margulies, Jonathan Smallwood, Elizabeth Jefferies
bioRxiv 2022.05.14.491226; doi: https://doi.org/10.1101/2022.05.14.491226
Digg logo Reddit logo Twitter logo Facebook logo Google logo LinkedIn logo Mendeley logo
Citation Tools
Flexing the principal gradient of the cerebral cortex to suit changing semantic task demands
Zhiyao Gao, Li Zheng, Katya Krieger-Redwood, Ajay Halai, Daniel S. Margulies, Jonathan Smallwood, Elizabeth Jefferies
bioRxiv 2022.05.14.491226; doi: https://doi.org/10.1101/2022.05.14.491226

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
  • Tweet Widget
  • Facebook Like
  • Google Plus One
Subject Areas
All Articles
  • Animal Behavior and Cognition (3704)
  • Biochemistry (7834)
  • Bioengineering (5708)
  • Bioinformatics (21367)
  • Biophysics (10614)
  • Cancer Biology (8218)
  • Cell Biology (11989)
  • Clinical Trials (138)
  • Developmental Biology (6793)
  • Ecology (10433)
  • Epidemiology (2065)
  • Evolutionary Biology (13920)
  • Genetics (9736)
  • Genomics (13118)
  • Immunology (8182)
  • Microbiology (20092)
  • Molecular Biology (7886)
  • Neuroscience (43206)
  • Paleontology (321)
  • Pathology (1285)
  • Pharmacology and Toxicology (2270)
  • Physiology (3367)
  • Plant Biology (7263)
  • Scientific Communication and Education (1317)
  • Synthetic Biology (2012)
  • Systems Biology (5552)
  • Zoology (1135)