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1.
Med ; 2024 Apr 23.
Article in English | MEDLINE | ID: mdl-38663403

ABSTRACT

BACKGROUND: Dosing of chemotherapies is often calculated according to the weight and/or height of the patient or equations derived from these, such as body surface area (BSA). Such calculations fail to capture intra- and interindividual pharmacokinetic variation, which can lead to order of magnitude variations in systemic chemotherapy levels and thus under- or overdosing of patients. METHODS: We designed and developed a closed-loop drug delivery system that can dynamically adjust its infusion rate to the patient to reach and maintain the drug's target concentration, regardless of a patient's pharmacokinetics (PK). FINDINGS: We demonstrate that closed-loop automated drug infusion regulator (CLAUDIA) can control the concentration of 5-fluorouracil (5-FU) in rabbits according to a range of concentration-time profiles (which could be useful in chronomodulated chemotherapy) and over a range of PK conditions that mimic the PK variability observed clinically. In one set of experiments, BSA-based dosing resulted in a concentration 7 times above the target range, while CLAUDIA keeps the concentration of 5-FU in or near the targeted range. Further, we demonstrate that CLAUDIA is cost effective compared to BSA-based dosing. CONCLUSIONS: We anticipate that CLAUDIA could be rapidly translated to the clinic to enable physicians to control the plasma concentration of chemotherapy in their patients. FUNDING: This work was supported by MIT's Karl van Tassel (1925) Career Development Professorship and Department of Mechanical Engineering and the Bridge Project, a partnership between the Koch Institute for Integrative Cancer Research at MIT and the Dana-Farber/Harvard Cancer Center.

2.
J Biomol Tech ; 29(2): 39-45, 2018 07.
Article in English | MEDLINE | ID: mdl-29977167

ABSTRACT

This report presents the results from the 2016 Association of Biomolecular Resource Facilities Proteome Informatics Research Group (iPRG) study on proteoform inference and false discovery rate (FDR) estimation from bottom-up proteomics data. For this study, 3 replicate Q Exactive Orbitrap liquid chromatography-tandom mass spectrometry datasets were generated from each of 4 Escherichia coli samples spiked with different equimolar mixtures of small recombinant proteins selected to mimic pairs of homologous proteins. Participants were given raw data and a sequence file and asked to identify the proteins and provide estimates on the FDR at the proteoform level. As part of this study, we tested a new submission system with a format validator running on a virtual private server (VPS) and allowed methods to be provided as executable R Markdown or IPython Notebooks. The task was perceived as difficult, and only eight unique submissions were received, although those who participated did well with no one method performing best on all samples. However, none of the submissions included a complete Markdown or Notebook, even though examples were provided. Future iPRG studies need to be more successful in promoting and encouraging participation. The VPS and submission validator easily scale to much larger numbers of participants in these types of studies. The unique "ground-truth" dataset for proteoform identification generated for this study is now available to the research community, as are the server-side scripts for validating and managing submissions.


Subject(s)
Computational Biology/trends , Databases, Factual , Proteome/genetics , Proteomics/trends , Chromatography, Liquid , Escherichia coli/genetics , Humans , Software , Tandem Mass Spectrometry
3.
Proteomics Clin Appl ; 12(5): e1700157, 2018 09.
Article in English | MEDLINE | ID: mdl-29573172

ABSTRACT

PURPOSE: Autosomal dominant polycystic kidney disease (ADPKD) is a life-long disease in which the genes responsible are known, but the pathogenesis of cyst formation and cyst growth are not understood. Cyst growth ultimately leads to end-stage renal failure in most patients. Analysis of the urinary proteome offers the potential to identify proteins that indicate the presence of cysts (and thus provides diagnosis) as well as the rates of cyst growth (providing prognostic information). EXPERIMENTAL DESIGN: A scheduled parallel reaction monitoring (sPRM) assay is performed on urine samples from 14 patients and 18 normal controls. For relative quantification, stable isotope-labeled synthetic peptides are spiked in the urinary protein digests prior to data collection. The data are subsequently normalized to creatinine and protein concentration in the respective urine samples to control for variations in water intake between individuals. RESULTS: Out of the 143 urinary proteins targeted for sPRM assay, 69 proteins are observed to be significantly dysregulated in ADPKD. The dysregulated proteins are used to cluster ADPKD patients into those who are more or less similar to normal controls. CONCLUSIONS AND CLINICAL RELEVANCE: This study shows that sPRM is a promising approach to rapidly screen large numbers of proteins in urine in order to provide earlier diagnosis and potentially better understand the pathogenesis of ADPKD development and progression.


