A cellular mechanism for inverse effectiveness in multisensory integration

Abstract

To build a coherent view of the external world, an organism needs to integrate multiple types of sensory information from different sources, a process known as multisensory integration (MSI). Previously we showed that the temporal dependence of MSI in the optic tectum of Xenopus laevis tadpoles is mediated by the network dynamics of the recruitment of local inhibition by sensory input (Felch et al., 2016). This was one of the first cellular-level mechanisms described for MSI. Here we expand this cellular level view of MSI by focusing on the principle of inverse effectiveness, another central feature of MSI stating that the amount of multisensory enhancement observed inversely depends on the size of unisensory responses. We show that non-linear summation of crossmodal synaptic responses, mediated by NMDA-type glutamate receptor (NMDARs) activation, form the cellular basis for inverse effectiveness, both at the cellular and behavioral levels.

Article and author information

Author details

  1. Torrey LS Truszkowski

    Department of Neuroscience, Brown University, Providence, United States
    Competing interests
    The authors declare that no competing interests exist.
  2. Oscar A Carrillo

    Department of Neuroscience, Brown University, Providence, United States
    Competing interests
    The authors declare that no competing interests exist.
  3. Julia Bleier

    Department of Neuroscience, Brown University, Providence, United States
    Competing interests
    The authors declare that no competing interests exist.
  4. Carolina Ramirez-Vizcarrondo

    Department of Neuroscience, Brown University, Providence, United States
    Competing interests
    The authors declare that no competing interests exist.
  5. Daniel L Felch

    Department of Neuroscience, Brown University, Providence, United States
    Competing interests
    The authors declare that no competing interests exist.
  6. Molly McQuillan

    Bard College, Annandale-On-Hudson, United States
    Competing interests
    The authors declare that no competing interests exist.
  7. Christopher P Truszkowski

    Digital Services, Roger Williams University, Bristol, United States
    Competing interests
    The authors declare that no competing interests exist.
  8. Arseny S Khakhalin

    Bard College, Annandale-On-Hudson, United States
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-0429-1728
  9. Carlos D Aizenman

    Department of Neuroscience, Brown University, Providence, United States
    For correspondence
    Carlos_Aizenman@brown.edu
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-7378-7217

Funding

National Institutes of Health (NIH F31 NS09379001)

  • Torrey LS Truszkowski

National Science Foundation (NSF IOS 1353044)

  • Torrey LS Truszkowski
  • Oscar A Carrillo
  • Julia Bleier
  • Carolina Ramirez-Vizcarrondo
  • Christopher P Truszkowski
  • Carlos D Aizenman

American Physiological Society

  • Oscar A Carrillo
  • Carolina Ramirez-Vizcarrondo

Bard Summer Research Institute, Bard College

  • Molly McQuillan
  • Arseny S Khakhalin

Brown University

  • Oscar A Carrillo
  • Julia Bleier
  • Carolina Ramirez-Vizcarrondo

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

Ethics

Animal experimentation: This study was performed in strict accordance with the recommendations in the Guide for the Care and Use of Laboratory Animals of the National Institutes of Health. All of the animals were handled according to approved institutional animal care and use committee (IACUC) protocols (1607000219) of Brown University.

Copyright

© 2017, Truszkowski 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

  • 2,230
    views
  • 424
    downloads
  • 23
    citations

Views, downloads and citations are aggregated across all versions of this paper published by eLife.

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. Torrey LS Truszkowski
  2. Oscar A Carrillo
  3. Julia Bleier
  4. Carolina Ramirez-Vizcarrondo
  5. Daniel L Felch
  6. Molly McQuillan
  7. Christopher P Truszkowski
  8. Arseny S Khakhalin
  9. Carlos D Aizenman
(2017)
A cellular mechanism for inverse effectiveness in multisensory integration
eLife 6:e25392.
https://doi.org/10.7554/eLife.25392

Share this article

https://doi.org/10.7554/eLife.25392

Further reading

    1. Neuroscience
    Serena Notartomaso, Nico Antenucci ... Volker Neugebauer
    Research Article

    We used light-sensitive drugs to identify the brain region-specific role of mGlu5 metabotropic glutamate receptors in the control of pain. Optical activation of systemic JF-NP-26, a caged, normally inactive, negative allosteric modulator (NAM) of mGlu5 receptors, in cingulate, prelimbic, and infralimbic cortices and thalamus inhibited neuropathic pain hypersensitivity. Systemic treatment of alloswitch-1, an intrinsically active mGlu5 receptor NAM, caused analgesia, and the effect was reversed by light-induced drug inactivation in the prelimbic and infralimbic cortices, and thalamus. This demonstrates that mGlu5 receptor blockade in the medial prefrontal cortex and thalamus is both sufficient and necessary for the analgesic activity of mGlu5 receptor antagonists. Surprisingly, when the light was delivered in the basolateral amygdala, local activation of systemic JF-NP-26 reduced pain thresholds, whereas inactivation of alloswitch-1 enhanced analgesia. Electrophysiological analysis showed that alloswitch-1 increased excitatory synaptic responses in prelimbic pyramidal neurons evoked by stimulation of presumed BLA input, and decreased BLA-driven feedforward inhibition of amygdala output neurons. Both effects were reversed by optical silencing and reinstated by optical reactivation of alloswitch-1. These findings demonstrate for the first time that the action of mGlu5 receptors in the pain neuraxis is not homogenous, and suggest that blockade of mGlu5 receptors in the BLA may limit the overall analgesic activity of mGlu5 receptor antagonists. This could explain the suboptimal effect of mGlu5 NAMs on pain in human studies and validate photopharmacology as an important tool to determine ideal target sites for systemic drugs.

    1. Neuroscience
    Charles R Heller, Gregory R Hamersky, Stephen V David
    Research Article

    Categorical sensory representations are critical for many behaviors, including speech perception. In the auditory system, categorical information is thought to arise hierarchically, becoming increasingly prominent in higher-order cortical regions. The neural mechanisms that support this robust and flexible computation remain poorly understood. Here, we studied sound representations in the ferret primary and non-primary auditory cortex while animals engaged in a challenging sound discrimination task. Population-level decoding of simultaneously recorded single neurons revealed that task engagement caused categorical sound representations to emerge in non-primary auditory cortex. In primary auditory cortex, task engagement caused a general enhancement of sound decoding that was not specific to task-relevant categories. These findings are consistent with mixed selectivity models of neural disentanglement, in which early sensory regions build an overcomplete representation of the world and allow neurons in downstream brain regions to flexibly and selectively read out behaviorally relevant, categorical information.