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1.
Nature ; 606(7913): 382-388, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35614220

RESUMO

Mitochondria are epicentres of eukaryotic metabolism and bioenergetics. Pioneering efforts in recent decades have established the core protein componentry of these organelles1 and have linked their dysfunction to more than 150 distinct disorders2,3. Still, hundreds of mitochondrial proteins lack clear functions4, and the underlying genetic basis for approximately 40% of mitochondrial disorders remains unresolved5. Here, to establish a more complete functional compendium of human mitochondrial proteins, we profiled more than 200 CRISPR-mediated HAP1 cell knockout lines using mass spectrometry-based multiomics analyses. This effort generated approximately 8.3 million distinct biomolecule measurements, providing a deep survey of the cellular responses to mitochondrial perturbations and laying a foundation for mechanistic investigations into protein function. Guided by these data, we discovered that PIGY upstream open reading frame (PYURF) is an S-adenosylmethionine-dependent methyltransferase chaperone that supports both complex I assembly and coenzyme Q biosynthesis and is disrupted in a previously unresolved multisystemic mitochondrial disorder. We further linked the putative zinc transporter SLC30A9 to mitochondrial ribosomes and OxPhos integrity and established RAB5IF as the second gene harbouring pathogenic variants that cause cerebrofaciothoracic dysplasia. Our data, which can be explored through the interactive online MITOMICS.app resource, suggest biological roles for many other orphan mitochondrial proteins that still lack robust functional characterization and define a rich cell signature of mitochondrial dysfunction that can support the genetic diagnosis of mitochondrial diseases.


Assuntos
Mitocôndrias , Proteínas Mitocondriais , Proteínas de Transporte de Cátions , Proteínas de Ciclo Celular , Metabolismo Energético , Humanos , Espectrometria de Massas , Mitocôndrias/genética , Mitocôndrias/metabolismo , Doenças Mitocondriais/genética , Doenças Mitocondriais/metabolismo , Proteínas Mitocondriais/genética , Proteínas Mitocondriais/metabolismo , Fatores de Transcrição , Proteínas rab5 de Ligação ao GTP
2.
Mol Cell Proteomics ; 23(4): 100742, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38401707

RESUMO

Therapeutic RNAs are routinely modified during their synthesis to ensure proper drug uptake, stability, and efficacy. Phosphorothioate (PS) RNA, molecules in which one or more backbone phosphates are modified with a sulfur atom in place of standard nonbridging oxygen, is one of the most common modifications because of ease of synthesis and pharmacokinetic benefits. Quality assessment of RNA synthesis, including modification incorporation, is essential for drug selectivity and performance, and the synthetic nature of the PS linkage incorporation often reveals impurities. Here, we present a comprehensive analysis of PS RNA via tandem mass spectrometry (MS). We show that activated ion-negative electron transfer dissociation MS/MS is especially useful in diagnosing PS incorporation, producing diagnostic a- and z-type ions at PS linkage sites, beyond the standard d- and w-type ions. Analysis using resonant and beam-type collision-based activation reveals that, overall, more intense sequence ions and base-loss ions result when a PS modification is present. Furthermore, we report increased detection of b- and x-type product ions at sites of PS incorporation, in addition to the standard c- and y-type ions. This work reveals that the gas-phase chemical stability afforded by sulfur alters RNA dissociation and necessitates inclusion of additional product ions for MS/MS of PS RNA.


Assuntos
RNA , Espectrometria de Massas em Tandem , Espectrometria de Massas em Tandem/métodos , RNA/metabolismo , Oligonucleotídeos Fosforotioatos/química
3.
PLoS Pathog ; 19(7): e1011492, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37459363

