Closed-loop auditory stimulation method to modulate sleep slow waves and motor learning performance in rats

  1. Carlos G Moreira
  2. Christian R Baumann
  3. Maurizio Scandella
  4. Sergio I Nemirovsky
  5. Sven Leach
  6. Reto Huber
  7. Daniela Noain  Is a corresponding author
  1. University Hospital Zurich, Switzerland
  2. University of Buenos Aires, Argentina
  3. University Children's Hospital Zurich, Switzerland
  4. Childrens University Hospital Zurich, Switzerland

Abstract

Slow waves and cognitive output have been modulated in humans by phase-targeted auditory stimulation. However, to advance its technical development and further our understanding, implementation of the method in animal models is indispensable. Here, we report the successful employment of slow waves' phase-targeted closed-loop auditory stimulation (CLAS) in rats. To validate this new tool both conceptually and functionally, we tested the effects of up- and down‑phase CLAS on proportions and spectral characteristics of sleep, and on learning performance in the single-pellet reaching task, respectively. Without affecting 24-h sleep-wake behavior, CLAS specifically altered delta (slow waves) and sigma (sleep spindles) power persistently over chronic periods of stimulation. While up-phase CLAS does not elicit a significant change in behavioral performance, down-phase CLAS exerted a detrimental effect on overall engagement and success rate in the behavioral test. Overall CLAS-dependent spectral changes were positively correlated with learning performance. Altogether, our results provide proof-of-principle evidence that phase-targeted CLAS of slow waves in rodents is efficient, safe and stable over chronic experimental periods, enabling the use of this high‑specificity tool for basic and preclinical translational sleep research.

Data availability

The .edf files containing EEG/EMG signal (BL and M-T1-4), the corresponding labels detailing vigilance states (4s resolution), the temporal flags of the auditory triggers, and the counts from the single-pellet reaching task are publicly available in Dryad (doi:10.5061/dryad.bvq83bk99). All figures accompanied by an Excel file containing the numerical data and statistical analyses are provided with this submission as well as in the Dryad repository.

The following data sets were generated

Article and author information

Author details

  1. Carlos G Moreira

    Neurology, University Hospital Zurich, Schlieren, Switzerland
    Competing interests
    The authors declare that no competing interests exist.
  2. Christian R Baumann

    Department of Neurology, University Hospital Zurich, Zurich, Switzerland
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-3417-1978
  3. Maurizio Scandella

    Neurology, University Hospital Zurich, Zurich, Switzerland
    Competing interests
    The authors declare that no competing interests exist.
  4. Sergio I Nemirovsky

    Institute of Biological Chemistry, School of Exact and Natural Sciences (IQUIBICEN)., University of Buenos Aires, Buenos Aires, Argentina
    Competing interests
    The authors declare that no competing interests exist.
  5. Sven Leach

    Child Development Center, University Children's Hospital Zurich, Zurich, Switzerland
    Competing interests
    The authors declare that no competing interests exist.
  6. Reto Huber

    Child Development Center, Childrens University Hospital Zurich, Zurich, Switzerland
    Competing interests
    The authors declare that no competing interests exist.
  7. Daniela Noain

    Neurology, University Hospital Zurich, Schlieren, Switzerland
    For correspondence
    daniela.noain@usz.ch
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-5482-7933

Funding

Swiss National Science Foundation (163056 and 188790)

  • Christian R Baumann

Synapsis Foundation for Alzheimer's Research

  • Daniela Noain

Neuroscience Center Zurich, University of Zurich (Rahn and Bodmer donation)

  • Daniela Noain

Armin and Jeannine Kurz Stiftung

  • Daniela Noain

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

Reviewing Editor

  1. Denise Cai, Icahn School of Medicine at Mount Sinai, United States

Ethics

Animal experimentation: All procedures were approved by the veterinary office of the Canton Zurich under license ZH231/2015.

