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1.
Mol Cell Proteomics ; 15(1): 124-40, 2016 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-26537799

RESUMEN

Various cancers such as colorectal cancer (CRC) are associated with alterations in protein glycosylation. CRC cell lines are frequently used to study these (glyco)biological changes and their mechanisms. However, differences between CRC cell lines with regard to their glycosylation have hitherto been largely neglected. Here, we comprehensively characterized the N-glycan profiles of 25 different CRC cell lines, derived from primary tumors and metastatic sites, in order to investigate their potential as glycobiological tumor model systems and to reveal glycans associated with cell line phenotypes. We applied an optimized, high-throughput membrane-based enzymatic glycan release for small sample amounts. Released glycans were derivatized to stabilize and differentiate between α2,3- and α2,6-linked N-acetylneuraminic acids, followed by N-glycosylation analysis by MALDI-TOF(/TOF)-MS. Our results showed pronounced differences between the N-glycosylation patterns of CRC cell lines. CRC cell line profiles differed from tissue-derived N-glycan profiles with regard to their high-mannose N-glycan content but showed a large overlap for complex type N-glycans, supporting their use as a glycobiological cancer model system. Importantly, we could show that the high-mannose N-glycans did not only occur as intracellular precursors but were also present at the cell surface. The obtained CRC cell line N-glycan features were not clearly correlated with mRNA expression levels of glycosyltransferases, demonstrating the usefulness of performing the structural analysis of glycans. Finally, correlation of CRC cell line glycosylation features with cancer cell markers and phenotypes revealed an association between highly fucosylated glycans and CDX1 and/or villin mRNA expression that both correlate with cell differentiation. Together, our findings provide new insights into CRC-associated glycan changes and setting the basis for more in-depth experiments on glycan function and regulation.


Asunto(s)
Neoplasias Colorrectales/metabolismo , Glicómica/métodos , Proteínas de Homeodominio/metabolismo , Proteínas de Microfilamentos/metabolismo , Polisacáridos/metabolismo , Células CACO-2 , Diferenciación Celular/genética , Línea Celular Tumoral , Neoplasias Colorrectales/genética , Neoplasias Colorrectales/patología , Fucosa/metabolismo , Regulación Neoplásica de la Expresión Génica , Glicosilación , Glicosiltransferasas/genética , Glicosiltransferasas/metabolismo , Células HCT116 , Células HT29 , Proteínas de Homeodominio/genética , Humanos , Proteínas de Microfilamentos/genética , Análisis de Componente Principal , ARN Mensajero/genética , ARN Mensajero/metabolismo , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción , Espectrometría de Masas en Tándem
2.
PLoS Genet ; 11(1): e1004835, 2015 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-25569235

RESUMEN

Metabolite quantitative traits carry great promise for epidemiological studies, and their genetic background has been addressed using Genome-Wide Association Studies (GWAS). Thus far, the role of less common variants has not been exhaustively studied. Here, we set out a GWAS for metabolite quantitative traits in serum, followed by exome sequence analysis to zoom in on putative causal variants in the associated genes. 1H Nuclear Magnetic Resonance (1H-NMR) spectroscopy experiments yielded successful quantification of 42 unique metabolites in 2,482 individuals from The Erasmus Rucphen Family (ERF) study. Heritability of metabolites were estimated by SOLAR. GWAS was performed by linear mixed models, using HapMap imputations. Based on physical vicinity and pathway analyses, candidate genes were screened for coding region variation using exome sequence data. Heritability estimates for metabolites ranged between 10% and 52%. GWAS replicated three known loci in the metabolome wide significance: CPS1 with glycine (P-value  = 1.27×10-32), PRODH with proline (P-value  = 1.11×10-19), SLC16A9 with carnitine level (P-value  = 4.81×10-14) and uncovered a novel association between DMGDH and dimethyl-glycine (P-value  = 1.65×10-19) level. In addition, we found three novel, suggestively significant loci: TNP1 with pyruvate (P-value  = 1.26×10-8), KCNJ16 with 3-hydroxybutyrate (P-value  = 1.65×10-8) and 2p12 locus with valine (P-value  = 3.49×10-8). Exome sequence analysis identified potentially causal coding and regulatory variants located in the genes CPS1, KCNJ2 and PRODH, and revealed allelic heterogeneity for CPS1 and PRODH. Combined GWAS and exome analyses of metabolites detected by high-resolution 1H-NMR is a robust approach to uncover metabolite quantitative trait loci (mQTL), and the likely causative variants in these loci. It is anticipated that insight in the genetics of intermediate phenotypes will provide additional insight into the genetics of complex traits.


