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1.
Immunity ; 43(1): 120-31, 2015 Jul 21.
Article in English | MEDLINE | ID: mdl-26187411

ABSTRACT

The B cell response to Salmonella typhimurium (STm) occurs massively at extrafollicular sites, without notable germinal centers (GCs). Little is known in terms of its specificity. To expand the knowledge of antigen targets, we screened plasmablast (PB)-derived monoclonal antibodies (mAbs) for Salmonella specificity, using ELISA, flow cytometry, and antigen microarray. Only a small fraction (0.5%-2%) of the response appeared to be Salmonella-specific. Yet, infection of mice with limited B cell receptor (BCR) repertoires impaired the response, suggesting that BCR specificity was important. We showed, using laser microdissection, that somatic hypermutation (SHM) occurred efficiently at extrafollicular sites leading to affinity maturation that in turn led to detectable STm Ag-binding. These results suggest a revised vision of how clonal selection and affinity maturation operate in response to Salmonella. Clonal selection initially is promiscuous, activating cells with virtually undetectable affinity, yet SHM and selection occur during the extrafollicular response yielding higher affinity, detectable antibodies.


Subject(s)
B-Lymphocytes/immunology , Clonal Selection, Antigen-Mediated/immunology , Germinal Center/immunology , Salmonella typhimurium/immunology , Somatic Hypermutation, Immunoglobulin/immunology , Animals , Antibodies, Monoclonal/immunology , Clonal Selection, Antigen-Mediated/genetics , Immunoglobulin G/biosynthesis , Immunoglobulin G/immunology , Lymphocyte Activation/immunology , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Mice, Knockout , Receptors, Antigen, B-Cell/genetics , Receptors, Antigen, B-Cell/immunology , Salmonella Infections/immunology , Salmonella Infections/microbiology , Somatic Hypermutation, Immunoglobulin/genetics , Spleen/cytology , Spleen/immunology
2.
J Immunol ; 198(4): 1460-1473, 2017 02 15.
Article in English | MEDLINE | ID: mdl-28087666

ABSTRACT

Myasthenia gravis (MG) is a prototypical B cell-mediated autoimmune disease affecting 20-50 people per 100,000. The majority of patients fall into two clinically distinguishable types based on whether they produce autoantibodies targeting the acetylcholine receptor (AChR-MG) or muscle specific kinase (MuSK-MG). The autoantibodies are pathogenic, but whether their generation is associated with broader defects in the B cell repertoire is unknown. To address this question, we performed deep sequencing of the BCR repertoire of AChR-MG, MuSK-MG, and healthy subjects to generate ∼518,000 unique VH and VL sequences from sorted naive and memory B cell populations. AChR-MG and MuSK-MG subjects displayed distinct gene segment usage biases in both VH and VL sequences within the naive and memory compartments. The memory compartment of AChR-MG was further characterized by reduced positive selection of somatic mutations in the VH CDR and altered VH CDR3 physicochemical properties. The VL repertoire of MuSK-MG was specifically characterized by reduced V-J segment distance in recombined sequences, suggesting diminished VL receptor editing during B cell development. Our results identify large-scale abnormalities in both the naive and memory B cell repertoires. Particular abnormalities were unique to either AChR-MG or MuSK-MG, indicating that the repertoires reflect the distinct properties of the subtypes. These repertoire abnormalities are consistent with previously observed defects in B cell tolerance checkpoints in MG, thereby offering additional insight regarding the impact of tolerance defects on peripheral autoimmune repertoires. These collective findings point toward a deformed B cell repertoire as a fundamental component of MG.


Subject(s)
B-Lymphocytes/immunology , Myasthenia Gravis/immunology , Receptors, Antigen, B-Cell/genetics , Adolescent , Adult , Autoantibodies/immunology , B-Lymphocytes/pathology , B-Lymphocytes/physiology , Female , High-Throughput Nucleotide Sequencing/methods , Humans , Immune Tolerance , Immunologic Memory , Male , Middle Aged , Myasthenia Gravis/physiopathology , Protein Kinases/immunology , Receptor Protein-Tyrosine Kinases/immunology , Receptors, Antigen, B-Cell/immunology , Receptors, Cholinergic/immunology , Young Adult
3.
J Immunol ; 197(9): 3566-3574, 2016 11 01.
Article in English | MEDLINE | ID: mdl-27707999