Subject(s)
Biomarkers/urine , Polycystic Kidney, Autosomal Dominant/urine , Proteins/genetics , Urine/chemistry , Female , Humans , Kidney/metabolism , Kidney/pathology , Male , Polycystic Kidney, Autosomal Dominant/genetics , Polycystic Kidney, Autosomal Dominant/pathology , Proteins/chemistry , Proteome/genetics
4.
Elife ; 62017 06 14.
Article in English | MEDLINE | ID: mdl-28613156

ABSTRACT

ARPP-16, ARPP-19, and ENSA are inhibitors of protein phosphatase PP2A. ARPP-19 and ENSA phosphorylated by Greatwall kinase inhibit PP2A during mitosis. ARPP-16 is expressed in striatal neurons where basal phosphorylation by MAST3 kinase inhibits PP2A and regulates key components of striatal signaling. The ARPP-16/19 proteins were discovered as substrates for PKA, but the function of PKA phosphorylation is unknown. We find that phosphorylation by PKA or MAST3 mutually suppresses the ability of the other kinase to act on ARPP-16. Phosphorylation by PKA also acts to prevent inhibition of PP2A by ARPP-16 phosphorylated by MAST3. Moreover, PKA phosphorylates MAST3 at multiple sites resulting in its inhibition. Mathematical modeling highlights the role of these three regulatory interactions to create a switch-like response to cAMP. Together, the results suggest a complex antagonistic interplay between the control of ARPP-16 by MAST3 and PKA that creates a mechanism whereby cAMP mediates PP2A disinhibition.


Subject(s)
Cyclic AMP-Dependent Protein Kinases/metabolism , Cyclic AMP/metabolism , Gene Expression Regulation , Microtubule-Associated Proteins/metabolism , Phosphoproteins/metabolism , Protein Phosphatase 2/metabolism , Protein Serine-Threonine Kinases/metabolism , HEK293 Cells , Humans
5.
Proteomics Clin Appl ; 11(7-8)2017 07.
Article in English | MEDLINE | ID: mdl-28261998

ABSTRACT

PURPOSE: Development of delayed graft function (DGF) following kidney transplant is associated with poor outcomes. An ability to rapidly identify patients with DGF versus those with immediate graft function (IGF) may facilitate the treatment of DGF and the research needed to improve prognosis. The purpose of this study was to use a Targeted Urine Proteome Assay to identify protein biomarkers of delayed recovery from kidney transplant. EXPERIMENTAL DESIGN: Potential biomarkers were identified using the Targeted Urine Proteome (MRM) Assay to interrogate the relative DGF/IGF levels of expression of 167 proteins in urine taken 12-18 h after kidney implantation from 21 DGF, 15 SGF (slow graft function), and 16 IGF patients. An iterative Random Forest analysis approach evaluated the relative importance of each biomarker, which was then used to identify an optimum biomarker panel that provided the maximum sensitivity and specificity with the least number of biomarkers. CONCLUSIONS AND CLINICAL RELEVANCE: Four proteins were identified that together distinguished DGF with a sensitivity of 77.4%, specificity of 82.6%, and AUC of 0.891. This panel represents an important step toward identifying DGF at an early stage so that more effective treatments can be developed to improve long-term graft outcomes.


Subject(s)
Delayed Graft Function/metabolism , Delayed Graft Function/urine , Kidney Transplantation/adverse effects , Proteomics , Urinalysis , Biomarkers/urine , Gene Expression Regulation , Humans
6.
eNeuro ; 3(4)2016.
Article in English | MEDLINE | ID: mdl-27559543

ABSTRACT

Nicotinic acetylcholine receptors (nAChRs) support the initiation and maintenance of smoking, but the long-term changes occurring in the protein complex as a result of smoking and the nicotine in tobacco are not known. Human studies and animal models have also demonstrated that increasing cholinergic tone increases behaviors related to depression, suggesting that the nAChR-associated proteome could be altered in individuals with mood disorders. We therefore immunopurified nAChRs and associated proteins for quantitative proteomic assessment of changes in protein-protein interactions of high-affinity nAChRs containing the ß2 subunit (ß2*-nAChRs) from either cortex of mice treated with saline or nicotine, or postmortem human temporal cortex tissue from tobacco-exposed and nonexposed individuals, with a further comparison of diagnosed mood disorder to control subjects. We observed significant effects of nicotine exposure on the ß2*-nAChR-associated proteome in human and mouse cortex, particularly in the abundance of the nAChR subunits themselves, as well as putative interacting proteins that make up core components of neuronal excitability (Na/K ATPase subunits), presynaptic neurotransmitter release (syntaxins, SNAP25, synaptotagmin), and a member of a known nAChR protein chaperone family (14-3-3ζ). These findings identify candidate-signaling proteins that could mediate changes in cholinergic signaling via nicotine or tobacco use. Further analysis of identified proteins will determine whether these interactions are essential for primary function of nAChRs at presynaptic terminals. The identification of differences in the nAChR-associated proteome and downstream signaling in subjects with various mood disorders may also identify novel etiological mechanisms and reveal new treatment targets.


