ABSTRACT
OBJECTIVE: To design and establish a prospective biospecimen repository that integrates multi-omics assays with clinical data to study mechanisms of controlled injury and healing. BACKGROUND: Elective surgery is an opportunity to understand both the systemic and focal responses accompanying controlled and well-characterized injury to the human body. The overarching goal of this ongoing project is to define stereotypical responses to surgical injury, with the translational purpose of identifying targetable pathways involved in healing and resilience, and variations indicative of aberrant peri-operative outcomes. METHODS: Clinical data from the electronic medical record combined with large-scale biological data sets derived from blood, urine, fecal matter, and tissue samples are collected prospectively through the peri-operative period on patients undergoing 14 surgeries chosen to represent a range of injury locations and intensities. Specimens are subjected to genomic, transcriptomic, proteomic, and metabolomic assays to describe their genetic, metabolic, immunologic, and microbiome profiles, providing a multidimensional landscape of the human response to injury. RESULTS: The highly multiplexed data generated includes changes in over 28,000 mRNA transcripts, 100 plasma metabolites, 200 urine metabolites, and 400 proteins over the longitudinal course of surgery and recovery. In our initial pilot dataset, we demonstrate the feasibility of collecting high quality multi-omic data at pre- and postoperative time points and are already seeing evidence of physiologic perturbation between timepoints. CONCLUSIONS: This repository allows for longitudinal, state-of-the-art geno-mic, transcriptomic, proteomic, metabolomic, immunologic, and clinical data collection and provides a rich and stable infrastructure on which to fuel further biomedical discovery.
Subject(s)
Computational Biology , Proteomics , Genomics , Humans , Metabolomics , Prospective Studies , Proteomics/methodsABSTRACT
BACKGROUND: Advanced liver disease due to hepatitis C virus (HCV) is a leading cause of human immunodeficiency virus (HIV)-related morbidity and mortality. There remains a need to develop noninvasive predictors of clinical outcomes in persons with HIV/HCV coinfection. METHODS: We conducted a nested case-control study in 126 patients with HIV/HCV and utilized multiple quantitative metabolomic assays to identify a prognostic profile that predicts end-stage liver disease (ESLD) events including ascites, hepatic encephalopathy, hepatocellular carcinoma, esophageal variceal bleed, and spontaneous bacterial peritonitis. Each analyte class was included in predictive modeling, and area under the receiver operator characteristic curves (AUC) and accuracy were determined. RESULTS: The baseline model including demographic and clinical data had an AUC of 0.79. Three models (baseline plus amino acids, lipid metabolites, or all combined metabolites) had very good accuracy (AUC, 0.84-0.89) in differentiating patients at risk of developing an ESLD complication up to 2 years in advance. The all combined metabolites model had sensitivity 0.70, specificity 0.85, positive likelihood ratio 4.78, and negative likelihood ratio 0.35. CONCLUSIONS: We report that quantification of a novel set of metabolites may allow earlier identification of patients with HIV/HCV who have the greatest risk of developing ESLD clinical events.
Subject(s)
End Stage Liver Disease/metabolism , End Stage Liver Disease/virology , HIV Infections/complications , Hepatitis C/complications , Metabolome , Amino Acids/metabolism , Bile Acids and Salts/metabolism , Biomarkers/metabolism , Case-Control Studies , Coinfection , Fatty Acids/metabolism , Female , Humans , Male , Middle Aged , Models, Biological , Predictive Value of Tests , PrognosisABSTRACT
Vendor-independent software tools for quantification of small molecules and metabolites are lacking, especially for targeted analysis workflows. Skyline is a freely available, open-source software tool for targeted quantitative mass spectrometry method development and data processing with a 10 year history supporting six major instrument vendors. Designed initially for proteomics analysis, we describe the expansion of Skyline to data for small molecule analysis, including selected reaction monitoring, high-resolution mass spectrometry, and calibrated quantification. This fundamental expansion of Skyline from a peptide-sequence-centric tool to a molecule-centric tool makes it agnostic to the source of the molecule while retaining Skyline features critical for workflows in both peptide and more general biomolecular research. The data visualization and interrogation features already available in Skyline, such as peak picking, chromatographic alignment, and transition selection, have been adapted to support small molecule data, including metabolomics. Herein, we explain the conceptual workflow for small molecule analysis using Skyline, demonstrate Skyline performance benchmarked against a comparable instrument vendor software tool, and present additional real-world applications. Further, we include step-by-step instructions on using Skyline for small molecule quantitative method development and data analysis on data acquired with a variety of mass spectrometers from multiple instrument vendors.
