Drive Gene Expression Research Articles

Variational infinite heterogeneous mixture model for semi-supervised clustering of heart enhancers.

MotivationMammalian genomes can contain thousands of enhancers but only a subset are actively driving gene expression in a given cellular context. Integrated genomic datasets can be harnessed to predict active enhancers. One challenge in integration of large genomic datasets is the increasing heterogeneity: continuous, binary and discrete features may all be relevant. Coupled with the typically small numbers of training examples, semi-supervised approaches for heterogeneous data are needed; however, current enhancer prediction methods are not designed to handle heterogeneous data in the semi-supervised paradigm.ResultsWe implemented a Dirichlet Process Heterogeneous Mixture model that infers Gaussian, Bernoulli and Poisson distributions over features. We derived a novel variational inference algorithm to handle semi-supervised learning tasks where certain observations are forced to cluster together. We applied this model to enhancer candidates in mouse heart tissues based on heterogeneous features. We constrained a small number of known active enhancers to appear in the same cluster, and 47 additional regions clustered with them. Many of these are located near heart-specific genes. The model also predicted 1176 active promoters, suggesting that it can discover new enhancers and promoters.Availability and implementationWe created the ‘dphmix’ Python package: https://pypi.org/project/dphmix/.Supplementary information Supplementary data are available at Bioinformatics online.

Atrial-Specific Gene Delivery Using an Adeno-Associated Viral Vector.

Somatic overexpression in mice using an adeno-associated virus (AAV) as gene transfer vectors has become a valuable tool to analyze the roles of specific genes in cardiac diseases. The lack of atrial-specific AAV vector has been a major obstacle for studies into the pathogenesis of atrial diseases. Moreover, gene therapy studies for atrial fibrillation would benefit from atrial-specific vectors. Atrial natriuretic factor (ANF) promoter drives gene expression specifically in atrial cardiomyocytes. To establish the platform of atrial specific in vivo gene delivery by AAV-ANF. We constructed AAV vectors based on serotype 9 (AAV9) that are driven by the atrial-specific ANF promoter. Hearts from mice injected with AAV9-ANF-GFP (green fluorescent protein) exhibited strong and atrial-specific GFP expression without notable GFP in ventricular tissue. In contrast, similar vectors containing a cardiac troponin T promoter (AAV9-TNT4-GFP) showed GFP expression in all 4 chambers of the heart, while AAV9 with an enhanced chicken β-actin promoter (AAV-enCB-GFP) caused ubiquitous GFP expression. Next, we used Rosa26mT/mG (membrane-targeted tandem dimer Tomato/membrane-targeted GFP), a double-fluorescent Cre reporter mouse that expresses membrane-targeted tandem dimer Tomato before Cre-mediated excision, and membrane-targeted GFP after excision. AAV9-ANF-Cre led to highly efficient LoxP recombination in membrane-targeted tandem dimer Tomato/membrane-targeted green fluorescent protein mice with high specificity for the atria. We measured the frequency of transduced cardiomyocytes in atria by detecting Cre-dependent GFP expression from the Rosa26mT/mG allele. AAV9 dose was positively correlated with the number of GFP-positive atrial cardiomyocytes. Finally, we assessed whether the AAV9-ANF-Cre vector could be used to induce atrial-specific gene knockdown in proof-of-principle experiments using conditional JPH2 (junctophilin-2) knockdown mice. Four weeks after AAV9-ANF-Cre injection, a strong reduction in atrial expression of JPH2 protein was observed. Furthermore, there was evidence for abnormal Ca2+ handling in atrial myocytes isolated from mice with atrial-restricted JPH2 deficiency. AAV9-ANF vectors produce efficient, dose-dependent, and atrial-specific gene expression following a single-dose systemic delivery in mice. This vector is a novel reagent for both mechanistic and gene therapy studies on atrial diseases.

Characterization of liver specific promoters in a foamy viral vector pMD09.

