Browsing by Author "Garcia-Blanco, Mariano A"
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Item Open Access Alternative splicing in multiple sclerosis and other autoimmune diseases.(RNA Biol, 2010-07) Evsyukova, Irina; Somarelli, Jason A; Gregory, Simon G; Garcia-Blanco, Mariano AAlternative splicing is a general mechanism for regulating gene expression that affects the RNA products of more than 90% of human genes. Not surprisingly, alternative splicing is observed among gene products of metazoan immune systems, which have evolved to efficiently recognize pathogens and discriminate between "self" and "non-self", and thus need to be both diverse and flexible. In this review we focus on the specific interface between alternative splicing and autoimmune diseases, which result from a malfunctioning of the immune system and are characterized by the inappropriate reaction to self-antigens. Despite the widespread recognition of alternative splicing as one of the major regulators of gene expression, the connections between alternative splicing and autoimmunity have not been apparent. We summarize recent findings connecting splicing and autoimmune disease, and attempt to find common patterns of splicing regulation that may advance our understanding of autoimmune diseases and open new avenues for therapy.Item Open Access Characterization of Host Factors and Anti-viral Compounds for Diverse Mosquito-borne Flaviviruses(2016) Barrows, Nicholas J.Our ability to convert basic knowledge into robust anti-viral therapeutics requires discovery of novel host-virus interactions as well as an informed anti-viral discovery pipeline. We used a genome-scale RNAi-based screen followed by a chemical screen of FDA-approved therapeutics to identify scores of novel dengue virus (DENV) human host dependency factors (HDF) and identified more than 20 potential anti-Zika virus (ZIKV) therapeutics.
Two genes in particular, TTC35 and TMEM111, strongly inhibited DENV infection and, based on comparisons with published literature, implicated a larger protein, the ER Membrane Protein Complex (EMC), as a pan-flavivirus HDF. The EMC is a poorly characterized multiprotein complex that may function in ER-associated protein biogenesis and/or lipid metabolism. Based on our screen data, we hypothesized that the EMC is an uncharacterized HDF that functions through a common mechanism to promote replication of flaviviruses. We report that DENV, ZIKV, and yellow fever virus (YFV) infections were impressively inhibited, while West Nile Virus (WNV) infection was unchanged, in cell lines engineered to lack EMC subunit 4 (EMC4). Furthermore, targeted depletion of EMC subunits in live mosquitos significantly reduced DENV-2 propagation in vivo. In addition, the accumulation of DENV proteins shortly after infection in EMC4 knockout cells was significantly reduced, suggesting that the EMC promotes viral protein biogenesis.
We interrogated a library of FDA-approved drugs for their ability to block infection of human HuH-7 cells by a newly isolated ZIKV strain. Selected compounds were further validated for inhibition of ZIKV infection in human cervical, placental, and neural stem cell lines, as well as primary human amnion cells. Established anti-flaviviral drugs (e.g., bortezomib and mycophenolic acid) and others that had no previously known antiviral activity (e.g., daptomycin) were identified as inhibitors of ZIKV infection. Several drugs reduced ZIKV infection across multiple cell types.
We propose that the EMC may be exploited as a novel therapeutic target for multiple flaviviruses in the future. Also we identified drugs that could be tested in clinical studies of ZIKV infection and provides a resource of small molecules to study ZIKV pathogenesis.
Item Open Access Dengue Virus Host Factors(2009) Sessions, October MichaelDengue fever and dengue hemorrhagic fever are estimated to afflict 50-100 million people annually and are caused by one of the four serotypes of dengue virus. Dengue virus is carried and transmitted to humans by mosquitoes of the Aedes genus. Given the broad geographic distribution of Aedes mosquitoes, it has been estimated that nearly half the world's population is at risk of contracting the disease. Currently, no vaccine or specific antiviral treatment is available to combat this emerging menace.
A greater understanding of how dengue virus interacts with its insect and human hosts will facilitate the intelligent design of specific antivirals to combat the disease and enable the selective breeding of mosquitoes resistant to the virus. Although the genomes of the two primary mosquito vectors have been sequenced, the molecular tools necessary for conducting a systematic genetic analysis of host factors required for DEN infection are not yet available. These tools do however exist in the closely related fruit fly, Drosophila melanogaster. By using a strain of dengue virus that was adapted to propagate in fruit fly cells, we completed a full genetic screen for host factors required for efficient dengue virus propagation. When homologues of these host factors were assayed in a human cell line, over half were also shown to be required for efficient viral propagation. This indicates that while the virus is utilizing many of the same pathways in both of its hosts, the interaction with the insect vector has unique features that may contribute to the observed lack of pathogenesis in mosquitoes.
