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Record W4387365568 · doi:10.3389/fnint.2023.1296701

Editorial: Bridging the gap between integrative neuroscience and translational neuroscience

2023· editorial· en· W4387365568 on OpenAlexaff
Elı́as Manjarrez, Giulia Curia, Katinka Stecina, Alejandro López Valdés

Bibliographic record

VenueFrontiers in Integrative Neuroscience · 2023
Typeeditorial
Languageen
FieldMedicine
TopicAcupuncture Treatment Research Studies
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsNeuroscienceBridging (networking)Systems neuroscienceCognitive scienceCognitive neurosciencePsychologySocial neuroscienceComputer scienceCognitionSocial cognition

Abstract

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The first two papers in this collection have reported new methods to push the limits of precision in brain and spinal cord neurostimulation. They are relevant because non-invasive neurostimulation of the brain, peripheral nerves, and the spinal cord has unprecedented clinical interest. In this context, Fujiki et al., 2023, introduced the "quadripulse theta burst transcranial magnetic stimulation" (QTS), a new way to overcome failure rates in producing motor evoked potentials by transcranial magnetic stimulation. These authors employed a similar stimulation pattern as in previous studies (Jung et al., 2016;Hamada et al., 2013;Szelényi et al., 2007;Deletis and Sala, 2008;Tsutsui et al., 2015;and Deletis and Fernández-Conejero 2016). This QTS method amplified motor evoked potentials (MEPs) a thousand-fold, resulting in four independent MEPs 20 ms after each burst onset. The significance of this study is the potential use of QTS for motor palsy functional evaluation after intracerebral hemorrhage. In the same context of new neurotechnology developments, targeting the desired cluster of neurons by electrical stimulation is also challenging in the spinal cord when using non-invasive electrical stimulation. Here, Chandrasekaran et al., 2023 introduced a novel, highly flexible spinal electrode array for cervical dorsal root stimulation employed in people with motor complete spinal cord injury. This targeted stimulation increased volitionally generated force and tactile sensations within a 6-8-week period, but only in particular muscles showing discernable force production during the preintervention assessment. These results are comparable to those found by other authors (Freyvert et al., 2018;Inanici et al., 2021;Huang et al., 2022).The third paper by Soto et al. is a review covering the development of new active vestibular implantable devices to regain or modulate specific systemic functions. Like cochlear implants, pacemakers, or deep brain stimulators, the vestibular neuroprostheses are a strong example of how bridges between integrative and translational neuroscience are needed to achieve beneficial breakthroughs that will impact the lives of individuals. Vestibular dysfunction affects over 1.8 million people worldwide (Chow et al., 2021), influencing more than posture and balance. For instance, vestibular information propagates to various neural systems via the reticular formation, regulating alertness and autonomic function (Lane et al., 2019). In this research topic, the authors present a comprehensive review of the state-of-the-art in the development and testing of various prototypes of vestibular implants. Their review covers the 30-year journey from the first studies on external vestibular system stimulation to the recent successful human implantation studies. This review paper also highlights the challenges of producing vestibular responses, considering the complex interaction with hearing and the otolithic organs (Ramos de Miguel et al., 2020).The fourth article by Ilic et al. deals with visual imagery in dreams of congenitally blind people. This theme is controversial (Andrade et al., 2021). It has been shown that the lack of sensory stimulus in one system could be rescued by increased sensory-motor stimulation of other sensory systems. In addition, stimulation of other sensory modalities accelerates the development of the visual cortex, even without visual deprivation. This evidence suggests that the visual system may contribute to oneiric visual imagery-like perceptions, even in blind subjects. The review by Ilic et al. in this research topic analyses studies on the presence and nature of visuospatial imagery in dreams of blind people to elucidate how blind people "see," whether they may recreate visuospatial imagery via sensory substitution, and whether they can dream in images. At the neurophysiological level, neuroimaging and sensory substitution studies suggest that the "blind" occipital cortex may be able to integrate non-visual sensory inputs, generating visuospatial impressions and enabling the development of a typical spatiotemporal organization of early visual areas even in the life-long absence of vision. This could explain the ability of some congenitally blind individuals to draw symbolic representations of various visual images in striking likeness to those drawn by normally sighted. Therefore, elucidating the mechanistic nature of visual impressions could open new translational possibilities for treating these neurodisabilities.Finally, Mesmoudi et al. presented another interesting research covering the gap between integrative neuroscience and translational neuroscience in the context of the recent global health crisis of COVID-19, in which the discovery of ACE2 receptor mechanisms played a fundamental role in understanding this sickness. They employed data on mRNA expression levels of genes provided by the Allen Institute for Brain Science. Moreover, the localization of brain functions was provided by the LinkRbrain platform. These authors investigated which cognitive and sensorimotor functions are associated with the brain regions where ACE2/TMPRSS2 is overexpressed, hypothesizing that the infection might particularly affect them. The results show that central regions specific to ACE2 and MPRSS2 were localized in the brain stem, the subcortical, the orbitofrontal, and some occipital areas (see also Chen R. et al., 2021).In conclusion, these five papers, taken together, emphasize that we must bridge the gap between knowledge and practice, between theory and therapy. Thus, the synergy between integrative and translational neuroscience involving new neurotechnological developments could serve as the bridge that will lead us to a future where neurological conditions are better comprehended and more effectively treated. As we persist in exploring the frontiers of the brain, let us bear in mind that we could discover the key to unlocking the full potential of neuroscience for the benefit of humanity through the fusion of these two established disciplines.Figure 1. The images highlight the importance of connecting integrative and translational neuroscience to enhance our understanding of brain function and its clinical applications. This collection of five articles focuses on bridging the gap between these two areas of study. The artistic representations were produced with consent from www.deepdreamgenerator.com using a paid "energy pack" for image creation.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.031
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: Editorial
Teacher disagreement score0.029
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.031
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0010.004
Science and technology studies0.0010.006
Scholarly communication0.0000.001
Open science0.0020.001
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.034
GPT teacher head0.349
Teacher spread0.315 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEditorial

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2023
Admission routes1
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