Foamy viruses (FVs) or spumaviruses are retroviruses that are explored as vectors for gene therapy. The good feature of foamy viruses is its broad tropism; however, their infections result in non-targeted gene expression. Here, we attempted to design the liver targeted viral gene delivery by employing liver specific gene promoters like albumin (ALB), transthyretin (TTR) and hepatitis B virus (HBV) promoters. We compared the relative gene expression of liver specific promoters versus the U3 promoter in liver cell line (HepG2) and non-liver cell lines: human fibrosarcoma cell line (HT1080), baby hamster kidney cell line (BHK), human embryonic kidney cell line (HEK 293T) and cervical cancer cell line (HeLa). We have found that the promoter exchange didn't affect viral assembly. The ability to drive gene expression was best with TTR promoter which was followed by HBV and ALB promoter. The use of TTR, HBV and ALB promoters are helpful in achieving liver specific gene expression. Keywords: foamy virus; gene therapy; liver; albumin; transthyretin promoter; HBV promoter.

Intracameral Delivery of AAV to Corneal Endothelium for Expression of Secretory Proteins.

AAV9 drives gene expression in a highly selective manner within the corneal endothelium of mice following intracameral inoculation into the anterior chamber of the eye. In principle, this allows genes encoding protein constituents of the secretome (representing up to 20% of the human proteome) to be delivered directly into the aqueous humor. From here the secreted protein moves with the natural flow of the aqueous humor via a pressure gradient and is directed toward the outflow tissues. Such a delivery can be employed to modulate outflow facility and intraocular pressure through interactions at the trabecular meshwork and Schlemm's canal. We provide a protocol for the delivery of AAV to the corneal endothelium, using a CMV-driven eGFP reporter gene as a marker.

CBP/β-Catenin/FOXM1 Is a Novel Therapeutic Target in Triple Negative Breast Cancer

Background: Triple negative breast cancers (TNBCs) are an aggressive BC subtype, characterized by high rates of drug resistance and a high proportion of cancer stem cells (CSC). CSCs are thought to be responsible for tumor initiation and drug resistance. cAMP-response element-binding (CREB) binding protein (CREBBP or CBP) has been implicated in CSC biology and may provide a novel therapeutic target in TNBC. Methods: RNA Seq pre- and post treatment with the CBP-binding small molecule ICG-001 was used to characterize CBP-driven gene expression in TNBC cells. In vitro and in vivo TNBC models were used to determine the therapeutic effect of CBP inhibition via ICG-001. Tissue microarrays (TMAs) were used to investigate the potential of CBP and associated proteins as biomarkers in TNBC. Results: The CBP/ß-catenin/FOXM1 transcriptional complex drives gene expression in TNBC and is associated with increased CSC numbers, drug resistance and poor survival outcome. Targeting of CBP/β-catenin/FOXM1 with ICG-001 eliminated CSCs and sensitized TNBC tumors to chemotherapy. Immunohistochemistry of TMAs demonstrated a significant correlation between FOXM1 expression and TNBC subtype. Conclusion: CBP/β-catenin/FOXM1 transcriptional activity plays an important role in TNBC drug resistance and CSC phenotype. CBP/β-catenin/FOXM1 provides a molecular target for precision therapy in triple negative breast cancer and could form a rationale for potential clinical trials.

Functional analysis of the promoter of an early zygotic gene KLC2 in Aedes aegypti

BackgroundAedes aegypti is an important mosquito vector that transmits arboviruses that cause devastating diseases including Zika, dengue fever, yellow fever and chikungunya. Improved understanding of gene regulation in the early development of Ae. aegypti will facilitate genetic studies and help the development of novel control strategies of this important disease vector.ResultsIn this study, we demonstrated through transgenic assays that the promoter of an endogenous early zygotic gene KLC2 could drive gene expression in the syncytial blastoderm and early cellular blastoderm, which is a stage that the developing germline and the rest of embryo are accessible to genetic manipulation. An unexpected expression of the reporter gene in transgenic male testes was also observed. Further analysis confirmed the expression of the endogenous KLC2 in the testes, which was not detected in the previous RNA sequencing data.ConclusionsOur finding provided a new promoter element that can be used in future genetic studies and applications in Ae. aegypti. Moreover, our transgenic reporter assays showed that cautions are needed when interpreting RNA sequencing data as transient or tissue-specific transcription may go undetected by RNAseq.

