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1.
PLoS Comput Biol ; 15(8): e1007090, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-31386654

RESUMO

As malignant transformation requires synchronization of growth-driving signaling (S) and metabolic (M) pathways, defining cancer-specific S-M interconnected networks (SMINs) could lead to better understanding of oncogenic processes. In a systems-biology approach, we developed a mathematical model for SMINs in mutated EGF receptor (EGFRvIII) compared to wild-type EGF receptor (EGFRwt) expressing glioblastoma multiforme (GBM). Starting with experimentally validated human protein-protein interactome data for S-M pathways, and incorporating proteomic data for EGFRvIII and EGFRwt GBM cells and patient transcriptomic data, we designed a dynamic model for EGFR-driven GBM-specific information flow. Key nodes and paths identified by in silico perturbation were validated experimentally when inhibition of signaling pathway proteins altered expression of metabolic proteins as predicted by the model. This demonstrated capacity of the model to identify unknown connections between signaling and metabolic pathways, explain the robustness of oncogenic SMINs, predict drug escape, and assist identification of drug targets and the development of combination therapies.


Assuntos
Neoplasias Encefálicas/metabolismo , Glioblastoma/metabolismo , Neoplasias Encefálicas/etiologia , Neoplasias Encefálicas/genética , Carcinogênese , Linhagem Celular Tumoral , Biologia Computacional , Simulação por Computador , Receptores ErbB/genética , Receptores ErbB/metabolismo , Glioblastoma/etiologia , Glioblastoma/genética , Humanos , Redes e Vias Metabólicas , Modelos Biológicos , Mutação , Mapas de Interação de Proteínas , Transdução de Sinais , Biologia de Sistemas
2.
PLoS One ; 13(7): e0200297, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30001391

RESUMO

Macrophages are specialized antigen-presenting cells that process and present self-antigens for induction of tolerance, and foreign antigens to initiate T cell-mediated immunity. Despite this, Leishmania donovani (LD) are able to parasitize the macrophages and persist. The impact of this parasitizing and persistence on antigen processing and presentation by macrophages remains poorly defined. To gain insight into this, we analyzed by liquid chromatography tandem mass spectrometry (LC-MS/MS) and compared the HLA-I self-peptidomes, proteasome compositions, HLA expression and activation states of non-infected and LD-infected THP1-derived macrophages. We found that, though both HLA-I peptidomes were dominated by nonapeptides, they were heterogeneous and individualized, with differences in HLA binding affinities and anchor residues. Non-infected and LD-infected THP1-derived macrophages were able to sample peptides from source proteins of almost all subcellular locations and involved in various cellular functions, but in different proportions. In the infected macrophages, there was increased sampling of plasma membrane and extracellular proteins, and those involved in immune responses, cell communication/signal transduction and metabolism/energy pathways, and decreased sampling of nuclear and cytoplasmic proteins and those involved in protein metabolism, RNA binding and cell growth and/or maintenance. Though the activation state of infected macrophages was unchanged, their proteasome composition was altered.


Assuntos
Antígenos de Histocompatibilidade Classe I/imunologia , Leishmania donovani/imunologia , Leishmaniose Visceral/imunologia , Macrófagos/parasitologia , Cromatografia Gasosa-Espectrometria de Massas , Humanos , Macrófagos/imunologia , Peptídeos/imunologia , Peptídeos/isolamento & purificação , Domínios e Motivos de Interação entre Proteínas
3.
J Immunol ; 197(6): 2102-9, 2016 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-27543614

RESUMO

Dendritic cells (DCs) and macrophages are specialized APCs that process and present self-Ags for induction of tolerance and foreign Ags to initiate T cell-mediated immunity. Related to differentiation states they have specific phenotypes and functions. However, the impact of these differentiations on Ag processing and presentation remains poorly defined. To gain insight into this, we analyzed and compared the HLA-I peptidomes of MUTZ3-derived human immature and mature DC lines and THP1-derived macrophages by liquid chromatography tandem mass spectrometry. We found that the HLA-I peptidomes were heterogeneous and individualized and were dominated by nonapeptides with similar HLA-I binding affinities and anchor residues. MUTZ3-derived DCs and THP1-derived macrophages were able to sample peptides from source proteins of almost all subcellular locations and were involved in various cellular functions in similar proportion, with preference to proteins involved in cell communication, signal transduction, protein metabolism, and transcription factor/regulator activity.


