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1.
Brief Bioinform ; 25(1)2023 11 22.
Article in English | MEDLINE | ID: mdl-38152981

ABSTRACT

Alternative splicing (AS) is a crucial mechanism for regulating gene expression and isoform diversity in eukaryotes. However, the analysis and visualization of AS events from RNA sequencing data remains challenging. Most tools require a certain level of computer literacy and the available means of visualizing AS events, such as coverage and sashimi plots, have limitations and can be misleading. To address these issues, we present SpliceWiz, an R package with an interactive Shiny interface that allows easy and efficient AS analysis and visualization at scale. A novel normalization algorithm is implemented to aggregate splicing levels within sample groups, thereby allowing group differences in splicing levels to be accurately visualized. The tool also offers downstream gene ontology enrichment analysis, highlighting ASEs belonging to functional pathways of interest. SpliceWiz is optimized for speed and efficiency and introduces a new file format for coverage data storage that is more efficient than BigWig. Alignment files are processed orders of magnitude faster than other R-based AS analysis tools and on par with command-line tools. Overall, SpliceWiz streamlines AS analysis, enabling reliable identification of functionally relevant AS events for further characterization. SpliceWiz is a Bioconductor package and is also available on GitHub (https://github.com/alexchwong/SpliceWiz).


Subject(s)
Alternative Splicing , Software , RNA Splicing , Sequence Analysis, RNA , Algorithms
2.
Cell Mol Life Sci ; 80(6): 157, 2023 May 19.
Article in English | MEDLINE | ID: mdl-37208522

ABSTRACT

Virilizer-like m6A methyltransferase-associated protein (VIRMA) maintains the stability of the m6A writer complex. Although VIRMA is critical for RNA m6A deposition, the impact of aberrant VIRMA expression in human diseases remains unclear. We show that VIRMA is amplified and overexpressed in 15-20% of breast cancers. Of the two known VIRMA isoforms, the nuclear-enriched full-length but not the cytoplasmic-localised N-terminal VIRMA promotes m6A-dependent breast tumourigenesis in vitro and in vivo. Mechanistically, we reveal that VIRMA overexpression upregulates the m6A-modified long non-coding RNA, NEAT1, which contributes to breast cancer cell growth. We also show that VIRMA overexpression enriches m6A on transcripts that regulate the unfolded protein response (UPR) pathway but does not promote their translation to activate the UPR under optimal growth conditions. Under stressful conditions that are often present in tumour microenvironments, VIRMA-overexpressing cells display enhanced UPR and increased susceptibility to death. Our study identifies oncogenic VIRMA overexpression as a vulnerability that may be exploited for cancer therapy.


Subject(s)
Breast Neoplasms , Humans , Female , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Unfolded Protein Response/genetics , RNA/metabolism , RNA Interference , Tumor Microenvironment
3.
Nucleic Acids Res ; 48(12): 6513-6529, 2020 07 09.
Article in English | MEDLINE | ID: mdl-32449925

ABSTRACT

Monocytes and macrophages are essential components of the innate immune system. Herein, we report that intron retention (IR) plays an important role in the development and function of these cells. Using Illumina mRNA sequencing, Nanopore direct cDNA sequencing and proteomics analysis, we identify IR events that affect the expression of key genes/proteins involved in macrophage development and function. We demonstrate that decreased IR in nuclear-detained mRNA is coupled with increased expression of genes encoding regulators of macrophage transcription, phagocytosis and inflammatory signalling, including ID2, IRF7, ENG and LAT. We further show that this dynamic IR program persists during the polarisation of resting macrophages into activated macrophages. In the presence of proinflammatory stimuli, intron-retaining CXCL2 and NFKBIZ transcripts are rapidly spliced, enabling timely expression of these key inflammatory regulators by macrophages. Our study provides novel insights into the molecular factors controlling vital regulators of the innate immune response.