ABSTRACT

Analyses of somatic hypermutation (SHM) patterns in B cell Ig sequences have important basic science and clinical applications, but they are often confounded by the intrinsic biases of SHM targeting on specific DNA motifs (i.e., hot and cold spots). Modeling these biases has been hindered by the difficulty in identifying mutated Ig sequences in vivo in the absence of selection pressures, which skew the observed mutation patterns. To generate a large number of unselected mutations, we immunized B1-8 H chain transgenic mice with nitrophenyl to stimulate nitrophenyl-specific λ+ germinal center B cells and sequenced the unexpressed κ L chains using next-generation methods. Most of these κ sequences had out-of-frame junctions and were presumably uninfluenced by selection. Despite being nonfunctionally rearranged, they were targeted by SHM and displayed a higher mutation frequency than functional sequences. We used 39,173 mutations to construct a quantitative SHM targeting model. The model showed targeting biases that were consistent with classic hot and cold spots, yet revealed additional highly mutable motifs. We observed comparable targeting for functional and nonfunctional sequences, suggesting similar biological processes operate at both loci. However, we observed species- and chain-specific targeting patterns, demonstrating the need for multiple SHM targeting models. Interestingly, the targeting of C/G bases and the frequency of transition mutations at C/G bases was higher in mice compared with humans, suggesting lower levels of DNA repair activity in mice. Our models of SHM targeting provide insights into the SHM process and support future analyses of mutation patterns.


Subject(s)
B-Lymphocytes/immunology , Germinal Center/immunology , Immunoglobulin Heavy Chains/genetics , Immunoglobulin Variable Region/genetics , Models, Genetic , Somatic Hypermutation, Immunoglobulin/genetics , Animals , Cells, Cultured , Clonal Selection, Antigen-Mediated , DNA Repair , Female , High-Throughput Nucleotide Sequencing , Humans , Mice , Mice, Inbred BALB C , Mice, Transgenic , Mutation/genetics , Mutation Rate
4.
Nat Struct Mol Biol ; 30(1): 22-30, 2023 01.
Article in English | MEDLINE | ID: mdl-36522428

ABSTRACT

Glycerol-3-phosphate acyltransferase (GPAT)1 is a mitochondrial outer membrane protein that catalyzes the first step of de novo glycerolipid biosynthesis. Hepatic expression of GPAT1 is linked to liver fat accumulation and the severity of nonalcoholic fatty liver diseases. Here we present the cryo-EM structures of human GPAT1 in substrate analog-bound and product-bound states. The structures reveal an N-terminal acyltransferase domain that harbors important catalytic motifs and a tightly associated C-terminal domain that is critical for proper protein folding. Unexpectedly, GPAT1 has no transmembrane regions as previously proposed but instead associates with the membrane via an amphipathic surface patch and an N-terminal loop-helix region that contains a mitochondrial-targeting signal. Combined structural, computational and functional studies uncover a hydrophobic pathway within GPAT1 for lipid trafficking. The results presented herein lay a framework for rational inhibitor development for GPAT1.


Subject(s)
Liver , Mitochondrial Membranes , Humans , Liver/metabolism , Mitochondrial Membranes/metabolism , Glycerol-3-Phosphate O-Acyltransferase/chemistry , Glycerol-3-Phosphate O-Acyltransferase/metabolism , Amino Acid Sequence
5.
Nat Protoc ; 18(7): 1981-2013, 2023 07.
Article in English | MEDLINE | ID: mdl-37344608

ABSTRACT

In image-based profiling, software extracts thousands of morphological features of cells from multi-channel fluorescence microscopy images, yielding single-cell profiles that can be used for basic research and drug discovery. Powerful applications have been proven, including clustering chemical and genetic perturbations on the basis of their similar morphological impact, identifying disease phenotypes by observing differences in profiles between healthy and diseased cells and predicting assay outcomes by using machine learning, among many others. Here, we provide an updated protocol for the most popular assay for image-based profiling, Cell Painting. Introduced in 2013, it uses six stains imaged in five channels and labels eight diverse components of the cell: DNA, cytoplasmic RNA, nucleoli, actin, Golgi apparatus, plasma membrane, endoplasmic reticulum and mitochondria. The original protocol was updated in 2016 on the basis of several years' experience running it at two sites, after optimizing it by visual stain quality. Here, we describe the work of the Joint Undertaking for Morphological Profiling Cell Painting Consortium, to improve upon the assay via quantitative optimization by measuring the assay's ability to detect morphological phenotypes and group similar perturbations together. The assay gives very robust outputs despite various changes to the protocol, and two vendors' dyes work equivalently well. We present Cell Painting version 3, in which some steps are simplified and several stain concentrations can be reduced, saving costs. Cell culture and image acquisition take 1-2 weeks for typically sized batches of ≤20 plates; feature extraction and data analysis take an additional 1-2 weeks.This protocol is an update to Nat. Protoc. 11, 1757-1774 (2016): https://doi.org/10.1038/nprot.2016.105.