RESUMO

HIV-1 spreads efficiently through direct cell-to-cell transmission at virological synapses (VSs) formed by interactions between HIV-1 envelope proteins (Env) on the surface of infected cells and CD4 receptors on uninfected target cells. Env-CD4 interactions bring the infected and uninfected cellular membranes into close proximity and induce transport of viral and cellular factors to the VS for efficient virion assembly and HIV-1 transmission. Using novel, cell-specific stable isotope labeling and quantitative mass spectrometric proteomics, we identified extensive changes in the levels and phosphorylation states of proteins in HIV-1 infected producer cells upon mixing with CD4+ target cells under conditions inducing VS formation. These coculture-induced alterations involved multiple cellular pathways including transcription, TCR signaling and, unexpectedly, cell cycle regulation, and were dominated by Env-dependent responses. We confirmed the proteomic results using inhibitors targeting regulatory kinases and phosphatases in selected pathways identified by our proteomic analysis. Strikingly, inhibiting the key mitotic regulator Aurora kinase B (AURKB) in HIV-1 infected cells significantly increased HIV activity in cell-to-cell fusion and transmission but had little effect on cell-free infection. Consistent with this, we found that AURKB regulates the fusogenic activity of HIV-1 Env. In the Jurkat T cell line and primary T cells, HIV-1 Env:CD4 interaction also dramatically induced cell cycle-independent AURKB relocalization to the centromere, and this signaling required the long (150 aa) cytoplasmic C-terminal domain (CTD) of Env. These results imply that cytoplasmic/plasma membrane AURKB restricts HIV-1 envelope fusion, and that this restriction is overcome by Env CTD-induced AURKB relocalization. Taken together, our data reveal a new signaling pathway regulating HIV-1 cell-to-cell transmission and potential new avenues for therapeutic intervention through targeting the Env CTD and AURKB activity.


Assuntos
Infecções por HIV , HIV-1 , Humanos , HIV-1/fisiologia , Aurora Quinase B/metabolismo , Proteômica , Linfócitos T CD4-Positivos/metabolismo , Antígenos CD4/metabolismo , Infecções por HIV/metabolismo
4.
Mol Cell ; 63(4): 608-620, 2016 08 18.
Artigo em Inglês | MEDLINE | ID: mdl-27499294

RESUMO

The UbiB protein kinase-like (PKL) family is widespread, comprising one-quarter of microbial PKLs and five human homologs, yet its biochemical activities remain obscure. COQ8A (ADCK3) is a mammalian UbiB protein associated with ubiquinone (CoQ) biosynthesis and an ataxia (ARCA2) through unclear means. We show that mice lacking COQ8A develop a slowly progressive cerebellar ataxia linked to Purkinje cell dysfunction and mild exercise intolerance, recapitulating ARCA2. Interspecies biochemical analyses show that COQ8A and yeast Coq8p specifically stabilize a CoQ biosynthesis complex through unorthodox PKL functions. Although COQ8 was predicted to be a protein kinase, we demonstrate that it lacks canonical protein kinase activity in trans. Instead, COQ8 has ATPase activity and interacts with lipid CoQ intermediates, functions that are likely conserved across all domains of life. Collectively, our results lend insight into the molecular activities of the ancient UbiB family and elucidate the biochemical underpinnings of a human disease.


Assuntos
Comportamento Animal , Ataxia Cerebelar/enzimologia , Cerebelo/enzimologia , Proteínas Mitocondriais/deficiência , Músculo Esquelético/enzimologia , Ubiquinona/deficiência , Animais , Células COS , Ataxia Cerebelar/genética , Ataxia Cerebelar/fisiopatologia , Ataxia Cerebelar/psicologia , Cerebelo/fisiopatologia , Cerebelo/ultraestrutura , Chlorocebus aethiops , Modelos Animais de Doenças , Tolerância ao Exercício , Feminino , Predisposição Genética para Doença , Células HEK293 , Humanos , Metabolismo dos Lipídeos , Masculino , Aprendizagem em Labirinto , Camundongos Endogâmicos C57BL , Camundongos Knockout , Proteínas Mitocondriais/química , Proteínas Mitocondriais/genética , Modelos Moleculares , Atividade Motora , Força Muscular , Músculo Esquelético/fisiopatologia , Fenótipo , Ligação Proteica , Conformação Proteica , Proteômica/métodos , Reconhecimento Psicológico , Teste de Desempenho do Rota-Rod , Saccharomyces cerevisiae/enzimologia , Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/metabolismo , Convulsões/enzimologia , Convulsões/genética , Convulsões/fisiopatologia , Relação Estrutura-Atividade , Fatores de Tempo , Transfecção , Ubiquinona/química , Ubiquinona/genética
5.
Blood ; 137(23): 3259-3271, 2021 06 10.
Artigo em Inglês | MEDLINE | ID: mdl-33512434

