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1.
Nephrol Dial Transplant ; 33(12): 2156-2164, 2018 12 01.
Article in English | MEDLINE | ID: mdl-29554320

ABSTRACT

Background: Chronic kidney disease (CKD) is a recognized global health problem. While some CKD patients remain stable after initial diagnosis, others can rapidly progress towards end-stage renal disease (ESRD). This makes biomarkers capable of detecting progressive forms of CKD extremely valuable, especially in non-invasive biofluids such as urine. Screening for metabolite markers using non-targeted metabolomic techniques like nuclear magnetic resonance spectroscopy is increasingly applied to CKD research. Methods: A cohort of CKD patients (n = 227) with estimated glomerular filtration rates (eGFRs) ranging from 9.4-130 mL/min/1.73 m2 was evaluated and urine metabolite profiles were characterized in relation to declining eGFR. Nested in this cohort, a retrospective subset (n = 57) was investigated for prognostic metabolite markers of CKD progression, independent of baseline eGFR. A transcriptomic analysis of murine models of renal failure was performed to validate selected metabolomic findings. Results: General linear modeling revealed 11 urinary metabolites with significant associations to reduced eGFR. Linear modelling specifically showed that increased urine concentrations of betaine (P < 0.05) and myo-inositol (P < 0.05) are significant prognostic markers of CKD progression. Conclusions: Renal organic osmolytes, betaine and myo-inositol play a critical role in protecting renal cells from hyperosmotic stress. Kidney tissue transcriptomics of murine preclinical experimentation identified decreased expression of Slc6a12 and Slc5a11 mRNA in renal tissue consistent with defective tubular transport of these osmolytes. Imbalances in renal osmolyte regulation lead to increased renal cell damage and thus more progressive forms of CKD. Increases in renal osmolytes in urine could provide clinical diagnostic and prognostic information on CKD outcomes.


Subject(s)
Biomarkers/urine , Carbohydrates/urine , Caseins/urine , Lipids/urine , Plant Proteins, Dietary/urine , Renal Insufficiency, Chronic/pathology , Renal Insufficiency, Chronic/urine , Severity of Illness Index , Adolescent , Adult , Aged , Aged, 80 and over , Animals , Disease Progression , Female , Glomerular Filtration Rate , Humans , Male , Mice , Middle Aged , Prognosis , Retrospective Studies , Young Adult
2.
Nephrol Dial Transplant ; 33(5): 751-759, 2018 05 01.
Article in English | MEDLINE | ID: mdl-28992073

ABSTRACT

Background: An improvement in the glomerular filtration rate (GFR) of chronic kidney disease patients has been an underestimated clinical outcome. Although this may be considered as an unexpected disease course, it may provide some insights into possible mechanisms underlying disease remission and/or regression. Therefore, our aim was to identify urinary peptide biomarkers associated with an improvement in estimated GFR (eGFR) over time and to improve patient stratification. Methods: Capillary electrophoresis coupled with mass spectrometry (CE-MS) was employed to evaluate the urine peptidome of patients with different types of renal diseases. In total, 376 patients with a slope/year between -1.5% and +1.5% were designated as non-progressors or stable, while 177 patients with a > 5% slope/year were designated as patients with an improved eGFR for state-of-art biomarker discovery and validation. Results: We detected 384 significant peptide fragments by comparing the CE-MS data of the stable patients and those with improved renal function in our development cohort. Of these 384, a set of 141 peptides with available amino acid sequence information were used to generate a support vector machine-based classification panel. The biomarker panel was applied to our validation cohort, achieving a moderate area under the curve (AUC) value of 0.85 (81% sensitivity and 81% specificity). The majority of the peptides (78%) from the diagnostic panel arose from different types of collagen. Conclusions: We have developed a panel of urinary peptide markers able to discriminate those patients predisposed to improve their kidney function over time and possibly be treated with more specific or less aggressive therapy.


