Cargando…

BrewerIX enables allelic expression analysis of imprinted and X-linked genes from bulk and single-cell transcriptomes

Genomic imprinting and X chromosome inactivation (XCI) are two prototypical epigenetic mechanisms whereby a set of genes is expressed mono-allelically in order to fine-tune their expression levels. Defects in genomic imprinting have been observed in several neurodevelopmental disorders, in a wide ra...

Descripción completa

Detalles Bibliográficos
Autores principales: Martini, Paolo, Sales, Gabriele, Diamante, Linda, Perrera, Valentina, Colantuono, Chiara, Riccardo, Sara, Cacchiarelli, Davide, Romualdi, Chiara, Martello, Graziano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8854590/
https://www.ncbi.nlm.nih.gov/pubmed/35177756
http://dx.doi.org/10.1038/s42003-022-03087-4
_version_ 1784653463412539392
author Martini, Paolo
Sales, Gabriele
Diamante, Linda
Perrera, Valentina
Colantuono, Chiara
Riccardo, Sara
Cacchiarelli, Davide
Romualdi, Chiara
Martello, Graziano
author_facet Martini, Paolo
Sales, Gabriele
Diamante, Linda
Perrera, Valentina
Colantuono, Chiara
Riccardo, Sara
Cacchiarelli, Davide
Romualdi, Chiara
Martello, Graziano
author_sort Martini, Paolo
collection PubMed
description Genomic imprinting and X chromosome inactivation (XCI) are two prototypical epigenetic mechanisms whereby a set of genes is expressed mono-allelically in order to fine-tune their expression levels. Defects in genomic imprinting have been observed in several neurodevelopmental disorders, in a wide range of tumours and in induced pluripotent stem cells (iPSCs). Single Nucleotide Variants (SNVs) are readily detectable by RNA-sequencing allowing the determination of whether imprinted or X-linked genes are aberrantly expressed from both alleles, although standardised analysis methods are still missing. We have developed a tool, named BrewerIX, that provides comprehensive information about the allelic expression of a large, manually-curated set of imprinted and X-linked genes. BrewerIX does not require programming skills, runs on a standard personal computer, and can analyze both bulk and single-cell transcriptomes of human and mouse cells directly from raw sequencing data. BrewerIX confirmed previous observations regarding the bi-allelic expression of some imprinted genes in naive pluripotent cells and extended them to preimplantation embryos. BrewerIX also identified misregulated imprinted genes in breast cancer cells and in human organoids and identified genes escaping XCI in human somatic cells. We believe BrewerIX will be useful for the study of genomic imprinting and XCI during development and reprogramming, and for detecting aberrations in cancer, iPSCs and organoids. Due to its ease of use to non-computational biologists, its implementation could become standard practice during sample assessment, thus raising the robustness and reproducibility of future studies.
format Online
Article
Text
id pubmed-8854590
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-88545902022-03-03 BrewerIX enables allelic expression analysis of imprinted and X-linked genes from bulk and single-cell transcriptomes Martini, Paolo Sales, Gabriele Diamante, Linda Perrera, Valentina Colantuono, Chiara Riccardo, Sara Cacchiarelli, Davide Romualdi, Chiara Martello, Graziano Commun Biol Article Genomic imprinting and X chromosome inactivation (XCI) are two prototypical epigenetic mechanisms whereby a set of genes is expressed mono-allelically in order to fine-tune their expression levels. Defects in genomic imprinting have been observed in several neurodevelopmental disorders, in a wide range of tumours and in induced pluripotent stem cells (iPSCs). Single Nucleotide Variants (SNVs) are readily detectable by RNA-sequencing allowing the determination of whether imprinted or X-linked genes are aberrantly expressed from both alleles, although standardised analysis methods are still missing. We have developed a tool, named BrewerIX, that provides comprehensive information about the allelic expression of a large, manually-curated set of imprinted and X-linked genes. BrewerIX does not require programming skills, runs on a standard personal computer, and can analyze both bulk and single-cell transcriptomes of human and mouse cells directly from raw sequencing data. BrewerIX confirmed previous observations regarding the bi-allelic expression of some imprinted genes in naive pluripotent cells and extended them to preimplantation embryos. BrewerIX also identified misregulated imprinted genes in breast cancer cells and in human organoids and identified genes escaping XCI in human somatic cells. We believe BrewerIX will be useful for the study of genomic imprinting and XCI during development and reprogramming, and for detecting aberrations in cancer, iPSCs and organoids. Due to its ease of use to non-computational biologists, its implementation could become standard practice during sample assessment, thus raising the robustness and reproducibility of future studies. Nature Publishing Group UK 2022-02-17 /pmc/articles/PMC8854590/ /pubmed/35177756 http://dx.doi.org/10.1038/s42003-022-03087-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Martini, Paolo
Sales, Gabriele
Diamante, Linda
Perrera, Valentina
Colantuono, Chiara
Riccardo, Sara
Cacchiarelli, Davide
Romualdi, Chiara
Martello, Graziano
BrewerIX enables allelic expression analysis of imprinted and X-linked genes from bulk and single-cell transcriptomes
title BrewerIX enables allelic expression analysis of imprinted and X-linked genes from bulk and single-cell transcriptomes
title_full BrewerIX enables allelic expression analysis of imprinted and X-linked genes from bulk and single-cell transcriptomes
title_fullStr BrewerIX enables allelic expression analysis of imprinted and X-linked genes from bulk and single-cell transcriptomes
title_full_unstemmed BrewerIX enables allelic expression analysis of imprinted and X-linked genes from bulk and single-cell transcriptomes
title_short BrewerIX enables allelic expression analysis of imprinted and X-linked genes from bulk and single-cell transcriptomes
title_sort brewerix enables allelic expression analysis of imprinted and x-linked genes from bulk and single-cell transcriptomes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8854590/
https://www.ncbi.nlm.nih.gov/pubmed/35177756
http://dx.doi.org/10.1038/s42003-022-03087-4
work_keys_str_mv AT martinipaolo brewerixenablesallelicexpressionanalysisofimprintedandxlinkedgenesfrombulkandsinglecelltranscriptomes
AT salesgabriele brewerixenablesallelicexpressionanalysisofimprintedandxlinkedgenesfrombulkandsinglecelltranscriptomes
AT diamantelinda brewerixenablesallelicexpressionanalysisofimprintedandxlinkedgenesfrombulkandsinglecelltranscriptomes
AT perreravalentina brewerixenablesallelicexpressionanalysisofimprintedandxlinkedgenesfrombulkandsinglecelltranscriptomes
AT colantuonochiara brewerixenablesallelicexpressionanalysisofimprintedandxlinkedgenesfrombulkandsinglecelltranscriptomes
AT riccardosara brewerixenablesallelicexpressionanalysisofimprintedandxlinkedgenesfrombulkandsinglecelltranscriptomes
AT cacchiarellidavide brewerixenablesallelicexpressionanalysisofimprintedandxlinkedgenesfrombulkandsinglecelltranscriptomes
AT romualdichiara brewerixenablesallelicexpressionanalysisofimprintedandxlinkedgenesfrombulkandsinglecelltranscriptomes
AT martellograziano brewerixenablesallelicexpressionanalysisofimprintedandxlinkedgenesfrombulkandsinglecelltranscriptomes