RESUMO

Early T-cell precursor acute lymphoblastic leukemia (ETP-ALL) is an aggressive subtype of T-cell ALL. Although genetic mutations hyperactivating cytokine receptor/Ras signaling are prevalent in ETP-ALL, it remains unknown how activated Ras signaling contributes to ETP-ALL. Here, we find that in addition to the frequent oncogenic RAS mutations, wild-type (WT) KRAS transcript level was significantly downregulated in human ETP-ALL cells. Similarly, loss of WT Kras in NrasQ61R/+ mice promoted hyperactivation of extracellular signal-regulated kinase (ERK) signaling, thymocyte hyperproliferation, and expansion of the ETP compartment. Kras-/-; NrasQ61R/+ mice developed early onset of T-cell malignancy that recapitulates many biological and molecular features of human ETP-ALL. Mechanistically, RNA-sequencing analysis and quantitative proteomics study identified that Rasgrp1, a Ras guanine nucleotide exchange factor, was greatly downregulated in mouse and human ETP-ALL. Unexpectedly, hyperactivated Nras/ERK signaling suppressed Rasgrp1 expression and reduced Rasgrp1 level led to increased ERK signaling, thereby establishing a positive feedback loop to augment Nras/ERK signaling and promote cell proliferation. Corroborating our cell line data, Rasgrp1 haploinsufficiency induced Rasgrp1 downregulation and increased phosphorylated ERK level and ETP expansion in NrasQ61R/+ mice. Our study identifies Rasgrp1 as a negative regulator of Ras/ERK signaling in oncogenic Nras-driven ETP-like leukemia.


Assuntos
Regulação para Baixo , Regulação Leucêmica da Expressão Gênica , Fatores de Troca do Nucleotídeo Guanina , Proteínas Monoméricas de Ligação ao GTP , Mutação de Sentido Incorreto , Leucemia-Linfoma Linfoblástico de Células T Precursoras , Proteínas Proto-Oncogênicas p21(ras)/deficiência , Substituição de Aminoácidos , Animais , Proliferação de Células/genética , Fatores de Troca do Nucleotídeo Guanina/genética , Fatores de Troca do Nucleotídeo Guanina/metabolismo , Humanos , Sistema de Sinalização das MAP Quinases/genética , Camundongos , Camundongos Knockout , Proteínas Monoméricas de Ligação ao GTP/genética , Proteínas Monoméricas de Ligação ao GTP/metabolismo , Leucemia-Linfoma Linfoblástico de Células T Precursoras/genética , Leucemia-Linfoma Linfoblástico de Células T Precursoras/metabolismo , Leucemia-Linfoma Linfoblástico de Células T Precursoras/patologia , Proteínas Proto-Oncogênicas p21(ras)/metabolismo
6.
Anal Chem ; 94(4): 1965-1973, 2022 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-35044165

RESUMO

While much effort has been placed on comprehensive quantitative proteome analysis, certain applications demand the measurement of only a few target proteins from complex systems. Traditional approaches to targeted proteomics rely on nanoliquid chromatography (nLC) and targeted mass spectrometry (MS) methods, e.g., parallel reaction monitoring (PRM). However, the time requirement for nLC can limit the throughput of targeted proteomics. To achieve rapid and high-throughput targeted methods, here we show that nLC separations can be eliminated and replaced with direct infusion shotgun proteome analysis (DISPA) using high-field asymmetric waveform ion mobility spectrometry (FAIMS) with PRM. We demonstrate the application of DISPA-PRM for rapid targeted quantification of bacterial enzymes utilized in the production of biofuels by monitoring temporal expression in 72 metabolically engineered bacterial cultures in less than 2.5 h, with a measured dynamic range >1200-fold. We conclude that DISPA-PRM presents a valuable innovative tool with results comparable to nLC-MS/MS, enabling fast and rapid detection of targeted proteins in complex mixtures.


Assuntos
Proteoma , Espectrometria de Massas em Tandem , Espectrometria de Mobilidade Iônica , Proteoma/análise , Proteômica/métodos
7.
Anal Chem ; 93(26): 9166-9173, 2021 07 06.
Artigo em Inglês | MEDLINE | ID: mdl-34161073

RESUMO

Post-translational modifications (PTMs) that impact the safety or efficacy of protein therapeutics are critical quality attributes (CQAs) that need to be controlled to ensure product quality. Peptide mapping with online mass spectrometry (MS) is a powerful tool that has been used for many years to monitor PTM CQAs during product development. However, operating peptide mapping methods with high-resolution mass spectrometers in GMP compliant, commercial quality control (QC) labs can be difficult. Peptide mapping is also required as an identity test in several countries. To address these two different needs, we utilized high-resolution peptide mapping for comprehensive characterization during development and then developed and validated a targeted multi-attribute monitoring (MAM) method using the low-resolution Waters QDa MS system with a fully automated data processing workflow that is suitable for identity (ID) testing, sequence variant control, and CQA quantitation in commercial QC labs. The ID-MAM method was validated for the quantitation of three selected PTM CQAs (CDR isomerization, Fc Met oxidation, and CDR Met oxidation) to ensure control of the oxidation and isomerization degradation pathways of a bispecific antibody (BsAb). This ID-MAM method was successfully validated in six labs (three analytical development and three QC labs) across four countries for commercial release and stability testing of a BsAb. CQA results obtained with the ID-MAM method were similar to results obtained using high-resolution peptide mapping, and the method was robust and reproducible. To our knowledge, this ID-MAM method is the first MS-based peptide mapping method implemented in GMP compliant QC labs for commercial release and stability testing of a biotherapeutic.


