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1.
Int J Mol Sci ; 25(13)2024 Jul 07.
Article in English | MEDLINE | ID: mdl-39000569

ABSTRACT

Regulation of neuroinflammation is critical for maintaining central nervous system (CNS) homeostasis and holds therapeutic promise in autoimmune diseases such as multiple sclerosis (MS). Previous studies have highlighted the significance of selective innate signaling in triggering anti-inflammatory mechanisms, which play a protective role in an MS-like disease, experimental autoimmune encephalomyelitis (EAE). However, the individual intra-CNS administration of specific innate receptor ligands or agonists, such as for toll-like receptor 7 (TLR7) and nucleotide-binding oligomerization-domain-containing protein 2 (NOD2), failed to elicit the desired anti-inflammatory response in EAE. In this study, we investigated the potential synergistic effect of targeting both TLR7 and NOD2 simultaneously to prevent EAE progression. Our findings demonstrate that simultaneous intrathecal administration of NOD2- and TLR7-agonists led to synergistic induction of Type I IFN (IFN I) and effectively suppressed EAE in an IFN I-dependent manner. Suppression of EAE was correlated with a significant decrease in the infiltration of monocytes, granulocytes, and natural killer cells, reduced demyelination, and downregulation of IL-1ß, CCL2, and IFNγ gene expression in the spinal cord. These results underscore the therapeutic promise of concurrently targeting the TLR7 and NOD2 pathways in alleviating neuroinflammation associated with MS, paving the way for novel and more efficacious treatment strategies.


Subject(s)
Encephalomyelitis, Autoimmune, Experimental , Multiple Sclerosis , Nod2 Signaling Adaptor Protein , Toll-Like Receptor 7 , Animals , Toll-Like Receptor 7/metabolism , Toll-Like Receptor 7/agonists , Nod2 Signaling Adaptor Protein/metabolism , Nod2 Signaling Adaptor Protein/genetics , Encephalomyelitis, Autoimmune, Experimental/drug therapy , Encephalomyelitis, Autoimmune, Experimental/metabolism , Encephalomyelitis, Autoimmune, Experimental/immunology , Encephalomyelitis, Autoimmune, Experimental/pathology , Multiple Sclerosis/drug therapy , Multiple Sclerosis/metabolism , Mice , Mice, Inbred C57BL , Immunity, Innate/drug effects , Female , Spinal Cord/metabolism , Spinal Cord/pathology , Spinal Cord/drug effects , Membrane Glycoproteins/metabolism , Interferon Type I/metabolism , Signal Transduction/drug effects
2.
Plant Biotechnol J ; 2024 Mar 22.
Article in English | MEDLINE | ID: mdl-38516995

ABSTRACT

The need for therapeutics to treat a plethora of medical conditions and diseases is on the rise and the demand for alternative approaches to mammalian-based production systems is increasing. Plant-based strategies provide a safe and effective alternative to produce biological drugs but have yet to enter mainstream manufacturing at a competitive level. Limitations associated with batch consistency and target protein production levels are present; however, strategies to overcome these challenges are underway. In this study, we apply state-of-the-art mass spectrometry-based proteomics to define proteome remodelling of the plant following agroinfiltration with bacteria grown under shake flask or bioreactor conditions. We observed distinct signatures of bacterial protein production corresponding to the different growth conditions that directly influence the plant defence responses and target protein production on a temporal axis. Our integration of proteomic profiling with small molecule detection and quantification reveals the fluctuation of secondary metabolite production over time to provide new insight into the complexities of dual system modulation in molecular pharming. Our findings suggest that bioreactor bacterial growth may promote evasion of early plant defence responses towards Agrobacterium tumefaciens (updated nomenclature to Rhizobium radiobacter). Furthermore, we uncover and explore specific targets for genetic manipulation to suppress host defences and increase recombinant protein production in molecular pharming.

3.
mSystems ; 8(5): e0049123, 2023 Oct 26.
Article in English | MEDLINE | ID: mdl-37623324

ABSTRACT

IMPORTANCE: Pseudomonas aeruginosa is an important pathogen often associated with hospital-acquired infections and chronic lung infections in people with cystic fibrosis. P. aeruginosa possesses a wide array of intrinsic and adaptive mechanisms of antibiotic resistance, and the regulation of these mechanisms is complex. Label-free quantitative proteomics is a powerful tool to compare susceptible and resistant strains of bacteria and their responses to antibiotic treatments. Here we compare the proteomes of three isolates of P. aeruginosa with different antibiotic resistance profiles in response to five challenge conditions. We uncover unique and shared proteome changes for the widely used laboratory strain PAO1 and two isolates of the Liverpool epidemic strain of P. aeruginosa, LESlike1 and LESB58. Our data set provides insight into antibiotic resistance in clinically relevant Pseudomonas isolates and highlights proteins, including those with uncharacterized functions, which can be further investigated for their role in adaptive responses to antibiotic treatments.