Asunto(s)
Exoma/genética , Estudio de Asociación del Genoma Completo , Metaboloma/genética , Sitios de Carácter Cuantitativo/genética , Femenino , Predisposición Genética a la Enfermedad , Glicina/sangre , Humanos , Errores Innatos del Metabolismo , Fenotipo , Polimorfismo de Nucleótido Simple , Ácido Pirúvico/sangre , Valina/sangre
3.
Mass Spectrom Rev ; 35(2): 259-71, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-24852088

RESUMEN

With the development of more sensitive hyphenation strategies for capillary electrophoresis-electrospray-mass spectrometry the technique has reemerged as technique with high separation power combined with high sensitivity in the analysis of peptides and protein digests. This review will discuss the newly developed hyphenation strategies for CE-ESI-MS and their application in bottom-up proteomics as well as the applications in the same time span, 2009 to present, using co-axial sheathliquid. Subsequently all separate aspects in the development of a CE-ESI-MS method for bottom-up proteomics shall be discussed, highlighting certain applications and discussing pros and cons of the various choices. The separation of peptides in a capillary electrophoresis system is discussed including the great potential for modeling of this migration of peptides due to the simple electrophoretic separation process. Furthermore, the technical aspects of method development are discussed, namely; background electrolyte choice, coating of the separation capillary and chosen loading method. Finally, conclusions and an outlook on future developments in the field of bottom-up proteomics by CE-ESI-MS will be provided.


Asunto(s)
Electroforesis Capilar/métodos , Mapeo Peptídico/métodos , Proteoma/química , Proteoma/aislamiento & purificación , Proteómica/métodos , Espectrometría de Masa por Ionización de Electrospray/métodos , Algoritmos , Electroforesis Capilar/instrumentación , Manejo de Especímenes/instrumentación , Manejo de Especímenes/métodos , Espectrometría de Masa por Ionización de Electrospray/instrumentación , Integración de Sistemas
4.
Int Arch Allergy Immunol ; 174(3-4): 170-182, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-29130972

RESUMEN

BACKGROUND: Dendritic cells (DCs) are the sentinels of the immune system. Upon recognition of a pathogen, they mature and migrate to draining lymph nodes to prime and polarize T cell responses. Although it is known that helminths and helminth-derived molecules condition DCs to polarize T helper (Th) cells towards Th2, the underlying mechanisms remain incompletely understood. OBJECTIVES: The aim of this study was to conduct a proteome analysis of helminth antigen-stimulated DCs in order to gain more insight into the cellular processes associated with their ability to polarize immune responses. METHODS: We analyzed the maturation and polarization of monocyte-derived DCs from 9 donors at 2 different time points after stimulation with different Th1- and Th2-polarizing pathogen-derived molecules. The samples were measured using liquid chromatography-Fourier transform ion cyclotron resonance mass spectrometry for relative quantitation. RESULTS: Lipopolysaccharide-induced maturation promoted the expression of proteins related to metabolic, cellular, and immune system processes. Th1-polarizing DCs, conditioned by IFN-γ during maturation, displayed accelerated maturation by differentially expressing cytoskeletal proteins and proteins involved in immune regulation. The stimulation of DCs with soluble egg antigens and omega-1 derived from Schistosoma mansoni, which are both Th2-inducing stimuli, increased 60S acidic ribosomal protein P2, and vesicle amine transferase 1 while decreasing the expression of proteins related to antigen processing and presentation. CONCLUSION: Our data indicate that not only proteins involved in the interaction between T cells and DCs at the level of the immunological synapse, but also those related to cellular metabolism and stress, may promote Th2 polarization.


Asunto(s)
Células Dendríticas/inmunología , Schistosoma mansoni/inmunología , Esquistosomiasis mansoni/inmunología , Células TH1/inmunología , Células Th2/inmunología , Animales , Presentación de Antígeno , Antígenos Helmínticos/inmunología , Diferenciación Celular , Células Cultivadas , Proteínas del Huevo/inmunología , Humanos , Evasión Inmune , Interferón gamma/inmunología , Lipopolisacáridos/inmunología , Proteómica
5.
Mol Cell Proteomics ; 14(2): 277-88, 2015 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-25452313

RESUMEN

All human cells are covered by glycans, the carbohydrate units of glycoproteins, glycolipids, and proteoglycans. Most glycans are localized to cell surfaces and participate in events essential for cell viability and function. Glycosylation evolves during carcinogenesis, and therefore carcinoma-related glycan structures are potential cancer biomarkers. Colorectal cancer is one of the world's three most common cancers, and its incidence is rising. Novel biomarkers are essential to identify patients for targeted and individualized therapy. We compared the N-glycan profiles of five rectal adenomas and 18 rectal carcinomas of different stages by matrix-assisted laser desorption-ionization time-of-flight mass spectrometry. Paraffin-embedded tumor samples were deparaffinized, and glycans were enzymatically released and purified. We found differences in glycosylation between adenomas and carcinomas: monoantennary, sialylated, pauci-mannose, and small high-mannose N-glycan structures were more common in carcinomas than in adenomas. We also found differences between stage I-II and stage III carcinomas. Based on these findings, we selected two glycan structures: pauci-mannose and sialyl Lewis a, for immunohistochemical analysis of their tissue expression in 220 colorectal cancer patients. In colorectal cancer, poor prognosis correlated with elevated expression of sialyl Lewis a, and in advanced colorectal cancer, poor prognosis correlated with elevated expression of pauci-mannose. In conclusion, by mass spectrometry we found several carcinoma related glycans, and we demonstrate a method of transforming these results into immunohistochemistry, a readily applicable method to study biomarker expression in patient samples.


