Abstract
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.
Highlights
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
BrewerIX is implemented as a native graphical application for Linux and macOS. It takes as input either bulk or single-cell RNA-seq data, analyzes reads mapped over the Single Nucleotide Variants (SNVs) distributed on imprinted genes, X chromosome and Y chromosome, and generates imprinting and XCI profiles of each sample
SNVs are collapsed by genes to create a table that is displayed by the user interface (UI)
Summary
BrewerIX (freely available at https://brewerix.bio.unipd.it) is implemented as a native graphical application for Linux and macOS It takes as input either bulk or single-cell RNA-seq data (fastq files), analyzes reads mapped over the SNVs distributed on imprinted genes (see “Knowledge base” section for details), X chromosome and Y chromosome, and generates imprinting and XCI profiles of each sample. BrewerIX will align each sample, filter alignments, and call Allele-Specific Expression (ASE) Read counter (see sections below for technical details) using a set of pre-compiled biallelic SNVs. Before visualization, SNVs are collapsed by genes to create a table that is displayed by the user interface (UI). The Tailored pipeline uses a specific set of SNVs that the user might detect from wholegenome or whole-exome sequencing data, allowing to evaluate imprinting and X-inactivation starting directly from the actual SNV profile of the samples (Supplementary Fig. 1). The filters on SNVs are based on the following four parameters: 1. the overall depth (OD), representing the number of reads mapping on a given SNV; a BrewerIX overview b
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