Assuntos
Processamento de Proteína Pós-Traducional , Cromatografia Líquida , Espectrometria de Massas , Mapeamento de Peptídeos , Controle de Qualidade
8.
Anal Chem ; 93(9): 4217-4222, 2021 03 09.
Artigo em Inglês | MEDLINE | ID: mdl-33617230

RESUMO

Mass spectrometry (MS) serves as the centerpiece technology for proteome, lipidome, and metabolome analysis. To gain a better understanding of the multifaceted networks of myriad regulatory layers in complex organisms, integration of different multiomic layers is increasingly performed, including joint extraction methods of diverse biomolecular classes and comprehensive data analyses of different omics. Despite the versatility of MS systems, fractured methodology drives nearly all MS laboratories to specialize in analysis of a single ome at the exclusion of the others. Although liquid chromatography-mass spectrometry (LC-MS) analysis is similar for different biomolecular classes, the integration on the instrument level is lagging behind. The recent advancements in high flow proteomics enable us to take a first step towards integration of protein and lipid analysis. Here, we describe a technology to achieve broad and deep coverage of multiple molecular classes simultaneously through multi-omic single-shot technology (MOST), requiring only one column, one LC-MS instrument, and a simplified workflow. MOST achieved great robustness and reproducibility. Its application to a Saccharomyces cerevisiae study consisting of 20 conditions revealed 2842 protein groups and 325 lipids and potential molecular relationships.


Assuntos
Lipidômica , Proteoma , Cromatografia Líquida , Reprodutibilidade dos Testes , Tecnologia
9.
Mol Cell ; 49(1): 186-99, 2013 Jan 10.
Artigo em Inglês | MEDLINE | ID: mdl-23201123

RESUMO

Calorie restriction (CR) extends life span in diverse species. Mitochondria play a key role in CR adaptation; however, the molecular details remain elusive. We developed and applied a quantitative mass spectrometry method to probe the liver mitochondrial acetyl-proteome during CR versus control diet in mice that were wild-type or lacked the protein deacetylase SIRT3. Quantification of 3,285 acetylation sites-2,193 from mitochondrial proteins-rendered a comprehensive atlas of the acetyl-proteome and enabled global site-specific, relative acetyl occupancy measurements between all four experimental conditions. Bioinformatic and biochemical analyses provided additional support for the effects of specific acetylation on mitochondrial protein function. Our results (1) reveal widespread reprogramming of mitochondrial protein acetylation in response to CR and SIRT3, (2) identify three biochemically distinct classes of acetylation sites, and (3) provide evidence that SIRT3 is a prominent regulator in CR adaptation by coordinately deacetylating proteins involved in diverse pathways of metabolism and mitochondrial maintenance.


Assuntos
Restrição Calórica , Proteínas Mitocondriais/metabolismo , Proteoma/metabolismo , Sirtuína 3/fisiologia , Acetilcoenzima A/metabolismo , Acetilação , Adaptação Fisiológica , Motivos de Aminoácidos , Sequência de Aminoácidos , Aminoácidos/metabolismo , Animais , Metabolismo dos Carboidratos , Células Cultivadas , Cromatografia por Troca Iônica , Análise por Conglomerados , Sequência Consenso , Expressão Gênica , Genes Mitocondriais , Fígado/metabolismo , Camundongos , Camundongos Endogâmicos C57BL , Mitocôndrias Hepáticas/metabolismo , Proteínas Mitocondriais/química , Proteínas Mitocondriais/isolamento & purificação , Dados de Sequência Molecular , Fragmentos de Peptídeos/química , Processamento de Proteína Pós-Traducional , Proteoma/química , Proteoma/isolamento & purificação , Sirtuína 3/química , Sirtuína 3/isolamento & purificação , Sirtuína 3/metabolismo , Coloração e Rotulagem , Espectrometria de Massas em Tandem
10.
Anal Chem ; 92(24): 15959-15967, 2020 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-33270415

