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1.
Cell ; 173(1): 181-195.e18, 2018 03 22.
Article in English | MEDLINE | ID: mdl-29551268

ABSTRACT

mRNAs can fold into complex structures that regulate gene expression. Resolving such structures de novo has remained challenging and has limited our understanding of the prevalence and functions of mRNA structure. We use SHAPE-MaP experiments in living E. coli cells to derive quantitative, nucleotide-resolution structure models for 194 endogenous transcripts encompassing approximately 400 genes. Individual mRNAs have exceptionally diverse architectures, and most contain well-defined structures. Active translation destabilizes mRNA structure in cells. Nevertheless, mRNA structure remains similar between in-cell and cell-free environments, indicating broad potential for structure-mediated gene regulation. We find that the translation efficiency of endogenous genes is regulated by unfolding kinetics of structures overlapping the ribosome binding site. We discover conserved structured elements in 35% of UTRs, several of which we validate as novel protein binding motifs. RNA structure regulates every gene studied here in a meaningful way, implying that most functional structures remain to be discovered.


Subject(s)
Nucleic Acid Amplification Techniques/methods , RNA, Messenger/metabolism , Algorithms , Binding Sites , Cell-Free System , DNA Primers/metabolism , Electrophoretic Mobility Shift Assay , Entropy , Escherichia coli/genetics , Escherichia coli/metabolism , Escherichia coli Proteins/chemistry , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , Models, Molecular , Nucleic Acid Conformation , Protein Biosynthesis , RNA Folding , RNA, Messenger/chemistry , Recombinant Proteins/biosynthesis , Recombinant Proteins/chemistry , Recombinant Proteins/isolation & purification , Ribosomes/chemistry , Ribosomes/metabolism , Untranslated Regions
2.
Mol Cell ; 80(5): 892-902.e4, 2020 12 03.
Article in English | MEDLINE | ID: mdl-33188727

ABSTRACT

Primary microRNAs (miRNAs) are the precursors of miRNAs that modulate the expression of most mRNAs in humans. They fold up into a hairpin structure that is cleaved at its base by an enzyme complex known as the Microprocessor (Drosha/DGCR8). While many of the molecular details are known, a complete understanding of what features distinguish primary miRNA from hairpin structures in other transcripts is still lacking. We develop a massively parallel functional assay termed Dro-seq (Drosha sequencing) that enables testing of hundreds of known primary miRNA substrates and thousands of single-nucleotide variants. We find an additional feature of primary miRNAs, called Shannon entropy, describing the structural ensemble important for processing. In a deep mutagenesis experiment, we observe particular apical loop U bases, likely recognized by DGCR8, are important for efficient processing. These findings build on existing knowledge about primary miRNA maturation by the Microprocessor and further explore the substrate RNA sequence-structure relationship.


Subject(s)
MicroRNAs , Multiprotein Complexes , Nucleic Acid Conformation , RNA Processing, Post-Transcriptional , RNA-Binding Proteins , Ribonuclease III , Animals , Humans , MicroRNAs/chemistry , MicroRNAs/genetics , MicroRNAs/metabolism , Multiprotein Complexes/chemistry , Multiprotein Complexes/metabolism , RNA-Binding Proteins/chemistry , RNA-Binding Proteins/metabolism , Ribonuclease III/chemistry , Ribonuclease III/metabolism , Sf9 Cells , Spodoptera
3.
Mol Pharm ; 12(2): 386-92, 2015 Feb 02.
Article in English | MEDLINE | ID: mdl-25581130