Subject(s)
Cystic Fibrosis , Pseudomonas Infections , Humans , Proteomics , Pseudomonas aeruginosa , Cystic Fibrosis/drug therapy , Anti-Bacterial Agents/pharmacology , Pseudomonas Infections/drug therapy , Proteome
4.
Mol Cancer Res ; 21(1): 36-50, 2023 01 03.
Article in English | MEDLINE | ID: mdl-36214668

ABSTRACT

The ability of a patient tumor to engraft an immunodeficient mouse is the strongest known independent indicator of poor prognosis in early-stage non-small cell lung cancer (NSCLC). Analysis of primary NSCLC proteomes revealed low-level expression of mitochondrial aconitase (ACO2) in the more aggressive, engrafting tumors. Knockdown of ACO2 protein expression transformed immortalized lung epithelial cells, whereas upregulation of ACO2 in transformed NSCLC cells inhibited cell proliferation in vitro and tumor growth in vivo. High level ACO2 increased iron response element binding protein 1 (IRP1) and the intracellular labile iron pool. Impaired cellular proliferation associated with high level ACO2 was reversed by treatment of cells with an iron chelator, whereas increased cell proliferation associated with low level ACO2 was suppressed by treatment of cells with iron. Expression of CDGSH iron-sulfur (FeS) domain-containing protein 1 [CISD1; also known as mitoNEET (mNT)] was modulated by ACO2 expression level and inhibition of mNT by RNA interference or by treatment of cells with pioglitazone also increased iron and cell death. Hence, ACO2 is identified as a regulator of iron homeostasis and mNT is implicated as a target in aggressive NSCLC. IMPLICATIONS: FeS cluster-associated proteins including ACO2, mNT (encoded by CISD1), and IRP1 (encoded by ACO1) are part of an "ACO2-Iron Axis" that regulates iron homeostasis and is a determinant of a particularly aggressive subset of NSCLC.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Mice , Animals , Carcinoma, Non-Small-Cell Lung/genetics , Lung Neoplasms/genetics , Iron/metabolism , Aconitate Hydratase/genetics , Aconitate Hydratase/metabolism , Homeostasis , Membrane Proteins/metabolism , Iron-Binding Proteins
5.
mBio ; 13(4): e0168722, 2022 08 30.
Article in English | MEDLINE | ID: mdl-35862772

ABSTRACT

The interactions between a host and microbe drive the health and disease status of the host. Of importance is the cause of dysbiosis in the presence of a pathogen, and critically, the relationship between the host and pathogen may evolve over time through response and adaptation. For immunocompromised individuals, dual infections are prevalent and contribute to disease severity and treatment options. Here, we explore the global reprogramming of host cells in response to immediate and established microbial infections with the human fungal pathogen Cryptococcus neoformans and the nosocomial bacterial pathogen Klebsiella pneumoniae. Using quantitative proteomics, we uncovered cross-kingdom protein-level changes associated with initial fungal infection, followed by a remarkable adaptation of the host and pathogen to a dormant state. This stabilization is disrupted over time upon bacterial infection, with the production of virulence-associated bacterial proteins and severely altered host response. We support our findings with the profiling of two major virulence determinants in C. neoformans, catalase and melanin, which demonstrate an interconnected regulation in response to both host defense and bacterial invasion. Overall, we report novel fungal and bacterial modulation of the host, including adaptation and stabilization, suggesting an opportunity to effectively treat dual infections by selectively targeting proteins critical to the host's infection stage. IMPORTANCE The relationship between the human microbiota and infectious disease outcome is a rapidly expanding area of study. Understanding how the host responds to changes in its symbiotic relationship with microbes provides new insight into how disruption can promote disease. In this study, we investigated the evolving relationship between innate immune cells of the host during immediate and established infections with fungal and bacterial pathogens, commonly observed within the lungs of immunocompromised individuals. We observed critical reprogramming of each biological system over time and in response to the changing environment, which influences microbial virulence. The goal of this important work is to improve our fundamental understanding of pathogenesis, as well as the regulatory relationships between hosts and microbes that drive disease outcome. We envision defining improved therapeutic treatment options for the host dependent on disease state to reduce the global impact and burden of infectious diseases, especially in the face of ever-increasing rates of antimicrobial resistance.


