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PubMed2005

Selection of candidate genes in hypertension.

Essential hypertension is a common disease with multifactorial etiology affecting up to 10 million individuals in the United Kingdom alone. Current knowledge of the genetic contribution to this trait is restricted to a number of rare variants that produce hypertensive phenotypes in a Mendelian fashion and to genes highlighted by work on blood pressure regulation in rodent models. Recent advances in comparative genomics, genome-wide scans for linkage, transcriptomics, proteomics, and metabolomics allow a systematic approach to the prioritization of candidate genes for hypertension and other complex traits. We review the current state of play in these fields related to hypertension and show, with a particular example, how these data may help target genetic studies in the future.

Animals↗
PubMed2001

Fingerprinting Trichoderma reesei hydrolases in a commercial cellulase preparation.

Polysaccharide degrading enzymes from commercial T. reesei broth have been subjected to "fingerprint" analysis by high-resolution 2-D gel electrophoresis. Forty-five spots from 11 x 25 cm Pharmacia gels have been analyzed by LC-MS/MS and the resulting peptide sequences were compared to existing databases. Understanding the roles and relationships of component enzymes from the T. reesei cellulase system acting on complex substrates is key to the development of efficient artificial cellulase systems for the conversion of lignocellulosic biomass to sugars. These studies suggest follow-on work comparing induced and noninduced T. reesei cells at the proteome level, which may elucidate substrate-specific gene regulation and response.

Biotechnology↗
PubMedDate not supplied

Identification and analysis of multivalent proteolytically resistant peptides from gluten: implications for celiac sprue.

Dietary gluten proteins from wheat, rye, and barley are the primary triggers for the immuno-pathogenesis of Celiac Sprue, a widespread immune disease of the small intestine. Recent molecular and structural analyses of representative gluten proteins, most notably alpha- and gamma-gliadin proteins from wheat, have improved our understanding of these pathogenic mechanisms. In particular, based on the properties of a 33-mer peptide, generated from alpha-gliadin under physiological conditions, a link between digestive resistance and inflammatory character of gluten has been proposed. Here, we report three lines of investigation in support of this hypothesis. First, biochemical and immunological analysis of deletion mutants of alpha-2 gliadin confirmed that the DQ2 restricted T cell response to the alpha-2 gliadin are directed toward the epitopes clustered within the 33-mer. Second, proteolytic analysis of a representative gamma-gliadin led to the identification of another multivalent 26-mer peptide that was also resistant to further gastric, pancreatic and intestinal brush border degradation, and was a good substrate of human transglutaminase 2 (TG2). Analogous to the 33-mer, the synthetic 26-mer peptide displayed markedly enhanced T cell antigenicity compared to monovalent control peptides. Finally, in silico analysis of the gluten proteome led to the identification of at least 60 putative peptides that share the common characteristics of the 33-mer and the 26-mer peptides. Together, these results highlight the pivotal role of physiologically generated, proteolytically stable, TG2-reactive, multivalent peptides in the immune response to dietary gluten in Celiac Sprue patients. Prolyl endopeptidase treatment was shown to abolish the antigenicity of both the 33-mer and the 26-mer peptides, and was also predicted to have comparable effects on other proline-rich putatively immunotoxic peptides identified from other polypeptides within the gluten proteome.

Amino Acid Sequence↗
PubMed2006

Identification of early proteomic markers for hepatic steatosis.

The identification of biomarkers for disease state, drug efficacy, and toxicity is becoming increasingly important for drug discovery and development. We have used two-dimensional differential in-gel electrophoresis and mass spectrometry to identify proteomic markers associated with hepatocellular steatosis in rats after dosing with a compound (CDA) in preclinical development. Rats were dosed daily for up to 5 days with CDA for measurement of blood biochemical parameters, histological, and proteomic analysis. Alterations in plasma glucose and liver transaminases were detected from dosing day 3 onward, and livers showed trace levels of hepatocellular vacuolation from 6 h which increased in extent and severity over the 5 day time course. The number of significantly altered protein spots increased over the 5 day time course, and Ingenuity Pathway Analysis showed that the predominant functions altered by CDA treatment were cell death and cellular assembly and organization. This included alterations in secreted proteins, endoplasmic reticulum and mitochondrial chaperones, antioxidant proteins, and enzymes involved in fatty acid biosynthesis. Comparative in vitro dosing studies showed similar alterations to the proteome, neutral lipid accumulation, and mitochondrial dehydrogenase activity in response to CDA treatment of cultured rat hepatocytes. The finding that several proteins showed significant changes in abundance before the onset of overt toxicity in vivo suggested that these could serve as predictive biomarkers of compounds with a propensity to induce liver steatosis. These markers underwent further direct analysis in the in vitro hepatocyte toxicity model to determine their utility in the development of high throughput assays for drug-induced steatosis.

Animals↗
PubMed2004

Genetic algorithm optimization for pre-processing and variable selection of spectroscopic data.