Item Open Access Detecting Changes in Alternative mRNA Processing From Microarray Expression Data(2010) Robinson, Timothy J.Alternative mRNA processing can result in the generation of multiple, qualitatively different RNA transcripts from the same gene and is a powerful engine of complexity in higher organisms. Recent deep sequencing studies have indicated that essentially all human genes containing more than a single exon generate multiple RNA transcripts. Functional roles of alternative processing have been established in virtually all areas of biological regulation, particularly in development and cancer. Changes in alternative mRNA processing can now be detected from over a billion dollars' worth of conventional gene expression microarray data archived over the past 20 years using a program we created called SplicerAV. Application of SplicerAV to publicly available microarray data has granted new insights into previously existing studies of oncogene over-expression and clinical cancer prognosis.
Adaptation of SplicerAV to the new Affymetrix Human Exon arrays has resulted in the creation of SplicerEX, the first program that can automatically categorize microarray detected changes in alternative processing into biologically pertinent categories. We use SplicerEX's automatic event categorization to identify changes in global mRNA processing during B cell transformation and show that the conventional U133 platform is able to detect 3' located changes in mRNA processing five times more frequently than the Human Exon array.
Item Open Access Development of a Novel c-MET-Based CTC Detection Platform.(Mol Cancer Res, 2016-06) Zhang, Tian; Boominathan, Rengasamy; Foulk, Brad; Rao, Chandra; Kemeny, Gabor; Strickler, John H; Abbruzzese, James L; Harrison, Michael R; Hsu, David S; Healy, Patrick; Li, Jing; Pi, Cinthia; Prendergast, Katherine M; Hobbs, Carey; Gemberling, Sarah; George, Daniel J; Hurwitz, Herbert I; Connelly, Mark; Garcia-Blanco, Mariano A; Armstrong, Andrew JUNLABELLED: Amplification of the MET oncogene is associated with poor prognosis, metastatic dissemination, and drug resistance in many malignancies. We developed a method to capture and characterize circulating tumor cells (CTC) expressing c-MET using a ferromagnetic antibody. Immunofluorescence was used to characterize cells for c-MET, DAPI, and pan-CK, excluding CD45(+) leukocytes. The assay was validated using appropriate cell line controls spiked into peripheral blood collected from healthy volunteers (HV). In addition, peripheral blood was analyzed from patients with metastatic gastric, pancreatic, colorectal, bladder, renal, or prostate cancers. CTCs captured by c-MET were enumerated, and DNA FISH for MET amplification was performed. The approach was highly sensitive (80%) for MET-amplified cells, sensitive (40%-80%) for c-MET-overexpressed cells, and specific (100%) for both c-MET-negative cells and in 20 HVs. Of 52 patients with metastatic carcinomas tested, c-MET CTCs were captured in replicate samples from 3 patients [gastric, colorectal, and renal cell carcinoma (RCC)] with 6% prevalence. CTC FISH demonstrated that MET amplification in both gastric and colorectal cancer patients and trisomy 7 with gain of MET gene copies in the RCC patient. The c-MET CTC assay is a rapid, noninvasive, sensitive, and specific method for detecting MET-amplified tumor cells. CTCs with MET amplification can be detected in patients with gastric, colorectal, and renal cancers. IMPLICATIONS: This study developed a novel c-MET CTC assay for detecting c-MET CTCs in patients with MET amplification and warrants further investigation to determine its clinical applicability. Mol Cancer Res; 14(6); 539-47. ©2016 AACR.Item Open Access Epstein-Barr virus induces global changes in cellular mRNA isoform usage that are important for the maintenance of latency.(Journal of virology, 2013-11) Homa, Nicholas J; Salinas, Raul; Forte, Eleonora; Robinson, Timothy J; Garcia-Blanco, Mariano A; Luftig, Micah AOncogenic viruses promote cell proliferation through the dramatic reorganization of host transcriptomes. In addition to regulating mRNA abundance, changes in mRNA isoform usage can have a profound impact on the protein output of the transcriptome. Using Epstein-Barr virus (EBV) transformation of primary B cells, we have studied the ability of an oncogenic virus to alter the mRNA isoform profile of its host. Using the algorithm called SplicerEX with two complementary Affymetrix microarray platforms, we uncovered 433 mRNA isoform changes regulated by EBV during B-cell transformation. These changes were largely orthogonal with the 2,163 mRNA abundance changes observed during transformation, such that less than one-third of mRNAs changing at the level of isoform also changed in overall abundance. While we observed no preference for a mechanistic class