Pure early zygotic genes in the Asian malaria mosquito Anopheles stephensi

BackgroundThe Asian malaria mosquito, Anopheles stephensi, is a major urban malaria vector in the Middle East and on the Indian subcontinent. Early zygotic transcription, which marks the maternal-to-zygotic transition, has not been systematically studied in An. stephensi or any other Anopheles mosquitoes. Improved understanding of early embryonic gene expression in An. stephensi will facilitate genetic and evolutionary studies and help with the development of novel control strategies for this important disease vector.ResultsWe obtained RNA-seq data in biological triplicates from four early An. stephensi embryonic time points. Using these data, we identified 70 and 153 pure early zygotic genes (pEZGs) under stringent and relaxed conditions, respectively. We show that these pEZGs are enriched in functional groups related to DNA-binding transcription regulators, cell cycle modulators, proteases, transport, and cellular metabolism. On average these pEZGs are shorter and have less introns than other An. stephensi genes. Some of the pEZGs may arise de novo while others have clear non-pEZG paralogs. There is no or very limited overlap between An. stephensi pEZGs and Drosophila melanogaster or Aedes aegypti pEZGs. Interestingly, the upstream region of An. stephensi pEZGs lack significant enrichment of a previously reported TAGteam/VBRGGTA motif found in the regulatory region of pEZGs in D. melanogaster and Ae. aegypti. However, a GT-rich motif was found in An. stephensi pEZGs instead.ConclusionsWe have identified a number of pEZGs whose predicted functions and structures are consistent with their collective roles in the degradation of maternally deposited components, activation of the zygotic genome, cell division, and metabolism. The pEZGs appear to rapidly turn over within the Dipteran order and even within the Culicidae family. These pEZGs, and the shared regulatory motif, could provide the promoter or regulatory sequences to drive gene expression in the syncytial or early cellular blastoderm, a period when the developing embryo is accessible to genetic manipulation. In addition, these molecular resources may be used to achieve sex separation of mosquitoes for sterile insect technique.

CARM1 Inhibition: Evaluation of Response and Efficacy in Acute Myeloid Leukemia

Small molecule protein arginine methyltransferase inhibitors (PRMTi) are being actively pursued for the treatment of a variety of cancers; however, the mechanisms of response to PRMTi remain poorly understood. CARM1, also known as PRMT4, is significantly overexpressed in AML, as well as many solid tumors, and regulates myeloid differentiation. We have shown the dependency of AML cells, but not normal blood cells, on CARM1 activity, based on CARM1 knockout, CARM1 knockdown, and chemical inhibition (Greenblatt et al. Cancer Cell 2018). These experiments showed that CARM1 regulates essential processes in leukemia cells, and is critical for leukemic transformation. Although several small molecule inhibitors of CARM1 have been reported recently, many display a lack of selectivity for CARM1 or fail to produce a biological response. The recent discovery of potent and selective CARM1 inhibitors (Drew et al., 2017), has made it possible to investigate the implications of pharmacological inhibition of CARM1 in vitro and in vivo.In vitro, a selective CARM1 inhibitor, EPZ025654, reduced the methylation of a CARM1 substrate, BAF155, in a time and concentration-dependent manner, while the specific histone targets of CARM1 remained unchanged. Translocation (8;21) AML samples in the Eastern Cooperative Oncology Group cohort, have significantly higher CARM1 expression compared to normal CD34+ controls. This led us to hypothesize that CARM1 is a direct target of the AML1-ETO fusion protein. Therefore, we assessed whether EPZ025654 could inhibit AML1-ETO driven gene expression. AML1-ETO specific target genes showed significant changes in expression following EPZ025654 treatment. AML1-ETO positive patient samples also displayed decreased colony formation in methylcellulose and increased myeloid differentiation in response to CARM1 inhibition.We next evaluated EZM2302, a compound structurally related to EPZ025654, that is highly orally bioavailable and is well tolerated in mice (Drew et al., 2017). We generated AE9a-GFP primary transplantation mice and treated them with 100 mg/kg of EZM2302 or vehicle twice-daily (BID). The inhibitor treated mice showed significantly improved survival as well as fewer GFP+ cells in the peripheral blood over time. GFP+ AE9a bone marrow cells also showed decreased colony formation in vitro and induced macrophage differentiation in methylcellulose. GFP+ cells were isolated by FACS and submitted for RNA-sequencing. Flow cytometry analysis post-treatment revealed a significant downregulation of c-Kit and increased differentiation of hematopoietic stem and progenitor cells.Resistance to epigenetic targeted therapeutics has been observed, often through the induction of kinase signaling pathways. Therefore, we explored synergistic combinations with CARM1 inhibition using RNA-sequencing and proteomics analysis in leukemia cell lines. We used L1000 profiling (Subramanian et al., 2017) to simultaneously profile the transcriptional response of 18 AML cell line and CD34+ cells after 6 days of treatment. The AML1-ETO positive cell lines exhibited an IC50 in the 0.4-3 μM range, while CD34+ cells and several AML cell lines appeared to be resistant to CARM1 inhibition. While gene expression changes resulting from alterations in RNA stability were observed, the most significant differences between sensitive and resistant cell lines were genes associated with the regulation of cell cycle progression. Gene expression changes were evaluated over time in an AML1-ETO positive cell line, SKNO-1. SKNO-1 cell lines showed an upregulation of a gene expression signature associated with PI3K/AKT/mTOR signaling, with the most significant gene expression changes occurring 7-14 days post treatment. We simultaneously profiled these cells using multiplexed kinase inhibitor beads (MIBs) and quantitative mass spectrometry (MS) to compare kinase expression and activity in response to CARM1 inhibition over time. A comparison of this response to chemical perturbation signatures in the L1000 database, identified several chemical inhibitors of the PI3K/AKT/mTOR axis that could reverse the gene expression changes induced by CARM1 inhibition. This finding elucidated a response mechanism for CARM inhibition and a synergistic therapeutic strategy that has the potential to improve CARM1 directed therapy. DisclosuresNo relevant conflicts of interest to declare.