Version history

  1. Received: March 4, 2021
  2. Preprint posted: March 18, 2021 (view preprint)
  3. Accepted: September 29, 2021
  4. Accepted Manuscript published: October 6, 2021 (version 1)
  5. Version of Record published: October 21, 2021 (version 2)

Copyright

© 2021, Moreira 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

  • 2,090
    views
  • 235
    downloads
  • 13
    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. Carlos G Moreira
  2. Christian R Baumann
  3. Maurizio Scandella
  4. Sergio I Nemirovsky
  5. Sven Leach
  6. Reto Huber
  7. Daniela Noain
(2021)
Closed-loop auditory stimulation method to modulate sleep slow waves and motor learning performance in rats
eLife 10:e68043.
https://doi.org/10.7554/eLife.68043

Share this article

https://doi.org/10.7554/eLife.68043

Further reading

    1. Genetics and Genomics
    2. Neuroscience
    Bohan Zhu, Richard I Ainsworth ... Javier González-Maeso
    Research Article

    Genome-wide association studies have revealed >270 loci associated with schizophrenia risk, yet these genetic factors do not seem to be sufficient to fully explain the molecular determinants behind this psychiatric condition. Epigenetic marks such as post-translational histone modifications remain largely plastic during development and adulthood, allowing a dynamic impact of environmental factors, including antipsychotic medications, on access to genes and regulatory elements. However, few studies so far have profiled cell-specific genome-wide histone modifications in postmortem brain samples from schizophrenia subjects, or the effect of antipsychotic treatment on such epigenetic marks. Here, we conducted ChIP-seq analyses focusing on histone marks indicative of active enhancers (H3K27ac) and active promoters (H3K4me3), alongside RNA-seq, using frontal cortex samples from antipsychotic-free (AF) and antipsychotic-treated (AT) individuals with schizophrenia, as well as individually matched controls (n=58). Schizophrenia subjects exhibited thousands of neuronal and non-neuronal epigenetic differences at regions that included several susceptibility genetic loci, such as NRG1, DISC1, and DRD3. By analyzing the AF and AT cohorts separately, we identified schizophrenia-associated alterations in specific transcription factors, their regulatees, and epigenomic and transcriptomic features that were reversed by antipsychotic treatment; as well as those that represented a consequence of antipsychotic medication rather than a hallmark of schizophrenia in postmortem human brain samples. Notably, we also found that the effect of age on epigenomic landscapes was more pronounced in frontal cortex of AT-schizophrenics, as compared to AF-schizophrenics and controls. Together, these data provide important evidence of epigenetic alterations in the frontal cortex of individuals with schizophrenia, and remark for the first time on the impact of age and antipsychotic treatment on chromatin organization.

    1. Neuroscience
    Aedan Yue Li, Natalia Ladyka-Wojcik ... Morgan Barense
    Research Article

    Combining information from multiple senses is essential to object recognition, core to the ability to learn concepts, make new inferences, and generalize across distinct entities. Yet how the mind combines sensory input into coherent crossmodal representations - the crossmodal binding problem - remains poorly understood. Here, we applied multi-echo fMRI across a four-day paradigm, in which participants learned 3-dimensional crossmodal representations created from well-characterized unimodal visual shape and sound features. Our novel paradigm decoupled the learned crossmodal object representations from their baseline unimodal shapes and sounds, thus allowing us to track the emergence of crossmodal object representations as they were learned by healthy adults. Critically, we found that two anterior temporal lobe structures - temporal pole and perirhinal cortex - differentiated learned from non-learned crossmodal objects, even when controlling for the unimodal features that composed those objects. These results provide evidence for integrated crossmodal object representations in the anterior temporal lobes that were different from the representations for the unimodal features. Furthermore, we found that perirhinal cortex representations were by default biased towards visual shape, but this initial visual bias was attenuated by crossmodal learning. Thus, crossmodal learning transformed perirhinal representations such that they were no longer predominantly grounded in the visual modality, which may be a mechanism by which object concepts gain their abstraction.