Subject(s)
Cross Infection , Cryptococcosis , Cryptococcus neoformans , Cryptococcosis/microbiology , Humans , Macrophages/microbiology , Virulence
6.
Methods Mol Biol ; 2456: 141-151, 2022.
Article in English | MEDLINE | ID: mdl-35612740

ABSTRACT

Phosphorylation is a key post-translational modification central to the biological behavior of proteins. This reversible modification specifically regulates cell signaling mechanisms to control survival and growth. Moreover, microbial pathogens, including both fungi and bacteria, rely on this modification to coordinate protein production and functioning during infection and dissemination within a host. Understanding phosphorylation and its involvement with effector proteins and complex networks are now possible with the recent technological advancements of mass spectrometry. Herein, we describe a phosphopeptide enrichment strategy optimized for the invasive mycosis-causing fungal pathogen Cryptococcus neoformans. Our protocol details proper sample preparation for efficient lysis and protein extraction with minimal phosphorylation losses followed by outlined steps for enrichment, instrumentation handling, and data analysis to permit deep profiling of the global phosphoproteome. The high-throughput versatility of bottom-up proteomics combined with our sample preparation approach facilitates opportunities for in-depth phosphorylation mapping and novel biological discoveries.


Subject(s)
Cryptococcosis , Cryptococcus neoformans , Cryptococcosis/microbiology , Phosphopeptides/metabolism , Phosphoproteins/metabolism , Phosphorylation , Proteome/metabolism , Proteomics/methods
7.
Methods Mol Biol ; 2456: 275-286, 2022.
Article in English | MEDLINE | ID: mdl-35612749

ABSTRACT

Transient expression of recombinant proteins in plants is being used as a platform for production of therapeutic proteins. Benefits of this system include a reduced cost of drug development, rapid delivery of new products to the market, and an ability to provide safe and efficacious medicines for diseases. Although plant-based production systems offer excellent potential for therapeutic protein production, barriers, such as plant host defense response, exist which negatively impact the yield of product. Here we provide a protocol using tandem mass tags and mass spectrometry-based proteomics to quickly and robustly quantify the change in abundance of host defense proteins produced during the production process. These proteins can then become candidates for genetic manipulation to create host plants with reduced plant defenses capable of producing higher therapeutic protein yields.


Subject(s)
Agrobacterium tumefaciens , Molecular Farming , Agrobacterium tumefaciens/metabolism , Molecular Farming/methods , Plants/genetics , Plants, Genetically Modified/genetics , Proteomics , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Nicotiana/metabolism
8.
Nat Commun ; 13(1): 1811, 2022 04 05.
Article in English | MEDLINE | ID: mdl-35383171

ABSTRACT

Non-small cell lung cancer (NSCLC) is the leading cause of cancer deaths worldwide. Only a fraction of NSCLC harbor actionable driver mutations and there is an urgent need for patient-derived model systems that will enable the development of new targeted therapies. NSCLC and other cancers display profound proteome remodeling compared to normal tissue that is not predicted by DNA or RNA analyses. Here, we generate 137 NSCLC patient-derived xenografts (PDXs) that recapitulate the histology and molecular features of primary NSCLC. Proteome analysis of the PDX models reveals 3 adenocarcinoma and 2 squamous cell carcinoma proteotypes that are associated with different patient outcomes, protein-phosphotyrosine profiles, signatures of activated pathways and candidate targets, and in adenocarcinoma, stromal immune features. These findings portend proteome-based NSCLC classification and treatment and support the PDX resource as a viable model for the development of new targeted therapies.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Animals , Carcinoma, Non-Small-Cell Lung/pathology , Heterografts , Humans , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Mice , Mice, SCID , Xenograft Model Antitumor Assays
9.
STAR Protoc ; 3(4): 101919, 2022 12 16.
Article in English | MEDLINE | ID: mdl-36595908

ABSTRACT

Here, we present a protocol using MATRIX (mass spectrometry analysis of active translation factors using ribosome density fractionation and isotopic labeling experiments) platform to investigate changes of the protein synthesis machinery in U87MG glioblastoma cells in response to the rocaglate silvestrol. This protocol describes steps to perform SILAC (stable isotope labeling by amino acids in cell culture), ribosome density fractionation, protein isolation, and mass spectrometry analysis. This approach can be applied to study any adaptive remodeling of protein synthesis machineries. For complete details on the use and execution of this protocol, please refer to Ho et al. (2021).1.