Asunto(s)
Adenoma/metabolismo , Carcinoma/metabolismo , Glicómica/métodos , Neoplasias del Recto/metabolismo , Adenoma/patología , Adulto , Anciano , Anciano de 80 o más Años , Asparagina/metabolismo , Antígeno CA-19-9 , Carcinoma/patología , Neoplasias Colorrectales/metabolismo , Progresión de la Enfermedad , Femenino , Glicosilación , Humanos , Inmunohistoquímica , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Oligosacáridos/metabolismo , Polisacáridos/metabolismo , Análisis de Componente Principal , Neoplasias del Recto/patología , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción , Análisis de Supervivencia
6.
Mol Cell Proteomics ; 14(7): 1750-69, 2015 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-25883177

RESUMEN

Glycans present on glycoproteins and glycolipids of the major human parasite Schistosoma mansoni induce innate as well as adaptive immune responses in the host. To be able to study the molecular characteristics of schistosome infections it is therefore required to determine the expression profiles of glycans and antigenic glycan-motifs during a range of critical stages of the complex schistosome lifecycle. We performed a longitudinal profiling study covering schistosome glycosylation throughout worm- and egg-development using a mass spectrometry-based glycomics approach. Our study revealed that during worm development N-glycans with Galß1-4(Fucα1-3)GlcNAc (LeX) and core-xylose motifs were rapidly lost after cercariae to schistosomula transformation, whereas GalNAcß1-4GlcNAc (LDN)-motifs gradually became abundant and predominated in adult worms. LeX-motifs were present on glycolipids up to 2 weeks of schistosomula development, whereas glycolipids with mono- and multifucosylated LDN-motifs remained present up to the adult worm stage. In contrast, expression of complex O-glycans diminished to undetectable levels within days after transformation. During egg development, a rich diversity of N-glycans with fucosylated motifs was expressed, but with α3-core fucose and a high degree of multifucosylated antennae only in mature eggs and miracidia. N-glycan antennae were exclusively LDN-based in miracidia. O-glycans in the mature eggs were also diverse and contained LeX- and multifucosylated LDN, but none of these were associated with miracidia in which we detected only the Galß1-3(Galß1-6)GalNAc core glycan. Immature eggs also exhibited short O-glycan core structures only, suggesting that complex fucosylated O-glycans of schistosome eggs are derived primarily from glycoproteins produced by the subshell envelope in the developed egg. Lipid glycans with multifucosylated GlcNAc repeats were present throughout egg development, but with the longer highly fucosylated stretches enriched in mature eggs and miracidia. This global analysis of the developing schistosome's glycome provides new insights into how stage-specifically expressed glycans may contribute to different aspects of schistosome-host interactions.


Asunto(s)
Antígenos de Protozoos/metabolismo , Glicómica/métodos , Estadios del Ciclo de Vida , Parásitos/metabolismo , Polisacáridos/metabolismo , Schistosoma mansoni/crecimiento & desarrollo , Schistosoma mansoni/metabolismo , Animales , Epítopos/metabolismo , Glicoproteínas/química , Glicoproteínas/metabolismo , Glicosilación , Humanos , Lípidos/química , Óvulo/metabolismo , Parásitos/crecimiento & desarrollo , Polisacáridos/química , Proteínas Protozoarias/química , Proteínas Protozoarias/metabolismo , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción
7.
Ann Rheum Dis ; 75(3): 578-85, 2016 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25587188

RESUMEN

OBJECTIVES: To understand the molecular features distinguishing anti-citrullinated protein antibodies (ACPA) from 'conventional' antibodies in rheumatoid arthritis (RA). METHODS: Serum of ACPA-positive RA patients was fractionated by size exclusion chromatography and analysed for the presence of ACPA-IgG by ELISA. ACPA-IgG and non-citrulline-specific IgG were affinity purified from serum, plasma and/or synovial fluid and analysed by gel electrophoresis. Electrophoresis bands were excised, enzymatically digested and analysed by mass spectrometry. Binding affinity to citrullinated antigens was measured by ELISA and imaging surface plasmon resonance using recombinant monoclonal ACPA with molecular modifications. RESULTS: In all donor samples studied (n=24), ACPA-IgG exhibited a 10-20 kDa higher molecular weight compared with non-autoreactive IgG. This feature also distinguished ACPA-IgG from antibodies against recall antigens or other disease-specific autoantibodies. Structural analysis revealed that a high frequency of N-glycans in the (hyper)variable domains of ACPA is responsible for this observation. In line with their localisation, these N-glycans were found to modulate binding avidity of ACPA to citrullinated antigens. CONCLUSIONS: The vast majority of ACPA-IgG harbour N-glycans in their variable domains. As N-linked glycosylation requires glycosylation consensus sites in the protein sequence and as these are lacking in the 'germline-counterparts' of identified variable domains, our data indicate that the N-glycosylation sites in ACPA variable domains have been introduced by somatic hypermutation. This finding also suggests that ACPA-hyperglycosylation confers a selective advantage to ACPA-producing B cells. This unique and completely novel feature of the citrulline-specific immune response in RA elucidates our understanding of the underlying B cell response.