Subject(s)
Cell Culture Techniques , Image Processing, Computer-Assisted , Image Processing, Computer-Assisted/methods , Microscopy, Fluorescence , Mitochondria , Software
6.
Dis Model Mech ; 15(11)2022 11 01.
Article in English | MEDLINE | ID: mdl-36196640

ABSTRACT

Facioscapulohumeral muscular dystrophy (FSHD) is caused by misexpression of the DUX4 transcription factor in skeletal muscle that results in transcriptional alterations, abnormal phenotypes and cell death. To gain insight into the kinetics of DUX4-induced stresses, we activated DUX4 expression in myoblasts and performed longitudinal RNA sequencing paired with proteomics and phosphoproteomics. This analysis revealed changes in cellular physiology upon DUX4 activation, including DNA damage and altered mRNA splicing. Phosphoproteomic analysis uncovered rapid widespread changes in protein phosphorylation following DUX4 induction, indicating that alterations in kinase signaling might play a role in DUX4-mediated stress and cell death. Indeed, we demonstrate that two stress-responsive MAP kinase pathways, JNK and p38, are activated in response to DUX4 expression. Inhibition of each of these pathways ameliorated DUX4-mediated cell death in myoblasts. These findings uncover that the JNK pathway is involved in DUX4-mediated cell death and provide additional insights into the role of the p38 pathway, a clinical target for the treatment of FSHD.


Subject(s)
Muscular Dystrophy, Facioscapulohumeral , Humans , Muscular Dystrophy, Facioscapulohumeral/genetics , Muscular Dystrophy, Facioscapulohumeral/metabolism , p38 Mitogen-Activated Protein Kinases/metabolism , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Myoblasts/metabolism , Gene Expression Regulation , Muscle, Skeletal/metabolism
7.
J Am Chem Soc ; 130(13): 4208-9, 2008 Apr 02.
Article in English | MEDLINE | ID: mdl-18327938

ABSTRACT

A small molecule capable of distinguishing the distinct states resulting from cellular differentiation would be of enormous value, for example, in efforts aimed at regenerative medicine. We screened a collection of fluorescent small molecules for the ability to distinguish the differentiated state of a mouse skeletal muscle cell line. High-throughput fluorescence-based screening of C2C12 myoblasts and myotubes resulted in the identification of six compounds with the desired selectivity, which was confirmed by high-content screening in the same cell states. The compound that resulted in the greatest fluorescence intensity difference between the cell states was used as the screening agent in a pilot screen of 84 kinase inhibitors, each present in four doses, for inhibition of myogenesis. Of the kinase inhibitors, 17 resulted in reduction of fluorescence at one or more concentrations; among the "hits" included known inhibitors of myogenesis, confirming that this compound is capable of detecting the differentiated myotube state. We suggest that the strategy of screening for screening agents reported here may be extended more broadly in the future.


Subject(s)
Cell Differentiation/physiology , Fluorescent Dyes/chemistry , Molecular Probes/chemistry , Muscle Fibers, Skeletal/metabolism , Myoblasts/metabolism , Animals , Cell Line , Drug Evaluation, Preclinical , Enzyme Activation/drug effects , Enzyme Inhibitors/chemistry , Enzyme Inhibitors/metabolism , Enzyme Inhibitors/pharmacokinetics , Fluorescent Dyes/metabolism , Fluorescent Dyes/pharmacokinetics , Mice , Microscopy, Fluorescence , Molecular Probes/metabolism , Molecular Probes/pharmacokinetics , Molecular Weight , Muscle Fibers, Skeletal/cytology , Muscle Fibers, Skeletal/drug effects , Myoblasts/cytology , Myoblasts/drug effects , Phosphotransferases/antagonists & inhibitors , Predictive Value of Tests , Time Factors
8.
J Med Chem ; 61(22): 10155-10172, 2018 11 21.
Article in English | MEDLINE | ID: mdl-30339381