ABSTRACT

Small interfering RNA (siRNA) is a novel therapeutic modality that benefits from nanoparticle mediated delivery. The most clinically advanced siRNA-containing nanoparticles are polymer-coated supramolecular assemblies of siRNA and lipids (lipid nanoparticles or LNPs), which protect the siRNA from nucleases, modulate pharmacokinetics of the siRNA, and enable selective delivery of siRNA to target cells. Understanding the mechanisms of assembly and delivery of such systems is complicated by the complexity of the dynamic supramolecular assembly as well as by its subsequent interactions with the biological milieu. We have developed an ex vivo method that provides insight into how LNPs behave when contacted with biological fluids. Pulsed gradient spin echo (PGSE) NMR was used to directly measure the kinetics of poly(ethylene) glycol (PEG) shedding from siRNA encapsulated LNPs in rat serum. The method represents a molecularly specific, real-time, quantitative, and label-free way to monitor the behavior of a nanoparticle surface coating. We believe that this method has broad implications in gaining mechanistic insights into how nanoparticle-based drug delivery vehicles behave in biofluids and is versatile enough to be applied to a diversity of systems.


Subject(s)
Blood Chemical Analysis/methods , Lipids/chemistry , Magnetic Resonance Spectroscopy , Nanoparticles/chemistry , Polyethylene Glycols/analysis , RNA, Small Interfering/chemistry , Animals , Liposomes/chemistry , Male , Rats
4.
Proc Natl Acad Sci U S A ; 108(17): 6721-6, 2011 Apr 26.
Article in English | MEDLINE | ID: mdl-21415363

ABSTRACT

Modern methods for the identification of therapeutic leads include chemical or virtual screening of compound libraries. Nature's library represents a vast and diverse source of leads, often exhibiting exquisite biological activities. However, the advancement of natural product leads into the clinic is often impeded by their scarcity, complexity, and nonoptimal properties or efficacy as well as the challenges associated with their synthesis or modification. Function-oriented synthesis represents a strategy to address these issues through the design of simpler and therefore synthetically more accessible analogs that incorporate the activity-determining features of the natural product leads. This study illustrates the application of this strategy to the design and synthesis of functional analogs of the bryostatin marine natural products. It is specifically directed at exploring the activity-determining role of bryostatin A-ring functionality on PKC affinity and selectivity. The resultant functional analogs, which were prepared by a flexible, modular synthetic strategy, exhibit excellent affinity to PKC and differential isoform selectivity. These and related studies provide the basic information needed for the design of simplified and thus synthetically more accessible functional analogs that target PKC isoforms, major targets of therapeutic interest.


Subject(s)
Drug Design , Protein Kinase C/antagonists & inhibitors , Protein Kinase C/metabolism , Protein Kinase Inhibitors , Animals , Bryostatins/chemical synthesis , Bryostatins/chemistry , Bryostatins/pharmacology , CHO Cells , Cricetinae , Cricetulus , Drug Delivery Systems/methods , Humans , Isoenzymes/antagonists & inhibitors , Isoenzymes/genetics , Isoenzymes/metabolism , Mice , NIH 3T3 Cells , Protein Kinase C/genetics , Protein Kinase Inhibitors/chemical synthesis , Protein Kinase Inhibitors/chemistry , Protein Kinase Inhibitors/pharmacology , Protein Transport/drug effects , Protein Transport/genetics
5.
Elife ; 72018 04 20.
Article in English | MEDLINE | ID: mdl-29676732

ABSTRACT

Potent, selective and broadly characterized small molecule modulators of protein function (chemical probes) are powerful research reagents. The pharmaceutical industry has generated many high-quality chemical probes and several of these have been made available to academia. However, probe-associated data and control compounds, such as inactive structurally related molecules and their associated data, are generally not accessible. The lack of data and guidance makes it difficult for researchers to decide which chemical tools to choose. Several pharmaceutical companies (AbbVie, Bayer, Boehringer Ingelheim, Janssen, MSD, Pfizer, and Takeda) have therefore entered into a pre-competitive collaboration to make available a large number of innovative high-quality probes, including all probe-associated data, control compounds and recommendations on use (https://openscienceprobes.sgc-frankfurt.de/). Here we describe the chemical tools and target-related knowledge that have been made available, and encourage others to join the project.