Heart enhancers with deeply conserved regulatory activity are established early in zebrafish development

During the phylotypic period, embryos from different genera show similar gene expression patterns, implying common regulatory mechanisms. Here we set out to identify enhancers involved in the initial events of cardiogenesis, which occurs during the phylotypic period. We isolate early cardiac progenitor cells from zebrafish embryos and characterize 3838 open chromatin regions specific to this cell population. Of these regions, 162 overlap with conserved non-coding elements (CNEs) that also map to open chromatin regions in human. Most of the zebrafish conserved open chromatin elements tested drive gene expression in the developing heart. Despite modest sequence identity, human orthologous open chromatin regions recapitulate the spatial temporal expression patterns of the zebrafish sequence, potentially providing a basis for phylotypic gene expression patterns. Genome-wide, we discover 5598 zebrafish-human conserved open chromatin regions, suggesting that a diverse repertoire of ancient enhancers is established prior to organogenesis and the phylotypic period.

A Synthetic Oxygen Sensor for Plants Based on Animal Hypoxia Signaling.

Due to the involvement of oxygen in many essential metabolic reactions, all living organisms have developed molecular systems that allow adaptive physiological and metabolic transitions depending on oxygen availability. In mammals, the expression of hypoxia-response genes is controlled by the heterodimeric Hypoxia-Inducible Factor. The activity of this transcriptional regulator is linked mainly to the oxygen-dependent hydroxylation of conserved proline residues in its α-subunit, carried out by prolyl-hydroxylases, and subsequent ubiquitination via the E3 ligase von Hippel-Lindau tumor suppressor, which targets Hypoxia-Inducible Factor-α to the proteasome. By exploiting bioengineered versions of this mammalian oxygen sensor, we designed and optimized a synthetic device that drives gene expression in an oxygen-dependent fashion in plants. Transient assays in Arabidopsis (Arabidopsis thaliana) mesophyll protoplasts indicated that a combination of the yeast Gal4/upstream activating sequence system and the mammalian oxygen sensor machinery can be used effectively to engineer a modular, oxygen-inducible transcriptional regulator. This synthetic device also was shown to be selectively controlled by oxygen in whole plants when its components were expressed stably in Arabidopsis seedlings. We envision the exploitation of our genetically encoded controllers to generate plants able to switch gene expression selectively depending on oxygen availability, thereby providing a proof of concept for the potential of synthetic biology to assist agricultural practices in environments with variable oxygen provision.

Weighted Gene Correlation Network Analysis (WGCNA) Reveals Novel Transcription Factors Associated With Bisphenol A Dose-Response.

