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1.
Microbiologyopen ; 9(12): e1136, 2020 12.
Article in English | MEDLINE | ID: mdl-33166081

ABSTRACT

Recent studies on recombinant adeno-associated viral (rAAV) vector production demonstrated the generation of infectious viral particles in Saccharomyces cerevisiae. Proof-of-concept results showed low vector yields that correlated with low AAV DNA encapsidation rates. In an attempt to understand the host cell response to rAAV production, we profiled proteomic changes throughout the fermentation process by mass spectrometry. By comparing an rAAV-producing yeast strain with a respective non-producer control, we identified a subset of yeast host proteins with significantly different expression patterns during the rAAV induction period. Gene ontology enrichment and network interaction analyses identified changes in expression patterns associated mainly with protein folding, as well as amino acid metabolism, gluconeogenesis, and stress response. Specific fold change patterns of heat shock proteins and other stress protein markers suggested the occurrence of a cytosolic unfolded protein response during rAAV protein expression. Also, a correlative increase in proteins involved in response to oxidative stress suggested cellular activities to ameliorate the effects of reactive oxygen species or other oxidants. We tested the functional relevance of the identified host proteins by overexpressing selected protein leads using low- and high-copy number plasmids. Increased vector yields up to threefold were observed in clones where proteins SSA1, SSE1, SSE2, CCP1, GTT1, and RVB2 were overexpressed. Recombinant expression of SSA1 and YDJ insect homologues (HSP40 and HSC70, respectively) in Sf9 cells led to a volumetric vector yield increase of 50% relative to control, which validated the importance of chaperone proteins in rAAV-producing systems. Overall, these results highlight the utility of proteomic-based tools for the understanding and optimization of rAAV-producing recombinant strains.


Subject(s)
Dependovirus/growth & development , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/virology , Viral Proteins/biosynthesis , Animals , Cell Line , Dependovirus/genetics , Dependovirus/metabolism , Gene Expression Profiling , Heat-Shock Proteins/metabolism , Mass Spectrometry , Oxidative Stress/genetics , Plasmids/genetics , Proteome/metabolism , Reactive Oxygen Species/metabolism , Sf9 Cells , Spodoptera , Unfolded Protein Response/genetics , Viral Proteins/genetics
2.
Cell ; 173(2): 470-484.e18, 2018 04 05.
Article in English | MEDLINE | ID: mdl-29551267

ABSTRACT

B cell activation during normal immune responses and oncogenic transformation impose increased metabolic demands on B cells and their ability to retain redox homeostasis. While the serine/threonine-protein phosphatase 2A (PP2A) was identified as a tumor suppressor in multiple types of cancer, our genetic studies revealed an essential role of PP2A in B cell tumors. Thereby, PP2A redirects glucose carbon utilization from glycolysis to the pentose phosphate pathway (PPP) to salvage oxidative stress. This unique vulnerability reflects constitutively low PPP activity in B cells and transcriptional repression of G6PD and other key PPP enzymes by the B cell transcription factors PAX5 and IKZF1. Reflecting B-cell-specific transcriptional PPP-repression, glucose carbon utilization in B cells is heavily skewed in favor of glycolysis resulting in lack of PPP-dependent antioxidant protection. These findings reveal a gatekeeper function of the PPP in a broad range of B cell malignancies that can be efficiently targeted by small molecule inhibition of PP2A and G6PD.