Subject(s)
Metabolomics , Proteomics , Amino Acid Sequence , Mass Spectrometry , SoftwareABSTRACT
Calcium signaling through calcineurin and its major transcription factor (TF), CrzA, is integral to hyphal growth, stress response and virulence of the pathogenic fungus Aspergillus fumigatus, the leading etiology of invasive aspergillosis. Dephosphorylation of CrzA by calcineurin activates the TF, but the specific phosphorylation sites and their roles in the activation/inactivation mechanism are unknown. Mass spectroscopic analysis identified 20 phosphorylation sites, the majority of which were specific to filamentous fungi and distributed throughout the CrzA protein, with particular concentration in a serine-rich region N-terminal to the conserved DNA-binding domain (DBD). Site-directed mutagenesis of phosphorylated residues revealed that CrzA activity during calcium stimulation can only be suppressed by a high degree of phosphorylation in multiple regions of the protein. Our findings further suggest that this regulation is not solely accomplished through control of CrzA nuclear import. Additionally, we demonstrate the importance of the CrzA phosphorylation state in regulating growth, conidiation, calcium and cell wall stress tolerance, and virulence. Finally, we identify two previously undescribed nuclear localization sequences in the DBD. These findings provide novel insight into the phosphoregulation of CrzA which may be exploited to selectively target A. fumigatus.
Subject(s)
Aspergillus fumigatus/metabolism , Fungal Proteins/metabolism , Active Transport, Cell Nucleus , Aspergillosis/microbiology , Aspergillus fumigatus/genetics , Calcineurin/metabolism , Calcium/metabolism , Calcium Signaling , Cell Wall/metabolism , Fungal Proteins/genetics , Gene Expression Regulation, Fungal/genetics , Mass Spectrometry/methods , Mutagenesis, Site-Directed , Phosphorylation , Stress, Physiological , Transcription Factors/metabolism , Virulence/physiologyABSTRACT
Myosins are critical motor proteins that contribute to the secretory pathway, polarized growth, and cytokinesis. The globular tail domains of class V myosins have been shown to be important for cargo binding and actin cable organization. Additionally, phosphorylation plays a role in class V myosin cargo choice. Our previous studies on the class V myosin MyoE in the fungal pathogen Aspergillus fumigatus confirmed its requirement for normal morphology and virulence. However, the domains and molecular mechanisms governing the functions of MyoE remain unknown. Here, by analyzing tail mutants, we demonstrate that the tail is required for radial growth, conidiation, septation frequency and MyoE's location at the septum. Furthermore, MyoE is phosphorylated at multiple residues in vivo; however, alanine substitution mutants revealed that no single phosphorylated residue was critical. Importantly, in the absence of the phosphatase calcineurin, an additional residue was phosphorylated in its tail domain. Mutation of this tail residue led to mislocalization of MyoE from the septa. This work reveals the importance of the MyoE tail domain and its phosphorylation/dephosphorylation in the growth and morphology of A. fumigatus.
Subject(s)
Aspergillus fumigatus/metabolism , Fungal Proteins/chemistry , Fungal Proteins/metabolism , Hyphae/growth & development , Myosin Type V/chemistry , Myosin Type V/metabolism , Acetylation , Actins/metabolism , Calcineurin/metabolism , Conserved Sequence , Microtubules/metabolism , Models, Biological , Mutant Proteins/metabolism , Phenotype , Phosphorylation , Protein Domains , Protein Subunits/metabolism , Protein Transport , Sequence Deletion , Spores, Fungal/metabolism , Structure-Activity RelationshipABSTRACT
Bispecific single chain antibody fragments (bi-scFv) represent an emerging class of biotherapeutics. We recently developed a fully human bi-scFv (EGFRvIII:CD3 bi-scFv) with the goal of redirecting CD3-expressing T cells to recognize and destroy malignant, EGFRvIII-expressing glioma. In mice, we showed that EGFRvIII:CD3 bi-scFv effectively treats orthotopic patient-derived malignant glioma and syngeneic glioblastoma. Here, we developed a targeted assay for pharmacokinetic (PK) analysis of EGFRvIII:CD3 bi-scFv, a necessary step in the drug development process. Using microflow liquid chromatography coupled to a high resolution parallel reaction monitoring mass spectrometry, and data analysis in Skyline, we developed a bottom-up proteomic assay for quantification of EGFRvIII:CD3 bi-scFv in both plasma and whole blood. Importantly, a protein calibrator, along with stable isotope-labeled EGFRvIII:CD3 bi-scFv protein, were used for absolute quantification. A PK analysis in a CD3 humanized mouse revealed that EGFRvIII:CD3 bi-scFv in plasma and whole blood has an initial half-life of â¼8 min and a terminal half-life of â¼2.5 h. Our results establish a sensitive, high-throughput assay for direct quantification of EGFRvIII:CD3 bi-scFv without the need for immunoaffinity enrichment. Moreover, these pharmacokinetic parameters will guide drug optimization and dosing regimens in future IND-enabling and phase I studies of EGFRvIII:CD3 bi-scFv.