Subject(s)
Cerebral Cortex/drug effects , Cerebral Cortex/metabolism , Nicotine/pharmacology , Nicotinic Agonists/pharmacology , Proteome/drug effects , Receptors, Nicotinic/metabolism , Animals , Cerebral Cortex/pathology , Cotinine/metabolism , Female , Humans , Mental Disorders/metabolism , Mental Disorders/pathology , Mice, Transgenic , Receptors, Nicotinic/genetics , Smoking/metabolism , Smoking/pathology , Tobacco Use Disorder/metabolism , Tobacco Use Disorder/pathology
7.
J Neurosci ; 36(29): 7613-27, 2016 07 20.
Article in English | MEDLINE | ID: mdl-27445140

ABSTRACT

UNLABELLED: Successful addiction treatment depends on maintaining long-term abstinence, making relapse prevention an essential therapeutic goal. However, exposure to environmental cues associated with drug use often thwarts abstinence efforts by triggering drug using memories that drive craving and relapse. We sought to develop a dual approach for weakening cocaine memories through phosphoproteomic identification of targets regulated in opposite directions by memory extinction compared with reconsolidation in male Sprague-Dawley rats that had been trained to self-administer cocaine paired with an audiovisual cue. We discovered a novel, inversely regulated, memory-dependent phosphorylation event on calcium-calmodulin-dependent kinase II α (CaMKIIα) at serine (S)331. Correspondingly, extinction-associated S331 phosphorylation inhibited CaMKIIα activity. Intra-basolateral amygdala inhibition of CaMKII promoted memory extinction and disrupted reconsolidation, leading to a reduction in subsequent cue-induced reinstatement. CaMKII inhibition had no effect if the memory was neither retrieved nor extinguished. Therefore, inhibition of CaMKII represents a novel mechanism for memory-based addiction treatment that leverages both extinction enhancement and reconsolidation disruption to reduce relapse-like behavior. SIGNIFICANCE STATEMENT: Preventing relapse to drug use is an important goal for the successful treatment of addictive disorders. Relapse-prevention therapies attempt to interfere with drug-associated memories, but are often hindered by unintentional memory strengthening. In this study, we identify phosphorylation events that are bidirectionally regulated by the reconsolidation versus extinction of a cocaine-associated memory, including a novel site on CaMKIIα. Additionally, using a rodent model of addiction, we show that CaMKII inhibition in the amygdala can reduce relapse-like behavior. Together, our data supports the existence of mechanisms that can be used to enhance current strategies for addiction treatment.


Subject(s)
Calcium-Calmodulin-Dependent Protein Kinase Type 2/metabolism , Cocaine/pharmacology , Conditioning, Operant/drug effects , Extinction, Psychological/drug effects , Memory/drug effects , 1-(5-Isoquinolinesulfonyl)-2-Methylpiperazine/analogs & derivatives , 1-(5-Isoquinolinesulfonyl)-2-Methylpiperazine/pharmacology , Amygdala/drug effects , Amygdala/metabolism , Animals , Benzylamines/pharmacology , Calcium-Calmodulin-Dependent Protein Kinase Type 2/genetics , Cues , Enzyme Inhibitors/pharmacology , HEK293 Cells , Humans , Male , Phosphorylation/drug effects , Proteomics , Rats , Rats, Sprague-Dawley , Self Administration , Serine/metabolism , Signal Transduction/drug effects , Sulfonamides/pharmacology
8.
Proteomics Clin Appl ; 10(1): 58-74, 2016 Jan.
Article in English | MEDLINE | ID: mdl-26220717