Asunto(s)
Artritis Reumatoide/inmunología , Autoanticuerpos/metabolismo , Autoantígenos/inmunología , Citrulina/metabolismo , Glicosilación , Inmunoglobulina G/inmunología , Polisacáridos/metabolismo , Adulto , Anciano , Autoanticuerpos/química , Autoantígenos/metabolismo , Cromatografía en Gel , Electroforesis , Ensayo de Inmunoadsorción Enzimática , Femenino , Humanos , Inmunoglobulina G/metabolismo , Masculino , Espectrometría de Masas , Persona de Mediana Edad , Peso Molecular , Polisacáridos/química , Resonancia por Plasmón de Superficie , Líquido Sinovial/inmunología
8.
Blood ; 123(4): 471-80, 2014 Jan 23.
Artículo en Inglés | MEDLINE | ID: mdl-24243971

RESUMEN

Immunoglobulin G (IgG) formed during pregnancy against human platelet antigens (HPAs) of the fetus mediates fetal or neonatal alloimmune thrombocytopenia (FNAIT). Because antibody titer or isotype does not strictly correlate with disease severity, we investigated by mass spectrometry variations in the glycosylation at Asn297 in the IgG Fc because the composition of this glycan can be highly variable, affecting binding to phagocyte IgG-Fc receptors (FcγR). We found markedly decreased levels of core fucosylation of anti-HPA-1a-specific IgG1 from FNAIT patients (n = 48), but not in total serum IgG1. Antibodies with a low amount of fucose displayed higher binding affinity to FcγRIIIa and FcγRIIIb, but not to FcγRIIa, compared with antibodies with a high amount of Fc fucose. Consequently, these antibodies with a low amount of Fc fucose showed enhanced phagocytosis of platelets using FcγRIIIb(+) polymorphonuclear cells or FcγRIIIa(+) monocytes as effector cells, but not with FcγRIIIa(-) monocytes. In addition, the degree of anti-HPA-1a fucosylation correlated positively with the neonatal platelet counts in FNAIT, and negatively to the clinical disease severity. In contrast to the FNAIT patients, no changes in core fucosylation were observed for anti-HLA antibodies in refractory thrombocytopenia (post platelet transfusion), indicating that the level of fucosylation may be antigen dependent and/or related to the immune milieu defined by pregnancy.


Asunto(s)
Plaquetas/inmunología , Fragmentos Fc de Inmunoglobulinas/química , Inmunoglobulina G/química , Isoanticuerpos/química , Trombocitopenia Neonatal Aloinmune/sangre , Trombocitopenia Neonatal Aloinmune/inmunología , Anticuerpos Monoclonales/química , Asparagina/química , Estudios de Cohortes , Femenino , Fucosa/química , Glucosa/química , Glicosilación , Antígenos HLA/química , Humanos , Fragmentos Fc de Inmunoglobulinas/sangre , Inmunoglobulina G/sangre , Isoanticuerpos/sangre , Espectrometría de Masas , Monocitos/citología , Recuento de Plaquetas , Periodo Posparto , Embarazo , Proteínas Recombinantes/química , Resonancia por Plasmón de Superficie
9.
Rapid Commun Mass Spectrom ; 30(6): 731-8, 2016 Mar 30.
Artículo en Inglés | MEDLINE | ID: mdl-26864526

RESUMEN

RATIONALE: Peptide tandem mass spectra can be analyzed by a number of means. They can be compared against predicted spectra of peptides derived from genome sequences, compared against previously acquired and identified spectra, or - sometimes - sequenced de novo. We recently introduced another method which compares spectra between liquid chromatography/tandem mass spectrometry (LC/MS/MS) datasets to determine the shared spectral content, and demonstrated how this can be applied in a molecular phylogenetic study using sera from human and non-human primates. We will here explore if such a method have other, serendipitous uses. METHODS: We used the existing compareMS2 algorithm without modification on a diverse set of experiments. RESULTS: First we conducted a small phylogenetic study, using (mammalian) bone samples to study old material, and human pathogens aiming to distinguish clinically important strains. Although not as straightforward as primate sera analysis, the method shows significant promise for all these applications. We also used the algorithm to compare 24 different protocols for extraction of proteins from muscle tissue. The results provided useful information in comparing protocols. Finally, we applied compareMS2 aiming for quality control of two traceable protein reference standards (troponin) used in clinical chemistry assays, by analysing the effect of storage conditions. CONCLUSIONS: The results illustrate a broad applicability of the metric based on shared tandem mass spectra between LC/MS/MS datasets for analysing protein digests in different types of experiments. There is no reason to assume that our instance of this method is optimal in any of these situations, as it makes limited or no use of accurate mass and chromatographic retention time. We propose that with further improvement and refinement, this type of analysis can be applied as a simple but informative first step in many pipelines for bottom-up tandem mass spectrometry data analysis in proteomics and other fields, comparing or analysing large numbers of samples or datasets.