Subject(s)
Carbon/metabolism , Glucose/metabolism , Precursor Cell Lymphoblastic Leukemia-Lymphoma/pathology , Animals , B-Lymphocytes/cytology , B-Lymphocytes/metabolism , Cell Line, Tumor , Cell Survival , Glucosephosphate Dehydrogenase/genetics , Glucosephosphate Dehydrogenase/metabolism , Glycolysis , Humans , Ikaros Transcription Factor/genetics , Ikaros Transcription Factor/metabolism , Mice , Mice, Inbred C57BL , Mice, Inbred NOD , Oxidative Stress , PAX5 Transcription Factor/genetics , PAX5 Transcription Factor/metabolism , Pentose Phosphate Pathway , Precursor Cell Lymphoblastic Leukemia-Lymphoma/metabolism , Protein Phosphatase 2/deficiency , Protein Phosphatase 2/genetics , Protein Phosphatase 2/metabolism , Proto-Oncogene Proteins c-bcl-2/metabolism , Transcription, Genetic
3.
Pharmacogenomics ; 18(10): 995-967, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28639471

ABSTRACT

AIM: To identify the BCL11A intron-2 enhancer linkage disequilibrium (LD) block, harboring two previously identified SNPs, associating with the hydroxyurea response in ß-thalassemia patients and the functional significance of this region. MATERIALS & METHODS: Several neighboring SNPs were genotyped in our cohort. The associating LD block was identified, and its function studied in K562 erythroid cells via CRISPR/Cas9 genome editing. RESULTS: A haplotype harboring three tag SNPs correlated significantly with the HU-response and BCL11A transcript levels in the patients' reticulocytes. Two deletions encompassing this LD block significantly reduced BCL11A transcript levels in K562 cells. CONCLUSION: Our data suggest an essential role for this LD block in BCL11A expression levels and the response to hydroxyurea in ß-thalassemia patients.


Subject(s)
Carrier Proteins/genetics , Hydroxyurea/therapeutic use , Nuclear Proteins/genetics , Pharmacogenomic Variants , Polymorphism, Single Nucleotide , beta-Thalassemia/drug therapy , Cohort Studies , Enhancer Elements, Genetic , Gene Frequency , Genotype , HEK293 Cells , Haplotypes , Humans , Hydroxyurea/administration & dosage , Hydroxyurea/pharmacokinetics , K562 Cells , Linkage Disequilibrium , Repressor Proteins , Reticulocytes/metabolism , Transfection , beta-Thalassemia/blood , beta-Thalassemia/genetics
4.
J Exp Med ; 214(3): 793-814, 2017 03 06.
Article in English | MEDLINE | ID: mdl-28190001

ABSTRACT

Inactivation of the tumor suppressor gene encoding the transcriptional regulator Ikaros (IKZF1) is a hallmark of BCR-ABL1+ precursor B cell acute lymphoblastic leukemia (pre-B ALL). However, the mechanisms by which Ikaros functions as a tumor suppressor in pre-B ALL remain poorly understood. Here, we analyzed a mouse model of BCR-ABL1+ pre-B ALL together with a new model of inducible expression of wild-type Ikaros in IKZF1 mutant human BCR-ABL1+ pre-B ALL. We performed integrated genome-wide chromatin and expression analyses and identified Ikaros target genes in mouse and human BCR-ABL1+ pre-B ALL, revealing novel conserved gene pathways associated with Ikaros tumor suppressor function. Notably, genetic depletion of different Ikaros targets, including CTNND1 and the early hematopoietic cell surface marker CD34, resulted in reduced leukemic growth. Our results suggest that Ikaros mediates tumor suppressor function by enforcing proper developmental stage-specific expression of multiple genes through chromatin compaction at its target genes.


Subject(s)
Fusion Proteins, bcr-abl/analysis , Ikaros Transcription Factor/physiology , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/genetics , Tumor Suppressor Proteins/physiology , Animals , Antigens, CD34/analysis , Cell Cycle , Cell Line, Tumor , Gene Expression Regulation, Leukemic , Humans , Ikaros Transcription Factor/genetics , Leukosialin/analysis , Mice , Mice, Inbred C57BL , Proto-Oncogene Proteins c-kit/genetics
5.
Science ; 345(6204): 1250684, 2014 Sep 26.
Article in English | MEDLINE | ID: mdl-25258083