Subject(s)
Glioblastoma , Humans , Proteomics/methods , Proteins/chemistry , Amino Acids/metabolism , Mass Spectrometry/methods
10.
Cell Rep ; 37(2): 109806, 2021 10 12.
Article in English | MEDLINE | ID: mdl-34644561

ABSTRACT

Tactical disruption of protein synthesis is an attractive therapeutic strategy, with the first-in-class eIF4A-targeting compound zotatifin in clinical evaluation for cancer and COVID-19. The full cellular impact and mechanisms of these potent molecules are undefined at a proteomic level. Here, we report mass spectrometry analysis of translational reprogramming by rocaglates, cap-dependent initiation disruptors that include zotatifin. We find effects to be far more complex than simple "translational inhibition" as currently defined. Translatome analysis by TMT-pSILAC (tandem mass tag-pulse stable isotope labeling with amino acids in cell culture mass spectrometry) reveals myriad upregulated proteins that drive hitherto unrecognized cytotoxic mechanisms, including GEF-H1-mediated anti-survival RHOA/JNK activation. Surprisingly, these responses are not replicated by eIF4A silencing, indicating a broader translational adaptation than currently understood. Translation machinery analysis by MATRIX (mass spectrometry analysis of active translation factors using ribosome density fractionation and isotopic labeling experiments) identifies rocaglate-specific dependence on specific translation factors including eEF1ε1 that drive translatome remodeling. Our proteome-level interrogation reveals that the complete cellular response to these historical "translation inhibitors" is mediated by comprehensive translational landscape remodeling.


Subject(s)
Protein Biosynthesis/drug effects , Protein Synthesis Inhibitors/pharmacology , Animals , Benzofurans/pharmacology , Cell Line, Tumor , Eukaryotic Initiation Factor-4A/drug effects , Eukaryotic Initiation Factor-4A/metabolism , Humans , Male , Mice , Mice, Inbred NOD , Primary Cell Culture , Protein Biosynthesis/physiology , Proteomics/methods , Ribosomes/metabolism , Transcriptome/drug effects , Transcriptome/genetics , Triterpenes/pharmacology
11.
Proteomics Clin Appl ; 15(6): e2100062, 2021 11.
Article in English | MEDLINE | ID: mdl-34510773

ABSTRACT

PURPOSE: Comparative genomics and phenotypic assays have shown that antibiotic resistance profiles differ among clinical isolates of Pseudomonas aeruginosa and that genotype-phenotype associations are difficult to establish for resistance phenotypes based on these comparisons alone. EXPERIMENTAL DESIGN: Here, we used label-free quantitative proteomics to compare two isolates of the Liverpool Epidemic Strain (LES) of P. aeruginosa, LESlike1 and LESB58, and the common laboratory strain P. aeruginosa PAO1 to more accurately predict functional differences between strains. RESULTS: Our results show that the proteomes of the LES isolates are more similar to each other than to PAO1; however, a number of differences were observed in the abundance of proteins involved in quorum sensing, virulence, and antibiotic resistance, including in the comparison of LESlike1 and LESB58. Additionally, the proteomic data revealed a higher abundance of proteins involved in polymyxin and aminoglycoside resistance in LESlike1. Minimum inhibitory concentration assays showed that LESlike1 had up to 128-fold higher resistance to antibiotics from these classes. CONCLUSIONS: These findings provide an example of the ability of proteomic data to complement genotypic and phenotypic studies to understand resistance in clinical isolates. CLINICAL RELEVANCE: P. aeruginosa is a predominant pathogen in chronic lung infections in individuals with cystic fibrosis (CF). LES isolates are capable of transferring between CF patients and have been associated with increased hospital visits and antibiotic treatments.


Subject(s)
Proteome/analysis , Proteomics/methods , Pseudomonas Infections/pathology , Pseudomonas aeruginosa/metabolism , Aminoglycosides/pharmacology , Anti-Bacterial Agents/pharmacology , Bacterial Proteins/metabolism , Drug Resistance, Bacterial/drug effects , Drug Resistance, Bacterial/genetics , Genomics , Humans , Microbial Sensitivity Tests , Polymyxins/pharmacology , Pseudomonas Infections/microbiology , Pseudomonas aeruginosa/drug effects , Pseudomonas aeruginosa/isolation & purification , Pseudomonas aeruginosa/pathogenicity , Quorum Sensing/genetics , Virulence/genetics
12.
Proc Natl Acad Sci U S A ; 118(35)2021 08 31.
Article in English | MEDLINE | ID: mdl-34413202