Asunto(s)
Cromatografía Liquida/métodos , Biología Molecular/métodos , Filogenia , Espectrometría de Masas en Tándem/métodos , Animales , Biomarcadores/análisis , Humanos
10.
J Pathol ; 235(1): 3-13, 2015 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-25201776

RESUMEN

An essential and so far unresolved factor influencing the evolution of cancer and the clinical management of patients is intratumour clonal and phenotypic heterogeneity. However, the de novo identification of tumour subpopulations is so far both a challenging and an unresolved task. Here we present the first systematic approach for the de novo discovery of clinically detrimental molecular tumour subpopulations. In this proof-of-principle study, spatially resolved, tumour-specific mass spectra were acquired, using matrix-assisted laser desorption/ionization (MALDI) imaging mass spectrometry, from tissues of 63 gastric carcinoma and 32 breast carcinoma patients. The mass spectra, representing the proteomic heterogeneity within tumour areas, were grouped by a corroborated statistical clustering algorithm in order to obtain segmentation maps of molecularly distinct regions. These regions were presumed to represent different phenotypic tumour subpopulations. This was confirmed by linking the presence of these tumour subpopulations to the patients' clinical data. This revealed several of the detected tumour subpopulations to be associated with a different overall survival of the gastric cancer patients (p = 0.025) and the presence of locoregional metastases in patients with breast cancer (p = 0.036). The procedure presented is generic and opens novel options in cancer research, as it reveals microscopically indistinct tumour subpopulations that have an adverse impact on clinical outcome. This enables their further molecular characterization for deeper insights into the biological processes of cancer, which may finally lead to new targeted therapies.


Asunto(s)
Neoplasias de la Mama/patología , Tumores del Estroma Gastrointestinal/patología , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción , Algoritmos , Neoplasias de la Mama/mortalidad , Análisis por Conglomerados , Femenino , Tumores del Estroma Gastrointestinal/mortalidad , Humanos , Masculino , Fenotipo , Proteómica/métodos , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción/métodos
11.
Methods ; 81: 74-85, 2015 Jun 15.
Artículo en Inglés | MEDLINE | ID: mdl-25766926

RESUMEN

A fully automated workflow was developed and validated for simultaneous quantification of the cardiovascular disease risk markers apolipoproteins A-I (apoA-I) and B-100 (apoB-100) in clinical sera. By coupling of stable-isotope standards and capture by anti-peptide antibodies (SISCAPA) for enrichment of proteotypic peptides from serum digests to matrix-assisted laser desorption/ionization time-of-flight (MALDI-TOF) MS detection, the standardized platform enabled rapid, liquid chromatography-free quantification at a relatively high throughput of 96 samples in 12h. The average imprecision in normo- and triglyceridemic serum pools was 3.8% for apoA-I and 4.2% for apoB-100 (4 replicates over 5 days). If stored properly, the MALDI target containing enriched apoA-1 and apoB-100 peptides could be re-analyzed without any effect on bias or imprecision for at least 7 days after initial analysis. Validation of the workflow revealed excellent linearity for daily calibration with external, serum-based calibrators (R(2) of 0.984 for apoA-I and 0.976 for apoB-100 as average over five days), and absence of matrix effects or interference from triglycerides, protein content, hemolysates, or bilirubins. Quantification of apoA-I in 93 normo- and hypertriglyceridemic clinical sera showed good agreement with immunoturbidimetric analysis (slope = 1.01, R(2) = 0.95, mean bias = 4.0%). Measurement of apoB-100 in the same clinical sera using both methods, however, revealed several outliers in SISCAPA-MALDI-TOF-MS measurements, possibly as a result of the lower MALDI-TOF-MS signal intensity (slope = 1.09, R(2) = 0.91, mean bias = 2.0%). The combination of analytical performance, rapid cycle time and automation potential validate the SISCAPA-MALDI-TOF-MS platform as a valuable approach for standardized and high-throughput quantification of apoA-I and apoB-100 in large sample cohorts.


Asunto(s)
Apolipoproteína A-I/sangre , Apolipoproteína B-100/sangre , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción/métodos , Anticuerpos Monoclonales , Apolipoproteína A-I/inmunología , Apolipoproteína B-100/inmunología , Biomarcadores/sangre , Calibración , Humanos , Flujo de Trabajo
12.
Mol Cell Proteomics ; 13(5): 1231-44, 2014 May.
Artículo en Inglés | MEDLINE | ID: mdl-24623589

RESUMEN

Bacterial secreted proteins constitute a biologically important subset of proteins involved in key processes related to infection such as adhesion, colonization, and dissemination. Bacterial extracellular proteases, in particular, have attracted considerable attention, as they have been shown to be indispensable for bacterial virulence. Here, we analyzed the extracellular subproteome of Clostridium difficile and identified a hypothetical protein, CD2830, as a novel secreted metalloprotease. Following the identification of a CD2830 cleavage site in human HSP90ß, a series of synthetic peptide substrates was used to identify the favorable CD2830 cleavage motif. This motif was characterized by a high prevalence of proline residues. Intriguingly, CD2830 has a preference for cleaving Pro-Pro bonds, unique among all hitherto described proteases. Strikingly, within the C. difficile proteome two putative adhesion molecules, CD2831 and CD3246, were identified that contain multiple CD2830 cleavage sites (13 in total). We subsequently found that CD2830 efficiently cleaves CD2831 between two prolines at all predicted cleavage sites. Moreover, native CD2830, secreted by live cells, cleaves endogenous CD2831 and CD3246. These findings highlight CD2830 as a highly specific endoproteinase with a preference for proline residues surrounding the scissile bond. Moreover, the efficient cleavage of two putative surface adhesion proteins points to a possible role of CD2830 in the regulation of C. difficile adhesion.


