Evidence map›Paper›PMID 35573193›Full record

ArticleiScience2022

Network structure mediates functional reorganization induced by optogenetic stimulation of non-human primate sensorimotor cortex.

Julien Bloch, Alexander Greaves-Tunnell, Eric Shea-Brown, Zaid Harchaoui, Ali Shojaie, Azadeh Yazdan-Shahmorad

Open access · goldAbstract read
In one paragraph

Article in iScience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
1.5field-weighted citation impact, top 20% of its field
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

10 citing papers in PubMed, 17 citations in OpenAlex.

  1. Article
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  5. Article
  6. Review
  7. A Neural Implant Design Toolbox for Nonhuman Primates.Journal of visualized experiments : JoVE · 2024
    Article
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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

6 authors at 2 institutions in 1 country.

Julien BlochDepartment of Bioengineering, University of Washington, Seattle, WA 98105, USA.
Alexander Greaves-TunnellDepartment of Statistics, University of Washington, Seattle, WA 98105, USA.
Eric Shea-BrownDepartment of Applied Mathematics, University of Washington, Seattle, WA 98105, USA.
Zaid HarchaouiDepartment of Statistics, University of Washington, Seattle, WA 98105, USA.
Ali ShojaieDepartment of Biostatistics, University of Washington, Seattle, WA 98105, USA.
Azadeh Yazdan-ShahmoradDepartment of Bioengineering, University of Washington, Seattle, WA 98105, USA.
University of Washington · USUniversity of Washington Applied Physics Laboratory · US

Funding

Washington National Primate Research CenterP51OD010425 · OD · UNIVERSITY OF WASHINGTON · PI Mari Ostendorf · 2012 to 2026
$201.8M
Interdisciplinary Engineering Career Development Center in Movement and Rehabilitation SciencesK12HD073945 · NICHD · NORTHWESTERN UNIVERSITY AT CHICAGO · PI DEWALD, JULIUS P, REINKENSMEYER, DAVID JAY · 2012 to 2021
$7.9M
Engineering neuroplasticity using volitional control of activity-dependent optogenetic stimulation in macaque sensorimotor cortexR01NS119395 · NINDS · UNIVERSITY OF WASHINGTON · PI YAZDAN SHAHMORAD, AZADEH · 2021 to 2025
$3.9M
Machine Learning Tools for Discovery and Analysis of Active Metabolic PathwaysR01GM114029 · NIGMS · UNIVERSITY OF WASHINGTON · PI SHOJAIE, ALI · 2016 to 2020
$1.7M
Novel Statistical Inference for Biomedical Big DataR01GM133848 · NIGMS · UNIVERSITY OF WASHINGTON · PI SHOJAIE, ALI · 2020 to 2023
$1.7M
University of Washington PhD Training in Big Data for Genomics and NeuroscienceT32LM012419 · NLM · UNIVERSITY OF WASHINGTON · PI DANIEL, THOMAS L., FAIRHALL, ADRIENNE L · 2016 to 2019
$1.1M
NICHD NIH HHS K12 HD073945NIGMS NIH HHS R01 GM114029NIGMS NIH HHS R01 GM133848NIH HHS P51 OD010425NINDS NIH HHS R01 NS119395NLM NIH HHS T32 LM012419
6 · The paper itself

Abstract

Because aberrant network-level functional connectivity underlies a variety of neural disorders, the ability to induce targeted functional reorganization would be a profound development toward therapies for neural disorders. Brain stimulation has been shown to induce large-scale network-wide functional connectivity changes (FCC), but the mapping from stimulation to the induced changes is unclear. Here, we develop a model which jointly considers the stimulation protocol and the cortical network structure to accurately predict network-wide FCC in response to optogenetic stimulation of non-human primate primary sensorimotor cortex. We observe that the network structure has a much stronger effect than the stimulation protocol on the resulting FCC. We also observe that the mappings from these input features to the FCC diverge over frequency bands and successive stimulations. Our framework represents a paradigm shift for targeted neural stimulation and can be used to interrogate, improve, and develop stimulation-based interventions for neural disorders.

Indexed as

network structureneuroscience

Identifiers

PMID35573193
PMCPMC9095749
OpenAlexW4224286179

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.