ABSTRACT

Inaccurate expression of the genetic code, also known as mistranslation, is an emerging paradigm in microbial studies. Growing evidence suggests that many microbial pathogens can deliberately mistranslate their genetic code to help invade a host or evade host immune responses. However, discovering different capacities for deliberate mistranslation remains a challenge because each group of pathogens typically employs a unique mistranslation mechanism. In this study, we address this problem by studying duplicated genes of aminoacyl-transfer RNA (tRNA) synthetases. Using bacterial prolyl-tRNA synthetase (ProRS) genes as an example, we identify an anomalous ProRS isoform, ProRSx, and a corresponding tRNA, tRNAProA, that are predominately found in plant pathogens from Streptomyces species. We then show that tRNAProA has an unusual hybrid structure that allows this tRNA to mistranslate alanine codons as proline. Finally, we provide biochemical, genetic, and mass spectrometric evidence that cells which express ProRSx and tRNAProA can translate GCU alanine codons as both alanine and proline. This dual use of alanine codons creates a hidden proteome diversity due to stochastic Ala→Pro mutations in protein sequences. Thus, we show that important plant pathogens are equipped with a tool to alter the identity of their sense codons. This finding reveals the initial example of a natural tRNA synthetase/tRNA pair for dedicated mistranslation of sense codons.


Subject(s)
Amino Acyl-tRNA Synthetases/metabolism , Codon , Escherichia coli/metabolism , Genetic Code , Protein Biosynthesis , RNA, Transfer, Amino Acyl/metabolism , Streptomyces/metabolism , Alanine/genetics , Alanine/metabolism , Amino Acid Sequence , Amino Acyl-tRNA Synthetases/genetics , Escherichia coli/genetics , Escherichia coli/growth & development , Proline/genetics , Proline/metabolism , RNA, Transfer, Amino Acyl/genetics , Sequence Homology , Streptomyces/genetics , Streptomyces/growth & development , Substrate Specificity
13.
Nat Commun ; 11(1): 5755, 2020 11 13.
Article in English | MEDLINE | ID: mdl-33188200

ABSTRACT

Translatome reprogramming is a primary determinant of protein levels during stimuli adaptation. This raises the question: what are the translatome remodelers that reprogram protein output to activate biochemical adaptations. Here, we identify a translational pathway that represses metabolism to safeguard genome integrity. A system-wide MATRIX survey identified the ancient eIF5A as a pH-regulated translation factor that responds to fermentation-induced acidosis. TMT-pulse-SILAC analysis identified several pH-dependent proteins, including the mTORC1 suppressor Tsc2 and the longevity regulator Sirt1. Sirt1 operates as a pH-sensor that deacetylates nuclear eIF5A during anaerobiosis, enabling the cytoplasmic export of eIF5A/Tsc2 mRNA complexes for translational engagement. Tsc2 induction inhibits mTORC1 to suppress cellular metabolism and prevent acidosis-induced DNA damage. Depletion of eIF5A or Tsc2 leads to metabolic re-initiation and proliferation, but at the expense of incurring substantial DNA damage. We suggest that eIF5A operates as a translatome remodeler that suppresses metabolism to shield the genome.


Subject(s)
DNA Damage , Peptide Initiation Factors/metabolism , Protein Biosynthesis , RNA-Binding Proteins/metabolism , Acidosis/metabolism , Acidosis/pathology , Active Transport, Cell Nucleus , Adenosine Triphosphate/metabolism , Cell Hypoxia , Cell Line, Tumor , Cell Nucleus/metabolism , Cell Proliferation , Humans , Mechanistic Target of Rapamycin Complex 1/antagonists & inhibitors , Mechanistic Target of Rapamycin Complex 1/metabolism , Peptide Initiation Factors/genetics , Proteomics , RNA, Messenger/metabolism , RNA-Binding Proteins/genetics , Sirtuin 1/antagonists & inhibitors , Sirtuin 1/metabolism , Transcription, Genetic , Tuberous Sclerosis Complex 2 Protein/genetics , Tuberous Sclerosis Complex 2 Protein/metabolism , Eukaryotic Translation Initiation Factor 5A
14.
Curr Protoc Mouse Biol ; 10(3): e83, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32897649