ABSTRACT

SWI/SNF-related, matrix-associated, actin-dependent regulator of chromatin subfamily A member 2 (SMARCA2), also known as Brahma homologue (BRM), is a Snf2-family DNA-dependent ATPase. BRM and its close homologue Brahma-related gene 1 (BRG1), also known as SMARCA4, are mutually exclusive ATPases of the large ATP-dependent SWI/SNF chromatin-remodeling complexes involved in transcriptional regulation of gene expression. No small molecules have been reported that modulate SWI/SNF chromatin-remodeling activity via inhibition of its ATPase activity, an important goal given the well-established dependence of BRG1-deficient cancers on BRM. Here, we describe allosteric dual BRM and BRG1 inhibitors that downregulate BRM-dependent gene expression and show antiproliferative activity in a BRG1-mutant-lung-tumor xenograft model upon oral administration. These compounds represent useful tools for understanding the functions of BRM in BRG1-loss-of-function settings and should enable probing the role of SWI/SNF functions more broadly in different cancer contexts and those of other diseases.


Subject(s)
Antineoplastic Agents/administration & dosage , Antineoplastic Agents/pharmacology , DNA Helicases/genetics , Drug Design , Mutation , Nuclear Proteins/genetics , Transcription Factors/antagonists & inhibitors , Transcription Factors/genetics , Administration, Oral , Animals , Antineoplastic Agents/chemistry , Cell Line, Tumor , Dose-Response Relationship, Drug , Humans , Mice , Models, Molecular , Protein Conformation , Structure-Activity Relationship , Transcription Factors/chemistry , Xenograft Model Antitumor Assays
9.
Diabetes ; 65(6): 1660-71, 2016 06.
Article in English | MEDLINE | ID: mdl-26953159

ABSTRACT

Restoring functional ß-cell mass is an important therapeutic goal for both type 1 and type 2 diabetes (1). While proliferation of existing ß-cells is the primary means of ß-cell replacement in rodents (2), it is unclear whether a similar principle applies to humans, as human ß-cells are remarkably resistant to stimulation of division (3,4). Here, we show that 5-iodotubercidin (5-IT), an annotated adenosine kinase inhibitor previously reported to increase proliferation in rodent and porcine islets (5), strongly and selectively increases human ß-cell proliferation in vitro and in vivo. Remarkably, 5-IT also increased glucose-dependent insulin secretion after prolonged treatment. Kinome profiling revealed 5-IT to be a potent and selective inhibitor of the dual-specificity tyrosine phosphorylation-regulated kinase (DYRK) and cell division cycle-like kinase families. Induction of ß-cell proliferation by either 5-IT or harmine, another natural product DYRK1A inhibitor, was suppressed by coincubation with the calcineurin inhibitor FK506, suggesting involvement of DYRK1A and nuclear factor of activated T cells signaling. Gene expression profiling in whole islets treated with 5-IT revealed induction of proliferation- and cell cycle-related genes, suggesting that true proliferation is induced by 5-IT. Furthermore, 5-IT promotes ß-cell proliferation in human islets grafted under the kidney capsule of NOD-scid IL2Rg(null) mice. These results point to inhibition of DYRK1A as a therapeutic strategy to increase human ß-cell proliferation.


Subject(s)
Cell Proliferation/drug effects , Enzyme Inhibitors/pharmacology , Insulin-Secreting Cells/drug effects , Protein Serine-Threonine Kinases/antagonists & inhibitors , Protein-Tyrosine Kinases/antagonists & inhibitors , Tubercidin/analogs & derivatives , Animals , Cell Proliferation/genetics , Gene Expression Profiling , Humans , Insulin-Secreting Cells/cytology , Insulin-Secreting Cells/metabolism , Male , Mice , Mice, Inbred NOD , Phosphorylation/drug effects , Tubercidin/pharmacology , Dyrk Kinases
10.
ACS Chem Biol ; 11(2): 363-74, 2016 Feb 19.
Article in English | MEDLINE | ID: mdl-26640968

ABSTRACT

Modulation of histone deacetylase (HDAC) activity has been implicated as a potential therapeutic strategy for multiple diseases. However, it has been difficult to dissect the role of individual HDACs due to a lack of selective small-molecule inhibitors. Here, we report the synthesis of a series of highly potent and isoform-selective class I HDAC inhibitors, rationally designed by exploiting minimal structural changes to the clinically experienced HDAC inhibitor CI-994. We used this toolkit of isochemogenic or chemically matched inhibitors to probe the role of class I HDACs in ß-cell pathobiology and demonstrate for the first time that selective inhibition of an individual HDAC isoform retains beneficial biological activity and mitigates mechanism-based toxicities. The highly selective HDAC3 inhibitor BRD3308 suppressed pancreatic ß-cell apoptosis induced by inflammatory cytokines, as expected, or now glucolipotoxic stress, and increased functional insulin release. In addition, BRD3308 had no effect on human megakaryocyte differentiation, while inhibitors of HDAC1 and 2 were toxic. Our findings demonstrate that the selective inhibition of HDAC3 represents a potential path forward as a therapy to protect pancreatic ß-cells from inflammatory cytokines and nutrient overload in diabetes.


