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1.
Cell ; 177(2): 428-445.e18, 2019 04 04.
Artigo em Inglês | MEDLINE | ID: mdl-30951670

RESUMO

The heterogeneity of small extracellular vesicles and presence of non-vesicular extracellular matter have led to debate about contents and functional properties of exosomes. Here, we employ high-resolution density gradient fractionation and direct immunoaffinity capture to precisely characterize the RNA, DNA, and protein constituents of exosomes and other non-vesicle material. Extracellular RNA, RNA-binding proteins, and other cellular proteins are differentially expressed in exosomes and non-vesicle compartments. Argonaute 1-4, glycolytic enzymes, and cytoskeletal proteins were not detected in exosomes. We identify annexin A1 as a specific marker for microvesicles that are shed directly from the plasma membrane. We further show that small extracellular vesicles are not vehicles of active DNA release. Instead, we propose a new model for active secretion of extracellular DNA through an autophagy- and multivesicular-endosome-dependent but exosome-independent mechanism. This study demonstrates the need for a reassessment of exosome composition and offers a framework for a clearer understanding of extracellular vesicle heterogeneity.


Assuntos
Exossomos/metabolismo , Exossomos/fisiologia , Anexina A1/metabolismo , Proteínas Argonautas/metabolismo , Linhagem Celular Tumoral , Membrana Celular/metabolismo , Micropartículas Derivadas de Células/metabolismo , DNA/metabolismo , Exossomos/química , Vesículas Extracelulares , Feminino , Humanos , Lisossomos/metabolismo , Masculino , Proteínas/metabolismo , RNA/metabolismo
2.
Cell ; 177(4): 1035-1049.e19, 2019 05 02.
Artigo em Inglês | MEDLINE | ID: mdl-31031003

RESUMO

We performed the first proteogenomic study on a prospectively collected colon cancer cohort. Comparative proteomic and phosphoproteomic analysis of paired tumor and normal adjacent tissues produced a catalog of colon cancer-associated proteins and phosphosites, including known and putative new biomarkers, drug targets, and cancer/testis antigens. Proteogenomic integration not only prioritized genomically inferred targets, such as copy-number drivers and mutation-derived neoantigens, but also yielded novel findings. Phosphoproteomics data associated Rb phosphorylation with increased proliferation and decreased apoptosis in colon cancer, which explains why this classical tumor suppressor is amplified in colon tumors and suggests a rationale for targeting Rb phosphorylation in colon cancer. Proteomics identified an association between decreased CD8 T cell infiltration and increased glycolysis in microsatellite instability-high (MSI-H) tumors, suggesting glycolysis as a potential target to overcome the resistance of MSI-H tumors to immune checkpoint blockade. Proteogenomics presents new avenues for biological discoveries and therapeutic development.


Assuntos
Neoplasias do Colo/genética , Neoplasias do Colo/terapia , Proteogenômica/métodos , Apoptose/genética , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , Linfócitos T CD8-Positivos , Proliferação de Células/genética , Neoplasias do Colo/metabolismo , Genômica/métodos , Glicólise , Humanos , Instabilidade de Microssatélites , Mutação , Fosforilação , Estudos Prospectivos , Proteômica/métodos , Proteína do Retinoblastoma/genética , Proteína do Retinoblastoma/metabolismo
3.
Clin Ther ; 40(6): 862-871, 2018 06.
Artigo em Inglês | MEDLINE | ID: mdl-29502804

RESUMO

PURPOSE: Automated bolus calculation may benefit patients with poorly controlled type 1 diabetes who are relatively new to continuous subcutaneous insulin infusion (CSII). This study investigated the effect of automated bolus calculation on glucose variability, glucose control, and diabetes-related quality of life in patients with reasonably well-controlled type 1 diabetes, accustomed to treatment with CSII for several years. METHODS: This open-label, single-center study included 32 patients (mean age, 45.9 [15.1] years; 34% male; disease duration, 27.3 [12.9] years; glycosylated hemoglobin [HbA1c] level, 64.6 [12.5] mmol/mol [8.1% (1.1%)]; CSII treatment, 9.0 [7.8] years) who were randomly assigned to receive 4 months' treatment with a bolus calculator (n = 14) or continuation of standard care without a bolus calculator (n = 18). All participants received dietary counseling on carbohydrate counting. Primary outcome was glucose variability, as assessed by the SD of 7-point glucose profiles. Secondary outcomes included HbA1c, rate of (severe) hypoglycemia, and diabetes-related quality of life. FINDINGS: After 4 months of follow-up, glucose variability had improved in the bolus calculator group compared with the control group (change, -0.8 [0.9] vs 0.1 [0.9] mmol/L; P = 0.030). Mean glucose levels did not change in either group (0.4 [1.1] vs 0.3 [0.9] mmol/L; P = 0.95). There were also no differences in change in hypoglycemia rate (-0.6 [1.6] vs -0.4 [1.6] event per patient per week; P = 0.67), HbA1c value (-0.5 [6.6] vs -4.9 [10.6] mmol/mol; P = 0.21), or diabetes-related quality of life between the bolus calculator group and the control group. IMPLICATIONS: Use of a bolus calculator modestly improved glucose variability in this relatively small group of patients with longstanding type 1 diabetes on CSII but did not affect other parameters of glycemic control or diabetes-related quality of life.