ABSTRACT

Mass spectrometry-based proteomics provides a robust and reliable method for detecting and quantifying changes in protein abundance among samples, including cells, tissues, organs, and supernatants. Physical damage or inflammation can compromise the ocular surface permitting colonization by bacterial pathogens, commonly Pseudomonas aeruginosa, and the formation of biofilms. The interplay between P. aeruginosa and the immune system at the site of infection defines the host's ability to defend against bacterial invasion and promote clearance of infection. Profiling of the ocular tissue following infection describes the nature of the host innate immune response and specifically the presence and abundance of neutrophil-associated proteins to neutralize the bacterial biofilm. Moreover, detection of unique proteins produced by P. aeruginosa enable identification of the bacterial species and may serve as a diagnostic approach in a clinical setting. Given the emergence and prevalence of antimicrobial resistant bacterial strains, the ability to rapidly diagnose a bacterial infection promoting quick and accurate treatment will reduce selective pressure towards resistance. Furthermore, the ability to define differences in the host immune response towards bacterial invasion enhances our understanding of innate immune system regulation at the ocular surface. Here, we describe murine ocular infection and sample collection, as well as outline protocols for protein extraction and mass spectrometry profiling from corneal tissue and extracellular environment (eye wash) samples. © 2020 Wiley Periodicals LLC. Basic Protocol 1: Murine model of ocular infection Basic Protocol 2: Murine model sample collection Basic Protocol 3: Protein extraction from eye wash Basic Protocol 4: Protein extraction from corneal tissue Basic Protocol 5: Mass spectrometry-based proteomics and bioinformatics from eye wash and corneal tissue samples.


Subject(s)
Biofilms , Eye Infections, Bacterial/immunology , Proteomics/methods , Pseudomonas Infections/immunology , Pseudomonas aeruginosa/physiology , Animals , Cornea/microbiology , Cornea/pathology , Cornea/physiopathology , Female , Male , Mass Spectrometry/methods , Mice, Inbred C57BL , Proteins/isolation & purification , Specimen Handling/methods
15.
PLoS One ; 15(9): e0237981, 2020.
Article in English | MEDLINE | ID: mdl-32903271

ABSTRACT

Serine hydroxymethyltransferase 2 (SHMT2) converts serine plus tetrahydrofolate (THF) into glycine plus methylene-THF and is upregulated at the protein level in lung and other cancers. In order to better understand the role of SHMT2 in cancer a model system of HeLa cells engineered for inducible over-expression or knock-down of SHMT2 was characterized for cell proliferation and changes in metabolites and proteome as a function of SHMT2. Ectopic over-expression of SHMT2 increased cell proliferation in vitro and tumor growth in vivo. Knockdown of SHMT2 expression in vitro caused a state of glycine auxotrophy and accumulation of phosphoribosylaminoimidazolecarboxamide (AICAR), an intermediate of folate/1-carbon-pathway-dependent de novo purine nucleotide synthesis. Decreased glycine in the HeLa cell-based xenograft tumors with knocked down SHMT2 was potentiated by administration of the anti-hyperglycinemia agent benzoate. However, tumor growth was not affected by SHMT2 knockdown with or without benzoate treatment. Benzoate inhibited cell proliferation in vitro, but this was independent of SHMT2 modulation. The abundance of proteins of mitochondrial respiration complexes 1 and 3 was inversely correlated with SHMT2 levels. Proximity biotinylation in vivo (BioID) identified 48 mostly mitochondrial proteins associated with SHMT2 including the mitochondrial enzymes Acyl-CoA thioesterase (ACOT2) and glutamate dehydrogenase (GLUD1) along with more than 20 proteins from mitochondrial respiration complexes 1 and 3. These data provide insights into possible mechanisms through which elevated SHMT2 in cancers may be linked to changes in metabolism and mitochondrial function.


Subject(s)
Biomarkers, Tumor/metabolism , Gene Expression Regulation, Neoplastic , Glycine Hydroxymethyltransferase/metabolism , Lung Neoplasms/pathology , Metabolome , Proteome/analysis , Serine/metabolism , Animals , Antifungal Agents/pharmacology , Apoptosis , Biomarkers, Tumor/genetics , Cell Proliferation , Glycine Hydroxymethyltransferase/antagonists & inhibitors , Glycine Hydroxymethyltransferase/genetics , HeLa Cells , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Mice , Mice, Inbred NOD , Mice, SCID , Mitochondria/drug effects , Mitochondria/metabolism , Mitochondria/pathology , Protein Interaction Domains and Motifs , Sodium Benzoate/pharmacology , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
16.
Nat Commun ; 11(1): 2677, 2020 05 29.
Article in English | MEDLINE | ID: mdl-32472050