Subject(s)
Cytoprotection/drug effects , Histone Deacetylase Inhibitors/chemistry , Histone Deacetylase Inhibitors/pharmacology , Insulin-Secreting Cells/drug effects , Amino Acid Sequence , Animals , Apoptosis/drug effects , Cell Line , Drug Design , Histone Deacetylase Inhibitors/pharmacokinetics , Histone Deacetylases/chemistry , Histone Deacetylases/metabolism , Humans , Insulin-Secreting Cells/cytology , Molecular Sequence Data , Protein Isoforms/chemistry , Protein Isoforms/metabolism , Rats
11.
ACS Chem Biol ; 6(9): 900-4, 2011 Sep 16.
Article in English | MEDLINE | ID: mdl-21732624

ABSTRACT

The reduction of plasma low-density lipoprotein levels by HMG-CoA reductase inhibitors, or statins, has had a revolutionary impact in medicine, but muscle-related side effects remain a dose-limiting toxicity in many patients. We describe a chemical epistasis approach that can be useful in refining the mechanism of statin muscle toxicity, as well as in screening for agents that suppress muscle toxicity while preserving the ability of statins to increase the expression of the low-density lipoprotein receptor. Using this approach, we identified one compound that attenuates the muscle side effects in both cellular and animal models of statin toxicity, likely by influencing Rab prenylation. Our proof-of-concept screen lays the foundation for truly high-throughput screens that could help lead to the development of clinically useful adjuvants that can one day be co-administered with statins.


Subject(s)
High-Throughput Screening Assays/methods , Hydroxymethylglutaryl-CoA Reductase Inhibitors/adverse effects , Muscular Diseases/chemically induced , Muscular Diseases/prevention & control , Animals , Carbazoles/pharmacology , Cell Line , Humans , Molecular Structure , Molecular Weight , Muscle Fibers, Skeletal/drug effects , Muscle Fibers, Skeletal/pathology , Muscular Diseases/pathology , Zebrafish
12.
Nat Biotechnol ; 26(3): 343-51, 2008 Mar.
Article in English | MEDLINE | ID: mdl-18297058

ABSTRACT

Mitochondrial oxidative phosphorylation (OXPHOS) is under the control of both mitochondrial (mtDNA) and nuclear genomes and is central to energy homeostasis. To investigate how its function and regulation are integrated within cells, we systematically combined four cell-based assays of OXPHOS physiology with multiplexed measurements of nuclear and mtDNA gene expression across 2,490 small-molecule perturbations in cultured muscle. Mining the resulting compendium revealed, first, that protein synthesis inhibitors can decouple coordination of nuclear and mtDNA transcription; second, that a subset of HMG-CoA reductase inhibitors, combined with propranolol, can cause mitochondrial toxicity, yielding potential clues about the etiology of statin myopathy; and, third, that structurally diverse microtubule inhibitors stimulate OXPHOS transcription while suppressing reactive oxygen species, via a transcriptional mechanism involving PGC-1alpha and ERRalpha, and thus may be useful in treating age-associated degenerative disorders. Our screening compendium can be used as a discovery tool both for understanding mitochondrial biology and toxicity and for identifying novel therapeutics.


Subject(s)
Mitochondria/metabolism , Oxidative Phosphorylation , Animals , Cell Line , Cell Nucleus/genetics , Cell Nucleus/metabolism , DNA, Mitochondrial/genetics , Drug-Related Side Effects and Adverse Reactions , Gene Expression Profiling , Gene Expression Regulation/drug effects , Genome/genetics , Mice , Microtubules/drug effects , Microtubules/metabolism , Mitochondria/drug effects , Mitochondria/genetics , Molecular Structure , Oxidative Phosphorylation/drug effects , Pharmaceutical Preparations/chemistry , Reactive Oxygen Species/metabolism , Transcription, Genetic/drug effects , Transcription, Genetic/genetics , Tubulin Modulators/pharmacology
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