Subject(s)
Antibodies, Bispecific/blood , CD3 Complex/blood , ErbB Receptors/blood , Glioblastoma/blood , Animals , Antibodies, Bispecific/pharmacokinetics , Antibodies, Bispecific/therapeutic use , CD3 Complex/pharmacokinetics , CD3 Complex/therapeutic use , Cell Line, Tumor , Chromatography, Liquid , ErbB Receptors/pharmacokinetics , ErbB Receptors/therapeutic use , Glioblastoma/immunology , Glioblastoma/therapy , Humans , Mass Spectrometry , Mice , Proteomics/methods , T-Lymphocytes/immunology , Xenograft Model Antitumor AssaysABSTRACT
A dramatic life history switch that has evolved numerous times in marine invertebrates is the transition from planktotrophic (feeding) to lecithotrophic (nonfeeding) larval development-an evolutionary tradeoff with many important developmental and ecological consequences. To attain a more comprehensive understanding of the molecular basis for this switch, we performed untargeted lipidomic and proteomic liquid chromatography-tandem mass spectrometry on eggs and larvae from three sea urchin species: the lecithotroph Heliocidaris erythrogramma, the closely related planktotroph Heliocidaris tuberculata, and the distantly related planktotroph Lytechinus variegatus. We identify numerous molecular-level changes possibly associated with the evolution of lecithotrophy in H. erythrogramma. We find the massive lipid stores of H. erythrogramma eggs are largely composed of low-density, diacylglycerol ether lipids that, contrary to expectations, appear to support postmetamorphic development and survivorship. Rapid premetamorphic development in this species may instead be powered by upregulated carbohydrate metabolism or triacylglycerol metabolism. We also find proteins involved in oxidative stress regulation are upregulated in H. erythrogramma eggs, and apoB-like lipid transfer proteins may be important for echinoid oogenic nutrient provisioning. These results demonstrate how mass spectrometry can enrich our understanding of life history evolution and organismal diversity by identifying specific molecules associated with distinct life history strategies and prompt new hypotheses about how and why these adaptations evolve.
Subject(s)
Biological Evolution , Ovum/physiology , Sea Urchins/genetics , Sea Urchins/physiology , Adaptation, Physiological , Animals , Chromatography, Liquid/veterinary , Lipidomics , Tandem Mass Spectrometry/veterinaryABSTRACT
A challenge facing metabolomics in the analysis of large human cohorts is the cross-laboratory comparability of quantitative metabolomics measurements. In this study, 14 laboratories analyzed various blood specimens using a common experimental protocol provided with the Biocrates AbsoluteIDQ p400HR kit, to quantify up to 408 metabolites. The specimens included human plasma and serum from male and female donors, mouse and rat plasma, as well as NIST SRM 1950 reference plasma. The metabolite classes covered range from polar (e.g., amino acids and biogenic amines) to nonpolar (e.g., diacyl- and triacyl-glycerols), and they span 11 common metabolite classes. The manuscript describes a strict system suitability testing (SST) criteria used to evaluate each laboratory's readiness to perform the assay, and provides the SST Skyline documents for public dissemination. The study found approximately 250 metabolites were routinely quantified in the sample types tested, using Orbitrap instruments. Interlaboratory variance for the NIST SRM-1950 has a median of 10% for amino acids, 24% for biogenic amines, 38% for acylcarnitines, 25% for glycerolipids, 23% for glycerophospholipids, 16% for cholesteryl esters, 15% for sphingolipids, and 9% for hexoses. Comparing to consensus values for NIST SRM-1950, nearly 80% of comparable analytes demonstrated bias of <50% from the reference value. The findings of this study result in recommendations of best practices for system suitability, quality control, and calibration. We demonstrate that with appropriate controls, high-resolution metabolomics can provide accurate results with good precision across laboratories, and the p400HR therefore is a reliable approach for generating consistent and comparable metabolomics data.