of mRNA isoform change, we detected a significant shortening of 3' untranslated regions and exclusion of cassette exons in EBV-transformed cells relative to uninfected B cells. Gene ontology analysis of the mRNA isoform changes revealed significant enrichment in nucleic acid binding proteins. We validated several of these isoform changes and were intrigued by those in two mRNAs encoding the proteins XBP1 and TCF4, which have both been shown to bind and activate the promoter of the major EBV lytic trans-activator BZLF1. Our studies indicate that EBV latent infection promotes the usage of mRNA isoforms of XBP1 and TCF4 that restrict BZLF1 activation. Therefore, characterization of global changes in mRNA isoform usage during EBV infection identifies a new mechanism for the maintenance of latent infection.Item Open Access Investigating the Roles of Tat Specific Factor 1 in Both HIV-1 and Cellular Gene Expression(2009) Miller, Heather BennettHIV-1 relies on both viral and cellular host factors for expression of its genome. Tat specific factor 1 (Tat-SF1) was identified as a cellular cofactor required for enhanced transcription of HIV-1 in vitro. Insight into the role of Tat-SF1 in the HIV-1 lifecycle has previously been limited to immunodepletions and in vitro analyses or transient overexpression experiments. Here, we present studies that utilize RNA interference (RNAi) to reevaluate Tat-SF1's role in Tat transactivation and HIV-1 replication in vivo. We report that although Tat-SF1 depletion reduces HIV-1 infectivity, it does not affect Tat transactivation in vivo. However, Tat-SF1 depletion changes the levels of unspliced and spliced RNAs. We propose that Tat-SF1 has a novel role of post-transcriptionally regulating HIV-1 gene expression, possibly through alternative splicing.
The functions of Tat-SF1 in cellular gene expression are not well understood, so we utilized the stable cell lines constructed for our HIV-1 studies to investigate the cellular functions of Tat-SF1. To identify target genes of Tat-SF1, we employed a combination of RNAi and human exon arrays. These arrays, which survey both transcript-level and exon-level changes genome-wide, revealed approximately 1,400 genes with alternative exon usage after Tat-SF1 depletion (p≤0.01). In contrast, 500 genes showed significant transcript-level changes (p≤0.01), all with minimal fold changes. Computational analyses showed that genes with alternative exon usage after Tat-SF1 depletion were over-represented in the insulin signaling and ubiquitin mediated proteolysis biological pathways. Furthermore, there was approximately 2-fold enrichment of Tat-SF1 target genes among previously reported HIV-1 dependency factors. The type of exon choice affected by Tat-SF1 depletion exhibited a strong 5’ bias. Finally, a novel Tat-SF1 binding motif, GACGGG, was found to be over-represented among target genes and may play a functional role in first exon choice. Together, these data are the strongest evidence to date of Tat-SF1 functioning in both transcription and splicing of cellular genes.
Item Open Access Mesenchymal-Epithelial Transition in Sarcomas Is Controlled by the Combinatorial Expression of MicroRNA 200s and GRHL2.(Mol Cell Biol, 2016-10-01) Somarelli, Jason A; Shetler, Samantha; Jolly, Mohit K; Wang, Xueyang; Bartholf Dewitt, Suzanne; Hish, Alexander J; Gilja, Shivee; Eward, William C; Ware, Kathryn E; Levine, Herbert; Armstrong, Andrew J; Garcia-Blanco, Mariano APhenotypic plasticity involves a process in which cells transiently acquire phenotypic traits of another lineage. Two commonly studied types of phenotypic plasticity are epithelial-mesenchymal transition (EMT) and mesenchymal-epithelial transition (MET). In carcinomas, EMT drives invasion and metastatic dissemination, while MET is proposed to play a role in metastatic colonization. Phenotypic plasticity in sarcomas is not well studied; however, there is evidence that a subset of sarcomas undergo an MET-like phenomenon. While the exact mechanisms by which these transitions occur remain largely unknown, it is likely that some of the same master regulators that drive EMT and MET in carcinomas also act in sarcomas. In this study, we combined mathematical models with bench experiments to identify a core regulatory circuit that controls MET in sarcomas. This circuit comprises the microRNA 200 (miR-200) family, ZEB1, and GRHL2. Interestingly, combined expression of miR-200s and GRHL2 further upregulates epithelial genes to induce MET. This effect is phenocopied by downregulation of either ZEB1 or the ZEB1 cofactor, BRG1. In addition, an MET gene expression signature is prognostic for improved overall survival in sarcoma patients. Together, our results suggest that a miR-200, ZEB1, GRHL2 gene regulatory network may drive sarcoma cells to a more epithelial-like state and that this likely has prognostic relevance.Item Open Access Ribosomal Proteins RPLP1 and RPLP2 are Host Factors Critically Required for Flavivirus Infectivity by Promoting Efficient Viral Translation Elongation.