Despite Bisphenol-A (BPA) being subject to extensive study, a thorough understanding of molecular mechanism remains elusive. Here we show that using weighted gene correlation network analysis (WGCNA), which takes advantage of a graph theoretical approach to understanding correlations amongst genes and grouping genes into modules that typically have co-ordinated biological functions and regulatory mechanisms, that despite some commonality in altered genes, there is minimal overlap between BPA and estrogen in terms of network topology. We confirmed previous findings that ZNF217 and TFAP2C are involved in the estrogen pathway, and are implicated in BPA as well, although for BPA they appear to be active in the absence of canonical estrogen-receptor driven gene expression. Furthermore, our study suggested that PADI4 and RACK7/ZMYNDB8 may be involved in the overlap in gene expression between estradiol and BPA. Lastly, we demonstrated that even at low doses there are unique transcription factors that appear to be driving the biology of BPA, such as SREBF1. Overall, our data is consistent with other reports that BPA leads to subtle gene changes rather than profound aberrations of a conserved estrogen signaling (or other) pathways.

Integrative analysis of single-cell expression data reveals distinct regulatory states in bidirectional promoters

BackgroundBidirectional promoters (BPs) are prevalent in eukaryotic genomes. However, it is poorly understood how the cell integrates different epigenomic information, such as transcription factor (TF) binding and chromatin marks, to drive gene expression at BPs. Single-cell sequencing technologies are revolutionizing the field of genome biology. Therefore, this study focuses on the integration of single-cell RNA-seq data with bulk ChIP-seq and other epigenetics data, for which single-cell technologies are not yet established, in the context of BPs.ResultsWe performed integrative analyses of novel human single-cell RNA-seq (scRNA-seq) data with bulk ChIP-seq and other epigenetics data. scRNA-seq data revealed distinct transcription states of BPs that were previously not recognized. We find associations between these transcription states to distinct patterns in structural gene features, DNA accessibility, histone modification, DNA methylation and TF binding profiles.ConclusionsOur results suggest that a complex interplay of all of these elements is required to achieve BP-specific transcriptional output in this specialized promoter configuration. Further, our study implies that novel statistical methods can be developed to deconvolute masked subpopulations of cells measured with different bulk epigenomic assays using scRNA-seq data.

A synthetic promoter for multi-stage expression to probe complementary functions of Plasmodium adhesins.

Gene expression of malaria parasites is mediated by the apicomplexan Apetala2 (ApiAP2) transcription factor family. Different ApiAP2s control gene expression at distinct stages in the complex life cycle of the parasite, ensuring timely expression of stage-specific genes. ApiAP2s recognize short cis-regulatory elements that are enriched in the upstream/promoter region of their target genes. This should, in principle, allow the generation of 'synthetic' promoters that drive gene expression at desired stages of the Plasmodium life cycle. Here we test this concept by combining cis-regulatory elements of two genes expressed successively within the mosquito part of the life cycle. Our tailored 'synthetic' promoters, named Spooki 1.0 and Spooki 2.0, activate gene expression in early and late mosquito stages, as shown by the expression of a fluorescent reporter. We used these promoters to address the specific functionality of two related adhesins that are exclusively expressed either during the early or late mosquito stage. By modifying the expression profile of both adhesins in absence of their counterpart we were able to test for complementary functions in gliding and invasion. We discuss the possible advantages and drawbacks of our approach.This article has an associated First Person interview with the first author of the paper.

Multi-Tissue Transcriptome Profiling of North American Derived Atlantic Salmon.

The availability of a reference genome assembly for Atlantic salmon, Salmo salar, SNP genotyping platforms and low cost sequencing are enhancing the understanding of both life history and production-related traits in this important commercial species. We collected and analyzed transcriptomes from selected tissues of Atlantic salmon to inform future functional and comparative genomics studies. Messenger RNA (mRNA) was isolated from pituitary gland, brain, ovary, and liver before Illumina sequencing produced a total of 640 million 150-bp paired-end reads. Following read mapping, feature counting, and normalization, cluster analysis identified genes highly expressed in a tissue-specific manner. We identified a cluster of 508 tissue specific genes for pituitary gland, 3395 for brain, 2939 for ovary, and 539 for liver. Functional profiling identified gene clusters describing the unique functions of each tissue. Moreover, highly-expressed transcription factors (TFs) present in each tissue-specific gene cluster were identified. TFs belonging to homeobox and bhlh families were identified for pituitary gland, pou and zf-c2h2 families for brain, arid, and zf-c2h2 for ovary and rxr-like family for liver. The data and analysis presented are relevant to the emerging Functional Annotation of All Salmonid Genomes (FAASG) initiative that is seeking to develop a detailed understanding of both salmonid evolution and the genomic elements that drive gene expression and regulation.