Subject(s)
Amino Acids/blood , Biogenic Amines/blood , Blood Chemical Analysis/statistics & numerical data , Lipidomics/statistics & numerical data , Lipids/blood , Metabolomics/statistics & numerical data , Analysis of Variance , Animals , Chromatography, High Pressure Liquid/statistics & numerical data , Data Aggregation , Female , Humans , Limit of Detection , Male , Mass Spectrometry/statistics & numerical data , Metabolome , Mice , Rats , Reproducibility of ResultsABSTRACT
While lysine acetylation in the nucleus is well characterized, comparatively little is known about its significance in cytoplasmic signaling. Here we show that inhibition of the Sirt1 deacetylase, which is primarily cytoplasmic in cancer cell lines, sensitizes these cells to caspase-2-dependent death. To identify relevant Sirt1 substrates, we developed a proteomics strategy, enabling the identification of a range of putative substrates, including 14-3-3ζ, a known direct regulator of caspase-2. We show here that inhibition of Sirtuin activity accelerates caspase activation and overrides caspase-2 suppression by nutrient abundance. Furthermore, 14-3-3ζ is acetylated prior to caspase activation, and supplementation of Xenopus egg extract with glucose-6-phosphate, which promotes caspase-2/14-3-3ζ binding, enhances 14-3-3ζ-directed Sirtuin activity. Conversely, inhibiting Sirtuin activity promotes14-3-3ζ dissociation from caspase-2 in both egg extract and human cultured cells. These data reveal a role for Sirt1 in modulating apoptotic sensitivity, in response to metabolic changes, by antagonizing 14-3-3ζ acetylation.
Subject(s)
14-3-3 Proteins/genetics , Biotin/genetics , Caspase 2/genetics , Sirtuin 1/metabolism , 14-3-3 Proteins/metabolism , Acetylation , Animals , Apoptosis , Biotin/metabolism , Caspase 2/metabolism , Cell Death , Cell Line, Tumor , Cytoplasm/metabolism , Humans , Proteomics , Sirtuin 1/geneticsABSTRACT
INTRODUCTION: Increasing evidence suggests a role for the gut microbiome in central nervous system disorders and a specific role for the gut-brain axis in neurodegeneration. Bile acids (BAs), products of cholesterol metabolism and clearance, are produced in the liver and are further metabolized by gut bacteria. They have major regulatory and signaling functions and seem dysregulated in Alzheimer's disease (AD). METHODS: Serum levels of 15 primary and secondary BAs and their conjugated forms were measured in 1464 subjects including 370 cognitively normal older adults, 284 with early mild cognitive impairment, 505 with late mild cognitive impairment, and 305 AD cases enrolled in the AD Neuroimaging Initiative. We assessed associations of BA profiles including selected ratios with diagnosis, cognition, and AD-related genetic variants, adjusting for confounders and multiple testing. RESULTS: In AD compared to cognitively normal older adults, we observed significantly lower serum concentrations of a primary BA (cholic acid [CA]) and increased levels of the bacterially produced, secondary BA, deoxycholic acid, and its glycine and taurine conjugated forms. An increased ratio of deoxycholic acid:CA, which reflects 7α-dehydroxylation of CA by gut bacteria, strongly associated with cognitive decline, a finding replicated in serum and brain samples in the Rush Religious Orders and Memory and Aging Project. Several genetic variants in immune response-related genes implicated in AD showed associations with BA profiles. DISCUSSION: We report for the first time an association between altered BA profile, genetic variants implicated in AD, and cognitive changes in disease using a large multicenter study. These findings warrant further investigation of gut dysbiosis and possible role of gut-liver-brain axis in the pathogenesis of AD.
Subject(s)
Alzheimer Disease , Bile Acids and Salts/metabolism , Cognitive Dysfunction/metabolism , Gastrointestinal Microbiome , Aged , Alzheimer Disease/microbiology , Alzheimer Disease/physiopathology , Bile Acids and Salts/blood , Dysbiosis , Female , Humans , Liver/metabolism , Male , MetabolomeABSTRACT
A novel data-independent acquisition (DIA) method incorporating a scanning quadrupole in front of a collision cell and orthogonal acceleration time-of-flight mass analyzer is described. The method has been characterized for the qualitative and quantitative label-free proteomic analysis of complex biological samples. The principle of the scanning quadrupole DIA method is discussed, and analytical instrument characteristics, such as the quadrupole transmission width, scan/integration time, and chromatographic separation, have been optimized in relation to sample complexity for a number of different model proteomes of varying complexity and dynamic range including human plasma, cell lines, and bacteria. In addition, the technological merits over existing DIA approaches are described and contrasted. The qualitative and semiquantitative performance of the method is illustrated for the analysis of relatively simple protein digest mixtures and a well-characterized human cell line sample using untargeted and targeted search strategies. Finally, the results from a human cell line were compared against publicly available data that used similar chromatographic conditions but were acquired with DDA technology and alternative mass analyzer systems. Qualitative comparison showed excellent concordance of results with >90% overlap of the detected proteins.