MOTIVATION: The major difficulties relating to mathematical modelling of spectroscopic data are inconsistencies in spectral reproducibility and the black box nature of the modelling techniques. For the analysis of biological samples the first problem is due to biological, experimental and machine variability which can lead to sample size differences and unavoidable baseline shifts. Consequently, there is often a requirement for mathematical correction(s) to be made to the raw data if the best possible model is to be formed. The second problem prevents interpretation of the results since the variables that most contribute to the analysis are not easily revealed; as a result, the opportunity to obtain new knowledge from such data is lost. METHODS: We used genetic algorithms (GAs) to select spectral pre-processing steps for Fourier transform infrared (FT-IR) spectroscopic data. We demonstrate a novel approach for the selection of important discriminatory variables by GA from FT-IR spectra for multi-class identification by discriminant function analysis (DFA). RESULTS: The GA selects sensible pre-processing steps from a total of approximately 10(10) possible mathematical transformations. Application of these algorithms results in a 16% reduction in the model error when compared against the raw data model. GA-DFA recovers six variables from the full set of 882 spectral variables against which a satisfactory DFA model can be formed; thus inferences can be made as to the biochemical differences that are reflected by these spectral bands.

Algorithms↗
PubMed2026

Cystathionine γ-Lyase-Dependent S-Sulfhydration of Smad3: A Novel Target to Alleviate Fibrosis in Systemic Sclerosis.

OBJECTIVE: The cystathionine γ-lyase (CSE)/hydrogen sulfide (H2S) axis has emerged as a key regulator in tissue fibrogenesis. This study aimed to explore the role of the CSE/H2S axis in systemic sclerosis (SSc) and to investigate its underlying mechanisms to identify promising therapeutic targets. METHODS: CSE/H2S levels were assessed in serum samples from 25 patients with SSc and 28 healthy controls. Human dermal fibroblasts from patients with SSc and healthy controls were used for functional studies, including propargylglycine (CSE inhibitor) treatment, Gyy4137, a slow-releasing hydrogen sulfide donor, CSE silencing, and CSE overexpression, combined with liquid chromatography-tandem mass spectrometry (LC-MS/MS)-based S-sulfhydration proteomics. Molecular dynamics simulations were performed to study the effects of S-sulfhydration on protein structure, and an Smad3 C121S (cysteine [Cys] 121 mutated to Ser) mutant was generated to verify the function targets of S-sulfhydration. In vivo, bleomycin-induced mouse models of skin and lung fibrosis were constructed to evaluate the effects of CSE overexpression. RESULTS: In human samples, CSE/H2S levels were reduced in SSc. CSE inhibition promoted extracellular matrix deposition. S-sulfhydration proteomics showed that S-sulfhydration levels were globally reduced in SSc compared to controls. CSE overexpression increased S-sulfhydration on Smad3, suppressed transforming growth factor β 1 (TGFβ1)/Smad3 signaling, mitigating skin fibrosis. Notably, Cys121 on Smad3, identified as a pivotal target for S-sulfhydration by proteomics, was shown to fine-tune its MH1 domain, with its mutation impairing the antifibrotic effects. In mice, CSE overexpression attenuated bleomycin-induced skin and lung fibrosis. CONCLUSION: Smad3 S-sulfhydration mediates the antifibrotic effect of CSE in SSc, highlighting it as a critical mechanism and promising therapeutic target.

Humans↗
PubMed2026

Occupationally relevant vibrations and the brain: frequency-dependent proteomics signatures in a rat model.

INTRODUCTION: Occupational exposure to whole-body vibration (WBV), particularly in agricultural environments, has been associated with adverse cognitive and physiological effects. This study examined the neurophysiological impact of WBV in a rat model at 4 Hz and 30 Hz, frequencies representative of off-road and on-road vehicle operation. METHODOLOGY: Forty-four Sprague-Dawley rats were assigned to control (0 Hz), low-frequency (4 Hz), or high-frequency (30 Hz) vibration conditions. After three days of exposure, brain tissues were collected and analyzed using mass spectrometry-based proteomics to identify differentially expressed proteins. RESULTS: Proteomic profiling revealed distinct, frequency-dependent alterations in brain protein expression. Compared with controls, 32 cognition-related proteins were differentially regulated at 4 Hz and 29 at 30 Hz, with 13 differing between the two vibration conditions. Principal component analysis showed clear separation among groups, indicating unique proteomic signatures for each exposure frequency. Functional enrichment and protein-protein interaction analyses demonstrated involvement of synaptic plasticity, cytoskeletal organization, calcium regulation, and neurotransmitter release. Exposure to 4 Hz was associated with the upregulation of proteins involved in calcium homeostasis and synaptic integrity, suggesting potential disruption of cognitive processes. In contrast, 30 Hz increased the expression of proteins related to axonal guidance and neuroprotection, indicating a less clearly adverse response that may reflect adaptive or potentially beneficial effects. DISCUSSION: These findings provide new insight into biological mechanisms underlying WBV-induced cognitive changes and underscore the importance of vibration frequency in shaping neurophysiological outcomes. They also establish a foundation for future studies integrating proteomics with behavioural assessments in animals and humans.