Subject(s)
Macrophage Activation , Macrophages/immunology , RNA Splicing , RNA, Messenger/genetics , Adaptor Proteins, Signal Transducing/genetics , Adaptor Proteins, Signal Transducing/metabolism , Cells, Cultured , Chemokine CXCL2/genetics , Chemokine CXCL2/metabolism , Endoglin/genetics , Endoglin/metabolism , Humans , Inhibitor of Differentiation Protein 2/genetics , Inhibitor of Differentiation Protein 2/metabolism , Interferon Regulatory Factor-7/genetics , Interferon Regulatory Factor-7/metabolism , Introns , Membrane Proteins/genetics , Membrane Proteins/metabolism , RNA, Messenger/metabolism , THP-1 Cells
5.
Biomedicines ; 9(9)2021 Sep 19.
Article in English | MEDLINE | ID: mdl-34572454

ABSTRACT

Introns span only a quarter of the human genome, yet they host around 60% of all known microRNAs. Emerging evidence indicates the adaptive advantage of microRNAs residing within introns is attributed to their complex co-regulation with transcription and alternative splicing of their host genes. Intronic microRNAs are often co-expressed with their host genes, thereby providing functional synergism or antagonism that is exploited or decoupled in cancer. Additionally, intronic microRNA biogenesis and the alternative splicing of host transcript are co-regulated and intertwined. The importance of intronic microRNAs is under-recognized in relation to the pathogenesis of cancer.

6.
Mol Immunol ; 45(13): 3609-17, 2008 Aug.
Article in English | MEDLINE | ID: mdl-18582944

ABSTRACT

The accumulation of eosinophils is a common feature of allergic airway inflammation and correlates with disease severity. In an ovalbumin (OVA)-induced murine model of allergic lung disease, CBA/Ca mice develop much lower levels of lung eosinophilia, lung oedema, mucus hypersecretion and airways obstruction than BALB/c and C57BL/6 strains. In this study these strains have been examined to identify mechanisms that control the recruitment and survival of eosinophils in the allergic lung. Following immunization with OVA, CBA/Ca mice developed a robust systemic allergic response, with high levels of total and OVA-specific IgE and increases in peripheral blood eosinophils. Lung eotaxin-1 levels and expression of CD18 on eosinophils recovered by bronchoalveolar lavage (BAL) were least pronounced in CBA/Ca mice, whereas mRNA for L-selectin was highest in eosinophils from C57BL/6 mice. Apoptosis of BAL eosinophils ex vivo was most pronounced in the CBA/Ca strain. BALB/c mice expressed the highest levels of the eosinophil growth and survival factor interleukin (IL)-5 in the lungs and BAL eosinophils from these animals expressed more of the anti-apoptotic proteins Bcl-xL and Bcl-2 than cells from the other strains. A combination of lower levels of recruitment and rapid apoptosis may therefore limit the accumulation of eosinophils and pathology in the lungs of CBA/Ca mice. In addition, although the level of pathology that developed in C57BL/6 and BALB/c mice was similar, some of the underlying mechanisms are likely to differ.


Subject(s)
Apoptosis , Asthma/immunology , Chemotaxis, Leukocyte/immunology , Eosinophils/pathology , Immunity, Innate/immunology , Lung/immunology , Mice, Inbred CBA/immunology , Animals , Apoptosis/immunology , Asthma/blood , Asthma/pathology , Asthma/therapy , Bronchial Provocation Tests/veterinary , Immunization , Leukocyte Count , Lung/pathology , Mice , Mice, Inbred BALB C/immunology , Mice, Inbred C57BL/immunology , Mice, Transgenic
7.
Leukemia ; 32(5): 1081-1093, 2018 05.
Article in English | MEDLINE | ID: mdl-29467484

ABSTRACT

Alternative splicing expands the transcriptome thereby promoting protein diversity. It governs critical cellular processes such as differentiation, proliferation and apoptosis in a tissue-specific manner. Aberrant splicing consequent to mutations in splicing factors and disruption of isoform ratios in key regulatory genes provides an important contribution to the pathogenesis of the myelodysplastic syndromes and myeloid leukemia. We review here the central role of alternative splicing in regulating myelopoiesis, and provide clear examples of how global splicing disruption or specific aberrant splicing events might promote leukemogenesis. We discuss the growing number of mechanistic links between epigenetic factors and alternative splicing. Finally, we address the potential utility of alternatively spliced isoforms as biomarkers and the development of novel therapies that modulate alternative splicing in myeloid and other malignancies.


Subject(s)
Alternative Splicing/physiology , Myelopoiesis/genetics , Biomarkers , Carcinogenesis , Humans , Leukemia, Myeloid/genetics , Myelodysplastic Syndromes/genetics
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