Characterization of a novel Drosophila melanogaster cis‐regulatory module that drives gene expression to the larval tracheal system and adult thoracic musculature

In a previous bioinformatics analysis we identified 10 conserved Drosophila melanogaster sequences that reside upstream from protein coding genes (CGs). Here we characterize one of these genomic regions, which constitutes a Drosophila melanogaster cis-regulatory module (CRM) that we denominate TT-CRM. The TT-CRM is 646 bp long and is located in one of the introns of CG32239 and resides about 3,500 bp upstream of CG13711 and about 620 bp upstream of CG12493. Analysis of 646 bp-lacZ lines revealed that TT-CRM drives gene expression not only to the larval, prepupal, and pupal tracheal system but also to the adult dorsal longitudinal muscles. The patterns of mRNA expression of the transgene and of the CGs that lie in the vicinity of TT-CRM were investigated both in dissected trachea and in adult thoraces. Through RT-qPCR we observed that in the tracheal system the pattern of expression of 646 bp-lacZ is similar to the pattern of expression of CG32239 and CG13711, whereas in the thoracic muscles 646 bp-lacZ expression accompanies the expression of CG12493. Together, these results suggest new functions for two previously characterized D. melanogaster genes and also contribute to the initial characterization of a novel CRM that drives a dynamic pattern of expression throughout development.

GRHL2-Dependent Enhancer Switching Maintains a Pluripotent Stem Cell Transcriptional Subnetwork after Exit from Naive Pluripotency

The enhancer landscape of pluripotent stem cells undergoes extensive reorganization during early mammalian development. The functions and mechanisms behind such reorganization, however, are unclear. Here, we show that the transcription factor GRHL2 is necessary and sufficient to activate an epithelial subset of enhancers as naive embryonic stem cells (ESCs) transition into formative epiblast-like cells (EpiLCs). Surprisingly, many GRHL2 target genes do not change in expression during the ESC-EpiLC transition. Instead, enhancers regulating these genes in ESCs diminish in activity in EpiLCs while GRHL2-dependent alternative enhancers become activated to maintain transcription. GRHL2 therefore assumes control over a subset of the naive network via enhancer switching to maintain expression of epithelial genes upon exit from naive pluripotency. These data evoke a model where the naive pluripotency network becomes partitioned into smaller, independent networks regulated by EpiLC-specific transcription factors, thereby priming cells for lineage specification.

Abstract 2996: Insulator dysfunction and epigenetic oncogene activation in SDH-deficient gastrointestinal stromal tumor