ABSTRACT

Protein expression evolves under greater evolutionary constraint than mRNA levels, and translation efficiency represents a primary determinant of protein levels during stimuli adaptation. This raises the question as to the translatome remodelers that titrate protein output from mRNA populations. Here, we uncover a network of RNA-binding proteins (RBPs) that enhances the translation efficiency of glycolytic proteins in cells responding to oxygen deprivation. A system-wide proteomic survey of translational engagement identifies a family of oxygen-regulated RBPs that functions as a switch of glycolytic intensity. Tandem mass tag-pulse SILAC (TMT-pSILAC) and RNA sequencing reveals that each RBP controls a unique but overlapping portfolio of hypoxic responsive proteins. These RBPs collaborate with the hypoxic protein synthesis apparatus, operating as a translation efficiency checkpoint that integrates upstream mRNA signals to activate anaerobic metabolism. This system allows anoxia-resistant animals and mammalian cells to initiate anaerobic glycolysis and survive hypoxia. We suggest that an oxygen-sensitive RBP cluster controls anaerobic metabolism to confer hypoxia tolerance.


Subject(s)
Anaerobiosis/physiology , Cell Hypoxia/physiology , Glycolysis/physiology , RNA-Binding Proteins/metabolism , 3T3 Cells , A549 Cells , Animals , Caenorhabditis elegans/metabolism , Cell Line, Tumor , Gene Expression Profiling , HCT116 Cells , Humans , Mice , Oxygen/metabolism , PC-3 Cells , Protein Biosynthesis/physiology , Protein Processing, Post-Translational/genetics , Proteomics , RNA, Messenger/genetics
17.
ACS Nano ; 13(7): 8023-8034, 2019 07 23.
Article in English | MEDLINE | ID: mdl-31268684

ABSTRACT

The surface of nanoparticles changes immediately after intravenous injection because blood proteins adsorb on the surface. How this interface changes during circulation and its impact on nanoparticle distribution within the body is not understood. Here, we developed a workflow to show that the evolution of proteins on nanoparticle surfaces predicts the biological fate of nanoparticles in vivo. This workflow involves extracting nanoparticles at multiple time points from circulation, isolating the proteins off the surface and performing proteomic mass spectrometry. The mass spectrometry protein library served as inputs, while blood clearance and organ accumulation were used as outputs to train a supervised deep neural network that predicts nanoparticle biological fate. In a double-blinded study, we tested the network by predicting nanoparticle spleen and liver accumulation with upward of 94% accuracy. Our neural network discovered that the mechanism of liver and spleen uptake is due to patterns of a multitude of nanoparticle surface adsorbed proteins. There are too many combinations to change these proteins manually using chemical or biological inhibitors to alter clearance. Therefore, we developed a technique that uses the host to act as a bioreactor to prepare nanoparticles with predictable clearance patterns that reduce liver and spleen uptake by 50% and 70%, respectively. These techniques provide opportunities to both predict nanoparticle behavior and also to engineer surface chemistries that are specifically designed by the body.


Subject(s)
Blood Proteins/chemistry , Gold/chemistry , Metal Nanoparticles/chemistry , Supervised Machine Learning , Adsorption , Animals , Mass Spectrometry , Optical Imaging , Particle Size , Peptide Library , Proteomics , Rats , Rats, Sprague-Dawley , Surface Properties
18.
J Proteome Res ; 18(5): 2346-2353, 2019 05 03.
Article in English | MEDLINE | ID: mdl-30938160

ABSTRACT

The balance between comprehensively analyzing the proteome and using valuable mass spectrometry time is a genuine challenge in the field of proteomics. Multidimensional fractionation strategies have significantly increased proteome coverage, but often at the cost of increased mass analysis time, despite advances in mass spectrometer acquisition rates. Recently, the Evosep One liquid chromatography system was shown to analyze peptide samples in a high-throughput manner without sacrificing in-depth proteomics coverage. We demonstrate the incorporation of Evosep One technology into our multiplexing workflow for analysis of tandem mass tag (TMT)-labeled nonsmall cell lung carcinoma (NSCLC) patient-derived xenografts (PDXs). By the use of a 30 samples per day Evosep workflow, >12 000 proteins were identified in 48 h of mass spectrometry time, which is comparable to the number of proteins identified by our conventional concatenated EASY-nLC workflow in 60 h. Shorter Evosep gradient lengths reduced the number of protein identifications by 10% while decreasing the mass analysis time by 50%. This Evosep workflow will enable quantitative analysis of multiplexed samples in less time without conceding depth of proteome coverage.