Subject(s)
Blood Proteins/isolation & purification , Escherichia coli/chemistry , Proteome/isolation & purification , Proteomics/methods , Amino Acid Sequence , Chromatography, Liquid/instrumentation , Chromatography, Liquid/methods , Complex Mixtures/chemistry , HeLa Cells , Humans , K562 Cells , Proteolysis , Proteomics/instrumentation , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/instrumentation , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methodsABSTRACT
Calcineurin is a critical cell-signaling protein that orchestrates growth, stress response, virulence, and antifungal drug resistance in several fungal pathogens. Blocking calcineurin signaling increases the efficacy of several currently available antifungals and suppresses drug resistance. We demonstrate the application of a novel scanning quadrupole DIA method for the analysis of changes in the proteins coimmunoprecipitated with calcineurin during therapeutic antifungal drug treatments of the deadly human fungal pathogen Aspergillus fumigatus. Our experimental design afforded an assessment of the precision of the method as demonstrated by peptide- and protein-centric analysis from eight replicates of the study pool QC samples. Two distinct classes of clinically relevant antifungal drugs that are guideline recommended for the treatment of invasive "aspergillosis" caused by Aspergillus fumigatus, the azoles (voriconazole) and the echinocandins (caspofungin and micafungin), which specifically target the fungal plasma membrane and the fungal cell wall, respectively, were chosen to distinguish variations occurring in the proteins coimmunoprecipitated with calcineurin. Novel potential interactors were identified in response to the different drug treatments that are indicative of the possible role for calcineurin in regulating these effectors. Notably, treatment with voriconazole showed increased immunoprecipitation of key proteins involved in membrane ergosterol biosynthesis with calcineurin. In contrast, echinocandin (caspofungin or micafungin) treatments caused increased immunoprecipitation of proteins involved in cell-wall biosynthesis and septation. Furthermore, abundant coimmunoprecipitation of ribosomal proteins with calcineurin occurred exclusively in echinocandins treatment, indicating reprogramming of cellular growth mechanisms during different antifungal drug treatments. While variations in the observed calcineurin immunoprecipitated proteins may also be due to changes in their expression levels under different drug treatments, this study suggests an important role for calcineurin-dependent cellular mechanisms in response to antifungal treatment of A. fumigatus that warrants future studies.
Subject(s)
Aspergillus fumigatus/drug effects , Calcineurin/isolation & purification , Fungal Proteins/isolation & purification , Ribosomal Proteins/isolation & purification , Voriconazole/pharmacology , Antifungal Agents/pharmacology , Aspergillus fumigatus/chemistry , Aspergillus fumigatus/genetics , Aspergillus fumigatus/metabolism , Calcineurin/genetics , Calcineurin/metabolism , Caspofungin , Cell Membrane/chemistry , Cell Membrane/drug effects , Cell Membrane/metabolism , Cell Wall/chemistry , Cell Wall/drug effects , Cell Wall/metabolism , Chromatography, Liquid/methods , Echinocandins/pharmacology , Ergosterol/biosynthesis , Fungal Proteins/genetics , Fungal Proteins/metabolism , Gene Expression , Gene Ontology , Genes, Reporter , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Immunoprecipitation , Lipopeptides/pharmacology , Micafungin , Molecular Sequence Annotation , Protein Binding , Protein Interaction Mapping , Ribosomal Proteins/genetics , Ribosomal Proteins/metabolism , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methodsABSTRACT
Studies in yeasts have implicated the importance of Kin1 protein kinase, a member of the eukaryotic PAR1/MARK/MELK family, in polarized growth, cell division and septation through coordinated activity with the phosphatase, calcineurin. Kin1 is also required for virulence of the fungal pathogens Cryptococcus neoformans and Fusarium graminearum. Here we show that kin1 deletion in the human fungal pathogen Aspergillus fumigatus does not affect hyphal growth and septation but results in differential susceptibility to antifungals targeting the cell wall and cell membrane. The Δkin1 strain remained virulent in a Galleria mellonella model of invasive aspergillosis. Expression of Kin1 tagged to GFP or RFP showed its stable localization at the septum. Co-localization experiments revealed calcineurin (CnaA) localization on either side of Kin1 at the septum suggesting possible interaction. Bimolecular fluorescence complementation assay confirmed the interaction of Kin1 with CnaA at the hyphal tips and septa in the presence of the antifungal caspofungin. Furthermore, phosphoproteomic analyses for the first time revealed Kin1 as a substrate of calcineurin providing novel insight into Kin1 regulation through calcineurin-mediated dephosphorylation mechanism.