Assuntos
Células Dendríticas/metabolismo , Antígenos de Histocompatibilidade Classe I/metabolismo , Macrófagos/metabolismo , Peptídeos/metabolismo , Células Apresentadoras de Antígenos/metabolismo , Sítios de Ligação , Linhagem Celular Tumoral , Humanos
4.
J Biol Chem ; 287(40): 33401-11, 2012 Sep 28.
Artigo em Inglês | MEDLINE | ID: mdl-22869377

RESUMO

Human leukocyte antigens (HLA) bind peptides generated by limited proteolysis in cells and present them at the cell surfaces for recognition by T cells. Through this antigen presentation function they control the specificity of T cell responses and thereby adaptive immune responses. Knowledge of HLA-bound peptides is thus key to understanding adaptive immunity and to the development of vaccines and other specific immune intervention strategies. To gain insight into the antigenicity of melanomas, peptides were extracted from HLA isolated from the tumor cells, separated by two-dimensional HPLC, and sequenced by mass spectrometry. The spectra were analyzed by database-dependent MASCOT searches and database-independent de novo sequencing and, where required, confirmed with synthetic peptides, which were also used to determine their immunogenicity. Comparing four different melanoma cell lines, little overlap of the HLA-bound peptides was found, suggesting a high degree of individualization of the HLA peptidomes. This notwithstanding, the peptidomes were highly immunogenic in the patients from whom the tumor cells had been established and in unrelated patients. This broad cross-patient immunogenicity was only exceptionally related to individual peptides. The majority of the identified epitopes were derived from low to medium abundance proteins, mostly involved in sensitive cellular processes such as cell cycle control, DNA replication, control of gene expression, tumor suppressor function, and protein metabolism. The peptidomes thus provide insights into processes potentially related to tumorigenesis. Furthermore, analyses of the peptide sequences yield information on the specificity of peptide selection by HLA applicable to the developing prediction algorithms for T cell epitopes.


Assuntos
Antígenos HLA/química , Melanoma/imunologia , Melanoma/metabolismo , Peptídeos/química , Algoritmos , Apresentação de Antígeno , Antígenos de Neoplasias/química , Linhagem Celular Tumoral , Cromatografia Líquida de Alta Pressão/métodos , Epitopos/química , Epitopos de Linfócito T/química , Antígenos de Histocompatibilidade Classe I/imunologia , Humanos , Ligantes , Espectrometria de Massas/métodos , Linfócitos T/metabolismo
5.
PLoS One ; 6(12): e28169, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-22164239

RESUMO

Using a lectin, Achatinin-H, having preferential specificity for glycoproteins with terminal 9-O-acetyl sialic acid derivatives linked in α2-6 linkages to subterminal N-acetylgalactosamine, eight distinct disease-associated 9-O-acetylated sialoglycoproteins was purified from erythrocytes of visceral leishmaniaisis (VL) patients (RBC(VL)). Analyses of tryptic fragments by mass spectrometry led to the identification of two high-molecular weight 9-O-acetylated sialoglycoproteins as human erythrocytic α- and ß-spectrin. Total spectrin purified from erythrocytes of VL patients (spectrin(VL)) was reactive with Achatinin-H. Interestingly, along with two high molecular weight bands corresponding to α- and ß-spectrin another low molecular weight 60 kDa band was observed. Total spectrin was also purified from normal human erythrocytes (spectrin(N)) and insignificant binding with Achatinin-H was demonstrated. Additionally, this 60 kDa fragment was totally absent in spectrin(N). Although the presence of both N- and O-glycosylations was found both in spectrin(N) and spectrin(VL), enhanced sialylation was predominantly induced in spectrin(VL). Sialic acids accounted for approximately 1.25 kDa mass of the 60 kDa polypeptide. The demonstration of a few identified sialylated tryptic fragments of α- and ß-spectrin(VL) confirmed the presence of terminal sialic acids. Molecular modelling studies of spectrin suggest that a sugar moiety can fit into the potential glycosylation sites. Interestingly, highly sialylated spectrin(VL) showed decreased binding with spectrin-depleted inside-out membrane vesicles of normal erythrocytes compared to spectrin(N) suggesting functional abnormality. Taken together this is the first report of glycosylated eythrocytic spectrin in normal erythrocytes and its enhanced sialylation in RBC(VL). The enhanced sialylation of this cytoskeleton protein is possibly related to the fragmentation of spectrin(VL) as evidenced by the presence of an additional 60 kDa fragment, absent in spectrin(N) which possibly affects the biology of RBC(VL) linked to both severe distortion of erythrocyte development and impairment of erythrocyte membrane integrity and may provide an explanation for their sensitivity to hemolysis and anemia in VL patients.