Subject(s)
Carcinoma, Non-Small-Cell Lung/chemistry , Chromatography, Liquid/methods , Lung Neoplasms/chemistry , Neoplasm Proteins/isolation & purification , Peptides/isolation & purification , Proteome/isolation & purification , Animals , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Chromatography, Liquid/instrumentation , Gene Expression , Heterografts , High-Throughput Screening Assays , Humans , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Mice , Mice, SCID , Neoplasm Proteins/chemistry , Neoplasm Proteins/genetics , Neoplasm Proteins/metabolism , Peptides/chemistry , Proteome/chemistry , Proteome/genetics , Proteome/metabolism , Staining and Labeling/methods , Tandem Mass Spectrometry , Time Factors , Workflow
19.
Structure ; 27(4): 590-605.e5, 2019 04 02.
Article in English | MEDLINE | ID: mdl-30713027

ABSTRACT

The multi-domain deubiquitinase USP15 regulates diverse eukaryotic processes and has been implicated in numerous diseases. We developed ubiquitin variants (UbVs) that targeted either the catalytic domain or each of three adaptor domains in USP15, including the N-terminal DUSP domain. We also designed a linear dimer (diUbV), which targeted the DUSP and catalytic domains, and exhibited enhanced specificity and more potent inhibition of catalytic activity than either UbV alone. In cells, the UbVs inhibited the deubiquitination of two USP15 substrates, SMURF2 and TRIM25, and the diUbV inhibited the effects of USP15 on the transforming growth factor ß pathway. Structural analyses revealed that three distinct UbVs bound to the catalytic domain and locked the active site in a closed, inactive conformation, and one UbV formed an unusual strand-swapped dimer and bound two DUSP domains simultaneously. These inhibitors will enable the study of USP15 function in oncology, neurology, immunology, and inflammation.


Subject(s)
Transcription Factors/chemistry , Transforming Growth Factor beta1/chemistry , Tripartite Motif Proteins/chemistry , Ubiquitin-Protein Ligases/chemistry , Ubiquitin-Specific Proteases/chemistry , Ubiquitin/chemistry , Amino Acid Sequence , Catalytic Domain , Cloning, Molecular , Crystallography, X-Ray , Escherichia coli/genetics , Escherichia coli/metabolism , Gene Expression , Genetic Vectors/chemistry , Genetic Vectors/metabolism , HEK293 Cells , Humans , Models, Molecular , Protein Binding , Protein Conformation, alpha-Helical , Protein Conformation, beta-Strand , Protein Interaction Domains and Motifs , Protein Multimerization , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Sequence Alignment , Sequence Homology, Amino Acid , Substrate Specificity , Transcription Factors/genetics , Transcription Factors/metabolism , Transforming Growth Factor beta1/genetics , Transforming Growth Factor beta1/metabolism , Tripartite Motif Proteins/genetics , Tripartite Motif Proteins/metabolism , Ubiquitin/genetics , Ubiquitin/metabolism , Ubiquitin-Protein Ligases/genetics , Ubiquitin-Protein Ligases/metabolism , Ubiquitin-Specific Proteases/antagonists & inhibitors , Ubiquitin-Specific Proteases/genetics , Ubiquitin-Specific Proteases/metabolism , Ubiquitination
20.
Nano Lett ; 19(1): 116-123, 2019 01 09.
Article in English | MEDLINE | ID: mdl-30525697

ABSTRACT

Nanoparticles are engineered from materials such as metals, polymers, and different carbon allotropes that do not exist within the body. Exposure to these exogenous compounds raises concerns surrounding toxicity, inflammation, and immune activation. These responses could potentially be mitigated by synthesizing nanoparticles directly from molecules derived from the host. However, efforts to assemble patient-derived macromolecules into structures with the same degree of size and shape tunability as their exogenous counterparts remains a significant challenge. Here we solve this problem by creating a new class of size- and shape-tunable personalized protein nanoparticles (PNP) made entirely from patient-derived proteins. PNPs are built into different sizes and shapes with the same degree of tunability as gold nanoparticles. They are biodegradable and do not activate innate or adaptive immunity following single and repeated administrations in vivo. PNPs can be further modified with specific protein cargos that remain catalytically active even after intracellular delivery in vivo. Finally, we demonstrate that PNPs created from different human patients have unique molecular fingerprints encoded directly into the structure of the nanoparticle. This new class of personalized nanomaterial has the potential to revolutionize how we treat patients and can become an integral component in the diagnostic and therapeutic toolbox.


Subject(s)
Metal Nanoparticles/chemistry , Nanostructures/chemistry , Precision Medicine , Proteins/chemistry , Carbon/chemistry , Gold/chemistry , Humans , Particle Size , Polymers/chemistry , Protein Corona/chemistry , Proteins/chemical synthesis , Proteins/genetics
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