RESUMO

Mass spectrometry is the premier tool for identifying and quantifying protein phosphorylation on a global scale. Analysis of phosphopeptides requires enrichment, and even after the samples remain highly complex and exhibit broad dynamic range of abundance. Achieving maximal depth of coverage for phosphoproteomics therefore typically necessitates offline liquid chromatography prefractionation, a time-consuming and laborious approach. Here, we incorporate a recently commercialized aerodynamic high-field asymmetric waveform ion mobility spectrometry (FAIMS) device into the phosphoproteomic workflow. We characterize the effects of phosphorylation on the FAIMS separation, describe optimized compensation voltage settings for unlabeled phosphopeptides, and demonstrate the advantages of FAIMS-enabled gas-phase fractionation. Standard FAIMS single-shot analyses identified around 15-20% additional phosphorylation sites than control experiments without FAIMS. In comparison to liquid chromatography prefractionation, FAIMS experiments yielded similar or superior results when analyzing up to four discrete gas-phase fractions. Although using FAIMS led to a modest reduction in the precision of quantitative measurements when using label-free approaches, the data collected with FAIMS yielded a 26% increase in total reproducible measurements. Overall, we conclude that the new FAIMS technology is a valuable addition to any phosphoproteomic workflow, with greater benefits emerging from longer analyses and higher amounts of material.


Assuntos
Espectrometria de Massas/instrumentação , Fosfoproteínas/metabolismo , Proteômica/instrumentação , Sítios de Ligação , Fosforilação , Fluxo de Trabalho
11.
Anal Chem ; 92(6): 4436-4444, 2020 03 17.
Artigo em Inglês | MEDLINE | ID: mdl-32091202

RESUMO

Modified oligonucleotides represent a promising avenue for drug development, with small interfering RNAs (siRNA) and microRNAs gaining traction in the therapeutic market. Mass spectrometry (MS)-based analysis offers many benefits for characterizing modified nucleic acids. Negative electron transfer dissociation (NETD) has proven valuable in sequencing oligonucleotide anions, particularly because it can retain modifications while generating sequence-informative fragments. We show that NETD can be successfully implemented on a widely available quadrupole-Orbitrap-linear ion trap mass spectrometer that uses a front-end glow discharge source to generate radical fluoranthene reagent cations. We characterize both unmodified and modified ribonucleic acids and present the first application of activated-ion negative electron transfer dissociation (AI-NETD) to nucleic acids. AI-NETD achieved 100% sequence coverage for both a 6-mer (5'-rGmUrArCmUrG-3') with 2'-O-methyl modifications and a 21-mer (5'-rCrArUrCrCrUrCrUrArGrArGrGrArUrArGrArArUrG-3'), the luciferase antisense siRNA. Both NETD and AI-NETD afforded complete sequence coverage of these molecules while maintaining a relatively low degree of undesired base-loss products and internal products relative to collision-based methods.


Assuntos
MicroRNAs/análise , RNA Interferente Pequeno/análise , Sequência de Aminoácidos , Transporte de Elétrons , Espectrometria de Massas
12.
J Proteome Res ; 18(3): 1380-1391, 2019 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-30735395

RESUMO

The brain represents one of the most divergent and critical organs in the human body. Yet, it can be afflicted by a variety of neurodegenerative diseases specifically linked to aging, about which we lack a full biomolecular understanding of onset and progression, such as Alzheimer's disease (AD). Here we provide a proteomic resource comprising nine anatomically distinct sections from three aged individuals, across a spectrum of disease progression, categorized by quantity of neurofibrillary tangles. Using state-of-the-art mass spectrometry, we identify a core brain proteome that exhibits only small variance in expression, accompanied by a group of proteins that are highly differentially expressed in individual sections and broader regions. AD affected tissue exhibited slightly elevated levels of tau protein with similar relative expression to factors associated with the AD pathology. Substantial differences were identified between previous proteomic studies of mature adult brains and our aged cohort. Our findings suggest considerable value in examining specifically the brain proteome of aged human populations from a multiregional perspective. This resource can serve as a guide, as well as a point of reference for how specific regions of the brain are affected by aging and neurodegeneration.