(2018) Kroon Campos, RafaelThe Flavivirus genus contains several arthropod-borne viruses that pose global health threats, including dengue virus (DENV). We identified two ribosomal proteins, RPLP1 and RPLP2 (RPLP1/2), that are crucial host factors required for translation of flaviviruses and efficient flavivirus infection of human cell lines and Aedes aegypti mosquitoes, which are natural vectors for these viruses. We hypothesized that RPLP1/2 are accessory ribosomal proteins that function to promote translation of specific cellular mRNAs sharing undefined features with the DENV genome. We found that these proteins are not broadly required for cellular translation and but are necessary for efficient accumulation of DENV proteins early in infection and ectopically expressed DENV structural proteins. The ribosome profiling technique allowed us to quantitative map ribosomes across the transcriptome during early DENV infection in human cell lines depleted for RPLP1/2. We observed that local ribosome occupancy is altered in the viral open reading frame with RPLP1/2 knockdown, consistent with a role for RPLP1/2 in promoting translation elongation. The most prominent ribosome pausing site in the DENV RNA was in the 5’ end of the E protein coding sequence which is located 210 nts downstream of two adjacent TMs. We also observed that RPLP1/2 depletion resulted in altered ribosome density in mRNAs encoding two or more transmembrane domains. This work increases our knowledge on DENV translation regulation and sheds light on the function of RPLP1/2 in translation of specific cellular RNAs.
Item Open Access Snail promotes resistance to enzalutamide through regulation of androgen receptor activity in prostate cancer.(Oncotarget, 2016-08-02) Ware, Kathryn E; Somarelli, Jason A; Schaeffer, Daneen; Li, Jing; Zhang, Tian; Park, Sally; Patierno, Steven R; Freedman, Jennifer; Foo, Wen-Chi; Garcia-Blanco, Mariano A; Armstrong, Andrew JTreatment with androgen-targeted therapies can induce upregulation of epithelial plasticity pathways. Epithelial plasticity is known to be important for metastatic dissemination and therapeutic resistance. The goal of this study is to elucidate the functional consequence of induced epithelial plasticity on AR regulation during disease progression to identify factors important for treatment-resistant and metastatic prostate cancer. We pinpoint the epithelial plasticity transcription factor, Snail, at the nexus of enzalutamide resistance and prostate cancer metastasis both in preclinical models of prostate cancer and in patients. In patients, Snail expression is associated with Gleason 9-10 high-risk disease and is strongly overexpressed in metastases as compared to localized prostate cancer. Snail expression is also elevated in enzalutamide-resistant prostate cancer cells compared to enzalutamide-sensitive cells, and downregulation of Snail re-sensitizes enzalutamide-resistant cells to enzalutamide. While activation of Snail increases migration and invasion, it is also capable of promoting enzalutamide resistance in enzalutamide-sensitive cells. This Snail-mediated enzalutamide resistance is a consequence of increased full-length AR and AR-V7 expression and nuclear localization. Downregulation of either full-length AR or AR-V7 re-sensitizes cells to enzalutamide in the presence of Snail, thus connecting Snail-induced enzalutamide resistance directly to AR biology. Finally, we demonstrate that Snail is capable of mediating-resistance through AR even in the absence of AR-V7. These findings imply that increased Snail expression during progression to metastatic disease may prime cells for resistance to AR-targeted therapies by promoting AR activity in prostate cancer.Item Open Access SplicerAV: a tool for mining microarray expression data for changes in RNA processing.(BMC Bioinformatics, 2010-02-25) Robinson, Timothy J; Dinan, Michaela A; Dewhirst, Mark; Garcia-Blanco, Mariano A; Pearson, James LBACKGROUND: Over the past two decades more than fifty thousand unique clinical and biological samples have been assayed using the Affymetrix HG-U133 and HG-U95 GeneChip microarray platforms. This substantial repository has been used extensively to characterize changes in gene expression between biological samples, but has not been previously mined en masse for changes in mRNA processing. We explored the possibility of using HG-U133 microarray data to identify changes in alternative mRNA processing in several available archival datasets. RESULTS: Data from these and other gene expression microarrays can now be mined for changes in transcript isoform abundance using a program described