Assuntos
Glicemia/efeitos dos fármacos , Diabetes Mellitus Tipo 1/tratamento farmacológico , Hipoglicemiantes/administração & dosagem , Sistemas de Infusão de Insulina , Insulina/administração & dosagem , Adulto , Diabetes Mellitus Tipo 1/sangue , Esquema de Medicação , Feminino , Hemoglobinas Glicadas/análise , Humanos , Hipoglicemia/induzido quimicamente , Masculino , Pessoa de Meia-Idade , Qualidade de Vida
4.
J Proteome Res ; 16(9): 3266-3276, 2017 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-28731711

RESUMO

We hypothesized that distinct protein expression features of benign and malignant pulmonary nodules may reveal novel candidate biomarkers for the early detection of lung cancer. We performed proteome profiling by liquid chromatography-tandem mass spectrometry to characterize 34 resected benign lung nodules, 24 untreated lung adenocarcinomas (ADCs), and biopsies of bronchial epithelium. Group comparisons identified 65 proteins that differentiate nodules from ADCs and normal bronchial epithelium and 66 proteins that differentiate ADCs from nodules and normal bronchial epithelium. We developed a multiplexed parallel reaction monitoring (PRM) assay to quantify a subset of 43 of these candidate biomarkers in an independent cohort of 20 benign nodules, 21 ADCs, and 20 normal bronchial biopsies. PRM analyses confirmed significant nodule-specific abundance of 10 proteins including ALOX5, ALOX5AP, CCL19, CILP1, COL5A2, ITGB2, ITGAX, PTPRE, S100A12, and SLC2A3 and significant ADC-specific abundance of CEACAM6, CRABP2, LAD1, PLOD2, and TMEM110-MUSTN1. Immunohistochemistry analyses for seven selected proteins performed on an independent set of tissue microarrays confirmed nodule-specific expression of ALOX5, ALOX5AP, ITGAX, and SLC2A3 and cancer-specific expression of CEACAM6. These studies illustrate the value of global and targeted proteomics in a systematic process to identify and qualify candidate biomarkers for noninvasive molecular diagnosis of lung cancer.


Assuntos
Adenocarcinoma/diagnóstico , Biomarcadores Tumorais/genética , Regulação Neoplásica da Expressão Gênica , Neoplasias Pulmonares/diagnóstico , Proteínas de Neoplasias/genética , Nódulo Pulmonar Solitário/diagnóstico , Proteínas Ativadoras de 5-Lipoxigenase/genética , Proteínas Ativadoras de 5-Lipoxigenase/metabolismo , Adenocarcinoma/genética , Adenocarcinoma/metabolismo , Adenocarcinoma/patologia , Adenocarcinoma de Pulmão , Adulto , Idoso , Antígenos CD/genética , Antígenos CD/metabolismo , Araquidonato 5-Lipoxigenase/genética , Araquidonato 5-Lipoxigenase/metabolismo , Biomarcadores Tumorais/metabolismo , Antígenos CD11/genética , Antígenos CD11/metabolismo , Moléculas de Adesão Celular/genética , Moléculas de Adesão Celular/metabolismo , Diagnóstico Diferencial , Feminino , Proteínas Ligadas por GPI/genética , Proteínas Ligadas por GPI/metabolismo , Transportador de Glucose Tipo 3/genética , Transportador de Glucose Tipo 3/metabolismo , Humanos , Cadeias alfa de Integrinas/genética , Cadeias alfa de Integrinas/metabolismo , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/metabolismo , Neoplasias Pulmonares/patologia , Masculino , Pessoa de Meia-Idade , Proteínas de Neoplasias/metabolismo , Proteômica/métodos , Mucosa Respiratória/metabolismo , Mucosa Respiratória/patologia , Nódulo Pulmonar Solitário/genética , Nódulo Pulmonar Solitário/metabolismo , Nódulo Pulmonar Solitário/patologia , Espectrometria de Massas em Tandem , Análise Serial de Tecidos , Transcriptoma
5.
Gastroenterology ; 153(4): 1082-1095, 2017 10.
Artigo em Inglês | MEDLINE | ID: mdl-28625833