ABSTRACT

PURPOSE: Since human urine is the most readily available biofluid whose proteome changes in response to disease, it is a logical sample for identifying protein biomarkers for kidney diseases. EXPERIMENTAL DESIGN: Potential biomarkers were identified by using a multiproteomics workflow to compare urine proteomes of kidney transplant patients with immediate and delayed graft function. Differentially expressed proteins were identified, and corresponding stable isotope labeled internal peptide standards were synthesized for scheduled MRM. RESULTS: The Targeted Urine Proteome Assay (TUPA) was then developed by identifying those peptides for which there were at least two transitions for which interference in a urine matrix across 156 MRM runs was <30%. This resulted in an assay that monitors 224 peptides from 167 quantifiable proteins. CONCLUSIONS AND CLINICAL RELEVANCE: TUPA opens the way for using a robust mass spectrometric technology, MRM, for quantifying and validating biomarkers from among 167 urinary proteins. This approach, while developed using differentially expressed urinary proteins from patients with delayed versus immediate graft function after kidney transplant, can be expanded to include differentially expressed urinary proteins in multiple kidney diseases. Thus, TUPA could provide a single assay to help diagnose, prognose, and manage many kidney diseases.


Subject(s)
Kidney Transplantation , Polycystic Kidney Diseases/urine , Proteinuria/urine , Proteome/metabolism , Proteomics/methods , Renal Insufficiency, Chronic/urine , Biomarkers , Female , Humans , Male , Mass Spectrometry/methods
9.
Dev Neurosci ; 37(6): 476-88, 2015.
Article in English | MEDLINE | ID: mdl-26068561

ABSTRACT

Conflicting reports are available with regard to the effects of childhood abuse and neglect on hippocampal function in children. While earlier imaging studies and some animal work have suggested that the effects of early-life stress (ELS) manifest only in adulthood, more recent studies have documented impaired hippocampal function in maltreated children and adolescents. Additional work using animal modes is needed to clarify the effects of ELS on hippocampal development. In this regard, genomic, proteomic, and molecular tools uniquely available in the mouse make it a particularly attractive model system to study this issue. However, very little work has been done so far to characterize the effects of ELS on hippocampal development in the mouse. To address this issue, we examined the effects of brief daily separation (BDS), a mouse model of ELS that impairs hippocampal-dependent memory in adulthood, on hippocampal development in 28-day-old juvenile mice. This age was chosen because it corresponds to the developmental period in which human imaging studies have revealed abnormal hippocampal development in maltreated children. Exposure to BDS caused a significant decrease in the total protein content of synaptosomes harvested from the hippocampus of 28-day-old male and female mice, suggesting that BDS impairs normal synaptic development in the juvenile hippocampus. Using a novel liquid chromatography multiple reaction monitoring mass spectrometry (LC-MRM) assay, we found decreased expression of many synaptic proteins, as well as proteins involved in axonal growth, myelination, and mitochondrial activity. Golgi staining in 28-day-old BDS mice showed an increase in the number of immature and abnormally shaped spines and a decrease in the number of mature spines in CA1 neurons, consistent with defects in synaptic maturation and synaptic pruning at this age. In 14-day-old pups, BDS deceased the expression of proteins involved in axonal growth and myelination, but did not affect the total protein content of synaptosomes harvested from the hippocampus, or protein levels of other synaptic markers. These results add two important findings to previous work in the field. First, our findings demonstrate that in 28-day-old juvenile mice, BDS impairs synaptic maturation and reduces the expression of proteins that are necessary for axonal growth, myelination, and mitochondrial function. Second, the results suggest a sequential model in which BDS impairs normal axonal growth and myelination before it disrupts synaptic maturation in the juvenile hippocampus.


Subject(s)
Hippocampus/growth & development , Hippocampus/pathology , Stress, Psychological/physiopathology , Animals , Blotting, Western , Chromatography, Liquid , Disease Models, Animal , Female , Male , Mass Spectrometry , Maternal Deprivation , Mice , Mice, Inbred BALB C
10.
Proteomics ; 15(17): 2983-98, 2015 Sep.
Article in English | MEDLINE | ID: mdl-25930988