Subject(s)
Aspergillus fumigatus/metabolism , Calcineurin/metabolism , Fungal Proteins/metabolism , Hyphae/metabolism , Amino Acid Sequence , Antifungal Agents/pharmacology , Aspergillosis/microbiology , Aspergillus fumigatus/genetics , Aspergillus fumigatus/pathogenicity , Caspofungin/pharmacology , Fungal Proteins/genetics , Humans , Hyphae/drug effects , Hyphae/growth & development , Luminescent Proteins/genetics , Luminescent Proteins/metabolism , Microscopy, Fluorescence , Mutation , Protein Binding , Sequence Homology, Amino Acid , Virulence/geneticsABSTRACT
Calcineurin governs stress survival, sexual differentiation, and virulence of the human fungal pathogen Cryptococcus neoformans. Calcineurin is activated by increased Ca2+ levels caused by stress, and transduces signals by dephosphorylating protein substrates. Herein, we identified and characterized calcineurin substrates in C. neoformans by employing phosphoproteomic TiO2 enrichment and quantitative mass spectrometry. The identified targets include the transactivator Crz1 as well as novel substrates whose functions are linked to P-bodies/stress granules (PBs/SGs) and mRNA translation and decay, such as Pbp1 and Puf4. We show that Crz1 is a bona fide calcineurin substrate, and Crz1 localization and transcriptional activity are controlled by calcineurin. We previously demonstrated that thermal and other stresses trigger calcineurin localization to PBs/SGs. Several calcineurin targets localized to PBs/SGs, including Puf4 and Pbp1, contribute to stress resistance and virulence individually or in conjunction with Crz1. Moreover, Pbp1 is also required for sexual development. Genetic epistasis analysis revealed that Crz1 and the novel targets Lhp1, Puf4, and Pbp1 function in a branched calcineurin pathway that orchestrates stress survival and virulence. These findings support a model whereby calcineurin controls stress and virulence, at the transcriptional level via Crz1, and post-transcriptionally by localizing to PBs/SGs and acting on targets involved in mRNA metabolism. The calcineurin targets identified in this study share little overlap with known calcineurin substrates, with the exception of Crz1. In particular, the mRNA binding proteins and PBs/SGs residents comprise a cohort of novel calcineurin targets that have not been previously linked to calcineurin in mammals or in Saccharomyces cerevisiae. This study suggests either extensive evolutionary rewiring of the calcineurin pathway, or alternatively that these novel calcineurin targets have yet to be characterized as calcineurin targets in other organisms. These findings further highlight C. neoformans as an outstanding model to define calcineurin-responsive virulence networks as targets for antifungal therapy.
Subject(s)
Calcineurin/metabolism , Cryptococcus neoformans/pathogenicity , Proteomics , Stress, Physiological , Animals , Calcineurin/genetics , Cryptococcus neoformans/genetics , Cryptococcus neoformans/physiology , Fungal Proteins/genetics , Fungal Proteins/metabolism , Humans , Phosphoproteins/metabolism , RNA, Messenger/metabolism , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Transcription Factors/genetics , Transcription Factors/metabolism , VirulenceABSTRACT
A thorough understanding of the molecular details of the interactions between bacteria and host are critical to ultimately prevent disease. Recent technological advances allow simultaneous analysis of host and bacterial protein and metabolic profiles from a single small tissue sample to provide insight into pathogenesis. We used the chinchilla model of human otitis media to determine, for the first time, the most expansive delineation of global changes in protein and metabolite profiles during an experimentally induced disease. After 48 h of infection with nontypeable Haemophilus influenzae, middle ear tissue lysates were analyzed by high-resolution quantitative two-dimensional liquid chromatography-tandem mass spectrometry. Dynamic changes in 105 chinchilla proteins and 66 metabolites define the early proteomic and metabolomic signature of otitis media. Our studies indicate that establishment of disease coincides with actin morphogenesis, suppression of inflammatory mediators, and bacterial aerobic respiration. We validated the observed increase in the actin-remodeling complex, Arp2/3, and experimentally showed a role for Arp2/3 in nontypeable Haemophilus influenzae invasion. Direct inhibition of actin branch morphology altered bacterial invasion into host epithelial cells, and is supportive of our efforts to use the information gathered to modify outcomes of disease. The twenty-eight nontypeable Haemophilus influenzae proteins identified participate in carbohydrate and amino acid metabolism, redox homeostasis, and include cell wall-associated metabolic proteins. Quantitative characterization of the molecular signatures of infection will redefine our understanding of host response driven developmental changes during pathogenesis. These data represent the first comprehensive study of host protein and metabolite profiles in vivo in response to infection and show the feasibility of extensive characterization of host protein profiles during disease. Identification of novel protein targets and metabolic biomarkers will advance development of therapeutic and diagnostic options for treatment of disease.