Asunto(s)
Proteínas Bacterianas/metabolismo , Clostridioides difficile/enzimología , Proteínas de la Membrana/genética , Metaloproteasas/metabolismo , Prolina/metabolismo , Señales de Clasificación de Proteína , Proteínas Bacterianas/genética , Dominio Catalítico , Infecciones por Clostridium/parasitología , Evolución Molecular , Proteínas HSP90 de Choque Térmico/metabolismo , Humanos , Metaloproteasas/química , Metaloproteasas/genética , Modelos Moleculares , Filogenia , Proteoma/análisis
13.
Mol Cell Proteomics ; 13(6): 1598-610, 2014 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-24719452

RESUMEN

The biological and clinical relevance of glycosylation is becoming increasingly recognized, leading to a growing interest in large-scale clinical and population-based studies. In the past few years, several methods for high-throughput analysis of glycans have been developed, but thorough validation and standardization of these methods is required before significant resources are invested in large-scale studies. In this study, we compared liquid chromatography, capillary gel electrophoresis, and two MS methods for quantitative profiling of N-glycosylation of IgG in the same data set of 1201 individuals. To evaluate the accuracy of the four methods we then performed analysis of association with genetic polymorphisms and age. Chromatographic methods with either fluorescent or MS-detection yielded slightly stronger associations than MS-only and multiplexed capillary gel electrophoresis, but at the expense of lower levels of throughput. Advantages and disadvantages of each method were identified, which should inform the selection of the most appropriate method in future studies.


Asunto(s)
Ensayos Analíticos de Alto Rendimiento/métodos , Inmunoglobulina G/genética , Espectrometría de Masas/métodos , Polisacáridos/genética , Adulto , Cromatografía Liquida , Electroforesis Capilar , Glicosilación , Humanos , Interacciones Hidrofóbicas e Hidrofílicas , Polimorfismo Genético , Polisacáridos/aislamiento & purificación
14.
Proc Natl Acad Sci U S A ; 110(12): 4673-8, 2013 Mar 19.
Artículo en Inglés | MEDLINE | ID: mdl-23487758

RESUMEN

Genetic variants influencing the transcriptome have been extensively studied. However, the impact of the genetic factors on the human proteome is largely unexplored, mainly due to lack of suitable high-throughput methods. Here we present unique and comprehensive identification of genetic variants affecting the human plasma protein profile by combining high-throughput and high-resolution mass spectrometry (MS) with genome-wide SNP data. We identified and quantified the abundance of 1,056 tryptic-digested peptides, representing 163 proteins in the plasma of 1,060 individuals from two population-based cohorts. The abundance level of almost one-fifth (19%) of the peptides was found to be heritable, with heritability ranging from 0.08 to 0.43. The levels of 60 peptides from 25 proteins, 15% of the proteins studied, were influenced by cis-acting SNPs. We identified and replicated individual cis-acting SNPs (combined P value ranging from 3.1 × 10(-52) to 2.9 × 10(-12)) influencing 11 peptides from 5 individual proteins. These SNPs represent both regulatory SNPs and nonsynonymous changes defining well-studied disease alleles such as the ε4 allele of apolipoprotein E (APOE), which has been shown to increase risk of Alzheimer's disease. Our results show that high-throughput mass spectrometry represents a promising method for large-scale characterization of the human proteome, allowing for both quantification and sequencing of individual proteins. Abundance and peptide composition of a protein plays an important role in the etiology, diagnosis, and treatment of a number of diseases. A better understanding of the genetic impact on the plasma proteome is therefore important for evaluating potential biomarkers and therapeutic agents for common diseases.


Asunto(s)
Alelos , Proteínas Sanguíneas , Polimorfismo de Nucleótido Simple , Proteoma , Adolescente , Adulto , Biomarcadores/sangre , Proteínas Sanguíneas/genética , Proteínas Sanguíneas/metabolismo , Estudios de Cohortes , Femenino , Marcadores Genéticos , Estudio de Asociación del Genoma Completo , Humanos , Masculino , Persona de Mediana Edad , Proteoma/genética , Proteoma/metabolismo
15.
PLoS Genet ; 9(1): e1003225, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23382691

RESUMEN

Glycosylation of immunoglobulin G (IgG) influences IgG effector function by modulating binding to Fc receptors. To identify genetic loci associated with IgG glycosylation, we quantitated N-linked IgG glycans using two approaches. After isolating IgG from human plasma, we performed 77 quantitative measurements of N-glycosylation using ultra-performance liquid chromatography (UPLC) in 2,247 individuals from four European discovery populations. In parallel, we measured IgG N-glycans using MALDI-TOF mass spectrometry (MS) in a replication cohort of 1,848 Europeans. Meta-analysis of genome-wide association study (GWAS) results identified 9 genome-wide significant loci (P<2.27 × 10(-9)) in the discovery analysis and two of the same loci (B4GALT1 and MGAT3) in the replication cohort. Four loci contained genes encoding glycosyltransferases (ST6GAL1, B4GALT1, FUT8, and MGAT3), while the remaining 5 contained genes that have not been previously implicated in protein glycosylation (IKZF1, IL6ST-ANKRD55, ABCF2-SMARCD3, SUV420H1, and SMARCB1-DERL3). However, most of them have been strongly associated with autoimmune and inflammatory conditions (e.g., systemic lupus erythematosus, rheumatoid arthritis, ulcerative colitis, Crohn's disease, diabetes type 1, multiple sclerosis, Graves' disease, celiac disease, nodular sclerosis) and/or haematological cancers (acute lymphoblastic leukaemia, Hodgkin lymphoma, and multiple myeloma). Follow-up functional experiments in haplodeficient Ikzf1 knock-out mice showed the same general pattern of changes in IgG glycosylation as identified in the meta-analysis. As IKZF1 was associated with multiple IgG N-glycan traits, we explored biomarker potential of affected N-glycans in 101 cases with SLE and 183 matched controls and demonstrated substantial discriminative power in a ROC-curve analysis (area under the curve = 0.842). Our study shows that it is possible to identify new loci that control glycosylation of a single plasma protein using GWAS. The results may also provide an explanation for the reported pleiotropy and antagonistic effects of loci involved in autoimmune diseases and haematological cancer.