ABSTRACT

Transmissible encephalopathies (TSEs), such as Creutzfeldt-Jakob disease (CJD) and scrapie, are caused by infectious agents that provoke strain-specific patterns of disease. Misfolded host prion protein (PrP-res amyloid) is believed to be the causal infectious agent. However, particles that are stripped of PrP retain both high infectivity and viral proteins not detectable in uninfected mouse controls. We here detail host proteins bound with FU-CJD agent infectious brain particles by proteomic analysis. More than 98 proteins were differentially regulated, and 56 FU-CJD exclusive proteins were revealed after PrP, GFAP, C1q, ApoE, and other late pathologic response proteins were removed. Stripped FU-CJD particles revealed HSC70 (144× the uninfected control), cyclophilin B, an FU-CJD exclusive protein required by many viruses, and early endosome-membrane pathways known to facilitate viral processing, replication, and spread. Synaptosomal elements including synapsin-2 (at 33×) and AP180 (a major FU-CJD exclusive protein) paralleled the known ultrastructural location of 25 nm virus-like TSE particles and infectivity in synapses. Proteins without apparent viral or neurodegenerative links (copine-3), and others involved in viral-induced protein misfolding and aggregation, were also identified. Human sCJD brain particles contained 146 exclusive proteins, and heat shock, synaptic, and viral pathways were again prominent, in addition to Alzheimer, Parkinson, and Huntington aggregation proteins. Host proteins that bind TSE infectious particles can prevent host immune recognition and contribute to prolonged cross-species transmissions (the species barrier). Our infectious particle strategy, which reduces background sequences by >99%, emphasizes host targets for new therapeutic initiatives. Such therapies can simultaneously subvert common pathways of neurodegeneration.


Subject(s)
Brain/metabolism , Creutzfeldt-Jakob Syndrome/metabolism , Proteins/metabolism , Animals , Brain/physiopathology , Case-Control Studies , Cyclin-Dependent Kinase Inhibitor p18/metabolism , Cyclophilins/metabolism , HSC70 Heat-Shock Proteins/metabolism , Humans , Mice , Prions/metabolism , Proteins/analysis , Proteomics/methods
11.
Circ Res ; 116(10): 1670-9, 2015 May 08.
Article in English | MEDLINE | ID: mdl-25801896

ABSTRACT

RATIONALE: Early graft inflammation enhances both acute and chronic rejection of heart transplants, but it is unclear how this inflammation is initiated. OBJECTIVE: To identify specific inflammatory modulators and determine their underlying molecular mechanisms after cardiac transplantation. METHODS AND RESULTS: We used a murine heterotopic cardiac transplant model to identify inflammatory modulators of early graft inflammation. Unbiased mass spectrometric analysis of cardiac tissue before and ≤72 hours after transplantation revealed that 22 proteins including haptoglobin, a known antioxidant, are significantly upregulated in our grafts. Through the use of haptoglobin-deficient mice, we show that 80% of haptoglobin-deficient recipients treated with perioperative administration of the costimulatory blocking agent CTLA4 immunoglobulin exhibited >100-day survival of full major histocompatibility complex mismatched allografts, whereas all similarly treated wild-type recipients rejected their transplants by 21 days after transplantation. We found that haptoglobin modifies the intra-allograft inflammatory milieu by enhancing levels of the inflammatory cytokine interleukin-6 and the chemokine MIP-2 (macrophage inflammatory protein 2) but impair levels of the immunosuppressive cytokine interleukin-10. Haptoglobin also enhances dendritic cell graft recruitment and augments antidonor T-cell responses. Moreover, we confirmed that the protein is present in human cardiac allograft specimens undergoing acute graft rejection. CONCLUSIONS: Our findings provide new insights into the mechanisms of inflammation after cardiac transplantation and suggest that, in contrast to its prior reported antioxidant function in vascular inflammation, haptoglobin is an enhancer of inflammation after cardiac transplantation. Haptoglobin may also be a key component in other sterile inflammatory conditions.


Subject(s)
Graft Rejection/immunology , Haptoglobins/immunology , Heart Transplantation/adverse effects , Inflammation Mediators/immunology , Inflammation/immunology , Myocardium/immunology , Abatacept , Animals , Cell Proliferation , Cells, Cultured , Chemokine CXCL2/metabolism , Dendritic Cells/immunology , Dendritic Cells/metabolism , Disease Models, Animal , Female , Graft Rejection/blood , Graft Rejection/genetics , Graft Rejection/pathology , Graft Rejection/prevention & control , Haptoglobins/metabolism , Humans , Immunoconjugates/pharmacology , Immunosuppressive Agents/pharmacology , Inflammation/blood , Inflammation/pathology , Inflammation Mediators/blood , Interferon-gamma/metabolism , Interleukin-10/metabolism , Interleukin-6/metabolism , Lymphocyte Activation , Male , Mass Spectrometry , Mice, Inbred BALB C , Mice, Inbred C57BL , Mice, Knockout , Myeloid Differentiation Factor 88/deficiency , Myeloid Differentiation Factor 88/genetics , Myocardium/metabolism , Myocardium/pathology , Proteomics/methods , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Time Factors
12.
Genomics Proteomics Bioinformatics ; 13(1): 25-35, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25712262

