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Single-Cell RNA Sequencing and Its Applications in the Study of Psychiatric Disorders

Neuroscience is currently one of the most challenging research fields owing to the enormous complexity of the mammalian nervous system. We are yet to understand precise transcriptional programs that govern cell fate during neurodevelopment, resolve the connectome of the mammalian brain, and determin...

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Autores principales: Antunes, André S.L.M., Martins-de-Souza, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10382703/
https://www.ncbi.nlm.nih.gov/pubmed/37519459
http://dx.doi.org/10.1016/j.bpsgos.2022.03.013
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author Antunes, André S.L.M.
Martins-de-Souza, Daniel
author_facet Antunes, André S.L.M.
Martins-de-Souza, Daniel
author_sort Antunes, André S.L.M.
collection PubMed
description Neuroscience is currently one of the most challenging research fields owing to the enormous complexity of the mammalian nervous system. We are yet to understand precise transcriptional programs that govern cell fate during neurodevelopment, resolve the connectome of the mammalian brain, and determine the etiology of various neurodegenerative and psychiatric disorders. Technological advances in the past decade, notably single-cell RNA sequencing, have enabled huge progress in our understanding of such features. Our current knowledge of the transcriptome is largely derived from bulk RNA sequencing, which reveals only the average gene expression of millions of cells, potentially missing out on minor transcriptome differences between cells detectable only at single-cell resolution. Since 2009, several single-cell RNA sequencing techniques have emerged that enable the accurate classification of neuronal and glial cell subtypes beyond classical molecular markers and electrophysiological features and allow the identification of previously unknown cell types. Furthermore, it enables the interrogation of molecular and disease-relevant mechanisms and offers further possibilities for the discovery of new drug targets and disease biomarkers. This review intends to familiarize the reader with the main single-cell RNA sequencing techniques developed throughout the past decade and discusses their application in the fields of brain cell taxonomy, neurodevelopment, and psychiatric disorders.
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spelling pubmed-103827032023-07-30 Single-Cell RNA Sequencing and Its Applications in the Study of Psychiatric Disorders Antunes, André S.L.M. Martins-de-Souza, Daniel Biol Psychiatry Glob Open Sci Review Neuroscience is currently one of the most challenging research fields owing to the enormous complexity of the mammalian nervous system. We are yet to understand precise transcriptional programs that govern cell fate during neurodevelopment, resolve the connectome of the mammalian brain, and determine the etiology of various neurodegenerative and psychiatric disorders. Technological advances in the past decade, notably single-cell RNA sequencing, have enabled huge progress in our understanding of such features. Our current knowledge of the transcriptome is largely derived from bulk RNA sequencing, which reveals only the average gene expression of millions of cells, potentially missing out on minor transcriptome differences between cells detectable only at single-cell resolution. Since 2009, several single-cell RNA sequencing techniques have emerged that enable the accurate classification of neuronal and glial cell subtypes beyond classical molecular markers and electrophysiological features and allow the identification of previously unknown cell types. Furthermore, it enables the interrogation of molecular and disease-relevant mechanisms and offers further possibilities for the discovery of new drug targets and disease biomarkers. This review intends to familiarize the reader with the main single-cell RNA sequencing techniques developed throughout the past decade and discusses their application in the fields of brain cell taxonomy, neurodevelopment, and psychiatric disorders. Elsevier 2022-04-06 /pmc/articles/PMC10382703/ /pubmed/37519459 http://dx.doi.org/10.1016/j.bpsgos.2022.03.013 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Review
Antunes, André S.L.M.
Martins-de-Souza, Daniel
Single-Cell RNA Sequencing and Its Applications in the Study of Psychiatric Disorders
title Single-Cell RNA Sequencing and Its Applications in the Study of Psychiatric Disorders
title_full Single-Cell RNA Sequencing and Its Applications in the Study of Psychiatric Disorders
title_fullStr Single-Cell RNA Sequencing and Its Applications in the Study of Psychiatric Disorders
title_full_unstemmed Single-Cell RNA Sequencing and Its Applications in the Study of Psychiatric Disorders
title_short Single-Cell RNA Sequencing and Its Applications in the Study of Psychiatric Disorders
title_sort single-cell rna sequencing and its applications in the study of psychiatric disorders
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10382703/
https://www.ncbi.nlm.nih.gov/pubmed/37519459
http://dx.doi.org/10.1016/j.bpsgos.2022.03.013
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