RESUMO

BACKGROUND AND AIMS: Proteomics holds promise for individualizing cancer treatment. We analyzed to what extent the proteomic landscape of human colorectal cancer (CRC) is maintained in established CRC cell lines and the utility of proteomics for predicting therapeutic responses. METHODS: Proteomic and transcriptomic analyses were performed on 44 CRC cell lines, compared against primary CRCs (n=95) and normal tissues (n=60), and integrated with genomic and drug sensitivity data. RESULTS: Cell lines mirrored the proteomic aberrations of primary tumors, in particular for intrinsic programs. Tumor relationships of protein expression with DNA copy number aberrations and signatures of post-transcriptional regulation were recapitulated in cell lines. The 5 proteomic subtypes previously identified in tumors were represented among cell lines. Nonetheless, systematic differences between cell line and tumor proteomes were apparent, attributable to stroma, extrinsic signaling, and growth conditions. Contribution of tumor stroma obscured signatures of DNA mismatch repair identified in cell lines with a hypermutation phenotype. Global proteomic data showed improved utility for predicting both known drug-target relationships and overall drug sensitivity as compared with genomic or transcriptomic measurements. Inhibition of targetable proteins associated with drug responses further identified corresponding synergistic or antagonistic drug combinations. Our data provide evidence for CRC proteomic subtype-specific drug responses. CONCLUSIONS: Proteomes of established CRC cell line are representative of primary tumors. Proteomic data tend to exhibit improved prediction of drug sensitivity as compared with genomic and transcriptomic profiles. Our integrative proteogenomic analysis highlights the potential of proteome profiling to inform personalized cancer medicine.


Assuntos
Antineoplásicos/farmacologia , Biomarcadores Tumorais/metabolismo , Neoplasias Colorretais/tratamento farmacológico , Neoplasias Colorretais/metabolismo , Proteínas de Neoplasias/metabolismo , Medicina de Precisão , Proteoma , Biomarcadores Tumorais/genética , Linhagem Celular Tumoral , Cromatografia Líquida , Neoplasias Colorretais/genética , Neoplasias Colorretais/patologia , Bases de Dados de Proteínas , Relação Dose-Resposta a Droga , Ensaios de Seleção de Medicamentos Antitumorais , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Mutação , Proteínas de Neoplasias/genética , Seleção de Pacientes , Polimorfismo de Nucleotídeo Único , Proteômica/métodos , Transdução de Sinais , Células Estromais/metabolismo , Espectrometria de Massas em Tandem , Transcriptoma , Microambiente Tumoral
6.
Mol Cell Proteomics ; 16(10): 1705-1717, 2017 10.
Artigo em Inglês | MEDLINE | ID: mdl-28546465

RESUMO

Quantitative assessment of key proteins that control the tumor-immune interface is one of the most formidable analytical challenges in immunotherapeutics. We developed a targeted MS platform to quantify programmed cell death-1 (PD-1), programmed cell death 1 ligand 1 (PD-L1), and programmed cell death 1 ligand 2 (PD-L2) at fmol/microgram protein levels in formalin fixed, paraffin-embedded sections from 22 human melanomas. PD-L1 abundance ranged 50-fold, from ∼0.03 to 1.5 fmol/microgram protein and the parallel reaction monitoring (PRM) data were largely concordant with total PD-L1-positive cell content, as analyzed by immunohistochemistry (IHC) with the E1L3N antibody. PD-1 was measured at levels up to 20-fold lower than PD-L1, but the abundances were not significantly correlated (r2 = 0.062, p = 0.264). PD-1 abundance was weakly correlated (r2 = 0.3057, p = 0.009) with the fraction of lymphocytes and histiocytes in sections. PD-L2 was measured from 0.03 to 1.90 fmol/microgram protein and the ratio of PD-L2 to PD-L1 abundance ranged from 0.03 to 2.58. In 10 samples, PD-L2 was present at more than half the level of PD-L1, which suggests that PD-L2, a higher affinity PD-1 ligand, is sufficiently abundant to contribute to T-cell downregulation. We also identified five branched mannose and N-acetylglucosamine glycans at PD-L1 position N192 in all 22 samples. Extent of PD-L1 glycan modification varied by ∼10-fold and the melanoma with the highest PD-L1 protein abundance and most abundant glycan modification yielded a very low PD-L1 IHC estimate, thus suggesting that N-glycosylation may affect IHC measurement and PD-L1 function. Additional PRM analyses quantified immune checkpoint/co-regulator proteins LAG3, IDO1, TIM-3, VISTA, and CD40, which all displayed distinct expression independent of PD-1, PD-L1, and PD-L2. Targeted MS can provide a next-generation analysis platform to advance cancer immuno-therapeutic research and diagnostics.