ABSTRACT

We report a significantly-enhanced bioinformatics suite and database for proteomics research called Yale Protein Expression Database (YPED) that is used by investigators at more than 300 institutions worldwide. YPED meets the data management, archival, and analysis needs of a high-throughput mass spectrometry-based proteomics research ranging from a single laboratory, group of laboratories within and beyond an institution, to the entire proteomics community. The current version is a significant improvement over the first version in that it contains new modules for liquid chromatography-tandem mass spectrometry (LC-MS/MS) database search results, label and label-free quantitative proteomic analysis, and several scoring outputs for phosphopeptide site localization. In addition, we have added both peptide and protein comparative analysis tools to enable pairwise analysis of distinct peptides/proteins in each sample and of overlapping peptides/proteins between all samples in multiple datasets. We have also implemented a targeted proteomics module for automated multiple reaction monitoring (MRM)/selective reaction monitoring (SRM) assay development. We have linked YPED's database search results and both label-based and label-free fold-change analysis to the Skyline Panorama repository for online spectra visualization. In addition, we have built enhanced functionality to curate peptide identifications into an MS/MS peptide spectral library for all of our protein database search identification results.


Subject(s)
Chromatography, Liquid/methods , Computational Biology/methods , Databases, Protein , Peptide Fragments/analysis , Proteome/analysis , Proteomics/methods , Tandem Mass Spectrometry/methods , Humans
13.
Chem Res Toxicol ; 28(4): 729-37, 2015 Apr 20.
Article in English | MEDLINE | ID: mdl-25635619

ABSTRACT

Isocyanates have been a leading chemical cause of occupational asthma since their utility for generating polyurethane was first recognized over 60 years ago, yet the mechanisms of isocyanate asthma pathogenesis remain unclear. The present study provides in vivo evidence that a GSH mediated pathway underlies asthma-like eosinophilic inflammatory responses to respiratory tract isocyanate exposure. In naïve mice, a mixture of GSH reaction products with the chemical allergen, methylene-diphenyl diisocyanate (MDI), induced innate immune responses, characterized by significantly increased airway levels of Chitinase YM-1 and IL-12/IL-23ß (but not α) subunit. However, in mice immunologically sensitized to MDI via prior skin exposure, identical GSH-MDI doses induced substantially greater inflammatory responses, including significantly increased airway eosinophil numbers and mucus production, along with IL-12/IL-23ß, chitinases, and other indicators of alternative macrophage activation. The "self"-protein albumin in mouse airway fluid was uniquely modified by GSH-MDI at position (414)K, a preferred site of MDI reactivity on human albumin. The (414)K-MDI conjugation appears to covalently cross-link GSH to albumin via GSH's NH2-terminus, a unique conformation possibly resulting from cyclized mono(GSH)-MDI or asymmetric (S,N'-linked) bis(GSH)-MDI conjugates. Together, the data support a possible thiol mediated transcarbamoylating mechanism linking MDI exposure to pathogenic eosinophilic inflammatory responses.


Subject(s)
Allergens/toxicity , Eosinophils/drug effects , Glutathione/metabolism , Inflammation/chemically induced , Isocyanates/toxicity , Macrophage Activation/drug effects , Trachea/drug effects , Animals , Bronchoalveolar Lavage Fluid , Humans , Infant , Mice , Mice, Inbred BALB C
14.
Proteomics ; 15(7): 1202-14, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25476245

ABSTRACT

We present a comprehensive workflow for large scale (>1000 transitions/run) label-free LC-MRM proteome assays. Innovations include automated MRM transition selection, intelligent retention time scheduling that improves S/N by twofold, and automatic peak modeling. Improvements to data analysis include a novel Q/C metric, normalized group area ratio, MLR normalization, weighted regression analysis, and data dissemination through the Yale protein expression database. As a proof of principle we developed a robust 90 min LC-MRM assay for mouse/rat postsynaptic density fractions which resulted in the routine quantification of 337 peptides from 112 proteins based on 15 observations per protein. Parallel analyses with stable isotope dilution peptide standards (SIS), demonstrate very high correlation in retention time (1.0) and protein fold change (0.94) between the label-free and SIS analyses. Overall, our method achieved a technical CV of 11.4% with >97.5% of the 1697 transitions being quantified without user intervention, resulting in a highly efficient, robust, and single injection LC-MRM assay.