ABSTRACT

Epigenetic reprogramming of myeloid cells, also known as trained immunity, confers nonspecific protection from secondary infections. Using histone modification profiles of human monocytes trained with the Candida albicans cell wall constituent ß-glucan, together with a genome-wide transcriptome, we identified the induced expression of genes involved in glucose metabolism. Trained monocytes display high glucose consumption, high lactate production, and a high ratio of nicotinamide adenine dinucleotide (NAD(+)) to its reduced form (NADH), reflecting a shift in metabolism with an increase in glycolysis dependent on the activation of mammalian target of rapamycin (mTOR) through a dectin-1-Akt-HIF-1α (hypoxia-inducible factor-1α) pathway. Inhibition of Akt, mTOR, or HIF-1α blocked monocyte induction of trained immunity, whereas the adenosine monophosphate-activated protein kinase activator metformin inhibited the innate immune response to fungal infection. Mice with a myeloid cell-specific defect in HIF-1α were unable to mount trained immunity against bacterial sepsis. Our results indicate that induction of aerobic glycolysis through an Akt-mTOR-HIF-1α pathway represents the metabolic basis of trained immunity.


Subject(s)
Epigenesis, Genetic , Glycolysis/immunology , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Immunity, Innate/genetics , Immunologic Memory/genetics , Monocytes/immunology , TOR Serine-Threonine Kinases/metabolism , Aerobiosis/immunology , Animals , Candida albicans/immunology , Candidiasis/immunology , Candidiasis/metabolism , Disease Models, Animal , Female , Glucose/metabolism , Humans , Hypoxia-Inducible Factor 1, alpha Subunit/genetics , Male , Mice , Mice, Inbred C57BL , Monocytes/metabolism , Sepsis/genetics , Sepsis/immunology , Sepsis/metabolism , Staphylococcal Infections/immunology , Staphylococcal Infections/metabolism , Staphylococcus aureus , TOR Serine-Threonine Kinases/genetics , Transcriptome , beta-Glucans/immunology
6.
Science ; 345(6204): 1251086, 2014 Sep 26.
Article in English | MEDLINE | ID: mdl-25258085

ABSTRACT

Monocyte differentiation into macrophages represents a cornerstone process for host defense. Concomitantly, immunological imprinting of either tolerance or trained immunity determines the functional fate of macrophages and susceptibility to secondary infections. We characterized the transcriptomes and epigenomes in four primary cell types: monocytes and in vitro-differentiated naïve, tolerized, and trained macrophages. Inflammatory and metabolic pathways were modulated in macrophages, including decreased inflammasome activation, and we identified pathways functionally implicated in trained immunity. ß-glucan training elicits an exclusive epigenetic signature, revealing a complex network of enhancers and promoters. Analysis of transcription factor motifs in deoxyribonuclease I hypersensitive sites at cell-type-specific epigenetic loci unveiled differentiation and treatment-specific repertoires. Altogether, we provide a resource to understand the epigenetic changes that underlie innate immunity in humans.


Subject(s)
Cell Differentiation/genetics , Epigenesis, Genetic , Immunity, Innate/genetics , Macrophages/cytology , Monocytes/cytology , Animals , Binding Sites/genetics , Deoxyribonuclease I/chemistry , Genomic Imprinting , Humans , Immunologic Memory , Inflammasomes/genetics , Inflammasomes/immunology , Macrophages/immunology , Mice , Monocytes/immunology , Transcription Factors/metabolism , beta-Glucans/immunology
7.
J Clin Invest ; 124(4): 1699-710, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24614105