Assuntos
Antígeno B7-H1/metabolismo , Espectrometria de Massas/métodos , Melanoma/metabolismo , Proteína 2 Ligante de Morte Celular Programada 1/metabolismo , Receptor de Morte Celular Programada 1/metabolismo , Neoplasias Cutâneas/metabolismo , Acetilglucosamina/análise , Adulto , Idoso , Antígeno B7-H1/genética , Biópsia , Estudos de Coortes , Feminino , Glicosilação , Humanos , Masculino , Manose/análise , Melanoma/diagnóstico , Pessoa de Meia-Idade , Polissacarídeos/análise , Proteína 2 Ligante de Morte Celular Programada 1/genética , Receptor de Morte Celular Programada 1/genética , Processamento de Proteína Pós-Traducional , Neoplasias Cutâneas/diagnóstico , Linfócitos T/metabolismo
7.
Mol Cell Proteomics ; 2017 Apr 17.
Artigo em Inglês | MEDLINE | ID: mdl-28416578

RESUMO

This article has been withdrawn by the authors. We discovered an error after this manuscript was published as a Paper in Press. Specifically, we learned that the structures of glycans presented for the PD-L1 peptide were drawn and labeled incorrectly. We wish to withdraw this article and submit a corrected version for review.

8.
JCI Insight ; 1(19): e88814, 2016 11 17.
Artigo em Inglês | MEDLINE | ID: mdl-27882349

RESUMO

The molecular determinants of lung cancer risk remain largely unknown. Airway epithelial cells are prone to assault by risk factors and are considered to be the primary cell type involved in the field of cancerization. To investigate risk-associated changes in the bronchial epithelium proteome that may offer new insights into the molecular pathogenesis of lung cancer, proteins were identified in the airway epithelial cells of bronchial brushing specimens from risk-stratified individuals by shotgun proteomics. Differential expression of selected proteins was validated by parallel reaction monitoring mass spectrometry in an independent set of individual bronchial brushings. We identified 2,869 proteins, of which 312 proteins demonstrated a trend in expression. Pathway analysis revealed enrichment of carbohydrate metabolic enzymes in high-risk individuals. Glucose consumption and lactate production were increased in human bronchial epithelial BEAS2B cells treated with cigarette smoke condensate for 7 months. Increased lipid biosynthetic capacity and net reductive carboxylation were revealed by metabolic flux analyses of [U-13C5] glutamine in this in vitro model, suggesting profound metabolic reprogramming in the airway epithelium of high-risk individuals. These results provide a rationale for the development of potentially new chemopreventive strategies and selection of patients for surveillance programs.


Assuntos
Células Epiteliais/metabolismo , Proteoma/análise , Mucosa Respiratória/patologia , Fumaça/efeitos adversos , Brônquios , Linhagem Celular , Perfilação da Expressão Gênica , Humanos , Metabolismo dos Lipídeos , Neoplasias Pulmonares/metabolismo , Metabolômica , Mucosa Respiratória/citologia , Fumar
9.
Mol Cell Proteomics ; 15(9): 2924-38, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27340238

RESUMO

Metabolic reprogramming, in which altered utilization of glucose and glutamine supports rapid growth, is a hallmark of most cancers. Mutations in the oncogenes KRAS and BRAF drive metabolic reprogramming through enhanced glucose uptake, but the broader impact of these mutations on pathways of carbon metabolism is unknown. Global shotgun proteomic analysis of isogenic DLD-1 and RKO colon cancer cell lines expressing mutant and wild type KRAS or BRAF, respectively, failed to identify significant differences (at least 2-fold) in metabolic protein abundance. However, a multiplexed parallel reaction monitoring (PRM) strategy targeting 73 metabolic proteins identified significant protein abundance increases of 1.25-twofold in glycolysis, the nonoxidative pentose phosphate pathway, glutamine metabolism, and the phosphoserine biosynthetic pathway in cells with KRAS G13D mutations or BRAF V600E mutations. These alterations corresponded to mutant KRAS and BRAF-dependent increases in glucose uptake and lactate production. Metabolic reprogramming and glucose conversion to lactate in RKO cells were proportional to levels of BRAF V600E protein. In DLD-1 cells, these effects were independent of the ratio of KRAS G13D to KRAS wild type protein. A study of 8 KRAS wild type and 8 KRAS mutant human colon tumors confirmed the association of increased expression of glycolytic and glutamine metabolic proteins with KRAS mutant status. Metabolic reprogramming is driven largely by modest (<2-fold) alterations in protein expression, which are not readily detected by the global profiling methods most commonly employed in proteomic studies. The results indicate the superiority of more precise, multiplexed, pathway-targeted analyses to study functional proteome systems. Data are available through MassIVE Accession MSV000079486 at ftp://MSV000079486@massive.ucsd.edu.