here, SplicerAV. Using in vivo and in vitro breast cancer microarray datasets, SplicerAV was able to perform both gene and isoform specific expression profiling within the same microarray dataset. Our reanalysis of Affymetrix U133 plus 2.0 data generated by in vitro over-expression of HRAS, E2F3, beta-catenin (CTNNB1), SRC, and MYC identified several hundred oncogene-induced mRNA isoform changes, one of which recognized a previously unknown mechanism of EGFR family activation. Using clinical data, SplicerAV predicted 241 isoform changes between low and high grade breast tumors; with changes enriched among genes coding for guanyl-nucleotide exchange factors, metalloprotease inhibitors, and mRNA processing factors. Isoform changes in 15 genes were associated with aggressive cancer across the three breast cancer datasets. CONCLUSIONS: Using SplicerAV, we identified several hundred previously uncharacterized isoform changes induced by in vitro oncogene over-expression and revealed a previously unknown mechanism of EGFR activation in human mammary epithelial cells. We analyzed Affymetrix GeneChip data from over 400 human breast tumors in three independent studies, making this the largest clinical dataset analyzed for en masse changes in alternative mRNA processing. The capacity to detect RNA isoform changes in archival microarray data using SplicerAV allowed us to carry out the first analysis of isoform specific mRNA changes directly associated with cancer survival.Item Open Access SplicerEX: a tool for the automated detection and classification of mRNA changes from conventional and splice-sensitive microarray expression data.(RNA (New York, N.Y.), 2012-08) Robinson, Timothy J; Forte, Eleonora; Salinas, Raul E; Puri, Shaan; Marengo, Matthew; Garcia-Blanco, Mariano A; Luftig, Micah AThe key postulate that one gene encodes one protein has been overhauled with the discovery that one gene can generate multiple RNA transcripts through alternative mRNA processing. In this study, we describe SplicerEX, a novel and uniquely motivated algorithm designed for experimental biologists that (1) detects widespread changes in mRNA isoforms from both conventional and splice sensitive microarray data, (2) automatically categorizes mechanistic changes in mRNA processing, and (3) mitigates known technological artifacts of exon array-based detection of alternative splicing resulting from 5' and 3' signal attenuation, background detection limits, and saturation of probe set signal intensity. In this study, we used SplicerEX to compare conventional and exon-based Affymetrix microarray data in a model of EBV transformation of primary human B cells. We demonstrated superior detection of 3'-located changes in mRNA processing by the Affymetrix U133 GeneChip relative to the Human Exon Array. SplicerEX-identified exon-level changes in the EBV infection model were confirmed by RT-PCR and revealed a novel set of EBV-regulated mRNA isoform changes in caspases 6, 7, and 8. Finally, SplicerEX as compared with MiDAS analysis of publicly available microarray data provided more efficiently categorized mRNA isoform changes with a significantly higher proportion of hits supported by previously annotated alternative processing events. Therefore, SplicerEX provides an important tool for the biologist interested in studying changes in mRNA isoform usage from conventional or splice-sensitive microarray platforms, especially considering the expansive amount of archival microarray data generated over the past decade. SplicerEX is freely available upon request.Item Open Access Using Nucleic Acids to Repair β-Globin Gene Mutations(2007-05-02T17:38:03Z) Kierlin-Duncan, Monique NatashaNucleic acids are an emerging class of therapeutics with the capacity to repair both DNA and RNA mutations in clinically relevant targets. We have used two approaches, mobile group II introns and Spliceosome Mediated RNA Trans-splicing (SMaRT), to correct β-globin mutations at the DNA and RNA levels respectively. We show that the group II intron inserts site-specifically into its DNA target, even when similar targets are available. Experiments transitioning this therapeutic into mammalian cell systems are then described. We also illustrate how SMaRT RNA repair can be used to correct β-globin mutations involved in sickle cell disease and some forms of β- thalassemia. We uncovered diverse repair efficiencies when targeting sickle cell versus β- thalassemia transcripts in mammalian cells. Possible reasons for this and how it might direct target choice for the SMaRT therapeutic approach are both discussed. The therapeutic molecule in SMaRT, a Pre-Trans-splicing Molecule or PTM, is also delivered via lentivirus to erythrocyte precursors cultured from the peripheral blood of sickle cell patients. Preliminary results from these experiments are discussed.