Assuntos
Doença de Alzheimer/genética , Encéfalo/metabolismo , Proteoma/isolamento & purificação , Proteínas tau/isolamento & purificação , Adulto , Idoso , Doença de Alzheimer/diagnóstico por imagem , Doença de Alzheimer/patologia , Encéfalo/patologia , Mapeamento Encefálico/métodos , Feminino , Humanos , Masculino , Espectrometria de Massas , Proteoma/genética , Proteômica/métodos , Proteínas tau/genética
13.
J Proteome Res ; 18(8): 3166-3173, 2019 08 02.
Artigo em Inglês | MEDLINE | ID: mdl-31180221

RESUMO

The dependence of capillary zone electrophoresis (CZE) separations on the charge state of the analyte is useful for the analysis of many post-translational modifications in proteins. In this work, we coupled CZE to an Orbitrap Fusion Lumos Tribrid platform with an advanced peak determination algorithm for phosphoproteomics analysis. A linear-polyacrylamide-coated capillary with very low electroosmotic flow was used for the separation. The optimal injection volume was between 100 and 150 nL of a solution of phosphopeptides in 30 mM ammonium bicarbonate (pH 8.2) buffer, which produces a dynamic pH junction sample injection. Larger injection volumes resulted in serious peak broadening and decreased numbers of phosphopeptide identifications. The optimized system identified 4405 phosphopeptides from 220 ng of enriched phosphopeptides from mouse brain, which represents the state-of-the-art result for single-shot CZE-ESI-MS/MS-based phosphoproteome analysis. We found that the migration time for phosphopeptides is much longer than that for non-phosphopeptides and increased along with the number of phosphorylation sites on the peptides, as expected for the additional negative charges associated with the phosphate groups. We also investigated the phosphorylation site motifs; a number of motifs appeared in the CZE-ESI-MS/MS data but not in LC-ESI-MS/MS data, which suggested the complementary performance of the techniques. The data are available via ProteomeXchange with identifier PXD012888.


Assuntos
Eletroforese Capilar , Fosfopeptídeos/isolamento & purificação , Proteômica/métodos , Espectrometria de Massas em Tandem , Algoritmos , Cromatografia Líquida , Proteínas de Escherichia coli/química , Proteínas de Escherichia coli/isolamento & purificação , Fosfopeptídeos/química , Espectrometria de Massas por Ionização por Electrospray
14.
J Biol Chem ; 293(16): 5860-5877, 2018 04 20.
Artigo em Inglês | MEDLINE | ID: mdl-29496998

RESUMO

The mouse is a critical model in diabetes research, but most research in mice has been limited to a small number of mouse strains and limited genetic variation. Using the eight founder strains and both sexes of the Collaborative Cross (C57BL/6J (B6), A/J, 129S1/SvImJ (129), NOD/ShiLtJ (NOD), NZO/HILtJ (NZO), PWK/PhJ (PWK), WSB/EiJ (WSB), and CAST/EiJ (CAST)), we investigated the genetic dependence of diabetes-related metabolic phenotypes and insulin secretion. We found that strain background is associated with an extraordinary range in body weight, plasma glucose, insulin, triglycerides, and insulin secretion. Our whole-islet proteomic analysis of the eight mouse strains demonstrates that genetic background exerts a strong influence on the islet proteome that can be linked to the differences in diabetes-related metabolic phenotypes and insulin secretion. We computed protein modules consisting of highly correlated proteins that enrich for biological pathways and provide a searchable database of the islet protein expression profiles. To validate the data resource, we identified tyrosine hydroxylase (Th), a key enzyme in catecholamine synthesis, as a protein that is highly expressed in ß-cells of PWK and CAST islets. We show that CAST islets synthesize elevated levels of dopamine, which suppresses insulin secretion. Prior studies, using only the B6 strain, concluded that adult mouse islets do not synthesize l-3,4-dihydroxyphenylalanine (l-DOPA), the product of Th and precursor of dopamine. Thus, the choice of the CAST strain, guided by our islet proteomic survey, was crucial for these discoveries. In summary, we provide a valuable data resource to the research community, and show that proteomic analysis identified a strain-specific pathway by which dopamine synthesized in ß-cells inhibits insulin secretion.