Assuntos
Neoplasias Colorretais/metabolismo , Proteômica/métodos , Proteínas Proto-Oncogênicas B-raf/genética , Proteínas ras/genética , Vias Biossintéticas , Linhagem Celular Tumoral , Neoplasias Colorretais/genética , Regulação Neoplásica da Expressão Gênica , Glucose/metabolismo , Humanos , Ácido Láctico/metabolismo , Mutação
10.
J Proteome Res ; 15(6): 2026-38, 2016 06 03.
Artigo em Inglês | MEDLINE | ID: mdl-27151270

RESUMO

Plant secretory (Class III) peroxidases are redox enzymes that rely on N-glycosylation for full enzyme activity and stability. Peroxidases from palm tree leaves comprise the most stable and active plant peroxidases characterized to date. Herein, site-specific glycosylation and microheterogeneity of windmill palm tree (Trachycarpus fortunei) peroxidase are reported. The workflow developed in this study includes novel tools, written in R, to aid plant glycan identification, pGlycoFilter, for annotation of glycopeptide fragmentation spectra, gPSMvalidator, and for relative quantitation of glycoforms, glycoRQ. Mass spectrometry analysis provided a detailed glycosylation profile at the 13 sites of N-linked glycosylation on windmill palm tree peroxidase. Glycan microheterogeneity was observed at each site. Site Asn211 was the most heterogeneous and contained 30 different glycans. Relative quantitation revealed 90% of each glycosylation site was occupied by three or fewer glycans, and two of the 13 sites were partially unoccupied. Although complex and hybrid glycans were identified, the majority of glycans were paucimannosidic, characteristic of plant vacuolar glycoproteins. Further studies pertaining to the glycan structure-activity relationships in plant peroxidases can benefit from the work outlined here.


Assuntos
Arecaceae/enzimologia , Bases de Dados de Proteínas , Glicopeptídeos/análise , Peroxidase/metabolismo , Polissacarídeos/análise , Glicosilação , Espectrometria de Massas , Proteínas de Plantas/metabolismo , Fluxo de Trabalho
11.
Methods Mol Biol ; 1410: 223-36, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-26867747

RESUMO

The Clinical Proteomic Tumor Analysis Consortium (CPTAC) of the National Cancer Institute (NCI) has launched an Assay Portal (http://assays.cancer.gov) to serve as an open-source repository of well-characterized targeted proteomic assays. The portal is designed to curate and disseminate highly characterized, targeted mass spectrometry (MS)-based assays by providing detailed assay performance characterization data, standard operating procedures, and access to reagents. Assay content is accessed via the portal through queries to find assays targeting proteins associated with specific cellular pathways, protein complexes, or specific chromosomal regions. The position of the peptide analytes for which there are available assays are mapped relative to other features of interest in the protein, such as sequence domains, isoforms, single nucleotide polymorphisms, and posttranslational modifications. The overarching goals are to enable robust quantification of all human proteins and to standardize the quantification of targeted MS-based assays to ultimately enable harmonization of results over time and across laboratories.


Assuntos
Proteômica/métodos , Humanos , Espectrometria de Massas/métodos , Peptídeos/análise , Processamento de Proteína Pós-Traducional , Proteínas/análise
12.
Clin Chem ; 62(1): 48-69, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26719571

RESUMO

BACKGROUND: For many years, basic and clinical researchers have taken advantage of the analytical sensitivity and specificity afforded by mass spectrometry in the measurement of proteins. Clinical laboratories are now beginning to deploy these work flows as well. For assays that use proteolysis to generate peptides for protein quantification and characterization, synthetic stable isotope-labeled internal standard peptides are of central importance. No general recommendations are currently available surrounding the use of peptides in protein mass spectrometric assays. CONTENT: The Clinical Proteomic Tumor Analysis Consortium of the National Cancer Institute has collaborated with clinical laboratorians, peptide manufacturers, metrologists, representatives of the pharmaceutical industry, and other professionals to develop a consensus set of recommendations for peptide procurement, characterization, storage, and handling, as well as approaches to the interpretation of the data generated by mass spectrometric protein assays. Additionally, the importance of carefully characterized reference materials-in particular, peptide standards for the improved concordance of amino acid analysis methods across the industry-is highlighted. The alignment of practices around the use of peptides and the transparency of sample preparation protocols should allow for the harmonization of peptide and protein quantification in research and clinical care.