Abstract Metabolic lesions with profound effects on epigenetic regulation are widely implicated in cancer, yet the mechanistic links between this epigenetic dysregulation and tumorigenesis remain unclear. Succinate dehydrogenase (SDH) deficiency, responsible for a subset of gastrointestinal stromal tumors (GISTs), causes accumulation of the metabolite succinate and DNA hypermethylation. We identified convergent mechanisms involving altered chromosomal conformation and pseudo-hypoxia that mediate the tumorigenic effects of SDH deficiency in GIST. To investigate epigenetic alterations in this disease, we created epigenetic maps of 14 clinical GIST specimens; including KIT and PDGFRA mutant, and SDH-deficient tumors. We characterized the landscapes of enhancers, genetic regulatory elements which can drive gene expression, through histone H3 lysine 27 acetylation chromatin immunoprecipitation sequencing (ChIP-seq). We characterized both the DNA methylation and CTCF occupancy of insulators, elements which help control chromatin conformation and restrict enhancer-gene interactions, through hybrid selection bisulfite sequencing and CTCF ChIP-seq, respectively. Analyzing these data, we uncovered thousands of putative insulators where DNA methylation replaced CTCF binding in SDH-deficient GISTs. One of the strongest disrupted insulators protected the receptor tyrosine kinase and known driver of GIST, c-KIT, from a nearby superenhancer. Chromatin conformation studies confirmed an SDH-deficient-specific interaction of this superenhancer with the KIT gene. CRISPR-mediated excision of the insulator in an SDH-intact GIST model resulted in enhancer interaction and KIT upregulation. Immunohistochemical studies confirm strong expression of c-KIT in SDH-deficient GIST clinical samples. SDH deficiency has also been reported to cause pseudohypoxia in tumors. We confirmed that the enhancer landscape of SDH-deficient tumors had a signature of pseudohypoxia. Additionally, following pseudohypoxia induction in a SDH-intact GIST model, the c-KIT ligand Stem Cell Factor (SCF/KITLG) was upregulated 12-fold. While activating KIT mutations drive the majority (~75%) of GIST tumors and are mutually exclusive with SDH deficiency, we show that a primary consequence of SDH loss is in fact induction of KIT signaling. Our findings demonstrate how metabolic lesions can provide alternate epigenetic mechanisms to activate classic tumorigenic pathways in the absence of canonical genetic mutations. Citation Format: William A. Flavahan, Yotam Drier, Sarah E. Johnstone, Daniel R. Tarjan, Esmat Hegazi, Ewa T. Sicinska, Matthew L. Hemming, Chandrajit P. Raut, Jason L. Hornick, George D. Demetri, Bradley E. Bernstein. Insulator dysfunction and epigenetic oncogene activation in SDH-deficient gastrointestinal stromal tumor [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 2996.

Abstract 5845: Roles for MLL2/ KMT2D or MLL3/ KMT2C in HER+ breast cancer stem cells

Abstract A major clinical challenge for the treatment of breast cancer (BC) is drug resistance. Cancer stem cells (CSCs) may contribute to drug resistance despite therapy. The HER2-positive subtype of BC contains a gene amplification for the ERBB2 proto-oncogene and these tumors are treated with anti-HER2 therapy. Anti-HER2 therapy, such as trastuzumab or lapatinib, increases Notch signaling and is required for HER2+ breast tumor resistance and tumor recurrence. Notch promotes survival of BC CSCs cells. MLL2/KMT2D (Lysine Methyltransferase 2D) and MLL3/KMT2C (Lysine Methyltransferase 2C) are histone methyltransferases that directly control gene enhancer activity through methylation of histone3 lysine4 within enhancer nucleosomes. These complexes collaborate with transcription factors, such as Notch, to drive gene expression by helping to shape the epigenetic landscape of a cell. Recently, it was shown that lapatinib or a PI3K inhibitor increases MLL2 activity and this increase in MLL2 contributes to resistance. Both MLL2 and MLL3 were found to be required for CSCs differentiation, while MLL2 was required for upregulation of c-Myc in HER2+ cells. Recent breast cancer xeno-engraftment studies found that clonal selection and expansion of primary and metastatic breast tumors was associated with amplification of MLL3 in 80% of breast cancer xenografts, suggesting that increased MLL3 expression may contribute to the survival of CSCs in breast tumors. High expression of MLL2 and/or MLL3 predict poor outcome for women with HER2+ breast cancer from cBio portal and Kaplan-Meier Plotter datasets. We measured the expression levels of MLL2 and MLL3 transcripts in both bulk HER2+ breast cancer cells that are trastuzumab sensitive, cells that have acquired resistance to trastuzumab, and cancer stem-enriched mammospheres. Results from PCR analysis showed that MLL2 and MLL3 transcripts were increased in mammospheres compared to bulk cells. Mammosphere forming efficiency of trastuzumab sensitive cells was decreased when MLL2 or MLL3 was knocked down using RNAi. Mammosphere forming efficiency of anti-HER2 therapy resistant (BT474 TR) cells was significantly decreased upon MLL3 knockdown, while HCC1954 mammospheres were inhibited by either MLL2 or MLL3 knockdown. We next measured transcript levels of Notch genes and other stem, mesenchymal, and luminal genes to determine whether MLL2 or MLL3 is necessary for the proper expression of cell fate genes. We found that Notch3 transcripts were decreased in both BT474 and HCC1954 cells upon MLL2 knockdown. SNAIL and Notch1 transcripts were also decreased, suggesting that MLL2 is required for the expression of genes involved in regulating cancer stem cell fates. These results suggest that MLL2/KMT2D and its paralog MLL3/KMT2C are increased in CSCs-derived from HER2+ breast cancer and may regulate CSC genes such Notch1 and Notch3 to promote resistance to anti-HER2 based therapy. Citation Format: Andrei Zlobin, Debra Wyatt, Mary Varsanik, Andrew Dingwall, Clodia Osipo.. Roles for MLL2/ KMT2D or MLL3/ KMT2C in HER+ breast cancer stem cells [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 5845.

