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1.
Cancer Discov ; 10(9): 1388-1409, 2020 09.
Article in English | MEDLINE | ID: mdl-32444465

ABSTRACT

Splicing alterations are common in diseases such as cancer, where mutations in splicing factor genes are frequently responsible for aberrant splicing. Here we present an alternative mechanism for splicing regulation in T-cell acute lymphoblastic leukemia (T-ALL) that involves posttranslational stabilization of the splicing machinery via deubiquitination. We demonstrate there are extensive exon skipping changes in disease, affecting proteasomal subunits, cell-cycle regulators, and the RNA machinery. We present that the serine/arginine-rich splicing factors (SRSF), controlling exon skipping, are critical for leukemia cell survival. The ubiquitin-specific peptidase 7 (USP7) regulates SRSF6 protein levels via active deubiquitination, and USP7 inhibition alters the exon skipping pattern and blocks T-ALL growth. The splicing inhibitor H3B-8800 affects splicing of proteasomal transcripts and proteasome activity and acts synergistically with proteasome inhibitors in inhibiting T-ALL growth. Our study provides the proof-of-principle for regulation of splicing factors via deubiquitination and suggests new therapeutic modalities in T-ALL. SIGNIFICANCE: Our study provides a new proof-of-principle for posttranslational regulation of splicing factors independently of mutations in aggressive T-cell leukemia. It further suggests a new drug combination of splicing and proteasomal inhibitors, a concept that might apply to other diseases with or without mutations affecting the splicing machinery.This article is highlighted in the In This Issue feature, p. 1241.


Subject(s)
Alternative Splicing/genetics , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Phosphoproteins/metabolism , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/genetics , Serine-Arginine Splicing Factors/metabolism , Ubiquitin-Specific Peptidase 7/metabolism , Alternative Splicing/drug effects , Animals , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Drug Synergism , Exons/genetics , Humans , Jurkat Cells , Male , Mice , Piperazines/pharmacology , Piperazines/therapeutic use , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/drug therapy , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/pathology , Proof of Concept Study , Proteasome Endopeptidase Complex/metabolism , Proteasome Inhibitors/pharmacology , Proteasome Inhibitors/therapeutic use , Pyridines/pharmacology , Pyridines/therapeutic use , Ubiquitination , Xenograft Model Antitumor Assays
2.
Sci Rep ; 10(1): 4815, 2020 03 16.
Article in English | MEDLINE | ID: mdl-32179759

ABSTRACT

Current diagnostic measures for Chronic Kidney Disease (CKD) include detection of reduced estimated glomerular filtration rate (eGFR) and albuminuria, which have suboptimal accuracies in predicting disease progression. The disease complexity and heterogeneity underscore the need for multiplex quantification of different markers. The goal of this study was to determine the association of six previously reported CKD-associated plasma proteins [B2M (Beta-2-microglobulin), SERPINF1 (Pigment epithelium-derived factor), AMBP (Protein AMBP), LYZ (Lysozyme C), HBB (Hemoglobin subunit beta) and IGHA1 (Immunoglobulin heavy constant alpha 1)], as measured in a multiplex format, with kidney function, and outcome. Antibody-free, multiple reaction monitoring mass spectrometry (MRM) assays were developed, characterized for their analytical performance, and used for the analysis of 72 plasma samples from a patient cohort with longitudinal follow-up. The MRM significantly correlated (Rho = 0.5-0.9) with results from respective ELISA. Five proteins [AMBP, B2M, LYZ, HBB and SERPINF1] were significantly associated with eGFR, with the three former also associated with unfavorable outcome. The combination of these markers provided stronger associations with outcome (p < 0.0001) compared to individual markers. Collectively, our study describes a multiplex assay for absolute quantification and verification analysis of previously described putative CKD prognostic markers, laying the groundwork for further use in prospective validation studies.


Subject(s)
Alpha-Globulins , Complement C1 Inhibitor Protein , Mass Spectrometry/methods , Muramidase/blood , Renal Insufficiency, Chronic/diagnosis , beta 2-Microglobulin/blood , Adult , Aged , Aged, 80 and over , Biomarkers/blood , Cohort Studies , Disease Progression , Female , Follow-Up Studies , Glomerular Filtration Rate , Hemoglobin Subunits , Humans , Longitudinal Studies , Male , Middle Aged , Prognosis
3.
Cell ; 175(5): 1380-1392.e14, 2018 11 15.
Article in English | MEDLINE | ID: mdl-30343895

ABSTRACT

ADP-ribosylation of proteins can profoundly impact their function and serves as an effective mechanism by which bacterial toxins impair eukaryotic cell processes. Here, we report the discovery that bacteria also employ ADP-ribosylating toxins against each other during interspecies competition. We demonstrate that one such toxin from Serratia proteamaculans interrupts the division of competing cells by modifying the essential bacterial tubulin-like protein, FtsZ, adjacent to its protomer interface, blocking its capacity to polymerize. The structure of the toxin in complex with its immunity determinant revealed two distinct modes of inhibition: active site occlusion and enzymatic removal of ADP-ribose modifications. We show that each is sufficient to support toxin immunity; however, the latter additionally provides unprecedented broad protection against non-cognate ADP-ribosylating effectors. Our findings reveal how an interbacterial arms race has produced a unique solution for safeguarding the integrity of bacterial cell division machinery against inactivating post-translational modifications.