Assuntos
Diabetes Mellitus Tipo 2/metabolismo , Dopamina/metabolismo , Secreção de Insulina , Ilhotas Pancreáticas/metabolismo , Proteoma/metabolismo , Animais , Diabetes Mellitus Tipo 2/genética , Dopamina/genética , Feminino , Variação Genética , Glucagon/metabolismo , Masculino , Camundongos Endogâmicos C57BL , Camundongos Endogâmicos NOD , Fenótipo , Proteoma/genética , Proteômica
15.
Anal Chem ; 91(20): 12625-12629, 2019 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-31509394

RESUMO

Advances in tandem mass spectrometry (MS/MS) acquisition rate have steadily led to increased performance in shotgun proteomics experiments. To that end, contemporary mass spectrometers are outfitted with multiple analyzers allowing for the simultaneous collection of survey (MS1) and MS/MS spectra. In the latest generation Orbitrap hybrid, MS/MS scans can be acquired at a high rate using the dual cell linear ion trap analyzer, all while the next precursor is being dissociated in a collision cell and a MS1 scan is occurring in the Orbitrap. Often overlooked in these experiments is that the ion trap scan duration is highly variable and dependent upon precursor mass. Here, we examine the use of various static mass-to-charge ratio scan ranges for ion trap MS/MS acquisition and determine performance relative to conventional dynamic mass-to-charge ratio range scanning. We demonstrate that a fixed mass-to-charge ratio scan range can generate 12% more MS/MS scans and more unique peptide identifications as compared to the standard dynamic approach, respectively.


Assuntos
Proteoma/análise , Proteômica/métodos , Cromatografia Líquida de Alta Pressão , Peso Molecular , Peptídeos/análise , Espectrometria de Massas em Tandem/métodos
16.
Metab Eng ; 52: 324-340, 2019 03.
Artigo em Inglês | MEDLINE | ID: mdl-30594629

RESUMO

Efficient microbial production of the next-generation biofuel isobutanol (IBA) is limited by metabolic bottlenecks. Overcoming these bottlenecks will be aided by knowing the optimal ratio of enzymes for efficient flux through the IBA biosynthetic pathway. OptSSeq (Optimization by Selection and Sequencing) accomplishes this goal by tracking growth rate-linked selection of optimal expression elements from a combinatorial library. The 5-step pathway to IBA consists of Acetolactate synthase (AlsS), Keto-acid reductoisomerase (KARI), Di-hydroxy acid dehydratase (DHAD), Ketoisovalerate decarboxylase (Kivd) and Alcohol dehydrogenase (Adh). Using OptSSeq, we identified gene expression elements leading to optimal enzyme levels that enabled theoretically maximal productivities per cell biomass in Escherichia coli. We identified KARI as the rate-limiting step, requiring the highest levels of enzymes expression, followed by AlsS and AdhA. DHAD and Kivd required relatively lower levels of expression for optimal IBA production. OptSSeq also enabled the identification of an Adh enzyme variant capable of an improved rate of IBA production. Using models that predict impacts of enzyme synthesis costs on cellular growth rates, we found that optimum levels of pathway enzymes led to maximal IBA production, and that additional limitations lie in the E. coli metabolic network. Our optimized constructs enabled the production of ~3 g IBA per hour per gram dry cell weight and was achieved with 20 % of the total cell protein devoted to IBA-pathway enzymes in the molar ratio 2.5:6.7:2:1:5.2 (AlsS:IlvC:IlvD:Kivd:AdhA). These enzyme levels and ratios optimal for IBA production in E. coli provide a useful starting point for optimizing production of IBA in diverse microbes and fermentation conditions.


Assuntos
Butanóis/metabolismo , Engenharia Metabólica/métodos , Anaerobiose , Biocombustíveis , Biomassa , Escherichia coli/enzimologia , Escherichia coli/genética , Fermentação , Regulação da Expressão Gênica no Desenvolvimento/genética , Sequenciamento de Nucleotídeos em Larga Escala , Cinética
18.
PLoS Genet ; 12(10): e1006372, 2016 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-27741250

RESUMO

The inability of native Saccharomyces cerevisiae to convert xylose from plant biomass into biofuels remains a major challenge for the production of renewable bioenergy. Despite extensive knowledge of the regulatory networks controlling carbon metabolism in yeast, little is known about how to reprogram S. cerevisiae to ferment xylose at rates comparable to glucose. Here we combined genome sequencing, proteomic profiling, and metabolomic analyses to identify and characterize the responsible mutations in a series of evolved strains capable of metabolizing xylose aerobically or anaerobically. We report that rapid xylose conversion by engineered and evolved S. cerevisiae strains depends upon epistatic interactions among genes encoding a xylose reductase (GRE3), a component of MAP Kinase (MAPK) signaling (HOG1), a regulator of Protein Kinase A (PKA) signaling (IRA2), and a scaffolding protein for mitochondrial iron-sulfur (Fe-S) cluster biogenesis (ISU1). Interestingly, the mutation in IRA2 only impacted anaerobic xylose consumption and required the loss of ISU1 function, indicating a previously unknown connection between PKA signaling, Fe-S cluster biogenesis, and anaerobiosis. Proteomic and metabolomic comparisons revealed that the xylose-metabolizing mutant strains exhibit altered metabolic pathways relative to the parental strain when grown in xylose. Further analyses revealed that interacting mutations in HOG1 and ISU1 unexpectedly elevated mitochondrial respiratory proteins and enabled rapid aerobic respiration of xylose and other non-fermentable carbon substrates. Our findings suggest a surprising connection between Fe-S cluster biogenesis and signaling that facilitates aerobic respiration and anaerobic fermentation of xylose, underscoring how much remains unknown about the eukaryotic signaling systems that regulate carbon metabolism.


