Evidence map›Paper›PMID 36508417›Full record

ArticlePloS one2022

Differential thalamocortical interactions in slow and fast spindle generation: A computational model.

Muhammad Mushtaq, Lisa Marshall, Maxim Bazhenov, Matthias Mölle, Thomas Martinetz

Abstract read
In one paragraph

Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Muhammad MushtaqInstitute for Neuro- and Bioinformatics, Lübeck, Germany.ORCID 0000-0002-0676-9289
Lisa MarshallInstitute of Experimental and Clinical Pharmacology, University of Lübeck, Lübeck, Germany.
Maxim BazhenovDepartment of Medicine, University of California, San Diego, La Jolla, California, United States of America.
Matthias MölleCenter for Brain, Behavior and Metabolism, Lübeck, Germany.
Thomas MartinetzInstitute for Neuro- and Bioinformatics, Lübeck, Germany.ORCID 0000-0002-4539-4475

Funding

Integrated Biophysical and Neural Model of Electrical Stimulation EffectsR01NS109553 · NINDS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI BAZHENOV, MAKSIM V, HALGREN, ERIC · 2019 to 2023
$4.4M
From ion channel dynamics to human EEG and MEG: multiscale neuronal models validated by human dataRF1MH117155 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI BAZHENOV, MAKSIM V, CASH, SYDNEY S · 2018 to 2018
$3.7M
Neuroscience Resident Research ProgramUE5NS065743 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI SYDNEY S CASH, Ziv Williams · 2024 to 2026
$2.6M
CRCNS: Neural computations underlying sequence memory consolidation in sleepR01MH125557 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI BAZHENOV, MAKSIM V · 2020 to 2024
$1.8M
NIMH NIH HHS R01 MH125557NIMH NIH HHS RF1 MH117155NINDS NIH HHS R01 NS109553NINDS NIH HHS UE5 NS065743
6 · The paper itself

Abstract

Cortical slow oscillations (SOs) and thalamocortical sleep spindles are two prominent EEG rhythms of slow wave sleep. These EEG rhythms play an essential role in memory consolidation. In humans, sleep spindles are categorized into slow spindles (8-12 Hz) and fast spindles (12-16 Hz), with different properties. Slow spindles that couple with the up-to-down phase of the SO require more experimental and computational investigation to disclose their origin, functional relevance and most importantly their relation with SOs regarding memory consolidation. To examine slow spindles, we propose a biophysical thalamocortical model with two independent thalamic networks (one for slow and the other for fast spindles). Our modeling results show that fast spindles lead to faster cortical cell firing, and subsequently increase the amplitude of the cortical local field potential (LFP) during the SO down-to-up phase. Slow spindles also facilitate cortical cell firing, but the response is slower, thereby increasing the cortical LFP amplitude later, at the SO up-to-down phase of the SO cycle. Neither the SO rhythm nor the duration of the SO down state is affected by slow spindle activity. Furthermore, at a more hyperpolarized membrane potential level of fast thalamic subnetwork cells, the activity of fast spindles decreases, while the slow spindles activity increases. Together, our model results suggest that slow spindles may facilitate the initiation of the following SO cycle, without however affecting expression of the SO Up and Down states.

Indexed as

ElectroencephalographySleep, Slow-WaveCerebral CortexHumansSleepThalamus

Identifiers

PMID36508417
PMCPMC9744318

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.