Subject(s)
Biomarkers/urine , Glomerular Filtration Rate , Kidney/physiopathology , Peptide Fragments/urine , Proteome/analysis , Renal Insufficiency, Chronic/physiopathology , Renal Insufficiency, Chronic/urine , Cohort Studies , Disease Progression , Female , Humans , Male , Middle Aged , ROC Curve
3.
Sci Rep ; 7(1): 16915, 2017 12 05.
Article in English | MEDLINE | ID: mdl-29208969

ABSTRACT

Chronic kidney disease (CKD) is a prevalent cause of morbidity and mortality worldwide. A hallmark of CKD progression is renal fibrosis characterized by excessive accumulation of extracellular matrix (ECM) proteins. In this study, we aimed to investigate the correlation of the urinary proteome classifier CKD273 and individual urinary peptides with the degree of fibrosis. In total, 42 kidney biopsies and urine samples were examined. The percentage of fibrosis per total tissue area was assessed in Masson trichrome stained kidney tissues. The urinary proteome was analysed by capillary electrophoresis coupled to mass spectrometry. CKD273 displayed a significant and positive correlation with the degree of fibrosis (Rho = 0.430, P = 0.0044), while the routinely used parameters (glomerular filtration rate, urine albumin-to-creatinine ratio and urine protein-to-creatinine ratio) did not (Rho = -0.222; -0.137; -0.070 and P = 0.16; 0.39; 0.66, respectively). We identified seven fibrosis-associated peptides displaying a significant and negative correlation with the degree of fibrosis. All peptides were collagen fragments, suggesting that these may be causally related to the observed accumulation of ECM in the kidneys. CKD273 and specific peptides are significantly associated with kidney fibrosis; such an association could not be detected by other biomarkers for CKD. These non-invasive fibrosis-related biomarkers can potentially be implemented in future trials.


Subject(s)
Fibrosis/pathology , Kidney/pathology , Liquid Biopsy/methods , Peptides/urine , Renal Insufficiency, Chronic/pathology , Adult , Collagen/urine , Electrophoresis, Capillary , Female , Fibrosis/urine , Humans , Male , Mass Spectrometry , Middle Aged , Renal Insufficiency, Chronic/urine
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.
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
6.
Gene ; 577(2): 153-60, 2016 Feb 15.
Article in English | MEDLINE | ID: mdl-26621383

ABSTRACT

The evolutionarily conserved nuclear export factor 1 (NXF1) provides mRNA export from the nucleus to the cytoplasm. We described several testis-specific transcripts of the Drosophila melanogaster nxf1 gene designated "sbr" in this species via different PCR approaches and CAGE-seq analysis. Characteristically, most of them have truncated 3'UTRs compared with those in other organs. In addition to regular transcripts, there are shorter transcripts that begin in intron 3 of the sbr gene. These short, 5'-truncated testis-specific transcripts vary in terms of transcription start site and their ability to exclude or retain the last 237 nucleotides of intron 3 in their 5'UTR. Using an anti-SBR antibody against the C-terminal portion of this protein, we detected the major SBR protein (74 kDa) in all analyzed organs of the fly as well as a new smaller protein (60 kDa) found only in the testes. This protein corresponds to the detected sbr transcripts that start in intron 3, based on its molecular mass. We investigated the sbr12 allele of the sbr gene, which is lethal in homozygous females and causes dominant sterility in heterozygous males. Sequencing of the sbr12 gene allele revealed a 30-bp deletion in exon 9 without a frame shift.Western blot analysiswith an SBR-specific antibody revealed two bands of the expected size in the testes of heterozygous males. Thus, a mutant protein along with the normal protein presents in the testes of lethal allele-bearing flies and the described shorter testis-specific variant of SBR may account for male sterility.


Subject(s)
Drosophila Proteins/genetics , Infertility, Male/genetics , Nuclear Proteins/genetics , RNA-Binding Proteins/genetics , Testis/metabolism , 5' Untranslated Regions , Amino Acid Sequence , Animals , Drosophila Proteins/metabolism , Drosophila melanogaster , Female , Male , Molecular Sequence Data , Nuclear Proteins/metabolism , RNA Splicing , RNA, Messenger/genetics , RNA, Messenger/metabolism , RNA-Binding Proteins/metabolism
7.
Prostate ; 75(14): 1586-600, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26074449

