Activity in perirhinal and entorhinal cortex predicts perceived visual similarities among category exemplars with highest precision

  1. Kayla M Ferko
  2. Anna Blumenthal
  3. Chris B Martin
  4. Daria Proklova
  5. Alexander N Minos
  6. Lisa M Saksida
  7. Timothy J Bussey
  8. Ali R Khan
  9. Stefan Köhler  Is a corresponding author
  1. University of Western Ontario, Canada
  2. University of Laval, Canada
  3. Florida State University, United States

Abstract

Vision neuroscience has made great strides in understanding the hierarchical organization of object representations along the ventral visual stream (VVS). How VVS representations capture fine-grained visual similarities between objects that observers subjectively perceive has received limited examination so far. In the current study, we addressed this question by focusing on perceived visual similarities among subordinate exemplars of real world-categories. We hypothesized that these perceived similarities are reflected with highest fidelity in neural activity patterns downstream from inferotemporal regions, namely in perirhinal and anterolateral entorhinal cortex in the medial temporal-lobe. To address this issue with fMRI, we administered a modified 1-Back task that required discrimination between category exemplars as well as categorization. Further, we obtained observer-specific ratings of perceived visual similarities, which predicted behavioural performance during scanning. As anticipated, we found that activity patterns in perirhinal and anterolateral entorhinal cortex predicted the structure of perceived visual similarity relationships among category exemplars, including its observer-specific component, with higher precision than any other VVS region. Our findings provide new evidence that subjective aspects of object perception that rely on fine-grained visual differentiation are reflected with highest fidelity in the medial temporal lobe.

Data availability

All data generated or analyzed during this study are included in the manuscript and supporting fields. Source data files have been provided for Figures 1, 2, 3, 4, 6,7

Article and author information

Author details

  1. Kayla M Ferko

    Brain and Mind Institute, University of Western Ontario, london, Canada
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-4362-7295
  2. Anna Blumenthal

    Cervo Brain Research Center, University of Laval, Quebec, Canada
    Competing interests
    The authors declare that no competing interests exist.
  3. Chris B Martin

    Department of Psychology, Florida State University, Tallahasse, United States
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-7014-4371
  4. Daria Proklova

    Brain and Mind Institute, University of Western Ontario, London, Canada
    Competing interests
    The authors declare that no competing interests exist.
  5. Alexander N Minos

    Brain and Mind Institute, University of Western Ontario, London, Canada
    Competing interests
    The authors declare that no competing interests exist.
  6. Lisa M Saksida

    Robarts Research Institute, University of Western Ontario, London, Canada
    Competing interests
    The authors declare that no competing interests exist.
  7. Timothy J Bussey

    Brain and Mind Institute, University of Western Ontario, London, Canada
    Competing interests
    The authors declare that no competing interests exist.
  8. Ali R Khan

    Brain and Mind Institute, University of Western Ontario, London, Canada
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-0760-8647
  9. Stefan Köhler

    Brain and Mind Institute, University of Western Ontario, london, Canada
    For correspondence
    stefank@uwo.ca
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-1905-6453

Funding

Canadian Institutes of Health Research (366062)

  • Ali R Khan

Canadian Institutes of Health Research (366062)

  • Stefan Köhler

Natural Sciences and Engineering Research Council of Canada

  • Kayla M Ferko

Ontario Trillium Foundation

  • Anna Blumenthal

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

Ethics

Human subjects: Human subjects: The study was approved by the Institutional Review Board at the University of Western Ontario (REB # 115283). Informed consent was obtained from each participant before the experiment, including consent to publish anonymized results.

Reviewing Editor

  1. Lila Davachi, Columbia University, United States

Version history

  1. Preprint posted: January 21, 2021 (view preprint)
  2. Received: January 25, 2021
  3. Accepted: March 17, 2022
  4. Accepted Manuscript published: March 21, 2022 (version 1)
  5. Version of Record published: April 20, 2022 (version 2)

Copyright

© 2022, Ferko et al.

This article is distributed under the terms of the Creative Commons Attribution License permitting unrestricted use and redistribution provided that the original author and source are credited.

Metrics

  • 1,107
    Page views
  • 178
    Downloads
  • 10
    Citations

Article citation count generated by polling the highest count across the following sources: Crossref, PubMed Central, Scopus.

Download links

A two-part list of links to download the article, or parts of the article, in various formats.

Downloads (link to download the article as PDF)

Open citations (links to open the citations from this article in various online reference manager services)

Cite this article (links to download the citations from this article in formats compatible with various reference manager tools)

  1. Kayla M Ferko
  2. Anna Blumenthal
  3. Chris B Martin
  4. Daria Proklova
  5. Alexander N Minos
  6. Lisa M Saksida
  7. Timothy J Bussey
  8. Ali R Khan
  9. Stefan Köhler
(2022)
Activity in perirhinal and entorhinal cortex predicts perceived visual similarities among category exemplars with highest precision
eLife 11:e66884.
https://doi.org/10.7554/eLife.66884

Further reading

    1. Neuroscience
    Connon I Thomas, Melissa A Ryan ... Benjamin Scholl
    Research Article

    Postsynaptic mitochondria are critical for the development, plasticity, and maintenance of synaptic inputs. However, their relationship to synaptic structure and functional activity is unknown. We examined a correlative dataset from ferret visual cortex with in vivo two-photon calcium imaging of dendritic spines during visual stimulation and electron microscopy reconstructions of spine ultrastructure, investigating mitochondrial abundance near functionally and structurally characterized spines. Surprisingly, we found no correlation to structural measures of synaptic strength. Instead, we found that mitochondria are positioned near spines with orientation preferences that are dissimilar to the somatic preference. Additionally, we found that mitochondria are positioned near groups of spines with heterogeneous orientation preferences. For a subset of spines with a mitochondrion in the head or neck, synapses were larger and exhibited greater selectivity to visual stimuli than those without a mitochondrion. Our data suggest mitochondria are not necessarily positioned to support the energy needs of strong spines, but rather support the structurally and functionally diverse inputs innervating the basal dendrites of cortical neurons.

    1. Neuroscience
    Weiwei Qui, Chelsea R Hutch ... Darleen Sandoval
    Research Article

    Several discrete groups of feeding-regulated neurons in the nucleus of the solitary tract (nucleus tractus solitarius; NTS) suppress food intake, including avoidance-promoting neurons that express Cck (NTSCck cells) and distinct Lepr- and Calcr-expressing neurons (NTSLepr and NTSCalcr cells, respectively) that suppress food intake without promoting avoidance. To test potential synergies among these cell groups we manipulated multiple NTS cell populations simultaneously. We found that activating multiple sets of NTS neurons (e.g., NTSLepr plus NTSCalcr (NTSLC), or NTSLC plus NTSCck (NTSLCK)) suppressed feeding more robustly than activating single populations. While activating groups of cells that include NTSCck neurons promoted conditioned taste avoidance (CTA), NTSLC activation produced no CTA despite abrogating feeding. Thus, the ability to promote CTA formation represents a dominant effect but activating multiple non-aversive populations augments the suppression of food intake without provoking avoidance. Furthermore, silencing multiple NTS neuron groups augmented food intake and body weight to a greater extent than silencing single populations, consistent with the notion that each of these NTS neuron populations plays crucial and cumulative roles in the control of energy balance. We found that silencing NTSLCK neurons failed to blunt the weight-loss response to vertical sleeve gastrectomy (VSG) and that feeding activated many non-NTSLCK neurons, however, suggesting that as-yet undefined NTS cell types must make additional contributions to the restraint of feeding.