Subject(s)
Nerve Tissue Proteins/chemistry , Proteome/chemistry , Synapses/chemistry , Animals , Brain Chemistry , Chromatography, High Pressure Liquid , Nerve Tissue Proteins/isolation & purification , Post-Synaptic Density/chemistry , Proteome/isolation & purification , Proteomics , Rats , Tandem Mass Spectrometry
15.
J Proteome Res ; 13(9): 4205-10, 2014 Sep 05.
Article in English | MEDLINE | ID: mdl-25102069

ABSTRACT

Panorama is a web application for storing, sharing, analyzing, and reusing targeted assays created and refined with Skyline,1 an increasingly popular Windows client software tool for targeted proteomics experiments. Panorama allows laboratories to store and organize curated results contained in Skyline documents with fine-grained permissions, which facilitates distributed collaboration and secure sharing of published and unpublished data via a web-browser interface. It is fully integrated with the Skyline workflow and supports publishing a document directly to a Panorama server from the Skyline user interface. Panorama captures the complete Skyline document information content in a relational database schema. Curated results published to Panorama can be aggregated and exported as chromatogram libraries. These libraries can be used in Skyline to pick optimal targets in new experiments and to validate peak identification of target peptides. Panorama is open-source and freely available. It is distributed as part of LabKey Server,2 an open source biomedical research data management system. Laboratories and organizations can set up Panorama locally by downloading and installing the software on their own servers. They can also request freely hosted projects on https://panoramaweb.org , a Panorama server maintained by the Department of Genome Sciences at the University of Washington.


Subject(s)
Databases, Protein , Knowledge Bases , Proteomics/methods , Software , Internet , Mass Spectrometry
16.
Biology (Basel) ; 3(2): 383-402, 2014 Jun 05.
Article in English | MEDLINE | ID: mdl-24905083

ABSTRACT

Multiple Reaction Monitoring (MRM) conducted on a triple quadrupole mass spectrometer allows researchers to quantify the expression levels of a set of target proteins. Each protein is often characterized by several unique peptides that can be detected by monitoring predetermined fragment ions, called transitions, for each peptide. Concatenating large numbers of MRM transitions into a single assay enables simultaneous quantification of hundreds of peptides and proteins. In recognition of the important role that MRM can play in hypothesis-driven research and its increasing impact on clinical proteomics, targeted proteomics such as MRM was recently selected as the Nature Method of the Year. However, there are many challenges in MRM applications, especially data pre­processing where many steps still rely on manual inspection of each observation in practice. In this paper, we discuss an analysis pipeline to automate MRM data pre­processing. This pipeline includes data quality assessment across replicated samples, outlier detection, identification of inaccurate transitions, and data normalization. We demonstrate the utility of our pipeline through its applications to several real MRM data sets.

17.
Genomics Proteomics Bioinformatics ; 11(4): 207-18, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23891776

ABSTRACT

Neuronal nicotinic acetylcholine receptors (nAChRs) containing α4 and ß2 subunits are the principal receptors in the mammalian central nervous system that bind nicotine with high affinity. These nAChRs are involved in nicotine dependence, mood disorders, neurodegeneration and neuroprotection. However, our understanding of the interactions between α4ß2-containing (α4ß2(∗)) nAChRs and other proteins remains limited. In this study, we identified proteins that interact with α4ß2(∗) nAChRs in a genedose dependent pattern by immunopurifying ß2(∗) nAChRs from mice that differ in α4 and ß2 subunit expression and performing proteomic analysis using isobaric tags for relative and absolute quantitation (iTRAQ). Reduced expression of either the α4 or the ß2 subunit results in a correlated decline in the expression of a number of putative interacting proteins. We identified 208 proteins co-immunoprecipitated with these nAChRs. Furthermore, stratified linear regression analysis indicated that levels of 17 proteins was correlated significantly with expression of α4ß2 nAChRs, including proteins involved in cytoskeletal rearrangement and calcium signaling. These findings represent the first application of quantitative proteomics to produce a ß2(∗) nAChR interactome and describe a novel technique used to discover potential targets for pharmacological manipulation of α4ß2 nAChRs and their downstream signaling mechanisms.