Assuntos
Evolução Molecular Direcionada , Proteínas Mitocondriais/genética , Proteínas Quinases Ativadas por Mitógeno/genética , Proteínas de Saccharomyces cerevisiae/genética , Xilose/metabolismo , Anaerobiose/genética , Epistasia Genética , Fermentação , Engenharia Genética , Glucose/metabolismo , Proteínas Ferro-Enxofre/genética , Redes e Vias Metabólicas/genética , Mutação , Proteômica , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/metabolismo , Xilose/genética
19.
J Proteome Res ; 17(6): 2102-2111, 2018 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-29706072

RESUMO

Purified human eosinophils treated for 18-24 h with IL-3 adopt a unique activated phenotype marked by increased reactivity to aggregated immunoglobulin-G (IgG). To characterize this phenotype, we quantified protein abundance and phosphorylation by multiplexed isobaric labeling combined with high-resolution mass spectrometry. Purified blood eosinophils of five individuals were treated with IL-3 or no cytokine for 20 h, and comparative data were obtained on abundance of 5385 proteins and phosphorylation at 7330 sites. The 1150 proteins that were significantly up-regulated ( q < 0.05, pairwise t test with Benjamini-Hochberg correction) by IL-3 included the IL3RA and CSF2RB subunits of the IL-3 receptor, the low-affinity receptor for IgG (FCGR2B), 96 proteins involved in protein translation, and 55 proteins involved in cytoskeleton organization. Among the 703 proteins that decreased were 78 mitochondrial proteins. Dynamic regulation of protein phosphorylation was detected at 4218 sites. These included multiple serines in CSF2RB; Y694 of STAT5, a key site of activating phosphorylation downstream of IL3RA/CSF2RB; and multiple sites in RPS6KA1, RPS6, and EIF4B, which are responsible for translational initiation. We conclude that IL-3 up-regulates overall protein synthesis and targets specific proteins for up-regulation, including its own receptor.


Assuntos
Eosinófilos/metabolismo , Interleucina-3/farmacologia , Fosfoproteínas/análise , Proteômica/métodos , Adulto , Células Cultivadas , Cromatografia Líquida , Análise por Conglomerados , Eosinófilos/química , Feminino , Humanos , Masculino , Espectrometria de Massas , Pessoa de Meia-Idade , Fosforilação , Transdução de Sinais/efeitos dos fármacos , Regulação para Cima/efeitos dos fármacos , Adulto Jovem
20.
Anal Chem ; 90(19): 11503-11508, 2018 10 02.
Artigo em Inglês | MEDLINE | ID: mdl-30179449

RESUMO

Extreme sample complexity is an inherent challenge in shotgun proteomics that positions quality of chromatographic separations as one of the key determinants of attainable proteome coverage. In search of better separations, macroscopic physical characteristics of capillary columns, i.e., length and properties of stationary phase particles, are typically considered and optimized, while significance of packing bed morphology is frequently underappreciated. Here, we describe a technology that enables packing of capillary columns at excess of 30,000 psi and demonstrate that such columns exhibit reduced backpressure and remarkably reproducible chromatographic performance, improved on average by 23%. These enhancements afford up to 35% increase in the depth of commonplace bottom-up proteomic analyses, owning to augmented sensitivity and resolution of peptide separations and improvements in spectral quality. Our findings strongly corroborate advantages of ultra-high pressure packing of capillary columns for diverse shotgun proteomic workflows.


Assuntos
Peptídeos/análise , Proteômica/métodos , Acetilação , Animais , Encéfalo/metabolismo , Cromatografia Líquida de Alta Pressão , Humanos , Células K562 , Camundongos , Camundongos Endogâmicos C57BL , Nanotecnologia , Peptídeos/metabolismo , Fosforilação , Pressão , Espectrometria de Massas em Tandem
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