Assuntos
Eritrócitos/metabolismo , Leishmaniose Visceral/metabolismo , Espectrina/biossíntese , Acetilglucosamina/química , Adulto , Carboidratos/química , Dicroísmo Circular , Citoesqueleto/metabolismo , Eritrócitos/citologia , Feminino , Glicosilação , Humanos , Leishmaniose Visceral/sangue , Masculino , Espectrometria de Massas/métodos , Peso Molecular , Peptídeos/química , Estrutura Terciária de Proteína , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz , Tripsina/química
6.
FASEB J ; 24(3): 937-46, 2010 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-19917673

RESUMO

The aim of the study was to identify as potential therapeutic targets specific molecular alterations in tumor cells recognized by the immune system. To identify such targets, we analyzed the human leukocyte antigen (HLA) peptidomes of human melanoma cells by 2-dimensional nano-HPLC/mass spectrometry and tested the immunological significance of the peptides by ex vivo ELISpot assays with lymphocytes from melanoma patients. The peptide SQNPRFYHK was identified as derived from the regulator of the nuclear corepressor complex (NCoR) G-protein pathway suppressor 2 (GPS-2) and to be differentially unmethylated, monomethylated or asymmetrically dimethylated at the arginine. The methylation state was specifically recognized by the immune system in that only the monomethylated variant induced T-cell responses and significantly stronger responses in patients than in healthy controls. The methylations were confirmed with synthetic analogues and in vitro radiolabeling assays with recombinant GPS-2 and synthetic peptides. The immunity of the 3 variants of GPS-2 was tested in T-cell assays with T lymphocytes of melanoma patients compared with healthy donors. The results show for the first time that GPS-2 is differentially methylated at a site that lacks known methylation motifs and that the methylation state is detected by the immune system.-Jarmalavicius, S., Trefzer, U., Walden, P. Differential arginine methylation of the G-protein pathway suppressor GPS-2 recognized by tumor-specific T cells in melanoma.


Assuntos
Arginina/metabolismo , Peptídeos e Proteínas de Sinalização Intracelular/metabolismo , Melanoma/imunologia , Melanoma/metabolismo , Proteínas Recombinantes/metabolismo , Linfócitos T/metabolismo , Linhagem Celular Tumoral , Células Cultivadas , Cromatografia Líquida de Alta Pressão , Antígenos HLA-A/metabolismo , Antígeno HLA-A11 , Humanos , Peptídeos e Proteínas de Sinalização Intracelular/genética , Peptídeos e Proteínas de Sinalização Intracelular/imunologia , Leucócitos Mononucleares/imunologia , Leucócitos Mononucleares/metabolismo , Espectrometria de Massas , Metilação , Ligação Proteica , Proteínas Recombinantes/genética , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz , Linfócitos T/imunologia
7.
Glycoconj J ; 26(6): 675-89, 2009 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-19184417

RESUMO

We report the discovery and characterization of a glycosylated bacterial ABC-type phosphate transporter isolated from the peripheral blood mononuclear cell (PBMC) fraction of patients with visceral leishmaniasis (VL). Three disease-associated 9-O-acetylated sialoglycoproteins (9-O-AcSGPs) of 19, 56 and 65 kDa, respectively, had been identified and their purity, apparent mass and pI established by SDS-PAGE and isoelectric focusing. Western blot analyses showed that the 9-O-acetylated sialic acid is linked via alpha2-->6 linkage to a subterminal N-acetylgalactosamine. For the 56 kDa protein, N- as well as O-glycosylations were demonstrated by specific glycosidase treatment and found to account for more than 9 kDa of the protein mass. The presence of sialic acids was further confirmed through thin layer chromatography, fluorimetric HPLC and electrospray ionization-mass spectrometry. The protein was identified by mass spectrometry and de novo sequencing of five tryptic fragments as a periplasmic ABC-type phosphate transporter of Pseudomonas aeruginosa. The amino acid sequences of the assigned peptides had 83-100% identity with the NCBI entry for a Pseudomonas transporter protein. Based on the recently reported X-ray structure of a human phosphate-binding protein, we predicted a 3D structural model for the 56 kDa protein using homology and threading methods. The most probable N- and O-glycosylation sites were identified by combinations of sequence motif-searching bioinformatics tools, solvent accessibility calculations, structural environment analyses and mass spectrometric data. This is the first reported glycosylation as well as sialylation of the periplasmic component of an ABC-type phosphate transporter protein and of one of few identified bacterial glycoproteins.


Assuntos
Proteínas de Bactérias/química , Proteínas de Bactérias/isolamento & purificação , Leishmaniose Visceral/sangue , Proteínas de Membrana Transportadoras/química , Proteínas de Membrana Transportadoras/isolamento & purificação , Sialoglicoproteínas/química , Sialoglicoproteínas/isolamento & purificação , Adulto , Animais , Criança , Cromatografia Líquida de Alta Pressão , Cromatografia em Camada Fina , Citometria de Fluxo , Humanos , Masculino , Pessoa de Meia-Idade , Peso Molecular , Espectrometria de Massas por Ionização por Electrospray , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz , Adulto Jovem
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