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Cortical Representation of Movement Across the Developmental Transition to Continuous Neural Activity
Primary motor cortex (M1) exhibits a protracted period of development that includes the establishment of a somatosensory map long before motor outflow emerges. In rats, the sensory representation is established by postnatal day (P) 8 when cortical activity is still “discontinuous.” Here, we ask how...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9882351/ https://www.ncbi.nlm.nih.gov/pubmed/36711887 http://dx.doi.org/10.1101/2023.01.22.525085 |
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author | Glanz, Ryan Sokoloff, Greta Blumberg, Mark S. |
author_facet | Glanz, Ryan Sokoloff, Greta Blumberg, Mark S. |
author_sort | Glanz, Ryan |
collection | PubMed |
description | Primary motor cortex (M1) exhibits a protracted period of development that includes the establishment of a somatosensory map long before motor outflow emerges. In rats, the sensory representation is established by postnatal day (P) 8 when cortical activity is still “discontinuous.” Here, we ask how the representation survives the sudden transition to noisy “continuous” activity at P12. Using neural decoding to predict forelimb movements based solely on M1 activity, we show that a linear decoder is sufficient to predict limb movements at P8, but not at P12; in contrast, a nonlinear decoder effectively predicts limb movements at P12. The change in decoder performance at P12 reflects an increase in both the complexity and uniqueness of kinematic information available in M1. We next show that the representation at P12 is more susceptible to the deleterious effects of “lesioning” inputs and to “transplanting” M1’s encoding scheme from one pup to another. We conclude that the emergence of continuous cortical activity signals the developmental onset in M1 of more complex, informationally sparse, and individualized sensory representations. |
format | Online Article Text |
id | pubmed-9882351 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-98823512023-01-28 Cortical Representation of Movement Across the Developmental Transition to Continuous Neural Activity Glanz, Ryan Sokoloff, Greta Blumberg, Mark S. bioRxiv Article Primary motor cortex (M1) exhibits a protracted period of development that includes the establishment of a somatosensory map long before motor outflow emerges. In rats, the sensory representation is established by postnatal day (P) 8 when cortical activity is still “discontinuous.” Here, we ask how the representation survives the sudden transition to noisy “continuous” activity at P12. Using neural decoding to predict forelimb movements based solely on M1 activity, we show that a linear decoder is sufficient to predict limb movements at P8, but not at P12; in contrast, a nonlinear decoder effectively predicts limb movements at P12. The change in decoder performance at P12 reflects an increase in both the complexity and uniqueness of kinematic information available in M1. We next show that the representation at P12 is more susceptible to the deleterious effects of “lesioning” inputs and to “transplanting” M1’s encoding scheme from one pup to another. We conclude that the emergence of continuous cortical activity signals the developmental onset in M1 of more complex, informationally sparse, and individualized sensory representations. Cold Spring Harbor Laboratory 2023-01-22 /pmc/articles/PMC9882351/ /pubmed/36711887 http://dx.doi.org/10.1101/2023.01.22.525085 Text en https://creativecommons.org/licenses/by-nc/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (https://creativecommons.org/licenses/by-nc/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Glanz, Ryan Sokoloff, Greta Blumberg, Mark S. Cortical Representation of Movement Across the Developmental Transition to Continuous Neural Activity |
title | Cortical Representation of Movement Across the Developmental Transition to Continuous Neural Activity |
title_full | Cortical Representation of Movement Across the Developmental Transition to Continuous Neural Activity |
title_fullStr | Cortical Representation of Movement Across the Developmental Transition to Continuous Neural Activity |
title_full_unstemmed | Cortical Representation of Movement Across the Developmental Transition to Continuous Neural Activity |
title_short | Cortical Representation of Movement Across the Developmental Transition to Continuous Neural Activity |
title_sort | cortical representation of movement across the developmental transition to continuous neural activity |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9882351/ https://www.ncbi.nlm.nih.gov/pubmed/36711887 http://dx.doi.org/10.1101/2023.01.22.525085 |
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