Cargando…
Characteristics of allelic gene expression in human brain cells from single-cell RNA-seq data analysis
BACKGROUND: Monoallelic expression of autosomal genes has been implicated in human psychiatric disorders. However, there is a paucity of allelic expression studies in human brain cells at the single cell and genome wide levels. RESULTS: In this report, we reanalyzed a previously published single-cel...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5681780/ https://www.ncbi.nlm.nih.gov/pubmed/29126398 http://dx.doi.org/10.1186/s12864-017-4261-x |
_version_ | 1783277978985168896 |
---|---|
author | Zhao, Dejian Lin, Mingyan Pedrosa, Erika Lachman, Herbert M. Zheng, Deyou |
author_facet | Zhao, Dejian Lin, Mingyan Pedrosa, Erika Lachman, Herbert M. Zheng, Deyou |
author_sort | Zhao, Dejian |
collection | PubMed |
description | BACKGROUND: Monoallelic expression of autosomal genes has been implicated in human psychiatric disorders. However, there is a paucity of allelic expression studies in human brain cells at the single cell and genome wide levels. RESULTS: In this report, we reanalyzed a previously published single-cell RNA-seq dataset from several postmortem human brains and observed pervasive monoallelic expression in individual cells, largely in a random manner. Examining single nucleotide variants with a predicted functional disruption, we found that the “damaged” alleles were overall expressed in fewer brain cells than their counterparts, and at a lower level in cells where their expression was detected. We also identified many brain cell type-specific monoallelically expressed genes. Interestingly, many of these cell type-specific monoallelically expressed genes were enriched for functions important for those brain cell types. In addition, function analysis showed that genes displaying monoallelic expression and correlated expression across neuronal cells from different individual brains were implicated in the regulation of synaptic function. CONCLUSIONS: Our findings suggest that monoallelic gene expression is prevalent in human brain cells, which may play a role in generating cellular identity and neuronal diversity and thus increasing the complexity and diversity of brain cell functions. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-017-4261-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5681780 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-56817802017-11-17 Characteristics of allelic gene expression in human brain cells from single-cell RNA-seq data analysis Zhao, Dejian Lin, Mingyan Pedrosa, Erika Lachman, Herbert M. Zheng, Deyou BMC Genomics Research Article BACKGROUND: Monoallelic expression of autosomal genes has been implicated in human psychiatric disorders. However, there is a paucity of allelic expression studies in human brain cells at the single cell and genome wide levels. RESULTS: In this report, we reanalyzed a previously published single-cell RNA-seq dataset from several postmortem human brains and observed pervasive monoallelic expression in individual cells, largely in a random manner. Examining single nucleotide variants with a predicted functional disruption, we found that the “damaged” alleles were overall expressed in fewer brain cells than their counterparts, and at a lower level in cells where their expression was detected. We also identified many brain cell type-specific monoallelically expressed genes. Interestingly, many of these cell type-specific monoallelically expressed genes were enriched for functions important for those brain cell types. In addition, function analysis showed that genes displaying monoallelic expression and correlated expression across neuronal cells from different individual brains were implicated in the regulation of synaptic function. CONCLUSIONS: Our findings suggest that monoallelic gene expression is prevalent in human brain cells, which may play a role in generating cellular identity and neuronal diversity and thus increasing the complexity and diversity of brain cell functions. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-017-4261-x) contains supplementary material, which is available to authorized users. BioMed Central 2017-11-10 /pmc/articles/PMC5681780/ /pubmed/29126398 http://dx.doi.org/10.1186/s12864-017-4261-x Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Zhao, Dejian Lin, Mingyan Pedrosa, Erika Lachman, Herbert M. Zheng, Deyou Characteristics of allelic gene expression in human brain cells from single-cell RNA-seq data analysis |
title | Characteristics of allelic gene expression in human brain cells from single-cell RNA-seq data analysis |
title_full | Characteristics of allelic gene expression in human brain cells from single-cell RNA-seq data analysis |
title_fullStr | Characteristics of allelic gene expression in human brain cells from single-cell RNA-seq data analysis |
title_full_unstemmed | Characteristics of allelic gene expression in human brain cells from single-cell RNA-seq data analysis |
title_short | Characteristics of allelic gene expression in human brain cells from single-cell RNA-seq data analysis |
title_sort | characteristics of allelic gene expression in human brain cells from single-cell rna-seq data analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5681780/ https://www.ncbi.nlm.nih.gov/pubmed/29126398 http://dx.doi.org/10.1186/s12864-017-4261-x |
work_keys_str_mv | AT zhaodejian characteristicsofallelicgeneexpressioninhumanbraincellsfromsinglecellrnaseqdataanalysis AT linmingyan characteristicsofallelicgeneexpressioninhumanbraincellsfromsinglecellrnaseqdataanalysis AT pedrosaerika characteristicsofallelicgeneexpressioninhumanbraincellsfromsinglecellrnaseqdataanalysis AT lachmanherbertm characteristicsofallelicgeneexpressioninhumanbraincellsfromsinglecellrnaseqdataanalysis AT zhengdeyou characteristicsofallelicgeneexpressioninhumanbraincellsfromsinglecellrnaseqdataanalysis |