Subject(s)
Haemophilus Infections/metabolism , Haemophilus influenzae/pathogenicity , Metabolomics/methods , Otitis Media/microbiology , Proteomics/methods , Actin-Related Protein 2-3 Complex/metabolism , Animals , Chinchilla , Chromatography, Liquid , Disease Models, Animal , Haemophilus Infections/immunology , Host-Pathogen Interactions , Humans , Otitis Media/immunology , Otitis Media/metabolism , Tandem Mass SpectrometryABSTRACT
Bronchiolitis obliterans (BO) is an increasingly important lung disease characterized by fibroproliferative airway lesions and decrements in lung function. Occupational exposure to the artificial food flavoring ingredient diacetyl, commonly used to impart a buttery flavor to microwave popcorn, has been associated with BO development. In the occupational setting, diacetyl vapor is first encountered by the airway epithelium. To better understand the effects of diacetyl vapor on the airway epithelium, we used an unbiased proteomic approach to characterize both the apical and basolateral secretomes of air-liquid interface cultures of primary human airway epithelial cells from four unique donors after exposure to an occupationally relevant concentration (â¼1,100 ppm) of diacetyl vapor or phosphate-buffered saline as a control on alternating days. Basolateral and apical supernatants collected 48 h after the third exposure were analyzed using one-dimensional liquid chromatography tandem mass spectrometry. Paired t tests adjusted for multiple comparisons were used to assess differential expression between diacetyl and phosphate-buffered saline exposure. Of the significantly differentially expressed proteins identified, 61 were unique to the apical secretome, 81 were unique to the basolateral secretome, and 11 were present in both. Pathway enrichment analysis using publicly available databases revealed that proteins associated with matrix remodeling, including degradation, assembly, and new matrix organization, were overrepresented in the data sets. Similarly, protein modifiers of epidermal growth factor receptor signaling were significantly altered. The ordered changes in protein expression suggest that the airway epithelial response to diacetyl may contribute to BO pathogenesis.
Subject(s)
Diacetyl/toxicity , Epithelial Cells/metabolism , Flavoring Agents/toxicity , Lung Diseases/metabolism , Proteome/metabolism , Cell Differentiation/drug effects , ErbB Receptors/metabolism , Extracellular Matrix/drug effects , Extracellular Matrix/metabolism , Humans , Lung/drug effects , Lung/pathology , Lung Diseases/pathology , Proteomics , Signal Transduction/drug effectsABSTRACT
Occupational exposures to the diketone flavoring agent, diacetyl, have been associated with bronchiolitis obliterans, a rare condition of airway fibrosis. Model studies in rodents have suggested that the airway epithelium is a major site of diacetyl toxicity, but the effects of diacetyl exposure upon the human airway epithelium are poorly characterized. Here we performed quantitative LC-MS/MS-based proteomics to study the effects of repeated diacetyl vapor exposures on 3D organotypic cultures of human primary tracheobronchial epithelial cells. Using a label-free approach, we quantified approximately 3400 proteins and 5700 phosphopeptides in cell lysates across four independent donors. Altered expression of proteins and phosphopeptides were suggestive of loss of cilia and increased squamous differentiation in diacetyl-exposed cells. These phenomena were confirmed by immunofluorescence staining of culture cross sections. Hyperphosphorylation and cross-linking of basal cell keratins were also observed in diacetyl-treated cells, and we used parallel reaction monitoring to confidently localize and quantify previously uncharacterized sites of phosphorylation in keratin 6. Collectively, these data identify numerous molecular changes in the epithelium that may be important to the pathogenesis of flavoring-induced bronchiolitis obliterans. More generally, this study highlights the utility of quantitative proteomics for the study of in vitro models of airway injury and disease.
Subject(s)
Diacetyl/toxicity , Epithelial Cells/drug effects , Flavoring Agents/toxicity , Gene Expression Regulation/drug effects , Proteome/genetics , Adolescent , Cell Culture Techniques , Cell Differentiation , Cilia/drug effects , Cilia/metabolism , Cilia/ultrastructure , Epithelial Cells/cytology , Epithelial Cells/metabolism , Epithelial Cells/pathology , Gene Ontology , Humans , Keratin-6/chemistry , Keratin-6/genetics , Keratin-6/metabolism , Male , Middle Aged , Molecular Sequence Annotation , Phosphorylation/drug effects , Primary Cell Culture , Proteome/metabolism , Respiratory Mucosa/cytology , Respiratory Mucosa/drug effects , Respiratory Mucosa/metabolism , Volatilization , Young AdultABSTRACT
Vagal Nerve Stimulation (VNS) Therapy® is a United States Food and Drug Administration approved neurotherapeutic for medically refractory partial epilepsy and treatment-resistant depression. The molecular mechanisms underlying its beneficial effects are unclear. We hypothesized that one mechanism involves neuronal activity-dependent modifications of central nervous system excitatory synapses. To begin to test this hypothesis, we asked whether VNS modifies the activity of neurons in amygdala and hippocampus. Neuronal recordings from adult, freely moving rats revealed that activity in both amygdala and hippocampus was modified by VNS immediately after its application, and changes were detected following 1 week of stimulation. To investigate whether VNS modifies the proteome of excitatory synapses, we established a label-free, quantitative liquid chromatography-tandem mass spectrometry workflow that enables global analysis of the constituents of the postsynaptic density (PSD) proteome. PSD proteins were biochemically purified from amygdala/piriform cortex of VNS- or dummy-treated rats following 1-week stimulation, and individual PSD protein levels were quantified by liquid chromatography-tandem mass spectrometry analysis. We identified 1899 unique peptides corresponding to 425 proteins in PSD fractions, of which expression levels of 22 proteins were differentially regulated by VNS with changes greater than 150%. Changes in a subset of these proteins, including significantly increased expression of neurexin-1α, cadherin 13 and voltage-dependent calcium channel α2δ1, the primary target of the antiepileptic drug gabapentin, and decreased expression of voltage-dependent calcium channel γ3, were confirmed by western blot analysis of PSD samples. These results demonstrate that VNS modulates excitatory synapses through regulating a subset of the PSD proteome. Our study reveals molecular targets of VNS and point to possible mechanisms underlying its beneficial effects, including activity-dependent formation of excitatory synapses.