Subject(s)
ADP Ribose Transferases/metabolism , Bacterial Proteins/metabolism , Bacterial Toxins/metabolism , Cytoskeletal Proteins/metabolism , N-Glycosyl Hydrolases/metabolism , ADP Ribose Transferases/chemistry , ADP Ribose Transferases/genetics , ADP-Ribosylation , Adenosine Diphosphate/metabolism , Amino Acid Sequence , Bacterial Proteins/antagonists & inhibitors , Bacterial Toxins/chemistry , Bacterial Toxins/genetics , Catalytic Domain , Cytoskeletal Proteins/antagonists & inhibitors , Escherichia coli/growth & development , Escherichia coli/immunology , Escherichia coli/metabolism , Humans , Mutagenesis, Site-Directed , N-Glycosyl Hydrolases/chemistry , N-Glycosyl Hydrolases/genetics , Protein Structure, Tertiary , Protein Subunits/genetics , Protein Subunits/metabolism , Sequence Alignment , Serratia/metabolism , Time-Lapse Imaging
4.
Sci Rep ; 7(1): 9091, 2017 08 22.
Article in English | MEDLINE | ID: mdl-28831120

ABSTRACT

IgA nephropathy (IgAN) is the most prevalent among primary glomerular diseases worldwide. Although our understanding of IgAN has advanced significantly, its underlying biology and potential drug targets are still unexplored. We investigated a combinatorial approach for the analysis of IgAN-relevant -omics data, aiming at identification of novel molecular signatures of the disease. Nine published urinary proteomics datasets were collected and the reported differentially expressed proteins in IgAN vs. healthy controls were integrated into known biological pathways. Proteins participating in these pathways were subjected to multi-step assessment, including investigation of IgAN transcriptomics datasets (Nephroseq database), their reported protein-protein interactions (STRING database), kidney tissue expression (Human Protein Atlas) and literature mining. Through this process, from an initial dataset of 232 proteins significantly associated with IgAN, 20 pathways were predicted, yielding 657 proteins for further analysis. Step-wise evaluation highlighted 20 proteins of possibly high relevance to IgAN and/or kidney disease. Experimental validation of 3 predicted relevant proteins, adenylyl cyclase-associated protein 1 (CAP1), SHC-transforming protein 1 (SHC1) and prolylcarboxypeptidase (PRCP) was performed by immunostaining of human kidney sections. Collectively, this study presents an integrative procedure for -omics data exploitation, giving rise to biologically relevant results.


Subject(s)
Carboxypeptidases/metabolism , Cell Cycle Proteins/metabolism , Cytoskeletal Proteins/metabolism , Gene Expression Profiling/methods , Glomerulonephritis, IGA/metabolism , Proteomics/methods , Src Homology 2 Domain-Containing, Transforming Protein 1/metabolism , Carboxypeptidases/genetics , Case-Control Studies , Cell Cycle Proteins/genetics , Cytoskeletal Proteins/genetics , Data Mining , Databases, Protein , Female , Gene Regulatory Networks , Glomerulonephritis, IGA/genetics , Glomerulonephritis, IGA/urine , Humans , Kidney/metabolism , Male , Protein Interaction Maps , Src Homology 2 Domain-Containing, Transforming Protein 1/genetics , Tissue Distribution
5.
Article in English | MEDLINE | ID: mdl-27589965

ABSTRACT

The peptiCKDdb is a publicly available database platform dedicated to support research in the field of chronic kidney disease (CKD) through identification of novel biomarkers and molecular features of this complex pathology. PeptiCKDdb collects peptidomics and proteomics datasets manually extracted from published studies related to CKD. Datasets from peptidomics or proteomics, human case/control studies on CKD and kidney or urine profiling were included. Data from 114 publications (studies of body fluids and kidney tissue: 26 peptidomics and 76 proteomics manuscripts on human CKD, and 12 focusing on healthy proteome profiling) are currently deposited and the content is quarterly updated. Extracted datasets include information about the experimental setup, clinical study design, discovery-validation sample sizes and list of differentially expressed proteins (P-value < 0.05). A dedicated interactive web interface, equipped with multiparametric search engine, data export and visualization tools, enables easy browsing of the data and comprehensive analysis. In conclusion, this repository might serve as a source of data for integrative analysis or a knowledgebase for scientists seeking confirmation of their findings and as such, is expected to facilitate the modeling of molecular mechanisms underlying CKD and identification of biologically relevant biomarkers.Database URL: www.peptickddb.com.