Subject(s)
Molecular Probes/metabolism , Pharmacology/methods , Proteins/metabolism , Technology, Pharmaceutical/methods
6.
Org Lett ; 7(6): 1177-80, 2005 Mar 17.
Article in English | MEDLINE | ID: mdl-15760168

ABSTRACT

[structure: see text] The C20 region of our bryostatin analogs was identified as a nonpharmacophoric site that could be varied to tune analogs for function and physical properties without significantly affecting their binding affinity for PKC. The use of this site in a late-stage diversification strategy has enabled the facile synthesis of a variety of new C20 analogs, all of which retain nanomolar affinity for PKC, in agreement with our pharmacophore hypothesis.


Subject(s)
Antineoplastic Agents/chemistry , Antineoplastic Agents/chemical synthesis , Macrolides/chemistry , Macrolides/chemical synthesis , Models, Molecular , Protein Kinase C/metabolism , Animals , Brain/enzymology , Bryostatins , Clinical Trials, Phase I as Topic , Clinical Trials, Phase II as Topic , Molecular Structure , Rats , Structure-Activity Relationship
7.
Chem Biol ; 11(9): 1261-7, 2004 Sep.
Article in English | MEDLINE | ID: mdl-15380186

ABSTRACT

Structurally simplified analogs of bryostatin 1, a marine natural product in clinical trials for the treatment of cancer, have been shown to be up to 50 times more potent than bryostatin 1 at inducing the translocation of PKCdelta-GFP from the cytosol of rat basophilic leukemia (RBL) cells. The end distribution of the protein is similar for all three compounds, despite a significant difference in translocation kinetics. The potency of the compounds for inducing the translocation response appears to be only qualitatively related to their binding affinity for PKC, highlighting the importance of using binding affinity in conjunction with real-time measurements of protein localization for the pharmacological profiling of biologically active agents.


Subject(s)
Antineoplastic Agents/pharmacology , Green Fluorescent Proteins/metabolism , Lactones/pharmacology , Protein Kinase C/metabolism , Recombinant Fusion Proteins/metabolism , Animals , Antineoplastic Agents/chemistry , Bryostatins , Cell Line, Tumor , Dose-Response Relationship, Drug , Endocytosis/drug effects , Kinetics , Lactones/chemistry , Macrolides , Microscopy, Confocal , Microscopy, Fluorescence , Molecular Structure , Rats , Structure-Activity Relationship
8.
J Med Chem ; 47(26): 6638-44, 2004 Dec 16.
Article in English | MEDLINE | ID: mdl-15588099

ABSTRACT

The functional properties of four diacylglycerol (DAG) analogues were compared using cell-signaling assays based on the protein RasGRP1, a DAG-regulated Ras activator. Compounds 1 and 2, synthetic analogues of bryostatin 1, were compared to authentic bryostatin 1 and phorbol 12-myristate-13-acetate (PMA). The two "bryologues" were able to activate RasGRP1 signaling rapidly in cultured cells and isolated mouse thymocytes. They elicited expression of the T cell activation marker CD69 in human T cells. DAG analogues promptly recruited RasGRP1 to cell membranes, but they did not induce RasGRP1 proteolysis. Bryostatin 1 and compounds 1 and 2 appeared to be less potent than PMA at inducing aggregation of mouse thymocytes, a PKC-dependent, RasGRP1-independent response. In addition to sharing potential anticancer properties with bryostatin 1, compounds 1 and 2 might be clinically useful as modulators of the immune system.