Asunto(s)
Enfermedades Autoinmunes , Pleiotropía Genética , Glicosiltransferasas/genética , Neoplasias Hematológicas , Inmunoglobulina G , Animales , Enfermedades Autoinmunes/genética , Enfermedades Autoinmunes/metabolismo , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Glicosilación , Glicosiltransferasas/sangre , Neoplasias Hematológicas/genética , Neoplasias Hematológicas/metabolismo , Humanos , Inmunoglobulina G/sangre , Inmunoglobulina G/genética , Ratones , Ratones Noqueados , Esclerosis Múltiple/genética
16.
J Proteome Res ; 14(4): 1657-65, 2015 Apr 03.
Artículo en Inglés | MEDLINE | ID: mdl-25761865

RESUMEN

Granulomatosis with polyangiitis (GPA) is associated with circulating immunoglobulin (Ig) G anti-proteinase 3 specific (anti-PR3) anti-neutrophil cytoplasm antibodies (ANCA), which activate cytokine primed neutrophils via Fcgamma receptors. ANCA are class switched IgG antibodies implying T cell help in their production. Glycosylation of IgG Fc, under the control of T cell cytokines, determines the interaction between IgG and its receptors. Previous studies have reported aberrant glycosylation of Ig Fc in GPA patients. We investigated whether aberrant Fc glycosylation was present on anti-PR3 ANCA as well as whole IgG subclass preparations compared to healthy controls and whether this correlated with Birmingham vasculitis activity scores (BVAS), serum cytokines, and time to remission. Here, IgG Fc glycosylation of GPA patients and controls and anti-PR3 ANCA Fc glycosylation were determined by mass spectrometry of glycopeptides. IgG1 and IgG2 subclasses from GPA patients showed reduced galactosylation, sialylation, and bisection compared to healthy controls. Anti-PR3 IgG1 ANCA Fc galactosylation, sialylation, and bisection were reduced compared to total IgG1 in GPA. Galactosylation of anti-PR3 ANCA Fc correlated with inflammatory cytokines and time to remission but not BVAS. Bisection of anti-PR3 ANCA Fc correlated with BVAS. Total IgG1 and anti-PR3 IgG1 Fc galactosylation were weakly correlated, while bisection of IgG1 and anti-PR3 showed no correlation. Our data indicate that aberrant ANCA galactosylation may be driven in an antigen-specific manner.


Asunto(s)
Autoanticuerpos/metabolismo , Granulomatosis con Poliangitis/metabolismo , Inmunoglobulina G/metabolismo , Mieloblastina/inmunología , Adulto , Autoanticuerpos/inmunología , Citocinas/sangre , Glicosilación , Granulomatosis con Poliangitis/inmunología , Humanos , Inmunoglobulina G/inmunología , Espectrometría de Masas , Persona de Mediana Edad , Vasculitis/patología
17.
Anal Chem ; 87(6): 3429-37, 2015 Mar 17.
Artículo en Inglés | MEDLINE | ID: mdl-25719938

RESUMEN

An accurate mass measurement of a known protein provides information on potential amino acid deletions and post-translational modifications. Although this field is dominated by strategies based on electrospray ionization, mass spectrometry (MS) methods using matrix-assisted laser desorption/ionization (MALDI) have the advantage of yielding predominantly singly charged precursor ions, thus avoiding peak overlap from different charge states of multiple species. Such MALDI-MS methods require mass measurement at ultrahigh resolution, which is provided by Fourier transform ion cyclotron resonance (FTICR) mass analyzers. Recently, using a MALDI-FTICR-MS platform equipped with a 15 T magnet, we reported on the mass analysis of intact human serum peptides and small proteins with isotopic resolution up to ∼15 kDa and identified new proteoforms from an accurate measurement of mass distances. In the current study, we have used this FTICR system after an upgrade with a novel dynamically harmonized ICR cell, i.e., ParaCell, for mapping isotopically resolved intact proteins up to about 17 kDa and performed top-down MALDI in-source decay (ISD) analysis. Standard proteins myoglobin (m/z-value 16,950) and ribonuclease B (m/z-value 14,900) were measured with resolving powers of 62,000 and 61,000, respectively. Furthermore, it will be shown that (singly charged) MALDI-ISD fragment ions can be measured at isotopic resolution up to m/z-value 12,000 (e.g., resolving power 39,000 at m/z-value 12,000) providing more reliable identifications. Moreover, examples are presented of pseudo-MS(3) experiments on ISD fragment ions from RNase B by collisional-induced dissociation (CID).