Assuntos
Técnicas de Laboratório Clínico , Espectrometria de Massas , Peptídeos/análise , Proteômica , Manejo de Espécimes , Guias como Assunto , Humanos , Peptídeos/isolamento & purificação , Pesquisadores
13.
J Proteome Res ; 15(1): 245-58, 2016 Jan 04.
Artigo em Inglês | MEDLINE | ID: mdl-26593852

RESUMO

Collagen IV is the main structural protein that provides a scaffold for assembly of basement membrane proteins. Posttranslational modifications such as hydroxylation of proline and lysine and glycosylation of lysine are essential for the functioning of collagen IV triple-helical molecules. These modifications are highly abundant posing a difficult challenge for in-depth characterization of collagen IV using conventional proteomics approaches. Herein, we implemented an integrated pipeline combining high-resolution mass spectrometry with different fragmentation techniques and an optimized bioinformatics workflow to study posttranslational modifications in mouse collagen IV. We achieved 82% sequence coverage for the α1 chain, mapping 39 glycosylated hydroxylysine, 148 4-hydroxyproline, and seven 3-hydroxyproline residues. Further, we employed our pipeline to map the modifications on human collagen IV and achieved 85% sequence coverage for the α1 chain, mapping 35 glycosylated hydroxylysine, 163 4-hydroxyproline, and 14 3-hydroxyproline residues. Although lysine glycosylation heterogeneity was observed in both mouse and human, 21 conserved sites were identified. Likewise, five 3-hydroxyproline residues were conserved between mouse and human, suggesting that these modification sites are important for collagen IV function. Collectively, these are the first comprehensive maps of hydroxylation and glycosylation sites in collagen IV, which lay the foundation for dissecting the key role of these modifications in health and disease.


Assuntos
Membrana Basal/metabolismo , Colágeno Tipo IV/metabolismo , Processamento de Proteína Pós-Traducional , Sequência de Aminoácidos , Animais , Linhagem Celular , Cromatografia de Fase Reversa , Colágeno Tipo IV/química , Colágeno Tipo IV/isolamento & purificação , Glicosilação , Humanos , Hidroxilação , Cápsula do Cristalino/metabolismo , Camundongos , Dados de Sequência Molecular , Espectrometria de Massas em Tandem
14.
J Proteome Res ; 15(3): 691-706, 2016 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-26653538

RESUMO

The NCI Clinical Proteomic Tumor Analysis Consortium (CPTAC) employed a pair of reference xenograft proteomes for initial platform validation and ongoing quality control of its data collection for The Cancer Genome Atlas (TCGA) tumors. These two xenografts, representing basal and luminal-B human breast cancer, were fractionated and analyzed on six mass spectrometers in a total of 46 replicates divided between iTRAQ and label-free technologies, spanning a total of 1095 LC-MS/MS experiments. These data represent a unique opportunity to evaluate the stability of proteomic differentiation by mass spectrometry over many months of time for individual instruments or across instruments running dissimilar workflows. We evaluated iTRAQ reporter ions, label-free spectral counts, and label-free extracted ion chromatograms as strategies for data interpretation (source code is available from http://homepages.uc.edu/~wang2x7/Research.htm ). From these assessments, we found that differential genes from a single replicate were confirmed by other replicates on the same instrument from 61 to 93% of the time. When comparing across different instruments and quantitative technologies, using multiple replicates, differential genes were reproduced by other data sets from 67 to 99% of the time. Projecting gene differences to biological pathways and networks increased the degree of similarity. These overlaps send an encouraging message about the maturity of technologies for proteomic differentiation.


Assuntos
Xenoenxertos/química , Proteômica/métodos , Proteômica/normas , Neoplasias da Mama/química , Neoplasias da Mama/metabolismo , Cromatografia Líquida , Interpretação Estatística de Dados , Feminino , Perfilação da Expressão Gênica/métodos , Humanos , Redes e Vias Metabólicas , Variações Dependentes do Observador , Proteoma , Proteômica/instrumentação , Controle de Qualidade , Reprodutibilidade dos Testes , Espectrometria de Massas em Tandem/normas
15.
Mol Cell Proteomics ; 14(7): 1959-76, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-25953087

RESUMO

Mutations in PIK3CA, the gene encoding the p110α catalytic subunit of phosphoinositide 3-kinase (PI3K) have been shown to transform human mammary epithelial cells (MECs). These mutations are present in all breast cancer subtypes, including basal-like breast cancer (BLBC). Using liquid chromatography-tandem mass spectrometry (LC-MS/MS), we identified 72 protein expression changes in human basal-like MECs with knock-in E545K or H1047R PIK3CA mutations versus isogenic MECs with wild-type PIK3CA. Several of these were secreted proteins, cell surface receptors or ECM interacting molecules and were required for growth of PIK3CA mutant cells as well as adjacent cells with wild-type PIK3CA. The proteins identified by MS were enriched among human BLBC cell lines and pointed to a PI3K-dependent amphiregulin/EGFR/ERK signaling axis that is activated in BLBC. Proteins induced by PIK3CA mutations correlated with EGFR signaling and reduced relapse-free survival in BLBC. Treatment with EGFR inhibitors reduced growth of PIK3CA mutant BLBC cell lines and murine mammary tumors driven by a PIK3CA mutant transgene, all together suggesting that PIK3CA mutations promote tumor growth in part by inducing protein changes that activate EGFR.