Subject(s)
DNA-Binding Proteins/physiology , Guanine Nucleotide Exchange Factors/physiology , Immunologic Factors/chemical synthesis , Lactones/chemical synthesis , Animals , Antigens, CD/biosynthesis , Antigens, Differentiation, T-Lymphocyte/biosynthesis , Bryostatins , Cell Aggregation/drug effects , Cell Membrane/metabolism , Cells, Cultured , DNA-Binding Proteins/genetics , Extracellular Signal-Regulated MAP Kinases/metabolism , Guanine Nucleotide Exchange Factors/genetics , Humans , Immunologic Factors/chemistry , Immunologic Factors/pharmacology , Lactones/chemistry , Lactones/pharmacology , Lectins, C-Type , Macrolides , Mice , Mutation , Phosphorylation , Protein Kinase C/physiology , Protein Transport/drug effects , Signal Transduction/drug effects , T-Lymphocytes/drug effects , T-Lymphocytes/metabolism , T-Lymphocytes/physiology , Tetradecanoylphorbol Acetate/pharmacology , Thymus Gland/cytology , Transfection
9.
Curr Drug Discov Technol ; 1(1): 1-11, 2004 Jan.
Article in English | MEDLINE | ID: mdl-16472215

ABSTRACT

Bryostatin 1 represents a novel and potent therapeutic lead with a unique activity profile. Its natural and synthetic availability is severely limited. Function oriented synthesis provides a means to address this supply problem through the design of synthetically more accessible simplified structures that at the same time incorporate improved functional activity. Pharmacophore searching and a new computer aided visualization of a possible binding mode are combined with an understanding of function and knowledge of synthesis to design and prepare a new and simplified compound with bryostatin-like function in biological systems. This new compound is a potent ligand for protein kinase C in vitro (K(i) = 8.0 nM). More significantly, the described molecule retains the functional ability to translocate a PKCdelta-GFP fusion protein in RBL cells. The extent of protein translocation and the sub-cellular localization induced by this new compound is similar to that seen in response to bryostatin 1, indicating that the new molecule retains the functional activity of the natural product but is simpler and can be synthesized in a practical fashion.


Subject(s)
Drug Design , Macrolides/chemical synthesis , Macrolides/pharmacology , Protein Kinase C/metabolism , Animals , Bryostatins , Cell Line, Tumor , Image Processing, Computer-Assisted , Indicators and Reagents , Isoenzymes/chemistry , Isoenzymes/metabolism , Leukemia, Basophilic, Acute/drug therapy , Leukemia, Basophilic, Acute/metabolism , Macrolides/metabolism , Microscopy, Fluorescence , Models, Molecular , Protein Binding , Protein Kinase C/chemistry , Rats
10.
Nat Chem Biol ; 1(7): 383-8, 2005 Dec.
Article in English | MEDLINE | ID: mdl-16372404

ABSTRACT

Bistramide A (1) is a marine natural product with broad, potent antiproliferative effects. Bistramide A has been reported to selectively activate protein kinase C (PKC) delta, leading to the view that PKCdelta is the principal mediator of antiproliferative activity of this natural product. Contrary to this observation, we established that bistramide A binds PKCdelta with low affinity, does not activate this kinase in vitro and does not translocate GFP-PKCdelta. Furthermore, we identified actin as the cellular receptor of bistramide A. We report that bistramide A disrupts the actin cytoskeleton, inhibits actin polymerization, depolymerizes filamentous F-actin in vitro and binds directly to monomeric G-actin in a 1:1 ratio with a Kd of 7 nM. We also constructed a fully synthetic9 bistramide A-based affinity matrix and isolated actin as a specific bistramide A-binding protein. This activity provides a molecular explanation for the potent antiproliferative effects of bistramide A, identifying it as a new biochemical tool for studies of the actin cytoskeleton and as a potential lead for development of a new class of antitumor agents.


