Cargando…
A Derived Positional Mapping of Inhibitory Subtypes in the Somatosensory Cortex
Obtaining a catalog of cell types is a fundamental building block for understanding the brain. The ideal classification of cell-types is based on the profile of molecules expressed by a cell, in particular, the profile of genes expressed. One strategy is, therefore, to obtain as many single-cell tra...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6691028/ https://www.ncbi.nlm.nih.gov/pubmed/31447655 http://dx.doi.org/10.3389/fnana.2019.00078 |
_version_ | 1783443280761978880 |
---|---|
author | Keller, Daniel Meystre, Julie Veettil, Rahul V. Burri, Olivier Guiet, Romain Schürmann, Felix Markram, Henry |
author_facet | Keller, Daniel Meystre, Julie Veettil, Rahul V. Burri, Olivier Guiet, Romain Schürmann, Felix Markram, Henry |
author_sort | Keller, Daniel |
collection | PubMed |
description | Obtaining a catalog of cell types is a fundamental building block for understanding the brain. The ideal classification of cell-types is based on the profile of molecules expressed by a cell, in particular, the profile of genes expressed. One strategy is, therefore, to obtain as many single-cell transcriptomes as possible and isolate clusters of neurons with similar gene expression profiles. In this study, we explored an alternative strategy. We explored whether cell-types can be algorithmically derived by combining protein tissue stains with transcript expression profiles. We developed an algorithm that aims to distribute cell-types in the different layers of somatosensory cortex of the developing rat constrained by the tissue- and cellular level data. We found that the spatial distribution of major inhibitory cell types can be approximated using the available data. The result is a depth-wise atlas of inhibitory cell-types of the rat somatosensory cortex. In principle, any data that constrains what can occur in a particular part of the brain can also strongly constrain the derivation of cell-types. This draft inhibitory cell-type mapping is therefore dynamic and can iteratively converge towards the ground truth as further data is integrated. |
format | Online Article Text |
id | pubmed-6691028 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-66910282019-08-23 A Derived Positional Mapping of Inhibitory Subtypes in the Somatosensory Cortex Keller, Daniel Meystre, Julie Veettil, Rahul V. Burri, Olivier Guiet, Romain Schürmann, Felix Markram, Henry Front Neuroanat Neuroscience Obtaining a catalog of cell types is a fundamental building block for understanding the brain. The ideal classification of cell-types is based on the profile of molecules expressed by a cell, in particular, the profile of genes expressed. One strategy is, therefore, to obtain as many single-cell transcriptomes as possible and isolate clusters of neurons with similar gene expression profiles. In this study, we explored an alternative strategy. We explored whether cell-types can be algorithmically derived by combining protein tissue stains with transcript expression profiles. We developed an algorithm that aims to distribute cell-types in the different layers of somatosensory cortex of the developing rat constrained by the tissue- and cellular level data. We found that the spatial distribution of major inhibitory cell types can be approximated using the available data. The result is a depth-wise atlas of inhibitory cell-types of the rat somatosensory cortex. In principle, any data that constrains what can occur in a particular part of the brain can also strongly constrain the derivation of cell-types. This draft inhibitory cell-type mapping is therefore dynamic and can iteratively converge towards the ground truth as further data is integrated. Frontiers Media S.A. 2019-08-06 /pmc/articles/PMC6691028/ /pubmed/31447655 http://dx.doi.org/10.3389/fnana.2019.00078 Text en Copyright © 2019 Keller, Meystre, Veettil, Burri, Guiet, Schürmann and Markram. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Keller, Daniel Meystre, Julie Veettil, Rahul V. Burri, Olivier Guiet, Romain Schürmann, Felix Markram, Henry A Derived Positional Mapping of Inhibitory Subtypes in the Somatosensory Cortex |
title | A Derived Positional Mapping of Inhibitory Subtypes in the Somatosensory Cortex |
title_full | A Derived Positional Mapping of Inhibitory Subtypes in the Somatosensory Cortex |
title_fullStr | A Derived Positional Mapping of Inhibitory Subtypes in the Somatosensory Cortex |
title_full_unstemmed | A Derived Positional Mapping of Inhibitory Subtypes in the Somatosensory Cortex |
title_short | A Derived Positional Mapping of Inhibitory Subtypes in the Somatosensory Cortex |
title_sort | derived positional mapping of inhibitory subtypes in the somatosensory cortex |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6691028/ https://www.ncbi.nlm.nih.gov/pubmed/31447655 http://dx.doi.org/10.3389/fnana.2019.00078 |
work_keys_str_mv | AT kellerdaniel aderivedpositionalmappingofinhibitorysubtypesinthesomatosensorycortex AT meystrejulie aderivedpositionalmappingofinhibitorysubtypesinthesomatosensorycortex AT veettilrahulv aderivedpositionalmappingofinhibitorysubtypesinthesomatosensorycortex AT burriolivier aderivedpositionalmappingofinhibitorysubtypesinthesomatosensorycortex AT guietromain aderivedpositionalmappingofinhibitorysubtypesinthesomatosensorycortex AT schurmannfelix aderivedpositionalmappingofinhibitorysubtypesinthesomatosensorycortex AT markramhenry aderivedpositionalmappingofinhibitorysubtypesinthesomatosensorycortex AT kellerdaniel derivedpositionalmappingofinhibitorysubtypesinthesomatosensorycortex AT meystrejulie derivedpositionalmappingofinhibitorysubtypesinthesomatosensorycortex AT veettilrahulv derivedpositionalmappingofinhibitorysubtypesinthesomatosensorycortex AT burriolivier derivedpositionalmappingofinhibitorysubtypesinthesomatosensorycortex AT guietromain derivedpositionalmappingofinhibitorysubtypesinthesomatosensorycortex AT schurmannfelix derivedpositionalmappingofinhibitorysubtypesinthesomatosensorycortex AT markramhenry derivedpositionalmappingofinhibitorysubtypesinthesomatosensorycortex |