Assuntos
Neoplasias da Mama/genética , Receptores ErbB/metabolismo , MAP Quinases Reguladas por Sinal Extracelular/metabolismo , Mutação/genética , Comunicação Parácrina , Fosfatidilinositol 3-Quinases/genética , Transdução de Sinais , Anfirregulina/metabolismo , Animais , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/metabolismo , Neoplasias da Mama/patologia , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Cromatografia Líquida , Classe I de Fosfatidilinositol 3-Quinases , Intervalo Livre de Doença , Regulação para Baixo/efeitos dos fármacos , Fator de Crescimento Epidérmico/farmacologia , Receptores ErbB/antagonistas & inibidores , Matriz Extracelular/efeitos dos fármacos , Matriz Extracelular/metabolismo , Feminino , Humanos , Camundongos Nus , Proteínas de Neoplasias/metabolismo , Comunicação Parácrina/efeitos dos fármacos , Ligação Proteica/efeitos dos fármacos , Inibidores de Proteínas Quinases/farmacologia , Inibidores de Proteínas Quinases/uso terapêutico , Proteômica , Transdução de Sinais/efeitos dos fármacos , Espectrometria de Massas em Tandem , Regulação para Cima/efeitos dos fármacos
16.
Mol Cell Proteomics ; 14(9): 2357-74, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-25693799

RESUMO

There is an increasing need in biology and clinical medicine to robustly and reliably measure tens to hundreds of peptides and proteins in clinical and biological samples with high sensitivity, specificity, reproducibility, and repeatability. Previously, we demonstrated that LC-MRM-MS with isotope dilution has suitable performance for quantitative measurements of small numbers of relatively abundant proteins in human plasma and that the resulting assays can be transferred across laboratories while maintaining high reproducibility and quantitative precision. Here, we significantly extend that earlier work, demonstrating that 11 laboratories using 14 LC-MS systems can develop, determine analytical figures of merit, and apply highly multiplexed MRM-MS assays targeting 125 peptides derived from 27 cancer-relevant proteins and seven control proteins to precisely and reproducibly measure the analytes in human plasma. To ensure consistent generation of high quality data, we incorporated a system suitability protocol (SSP) into our experimental design. The SSP enabled real-time monitoring of LC-MRM-MS performance during assay development and implementation, facilitating early detection and correction of chromatographic and instrumental problems. Low to subnanogram/ml sensitivity for proteins in plasma was achieved by one-step immunoaffinity depletion of 14 abundant plasma proteins prior to analysis. Median intra- and interlaboratory reproducibility was <20%, sufficient for most biological studies and candidate protein biomarker verification. Digestion recovery of peptides was assessed and quantitative accuracy improved using heavy-isotope-labeled versions of the proteins as internal standards. Using the highly multiplexed assay, participating laboratories were able to precisely and reproducibly determine the levels of a series of analytes in blinded samples used to simulate an interlaboratory clinical study of patient samples. Our study further establishes that LC-MRM-MS using stable isotope dilution, with appropriate attention to analytical validation and appropriate quality control measures, enables sensitive, specific, reproducible, and quantitative measurements of proteins and peptides in complex biological matrices such as plasma.


Assuntos
Proteínas de Neoplasias/sangue , Neoplasias/metabolismo , Peptídeos/análise , Proteômica/métodos , Cromatografia Líquida/métodos , Humanos , Marcação por Isótopo , Espectrometria de Massas/métodos , Proteínas de Neoplasias/química , Proteínas de Neoplasias/isolamento & purificação , Neoplasias/sangue , Peptídeos/química , Reprodutibilidade dos Testes
17.
J Proteome Res ; 14(2): 1299-307, 2015 Feb 06.
Artigo em Inglês | MEDLINE | ID: mdl-25411686

RESUMO

We report the implementation of high-quality signal processing algorithms into ProteoWizard, an efficient, open-source software package designed for analyzing proteomics tandem mass spectrometry data. Specifically, a new wavelet-based peak-picker (CantWaiT) and a precursor charge determination algorithm (Turbocharger) have been implemented. These additions into ProteoWizard provide universal tools that are independent of vendor platform for tandem mass spectrometry analyses and have particular utility for intralaboratory studies requiring the advantages of different platforms convergent on a particular workflow or for interlaboratory investigations spanning multiple platforms. We compared results from these tools to those obtained using vendor and commercial software, finding that in all cases our algorithms resulted in a comparable number of identified peptides for simple and complex samples measured on Waters, Agilent, and AB SCIEX quadrupole time-of-flight and Thermo Q-Exactive mass spectrometers. The mass accuracy of matched precursor ions also compared favorably with vendor and commercial tools. Additionally, typical analysis runtimes (∼1-100 ms per MS/MS spectrum) were short enough to enable the practical use of these high-quality signal processing tools for large clinical and research data sets.