Subject(s)
Databases, Protein , Peptides/genetics , Peptides/urine , Renal Insufficiency, Chronic/genetics , Renal Insufficiency, Chronic/urine , Animals , Biomarkers/urine , Humans , Proteomics
6.
Proteomics ; 16(11-12): 1759-66, 2016 06.
Article in English | MEDLINE | ID: mdl-26749278

ABSTRACT

Idiopathic glomerulonephritis (GN), such as membranous glomerulonephritis, focal segmental glomerulosclerosis (FSGS), and IgA nephropathy (IgAN), represent the most frequent primary glomerular kidney diseases (GKDs) worldwide. Although the renal biopsy currently remains the gold standard for the routine diagnosis of idiopathic GN, the invasiveness and diagnostic difficulty related with this procedure highlight the strong need for new diagnostic and prognostic biomarkers to be translated into less invasive diagnostic tools. MALDI-MS imaging MALDI-MSI was applied to fresh-frozen bioptic renal tissue from patients with a histological diagnosis of FSGS (n = 6), IgAN, (n = 6) and membranous glomerulonephritis (n = 7), and from controls (n = 4) in order to detect specific molecular signatures of primary glomerulonephritis. MALDI-MSI was able to generate molecular signatures capable to distinguish between normal kidney and pathological GN, with specific signals (m/z 4025, 4048, and 4963) representing potential indicators of chronic kidney disease development. Moreover, specific disease-related signatures (m/z 4025 and 4048 for FSGS, m/z 4963 and 5072 for IgAN) were detected. Of these signals, m/z 4048 was identified as α-1-antitrypsin and was shown to be localized to the podocytes within sclerotic glomeruli by immunohistochemistry. α-1-Antitrypsin could be one of the markers of podocyte stress that is correlated with the development of FSGS due to both an excessive loss and a hypertrophy of podocytes.


Subject(s)
Glomerulonephritis, IGA/diagnostic imaging , Glomerulosclerosis, Focal Segmental/diagnostic imaging , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , alpha 1-Antitrypsin/isolation & purification , Adult , Disease Progression , Female , Glomerulonephritis, IGA/diagnosis , Glomerulonephritis, IGA/metabolism , Glomerulonephritis, IGA/pathology , Glomerulosclerosis, Focal Segmental/diagnosis , Glomerulosclerosis, Focal Segmental/metabolism , Glomerulosclerosis, Focal Segmental/pathology , Humans , Kidney/metabolism , Kidney/pathology , Male , Middle Aged , Molecular Imaging , Podocytes/metabolism , Podocytes/pathology , alpha 1-Antitrypsin/metabolism
7.
PLoS One ; 10(7): e0133773, 2015.
Article in English | MEDLINE | ID: mdl-26208298

ABSTRACT

Proteome analysis of complex biological samples for biomarker identification remains challenging, among others due to the extended range of protein concentrations. High-abundance proteins like albumin or IgG of plasma and urine, may interfere with the detection of potential disease biomarkers. Currently, several options are available for the depletion of abundant proteins in plasma. However, the applicability of these methods in urine has not been thoroughly investigated. In this study, we compared different, commercially available immunodepletion and ion-exchange based approaches on urine samples from both healthy subjects and CKD patients, for their reproducibility and efficiency in protein depletion. A starting urine volume of 500 µL was used to simulate conditions of a multi-institutional biomarker discovery study. All depletion approaches showed satisfactory reproducibility (n=5) in protein identification as well as protein abundance. Comparison of the depletion efficiency between the unfractionated and fractionated samples and the different depletion strategies, showed efficient depletion in all cases, with the exception of the ion-exchange kit. The depletion efficiency was found slightly higher in normal than in CKD samples and normal samples yielded more protein identifications than CKD samples when using both initial as well as corresponding depleted fractions. Along these lines, decrease in the amount of albumin and other targets as applicable, following depletion, was observed. Nevertheless, these depletion strategies did not yield a higher number of identifications in neither the urine from normal nor CKD patients. Collectively, when analyzing urine in the context of CKD biomarker identification, no added value of depletion strategies can be observed and analysis of unfractionated starting urine appears to be preferable.


