25 research outputs found

    Combination of novel and public RNA-seq datasets to generate an mRNA expression atlas for the domestic chicken

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    Background: The domestic chicken (Gallus gallus) is widely used as a model in developmental biology and is also an important livestock species. We describe a novel approach to data integration to generate an mRNA expression atlas for the chicken spanning major tissue types and developmental stages, using a diverse range of publicly-archived RNA-seq datasets and new data derived from immune cells and tissues. Results: Randomly down-sampling RNA-seq datasets to a common depth and quantifying expression against a reference transcriptome using the mRNA quantitation tool Kallisto ensured that disparate datasets explored comparable transcriptomic space. The network analysis tool Graphia was used to extract clusters of co-expressed genes from the resulting expression atlas, many of which were tissue or cell-type restricted, contained transcription factors that have previously been implicated in their regulation, or were otherwise associated with biological processes, such as the cell cycle. The atlas provides a resource for the functional annotation of genes that currently have only a locus ID. We cross-referenced the RNA-seq atlas to a publicly available embryonic Cap Analysis of Gene Expression (CAGE) dataset to infer the developmental time course of organ systems, and to identify a signature of the expansion of tissue macrophage populations during development. Conclusion: Expression profiles obtained from public RNA-seq datasets - despite being generated by different laboratories using different methodologies - can be made comparable to each other. This meta-analytic approach to RNA-seq can be extended with new datasets from novel tissues, and is applicable to any species

    Yap reprograms glutamine metabolism to increase nucleotide biosynthesis and enable liver growth

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    The Hippo pathway is an important regulator of organ size and tumorigenesis. It is unclear, however, how Hippo signalling provides the cellular building blocks required for rapid growth. Here, we demonstrate that transgenic zebrafish expressing an activated form of the Hippo pathway effector Yap1 (also known as YAP) develop enlarged livers and are prone to liver tumour formation. Transcriptomic and metabolomic profiling identify that Yap1 reprograms glutamine metabolism. Yap1 directly enhances glutamine synthetase (glul) expression and activity, elevating steady-state levels of glutamine and enhancing the relative isotopic enrichment of nitrogen during de novo purine and pyrimidine biosynthesis. Genetic or pharmacological inhibition of GLUL diminishes the isotopic enrichment of nitrogen into nucleotides, suppressing hepatomegaly and the growth of liver cancer cells. Consequently, Yap-driven liver growth is susceptible to nucleotide inhibition. Together, our findings demonstrate that Yap1 integrates the anabolic demands of tissue growth during development and tumorigenesis by reprogramming nitrogen metabolism to stimulate nucleotide biosynthesis

    Abstract 949: ARID1A is a critical regulator of luminal identity and therapeutic response in estrogen receptor-positive breast cancer

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    Abstract Mutations in ARID1A, a subunit of the SWI/SNF chromatin remodeling complex, are the most common somatic alteration of the SWI/SNF complex across all cancers including estrogen receptor positive (ER)+ breast cancer. We have recently reported that ARID1A inactivating mutations are present at a high frequency in advanced endocrine resistant ER+ breast cancer. However, the mechanisms whereby disruption of ARID1A influences breast cancer progression and/or endocrine therapy resistance are unknown. In order to elucidate mechanisms of resistance to endocrine therapy, we performed an epigenome CRISPR/CAS9 knockout screen that identified ARID1A as the top candidate whose loss determines resistance to the ER degrader, fulvestrant. ARID1A knockout cells were found to be less responsive to endocrine therapy compared to intact ARID1A cells in vitro and in vivo. These observations led us to undertake a comprehensive chromatin-based mechanistic characterization of ARID1A loss in ER+ breast cancer and its role in endocrine therapy response. ARID1A disruption in ER+ breast cancer cells led to widespread changes in chromatin accessibility converging on the master transcription factors (TFs) that regulate gene expression programs critical for luminal (ER+) lineage identity. Global transcriptome profiling of ARID1A knockout cell lines and patient samples harboring ARID1A inactivating mutations revealed an enrichment for basal-like (ER-) gene expression signatures. The state of increased cellular plasticity of luminal cells that acquire a basal-like phenotype upon ARID1A inactivation is enabled by loss of ARID1A-dependent SWI/SNF complex targeting to genomic sites of the major luminal-lineage determining transcription factors including ER, FOXA1, and GATA3. Thus, through widespread chromatin reprograming and functional regulation of mater luminal TFs, tumor cells alter lineage fidelity and become less responsive to luminal-specific anti-ER therapy. We also show that ARID1A regulates genome-wide ER-chromatin interactions and ER-dependent transcription. Altogether, we uncover a critical role for ARID1A in the determination of breast luminal cell identity and endocrine therapeutic response in breast cancer. Citation Format: Eneda Toska, Guotai Xu, Sagar Chhangawala, Emiliano Cocco, Pedram Razavi, Jordan Otto, Yanyan Cai, Carmen Chan, Drew R. D' Avino, Clayton Collings, Ross L. Levine, Maurizo Scaltriti, Jorge S. Reis-Filho, Cigall Kadoch, Christina Leslie, Jose Baselga. ARID1A is a critical regulator of luminal identity and therapeutic response in estrogen receptor-positive breast cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 949

    PI3K Inhibition Activates SGK1 via a Feedback Loop to Promote Chromatin-Based Regulation of ER-Dependent Gene Expression

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    Summary: The PI3K pathway integrates extracellular stimuli to phosphorylate effectors such as AKT and serum-and-glucocorticoid-regulated kinase (SGK1). We have previously reported that the PI3K pathway regulates estrogen receptor (ER)-dependent transcription in breast cancer through the phosphorylation of the lysine methyltransferase KMT2D by AKT. Here, we show that PI3Kα inhibition, via a negative-feedback loop, activates SGK1 to promote chromatin-based regulation of ER-dependent transcription. PI3K/AKT inhibitors activate ER, which promotes SGK1 transcription through direct binding to its promoter. Elevated SGK1, in turn, phosphorylates KMT2D, suppressing its function, leading to a loss of methylation of lysine 4 on histone H3 (H3K4) and a repressive chromatin state at ER loci to attenuate ER activity. Thus, SGK1 regulates the chromatin landscape and ER-dependent transcription via the direct phosphorylation of KMT2D. These findings reveal an ER-SGK1-KMT2D signaling circuit aimed to attenuate ER response through a role for SGK1 to program chromatin and ER transcriptional output. : Toska, Castel, et al. show that the PI3K pathway propagates its effects to control chromatin and estrogen receptor (ER) function through SGK1, a PI3K effector. PI3K inhibitors, via a negative-feedback loop, activate SGK1, which phosphorylates the histone lysine methyltransferase KMT2D to attenuate its activity and regulate ER response. Keywords: SGK1, KMT2D, PI3K pathway, estrogen receptor, breast cancer, chromatin regulation, AKT, PI3K inhibitor
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