Assuntos
Peptídeos/química , Espectrometria de Massas em Tandem/métodos , Algoritmos , Bases de Dados de Proteínas
18.
Nature ; 513(7518): 382-7, 2014 Sep 18.
Artigo em Inglês | MEDLINE | ID: mdl-25043054

RESUMO

Extensive genomic characterization of human cancers presents the problem of inference from genomic abnormalities to cancer phenotypes. To address this problem, we analysed proteomes of colon and rectal tumours characterized previously by The Cancer Genome Atlas (TCGA) and perform integrated proteogenomic analyses. Somatic variants displayed reduced protein abundance compared to germline variants. Messenger RNA transcript abundance did not reliably predict protein abundance differences between tumours. Proteomics identified five proteomic subtypes in the TCGA cohort, two of which overlapped with the TCGA 'microsatellite instability/CpG island methylation phenotype' transcriptomic subtype, but had distinct mutation, methylation and protein expression patterns associated with different clinical outcomes. Although copy number alterations showed strong cis- and trans-effects on mRNA abundance, relatively few of these extend to the protein level. Thus, proteomics data enabled prioritization of candidate driver genes. The chromosome 20q amplicon was associated with the largest global changes at both mRNA and protein levels; proteomics data highlighted potential 20q candidates, including HNF4A (hepatocyte nuclear factor 4, alpha), TOMM34 (translocase of outer mitochondrial membrane 34) and SRC (SRC proto-oncogene, non-receptor tyrosine kinase). Integrated proteogenomic analysis provides functional context to interpret genomic abnormalities and affords a new paradigm for understanding cancer biology.


Assuntos
Neoplasias do Colo/genética , Neoplasias do Colo/metabolismo , Genômica , Proteoma/metabolismo , Neoplasias Retais/genética , Neoplasias Retais/metabolismo , Transcriptoma/genética , Cromossomos Humanos Par 20/genética , Ilhas de CpG/genética , Variações do Número de Cópias de DNA/genética , Metilação de DNA , Fator 4 Nuclear de Hepatócito/genética , Humanos , Repetições de Microssatélites/genética , Proteínas de Transporte da Membrana Mitocondrial/genética , Proteínas do Complexo de Importação de Proteína Precursora Mitocondrial , Mutação de Sentido Incorreto/genética , Proteínas de Neoplasias/análise , Proteínas de Neoplasias/genética , Proteínas de Neoplasias/metabolismo , Mutação Puntual/genética , Proteoma/análise , Proteoma/genética , Proteômica , Proto-Oncogene Mas , Proteínas Proto-Oncogênicas pp60(c-src)/genética , RNA Mensageiro/análise , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , RNA Neoplásico/análise , RNA Neoplásico/genética , RNA Neoplásico/metabolismo
20.
Pathog Dis ; 69(1): 36-48, 2013 10.
Artigo em Inglês | MEDLINE | ID: mdl-23847107

RESUMO

Abscesses are a hallmark of invasive staphylococcal infections and the site of a dynamic struggle between pathogen and host. However, the precise host and bacterial factors that contribute to abscess formation and maintenance have not been completely described. In this work, we define the Staphylococcus aureus abscess proteome from both wild-type and neutropenic mice to elucidate the host response to staphylococcal infection and uncover novel S. aureus virulence factors. Among the proteins identified, the mouse protein histone H4 was enriched in the abscesses of wild-type compared with neutropenic animals. Histone H4 inhibits staphylococcal growth in vitro demonstrating a role for this protein in the innate immune response to staphylococcal infection. These analyses also identified staphylococcal proteins within the abscess, including known virulence factors and proteins with previously unrecognized roles in pathogenesis. Within the latter group was the universal stress protein Usp2, which was enriched in kidney lesions from neutropenic mice and required for the S. aureus response to stringent stress. Taken together, these data describe the S. aureus abscess proteome and lay the foundation for the identification of contributors to innate immunity and bacterial pathogenesis.


Assuntos
Abscesso/microbiologia , Abscesso/patologia , Interações Hospedeiro-Patógeno , Proteoma/análise , Pele/química , Infecções Estafilocócicas/patologia , Staphylococcus aureus/química , Animais , Modelos Animais de Doenças , Fatores Imunológicos/análise , Camundongos , Pele/imunologia , Pele/microbiologia , Pele/patologia , Infecções Estafilocócicas/microbiologia , Staphylococcus aureus/imunologia , Staphylococcus aureus/fisiologia , Fatores de Virulência/análise
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