ABSTRACT

BACKGROUND: The key to a more effective diagnosis, prognosis, and therapeutic management of prostate cancer (PCa) could lie in the direct analysis of cancer tissue. In this study, by comparative proteomics analysis of PCa and benign prostate hyperplasia (BPH) tissues we attempted to elucidate the proteins and regulatory pathways involved in this disease. METHODS: The samples used in this study were fresh surgical tissues with clinically and histologically confirmed PCa (n = 19) and BPH (n = 33). We used two dimensional difference in gel electrophoresis (2D DIGE) coupled with mass spectrometry (MS) and bioinformatics analysis. RESULTS: Thirty-nine spots with statistically significant 1.8-fold variation or more in abundance, corresponding to 28 proteins were identified. The IPA analysis pointed out to 3 possible networks regulated within MAPK, ERK, TGFB1, and ubiquitin pathways. Thirteen of the identified proteins, namely, constituents of the intermediate filaments (KRT8, KRT18, DES), potential tumor suppressors (ARHGAP1, AZGP1, GSTM2, and MFAP4), transport and membrane organization proteins (FABP5, GC, and EHD2), chaperons (FKBP4 and HSPD1) and known cancer marker (NME1) have been associated with prostate and other cancers by numerous proteomics, genomics or functional studies. We evidenced for the first time the dysregulation of 9 proteins (CSNK1A1, ARID5B, LYPLA1, PSMB6, RABEP1, TALDO1, UBE2N, PPP1CB, and SERPINB1) that may have role in PCa. The UBE2N, PSMB6, and PPP1CB, involved in cell cycle regulation and progression were evaluated by Western blot analysis which confirmed significantly higher abundances of UBE2N and PSMB6 and significantly lower abundance of PPP1CB in PCa. CONCLUSION: In addition to the identification of substantial number of proteins with known association with PCa, the proteomic approach in this study revealed proteins not previously clearly related to PCa, providing a starting point for further elucidation of their function in disease initiation and progression.


Subject(s)
Gene Regulatory Networks/genetics , Prostate , Prostatic Neoplasms/genetics , Proteomics/methods , Two-Dimensional Difference Gel Electrophoresis/methods , Humans , Male , Prostate/pathology , Prostatic Neoplasms/pathology
8.
Article in English | MEDLINE | ID: mdl-27442390

ABSTRACT

A Workshop and Regular Meeting of the Marie Curie Training and Research Programs iMODECKD (Identification of the Molecular Determinants of established Chronic Kidney Disease) and BCMolMed (Molecular Medicine for Bladder Cancer) was held from 20-22 March at the Macedonian Academy of Science and Arts (MASA). The meeting was hosted by the participating center University of Skopje (SKO) - Goce Spasovski and MASA - Momir Polenakovic (R. Macedonia). The representative from MASA proteomic research center - Katerina Davalieva (R. Macedonia) had presentation on proteomic research in prostate cancer (PCa). 40 researchers from 13 different countries participated at the meeting. The Workshop was devoted on "Chronic Kidney Disease: Clinical Management issues", and consisted of 15 oral presentations given by nephrologists and experts in the field of CKD. Raymond Vanholder (Belgium) - past president of ERA-EDTA had a keynote lecture on "CKD: Questions that need to be answered and are not (or at least not entirely)". The workshop continued in four sessions with lectures from Alberto Ortiz (Spain), Olivera Stojceva-Taneva (R. Macedonia), Dimitrios Goumenos (Greece), Joachim Beige (Germany), Marian Klinger (Poland), Goce Spasovski (R. Macedonia), Joachim Jankowski (Germany), Adalbert Schiller (Romania), Robert Johnson (USA), Franco Ferrario (Italy), Ivan Rychlik (Czech Republic), Fulvio Magni (Italy) and Giovambattista Capasso (Italy), all covering a training theme. Within the meeting there were two lectures on complimentary skills for ethics in science and career advancement from two principal investigators - Goce Spasovski (R. Macedonia) and Joost Schanstra (France). During the Regular Meeting, 13 PhD students i.e. Early Stage Researchers and one Experienced Researcher from both Programs presented their work and progress within iMODE-CKD and BCMolMed projects. This meeting was a great opportunity to exchange experience and ideas in the field of systems biology approaches and translational medicine and planning future collaboration.


Subject(s)
Nephrology , Prostatic Neoplasms , Renal Insufficiency, Chronic , Translational Research, Biomedical , Biomarkers, Tumor/genetics , Biomarkers, Tumor/urine , Cooperative Behavior , Genetic Predisposition to Disease , Humans , Interdisciplinary Communication , International Cooperation , Male , Phenotype , Prostatic Neoplasms/diagnosis , Prostatic Neoplasms/urine , Proteomics/methods , Renal Insufficiency, Chronic/diagnosis , Renal Insufficiency, Chronic/epidemiology , Renal Insufficiency, Chronic/genetics , Renal Insufficiency, Chronic/therapy , Systems Biology , Urinalysis
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