Subject(s)
Proteome/analysis , Proteomics/methods , Receptors, Nicotinic/metabolism , Animals , Brain/metabolism , Chromatography, Liquid , Mice , Mice, Inbred C57BL , Mice, Transgenic , Nicotine/pharmacology , Protein Binding , Proteome/metabolism , Receptors, Nicotinic/genetics , Tandem Mass Spectrometry
18.
Methods ; 61(3): 287-98, 2013 Jun 15.
Article in English | MEDLINE | ID: mdl-23702368

ABSTRACT

Selective or Multiple Reaction monitoring (SRM/MRM) is a liquid-chromatography (LC)/tandem-mass spectrometry (MS/MS) method that enables the quantitation of specific proteins in a sample by analyzing precursor ions and the fragment ions of their selected tryptic peptides. Instrumentation software has advanced to the point that thousands of transitions (pairs of primary and secondary m/z values) can be measured in a triple quadrupole instrument coupled to an LC, by a well-designed scheduling and selection of m/z windows. The design of a good MRM assay relies on the availability of peptide spectra from previous discovery-phase LC-MS/MS studies. The tedious aspect of manually developing and processing MRM assays involving thousands of transitions has spurred to development of software tools to automate this process. Software packages have been developed for project management, assay development, assay validation, data export, peak integration, quality assessment, and biostatistical analysis. No single tool provides a complete end-to-end solution, thus this article reviews the current state and discusses future directions of these software tools in order to enable researchers to combine these tools for a comprehensive targeted proteomics workflow.


Subject(s)
Chromatography, Liquid/statistics & numerical data , Peptide Fragments/analysis , Proteins/analysis , Proteomics/statistics & numerical data , Software , Tandem Mass Spectrometry/statistics & numerical data , Animals , Chromatography, Liquid/methods , Chromatography, Liquid/standards , Humans , Ions , Proteomics/methods , Proteomics/standards , Tandem Mass Spectrometry/methods , Tandem Mass Spectrometry/standards
19.
Proteomics ; 13(6): 904-9, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23319436

ABSTRACT

Proteomics is a rapidly transforming interdisciplinary field of research that embraces a diverse set of analytical approaches to tackle problems in fundamental and applied biology. This viewpoint article highlights the benefits of interlaboratory studies and standardization initiatives to enable investigators to address many of the challenges found in proteomics research. Among these initiatives, we discuss our efforts on a comprehensive performance standard for characterizing PTMs by MS that was recently developed by the Association of Biomolecular Resource Facilities (ABRF) Proteomics Standards Research Group (sPRG).


Subject(s)
Laboratories/standards , Mass Spectrometry/standards , Protein Processing, Post-Translational , Proteomics , Cooperative Behavior , Guidelines as Topic , Humans , Proteome/metabolism , Reference Standards
20.
Neuron ; 74(1): 136-50, 2012 Apr 12.
Article in English | MEDLINE | ID: mdl-22500636

ABSTRACT

Cysteine string protein α (CSPα), a presynaptic cochaperone for Hsc70, is required for synapse maintenance. Deletion of CSPα leads to neuronal dysfunction, synapse loss, and neurodegeneration. We utilized unbiased, systematic proteomics to identify putative CSPα protein clients. We found 22 such proteins whose levels are selectively decreased in CSPα knockout synapses. Of these putative CSPα protein clients, two directly bind to the CSPα chaperone complex and are bona fide clients. They are the t-SNARE SNAP-25 and the GTPase dynamin 1, which are necessary for synaptic vesicle fusion and fission, respectively. Using hippocampal cultures, we show that CSPα regulates the stability of client proteins and synaptic vesicle number. Our analysis of CSPα-dynamin 1 interactions reveals unexpectedly that CSPα regulates the polymerization of dynamin 1. CSPα, therefore, participates in synaptic vesicle endocytosis and may facilitate exo- and endocytic coupling. These findings advance the understanding of how synapses are functionally and structurally maintained.


Subject(s)
Alzheimer Disease/metabolism , Dynamin I/metabolism , HSP40 Heat-Shock Proteins/metabolism , Membrane Proteins/metabolism , Synapses/metabolism , Synaptosomal-Associated Protein 25/metabolism , Animals , Brain/cytology , Brain/metabolism , Case-Control Studies , Cells, Cultured , Endocytosis/physiology , Humans , Matched-Pair Analysis , Mice , Mice, Knockout , Nerve Tissue Proteins/classification , Nerve Tissue Proteins/metabolism , Neurons/cytology , Neurons/metabolism , Proteomics , Reference Values , Synaptosomes/metabolism
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