Subject(s)
Acetamides/pharmacology , Actins/drug effects , Pyrans/pharmacology , Acetamides/chemical synthesis , Acetamides/chemistry , Actins/metabolism , Animals , Cell Line , Cell Line, Tumor , Cell Proliferation/drug effects , Cytoskeleton/drug effects , Cytoskeleton/metabolism , Humans , In Vitro Techniques , Molecular Conformation , Protein Kinase C-delta/drug effects , Protein Kinase C-delta/metabolism , Pyrans/chemical synthesis , Pyrans/chemistry , Rats , Spiro Compounds/chemical synthesis , Spiro Compounds/chemistry , Spiro Compounds/pharmacology , Time Factors
11.
J Immunother ; 28(1): 28-39, 2005.
Article in English | MEDLINE | ID: mdl-15614042

ABSTRACT

Since the intrinsically poor immunogenicity of chronic lymphocytic leukemia (CLL) cells might be a key factor in allowing them to avoid immune control mechanisms, the development of methods to enhance CLL cell immunogenicity might lead to improved disease control. The ability of CLL cells to stimulate T cells was increased significantly by the protein kinase C (PKC) agonist phorbol myristic acetate (PMA). However, under serum-free conditions, PMA-activated CLL cells died within 48 hours. Antioxidants, such as 2-mercaptoethanol (2-ME), or fetal calf serum could prevent the death of these cells but caused them to enter distinct states of differentiation. In the presence of 2-ME, PMA-activated CLL cells extended dendritic-like protrusions and exhibited increased T-cell stimulatory capacity. In the presence of serum, PMA-activated CLL cells developed fewer dendrites, made less IL-10 and more IL-12 p40 mRNA transcripts, and showed an increased capacity to induce IFN-gamma production by T cells. The effects of serum on the promotion of type 1 immune responses by phorbol ester-activated CLL cells were dominant and correlated with activation of the NF-kappaB signaling pathway. Other PKC agonists, such as Bryostatin-1 and a synthetic Bryostatin analog (Picolog), had similar effects on CLL cells. The observation that CLL cells can acquire features of dendritic cells that promote type 1 immunity may find clinical application in immunotherapeutic strategies for this disease.


Subject(s)
Antioxidants/pharmacology , Leukemia, Lymphocytic, Chronic, B-Cell/immunology , Protein Kinase C/metabolism , Serum/physiology , Adult , Aged , Antigen Presentation/immunology , Antigens, CD/metabolism , Antigens, Viral/immunology , Bryostatins , Cell Death/drug effects , Cell Shape/drug effects , Cell Survival/drug effects , Coculture Techniques , Culture Media, Serum-Free/pharmacology , Enzyme Activators/pharmacology , Female , Gene Expression Regulation, Neoplastic/drug effects , Humans , I-kappa B Proteins/metabolism , Immunophenotyping , Interferon-gamma/metabolism , Interleukin-10/metabolism , Interleukin-12/metabolism , Leukemia, Lymphocytic, Chronic, B-Cell/metabolism , Leukemia, Lymphocytic, Chronic, B-Cell/pathology , Lymphocyte Activation/immunology , Macrolides/pharmacology , Male , Mercaptoethanol/pharmacology , Middle Aged , NF-kappa B/metabolism , Phosphorylation/drug effects , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Tetradecanoylphorbol Acetate/pharmacology , Tumor Cells, Cultured , Tumor Necrosis Factor-alpha/metabolism
12.
J Am Chem Soc ; 124(46): 13648-9, 2002 Nov 20.
Article in English | MEDLINE | ID: mdl-12431074

ABSTRACT

Macrocycle 1 is a new highly potent analogue of bryostatin 1, a promising anti-cancer agent currently in human clinical trials. In vitro, 1 displays picomolar affinity for PKC and exhibits over 100-fold greater potency than bryostatin 1 when tested against various human cancer cell lines. Macrocycle 1 can be generated in clinically required amounts by chemical synthesis in only 19 steps (LLS) and represents a new clinical lead for the treatment of cancer.


Subject(s)
Antineoplastic Agents/chemical synthesis , Lactones/chemical synthesis , Antineoplastic Agents/metabolism , Antineoplastic Agents/pharmacology , Bryostatins , Drug Screening Assays, Antitumor , Humans , Lactones/metabolism , Lactones/pharmacology , Macrolides , Protein Kinase C/metabolism , Tumor Cells, Cultured
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