Subject(s)
Biomarkers , Proteome , Proteomics/methods , Biomarkers/urine , Chromatography, Liquid , Electrophoresis, Polyacrylamide Gel , Humans , Mass Spectrometry/methods , Peptides/metabolism , Peptides/urine , Renal Insufficiency, Chronic/metabolism , Renal Insufficiency, Chronic/urine
8.
Nephrol Dial Transplant ; 30(11): 1842-52, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26160894

ABSTRACT

BACKGROUND: The reduced glomerular filtration rate in the advanced stages of chronic kidney disease (CKD) leads to plasma accumulation of uraemic retention solutes including proteins. It has been hypothesized that these changes may, at least in part, be responsible for CKD-associated morbidity and mortality. However, most studies focused on the role of individual proteins, while a holistic, large-scale, integrative approach may generate significant additional insight. METHODS: In a discovery study, we analysed the plasma proteome of patients with stage 2-3 CKD (n = 14) and stage 5 CKD with haemodialysis (HD) (n = 15), using high-resolution LC-MS/MS analysis. Selected results were validated in a cohort of 40 patients with different CKD stages with or without HD, using ELISA. RESULTS: Of a total of 2054 detected proteins, 127 displayed lower, while 206 displayed higher abundance in the plasma of patients on HD. Molecular pathway analysis confirmed the modification of known processes involved in CKD complications, including decreased haemostasis and increased inflammation, complement activation and vascular damage. In addition, we identified the plasma increase during CKD progression of lysozyme C and leucine-rich alpha-2 glycoprotein, two proteins related to vascular damage and heart failure. High level of leucine-rich alpha-2 glycoprotein was associated with higher mortality in stage 5 CKD patients on HD. CONCLUSIONS: This study provides for the first time a comprehensive assessment of CKD plasma proteome, contributing to new knowledge and potential markers of CKD. These results will serve as a basis for future studies investigating the relevance of these molecules in CKD associated morbidity and mortality.


Subject(s)
Biomarkers/blood , Proteome/analysis , Renal Insufficiency, Chronic/blood , Tandem Mass Spectrometry/methods , Aged , Chromatography, Liquid/methods , Female , Humans , Male , Middle Aged
9.
Proteomics Clin Appl ; 9(3-4): 322-34, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25641774

ABSTRACT

CE-MS is applied in clinical proteomics for both the identification of biomarkers of disease and assessment of biomarkers in clinical diagnosis. The analysis is reproducible, fast, and requires only small sample volumes. However, successful CE-MS analysis depends on several critical steps that can be consolidated as follows: (i) proper sample preparation and fractionation, (ii) application of suitable capillary coating and appropriate CE-MS interfaces, to ensure the reproducibility and stability of the analysis, and (iii) an optimized clinical and statistical study design to increase the chances for obtaining clinically relevant results. In this review, we cover all these aspects, and present several examples of the application of CE-MS in clinical proteomics.


Subject(s)
Biomarkers/analysis , Proteomics/methods , Mass Spectrometry , Reproducibility of Results
10.
Bioanalysis ; 6(19): 2549-69, 2014.
Article in English | MEDLINE | ID: mdl-25411698

ABSTRACT

The urinary proteome is the focus of many studies due to the ease of urine collection and the relative proteome stability. Systems biology allows the combination of multiple omics studies, forming a link between proteomics, metabolomics, genomics and transcriptomics. In-depth data interpretation is achieved by bioinformatics analysis of -omics data sets. It is expected that the contribution of systems biology to the study of the urinary proteome will offer novel insights. The main focus of this review is on technical aspects of proteomics studies, available tools for systems biology analysis and the application of urinary proteomics in clinical studies and systems biology.


Subject(s)
Biomarkers/urine , Proteome/analysis , Proteomics/methods , Systems Biology/methods , Humans , Metabolomics
11.
Expert Rev Proteomics ; 11(5): 535-48, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24957818

ABSTRACT

Chronic kidney disease (CKD) is the gradual decrease in renal function. Currently available biomarkers are effective only in detecting late stage CKD. Biomarkers of early stage CKD and prognostic biomarkers are required. We review the major findings in urinary proteomics in CKD during the last five years. Significant progress has been made and today urinary proteomics is applied in large randomized trials, and in patient management. Many of the biomarkers indicate altered protease activity. We therefore also review the literature on proteases associated with renal function loss. We anticipate in silico prediction tools of protease activity and additional system biology studies may contribute to biomarker discovery and elucidate the role of proteases in CKD development and progression. These approaches will enable the deciphering of the molecular pathophysiology of CKD, and hence definition of the most appropriate therapeutic targets in the future. Together with stable biomarker panels available today, this will significantly improve patient management.


Subject(s)
Peptide Hydrolases/metabolism , Proteome/analysis , Renal Insufficiency, Chronic/urine , Biomarkers/blood , Biomarkers/urine , Computer Simulation , Diabetic Nephropathies/blood , Diabetic Nephropathies/urine , Humans , Proteomics , Renal Insufficiency, Chronic/blood , Systems Biology
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