Subject(s)
Amygdala/physiology , Excitatory Postsynaptic Potentials/physiology , Piriform Cortex/physiology , Proteome/metabolism , Synapses/metabolism , Vagus Nerve Stimulation/methods , Animals , Male , Neurons/physiology , Proteome/genetics , Rats , Rats, Sprague-Dawley , Synapses/geneticsABSTRACT
Aspergillus fumigatus, the main etiological agent of invasive aspergillosis, is a leading cause of death in immunocompromised patients. Septins, a conserved family of GTP-binding proteins, serve as scaffolding proteins to recruit enzymes and key regulators to different cellular compartments. Deletion of the A. fumigatus septin aspB increases susceptibility to the echinocandin antifungal caspofungin. However, how AspB mediates this response to caspofungin is unknown. Here, we characterized the AspB interactome under basal conditions and after exposure to a clinically relevant concentration of caspofungin. While A. fumigatus AspB interacted with 334 proteins, including kinases, cell cycle regulators, and cell wall synthesis-related proteins under basal growth conditions, caspofungin exposure altered AspB interactions. A total of 69 of the basal interactants did not interact with AspB after exposure to caspofungin, and 54 new interactants were identified following caspofungin exposure. We generated A. fumigatus deletion strains for 3 proteins (ArpB, Cyp4, and PpoA) that only interacted with AspB following exposure to caspofungin that were previously annotated as induced after exposure to antifungal agents, yet only PpoA was implicated in the response to caspofungin. Taken together, we defined how the septin AspB interactome is altered in the presence of a clinically relevant antifungal.
Subject(s)
Antifungal Agents/pharmacology , Aspergillosis/drug therapy , Aspergillus fumigatus/drug effects , Echinocandins/pharmacology , Fungal Proteins/metabolism , Lipopeptides/pharmacology , Protein Interaction Maps/drug effects , Septins/metabolism , Aspergillosis/microbiology , Aspergillus fumigatus/genetics , Aspergillus fumigatus/metabolism , Caspofungin , Fungal Proteins/genetics , Gene Deletion , Humans , Septins/geneticsABSTRACT
INTRODUCTION: The Alzheimer's Disease Research Summits of 2012 and 2015 incorporated experts from academia, industry, and nonprofit organizations to develop new research directions to transform our understanding of Alzheimer's disease (AD) and propel the development of critically needed therapies. In response to their recommendations, big data at multiple levels are being generated and integrated to study network failures in disease. We used metabolomics as a global biochemical approach to identify peripheral metabolic changes in AD patients and correlate them to cerebrospinal fluid pathology markers, imaging features, and cognitive performance. METHODS: Fasting serum samples from the Alzheimer's Disease Neuroimaging Initiative (199 control, 356 mild cognitive impairment, and 175 AD participants) were analyzed using the AbsoluteIDQ-p180 kit. Performance was validated in blinded replicates, and values were medication adjusted. RESULTS: Multivariable-adjusted analyses showed that sphingomyelins and ether-containing phosphatidylcholines were altered in preclinical biomarker-defined AD stages, whereas acylcarnitines and several amines, including the branched-chain amino acid valine and α-aminoadipic acid, changed in symptomatic stages. Several of the analytes showed consistent associations in the Rotterdam, Erasmus Rucphen Family, and Indiana Memory and Aging Studies. Partial correlation networks constructed for Aß1-42, tau, imaging, and cognitive changes provided initial biochemical insights for disease-related processes. Coexpression networks interconnected key metabolic effectors of disease. DISCUSSION: Metabolomics identified key disease-related metabolic changes and disease-progression-related changes. Defining metabolic changes during AD disease trajectory and its relationship to clinical phenotypes provides a powerful roadmap for drug and biomarker discovery.