Asunto(s)
Ciclotrones , Análisis de Fourier , Mioglobina/química , Ribonucleasas/química , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción/métodos , Secuencia de Aminoácidos , Animales , Bovinos , Isótopos , Datos de Secuencia Molecular , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción/instrumentación
18.
Ann Rheum Dis ; 74(1): 234-41, 2015 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-24106048

RESUMEN

OBJECTIVE: To determine whether anticitrullinated protein antibodies (ACPA) exhibit specific changes in Fc glycosylation prior to the onset of arthritis. METHODS: Serum samples of patients with ACPA-positive arthralgia (n=183) were collected at baseline and at various time points of follow-up. 105 patients developed arthritis after a median of 12 months (IQR 6-24) and were classified as having either rheumatoid arthritis (RA, n=48) or undifferentiated arthritis (UA, n=57) based on the 1987 American College of Rheumatology (ACR) criteria. ACPA and total serum IgG were isolated by affinity purification and cleaved by trypsin. ACPA-IgG1 Fc-glycopeptides were subsequently analysed by nano-liquid chromatography mass spectrometry and compared to those of total IgG1. RESULTS: At baseline, ACPA-IgG1 and total IgG1 from arthralgia patients displayed similar Fc glycosylation patterns. By contrast, at the onset of arthritis, ACPA exhibited a decrease in galactose residues in RA patients, but not in UA patients. This decrease occurred around 3 months prior to diagnosis and was paralleled by an increase in systemic inflammation (erythrocyte sedimentation rate). Galactosylation of total IgG1 was also decreased in RA, but this did not precede the onset of arthritis. Interestingly, we additionally noted a higher degree of ACPA-IgG1 Fc core fucosylation at baseline as compared with total IgG1, which further increased prior to diagnosis. CONCLUSIONS: ACPA display significant changes in Fc galactosylation and fucosylation prior to the onset of RA. These changes towards a more pro-inflammatory phenotype could be involved in driving the disease process.


Asunto(s)
Artritis Reumatoide/metabolismo , Autoanticuerpos/metabolismo , Fragmentos Fc de Inmunoglobulinas/metabolismo , Péptidos Cíclicos/inmunología , Polisacáridos/metabolismo , Síntomas Prodrómicos , Adulto , Artritis/inmunología , Artritis/metabolismo , Artritis Reumatoide/inmunología , Autoanticuerpos/inmunología , Estudios de Casos y Controles , Femenino , Fucosa/metabolismo , Galactosa/metabolismo , Glicosilación , Humanos , Inflamación , Masculino , Persona de Mediana Edad , Fenotipo
19.
Anal Bioanal Chem ; 407(8): 2167-76, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25381617

RESUMEN

Matrix-assisted laser desorption/ionization (MALDI) mass spectrometry imaging using 9-aminoacridine as the matrix leads to the detection of low mass metabolites and lipids directly from cancer tissues. These included lactate and pyruvate for studying the Warburg effect, as well as succinate and fumarate, metabolites whose accumulation is associated with specific syndromes. By using the pathway information present in the human metabolome database, it was possible to identify regions within tumor tissue samples with distinct metabolic signatures that were consistent with known tumor biology. We present a data analysis workflow for assessing metabolic pathways in their histopathological context.


Asunto(s)
Neoplasias de la Mama/química , Neoplasias de la Mama/metabolismo , Redes y Vías Metabólicas , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción/métodos , Neoplasias de la Tiroides/química , Neoplasias de la Tiroides/metabolismo , Femenino , Humanos , Lípidos/química , Masculino
20.
Anal Bioanal Chem ; 407(16): 4835-9, 2015 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-25935669

RESUMEN

Standardization of body fluid sampling, processing and storage procedures is pivotal to ensure data quality in metabolomics studies. Yet, despite strict adherence to standard sampling guidelines, we detected variable levels of ethanol in the (1)H-NMR spectra of human cerebrospinal fluid (CSF) samples (range 9.2 × 10(-3)-10.0 mM). The presence of ethanol in all samples and the wide range of concentrations clearly indicated contamination of the samples of some sort, which affected the (1)H-NMR spectra quality and the interpretation. To determine where in the sampling protocol the ethanol contamination occurs, we performed a CSF sampling protocol simulation with 0.9 % NaCl (saline) instead of CSF and detected ethanol in all simulation samples. Ethanol diffusion through air during sampling and preparation stages appeared the only logical explanation. With a bench study, we showed that ethanol easily diffuses into ex vivo CSF samples via air transmission. Ethanol originated from routinely used skin disinfectants containing ethanol and from laboratory procedures. Ethanol affected the CSF sample matrix at concentrations above ~9.4 mM and obscured a significant part of the (1)H-NMR spectrum. CSF sample preparation for (1)H-NMR-based metabolomics analyses should therefore be carried out in a well-ventilated atmosphere with laminar flow, and use of ethanol should be avoided.


Asunto(s)
Líquido Cefalorraquídeo/química , Etanol/análisis , Metabolómica , Espectroscopía de Protones por Resonancia Magnética/métodos , Estudios de Cohortes , Humanos
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