ABSTRACT

Genetic studies have identified common variants within the intergenic region (HBS1L-MYB) between GTP-binding elongation factor HBS1L and myeloblastosis oncogene MYB on chromosome 6q that are associated with elevated fetal hemoglobin (HbF) levels and alterations of other clinically important human erythroid traits. It is unclear how these noncoding sequence variants affect multiple erythrocyte characteristics. Here, we determined that several HBS1L-MYB intergenic variants affect regulatory elements that are occupied by key erythroid transcription factors within this region. These elements interact with MYB, a critical regulator of erythroid development and HbF levels. We found that several HBS1L-MYB intergenic variants reduce transcription factor binding, affecting long-range interactions with MYB and MYB expression levels. These data provide a functional explanation for the genetic association of HBS1L-MYB intergenic polymorphisms with human erythroid traits and HbF levels. Our results further designate MYB as a target for therapeutic induction of HbF to ameliorate sickle cell and ß-thalassemia disease severity.


Subject(s)
DNA, Intergenic/genetics , Fetal Hemoglobin/metabolism , GTP-Binding Proteins/genetics , Genes, myb , HSP70 Heat-Shock Proteins/genetics , Peptide Elongation Factors/genetics , Adult , Cell Line , DNA, Intergenic/metabolism , Enhancer Elements, Genetic , Erythroid Cells/metabolism , Genetic Variation , Humans , K562 Cells , Polymorphism, Single Nucleotide , Promoter Regions, Genetic , Transcription Factors/metabolism
8.
Cell Rep ; 4(3): 589-600, 2013 Aug 15.
Article in English | MEDLINE | ID: mdl-23911284

ABSTRACT

Here, we show that transcription factors bound to regulatory sequences can be identified by purifying these unique sequences directly from mammalian cells in vivo. Using targeted chromatin purification (TChP), a double-pull-down strategy with a tetracycline-sensitive "hook" bound to a specific promoter, we identify transcription factors bound to the repressed γ-globin gene-associated regulatory regions. After validation of the binding, we show that, in human primary erythroid cells, knockdown of a number of these transcription factors induces γ-globin gene expression. Reactivation of γ-globin gene expression ameliorates the symptoms of ß-thalassemia and sickle cell disease, and these factors provide potential targets for the development of therapeutics for treating these patients.


Subject(s)
Chromatin/isolation & purification , Gene Knockdown Techniques/methods , Animals , Cells, Cultured , Chromatin/genetics , Chromatin/metabolism , Humans , Mass Spectrometry , Mice , Mice, Transgenic , Promoter Regions, Genetic , Proteomics/methods , Transcription, Genetic , beta-Globins/genetics , beta-Globins/isolation & purification , beta-Globins/metabolism
9.
Mol Cell Proteomics ; 11(11): 1263-73, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22872859

ABSTRACT

Chromatin target of Prmt1 (Chtop) is a vertebrate-specific chromatin-bound protein that plays an important role in transcriptional regulation. As its mechanism of action remains unclear, we identified Chtop-interacting proteins using a biotinylation-proteomics approach. Here we describe the identification and initial characterization of Five Friends of Methylated Chtop (5FMC). 5FMC is a nuclear complex that can only be recruited by Chtop when the latter is arginine-methylated by Prmt1. It consists of the co-activator Pelp1, the Sumo-specific protease Senp3, Wdr18, Tex10, and Las1L. Pelp1 functions as the core of 5FMC, as the other components become unstable in the absence of Pelp1. We show that recruitment of 5FMC to Zbp-89, a zinc-finger transcription factor, affects its sumoylation status and transactivation potential. Collectively, our data provide a mechanistic link between arginine methylation and (de)sumoylation in the control of transcriptional activity.


Subject(s)
Arginine/metabolism , Chromatin/metabolism , Co-Repressor Proteins/metabolism , Cysteine Endopeptidases/metabolism , Multiprotein Complexes/metabolism , Nuclear Proteins/metabolism , Protein-Arginine N-Methyltransferases/metabolism , Sumoylation , Transcription Factors/metabolism , Animals , Cell Nucleus/metabolism , Gene Expression Regulation , Humans , Methylation , Mice , Models, Biological , Peptide Hydrolases/metabolism , Protein Binding , Protein Stability
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