Analysis of the microRNA signature driving adaptive right ventricular hypertrophy in an ovine model of congenital heart disease

The right ventricular (RV) response to pulmonary arterial hypertension (PAH) is heterogeneous. Most patients have maladaptive changes with RV dilation and RV failure, whereas some, especially patients with PAH secondary to congenital heart disease, have an adaptive response with hypertrophy and preserved systolic function. Mechanisms for RV adaptation to PAH are unknown, despite RV function being a primary determinant of mortality. In our congenital heart disease ovine model with fetally implanted aortopulmonary shunt (shunt lambs), we previously demonstrated an adaptive physiological RV response to increased afterload with hypertrophy. In the present study, we examined small noncoding microRNA (miRNA) expression in shunt RV and characterized downstream effects of a key miRNA. RV tissue was harvested from 4-wk-old shunt and control lambs ( n = 5), and miRNA, mRNA, and protein were quantitated. We found differential expression of 40 cardiovascular-specific miRNAs in shunt RV. Interestingly, this miRNA signature is distinct from models of RV failure, suggesting that miRNAs might contribute to adaptive RV hypertrophy. Among RV miRNAs, miR-199b was decreased in the RV with eventual downregulation of nuclear factor of activated T cells/calcineurin signaling. Furthermore, antifibrotic miR-29a was increased in the shunt RV with a reduction of the miR-29 targets collagen type A1 and type 3A1 and decreased fibrosis. Thus, we conclude that the miRNA signature specific to shunt lambs is distinct from RV failure and drives gene expression required for adaptive RV hypertrophy. We propose that the adaptive RV miRNA signature may serve as a prognostic and therapeutic tool in patients with PAH to attenuate or prevent progression of RV failure and premature death. NEW & NOTEWORTHY This study describes a novel microRNA signature of adaptive right ventricular hypertrophy, with particular attention to miR-199b and miR-29a.

Isolation, characterization, and evaluation of three Citrus sinensis-derived constitutive gene promoters.

Regulatory sequences from the citrus constitutive genes cyclophilin (CsCYP), glyceraldehyde-3-phosphate dehydrogenase C2 (CsGAPC2), and elongation factor 1-alpha (CsEF1) were isolated, fused to the uidA gene, and qualitatively and quantitatively evaluated in transgenic sweet orange plants. The 5' upstream region of a gene (the promoter) is the most important component for the initiation and regulation of gene transcription of both native genes and transgenes in plants. The isolation and characterization of gene regulatory sequences are essential to the development of intragenic or cisgenic genetic manipulation strategies, which imply the use of genetic material from the same species or from closely related species. We describe herein the isolation and evaluation of the promoter sequence from three constitutively expressed citrus genes: cyclophilin (CsCYP), glyceraldehyde-3-phosphate dehydrogenase C2 (CsGAPC2), and elongation factor 1-alpha (CsEF1). The functionality of the promoters was confirmed by a histochemical GUS assay in leaves, stems, and roots of stably transformed citrus plants expressing the promoter-uidA construct. Lower uidA mRNA levels were detected when the transgene was under the control of citrus promoters as compared to the expression under the control of the CaMV35S promoter. The association of the uidA gene with the citrus-derived promoters resulted in mRNA levels of up to 60-41.8% of the value obtained with the construct containing CaMV35S driving the uidA gene. Moreover, a lower inter-individual variability in transgene expression was observed amongst the different transgenic lines, where gene constructs containing citrus-derived promoters were used. In silico analysis of the citrus-derived promoter sequences revealed that their activity may be controlled by several putative cis-regulatory elements. These citrus promoters will expand the availability of regulatory sequences for driving gene expression in citrus gene-modification programs.