Animals↗
PubMed2005

Parallel changes in gene expression in aged human and mouse cortex.

The intensity of expression of over 20,000 genes and expressed sequence tags within the cerebral cortex has previously been described for both the human and mouse genomes. In both these species, the degree of expression of a relatively limited number of cortical genes, around 300, is significantly altered during senescence. The extent of similarity between age-related alterations of levels of specific mRNAs in either species has been compared. There is a significant correlation between species in those genes whose expression changes markedly in either direction with aging. This parallel serves to validate the use of mouse strains to study general age-related genetic events associated with aging.

Age Factors↗
PubMed2005

The wheat (Triticum aestivum L.) leaf proteome.

The wheat leaf proteome was mapped and partially characterized to function as a comparative template for future wheat research. In total, 404 proteins were visualized, and 277 of these were selected for analysis based on reproducibility and relative quantity. Using a combination of protein and expressed sequence tag database searching, 142 proteins were putatively identified with an identification success rate of 51%. The identified proteins were grouped according to their functional annotations with the majority (40%) being involved in energy production, primary, or secondary metabolism. Only 8% of the protein identifications lacked ascertainable functional annotation. The 51% ratio of successful identification and the 8% unclear functional annotation rate are major improvements over most previous plant proteomic studies. This clearly indicates the advancement of the plant protein and nucleic acid sequence and annotation data available in the databases, and shows the enhanced feasibility of future wheat leaf proteome research.

Computational Biology↗
PubMed2006

Proteomic survey of the pathogenic Mycoplasma hyopneumoniae strain 7448 and identification of novel post-translationally modified and antigenic proteins.

Mycoplasma hyopneumoniae is an important pathogen for pigs, being the causative agent of enzootic pneumonia. Recently, the genome sequences of three strains, J, 7448 and 232 have been reported. Here, we describe the results of a proteomic analysis, based on two-dimensional gel electrophoresis of soluble protein extracts, immunoblot and mass spectrometry, which was carried out aiming the identification of gene products and antigenic proteins from the M. hyopneumoniae pathogenic strain 7448. A preliminary M. hyopneumoniae proteome map in two pH ranges (3-10 and 4-7) was produced. A total of 31 different coding DNA sequences (CDSs), including three hypothetical ones, were experimentally verified with the identification of the corresponding protein products by matrix-assisted laser desorption/ionisation time-of-flight mass spectrometry. According to the Clusters of Orthologous Groups (COG) functional classification, the identified proteins were assigned to the groups of metabolism (13), cellular processes (5) and information and storage processing (4). Nine of the identified proteins were not classifiable by COG, including some related to cytoadherence and possibly involved in pathogenicity. Moreover, at least five highly antigenic proteins of M. hyopneumoniae were identified by immunoblots, including four novel ones (a heat shock protein 70, an elongation factor Tu, a pyruvate dehydrogenase E1-beta subunit and the P76 membrane protein). The now available proteome map is expected to serve as a reference for comparative analyses between M. hyopneumoniae pathogenic and non-pathogenic strains, and for methabolic studies based on cells cultured under modified conditions.

Animals↗
PubMed2002

Combining proteomic and genetic studies in plants.

Plant proteomics is still in its infancy, although numerous experiments have been undertaken since the end of the 1970s. In this review we focus on the interactions between proteomics and genetics. A given genome can express various proteomes according to differentiation, development, tissues, cells and subcellular compartments, and proteomes are modified in function of biotic and abiotic environment. These different proteomes and the way they respond to environment can be compared between genotypes, allowing the characterization of mutants or lines, the study of mutation pleiotropic effects, the genetic mapping of expressed genes. These comparisons also permit to hypothesize for "candidate proteins" that might be involved in the genetic variation of traits of economic or agronomic interest.

Electrophoresis, Gel, Two-Dimensional↗
PubMed2004

Proteome comparison of alveolar macrophages with monocytes reveals distinct protein characteristics.

Alveolar macrophages (AMs) are a subset of tissue macrophages situated in the alveolar milieu. Compared with their precursor blood monocytes, AMs exhibit distinct physiologic functions unique to their anatomic location. However, the molecular details that control monocyte differentiation into AMs remain unknown. This study employed a proteomic approach to define protein characteristics that distinguish AMs from monocytes. AMs and monocytes were obtained from six nonsmoking, healthy donors. Whole cell lysates from each donor's AMs and monocytes were analyzed by two-dimensional (2D) gel electrophoreses. The protein density for each protein spot in a 2D gel was compared between these two cell types. Proteins that demonstrated consistent level changes of greater than 2.5-fold in all six donors were subjected to tandem mass spectrometry for protein identity. Using this process, we revealed proteome changes in AMs that relate to their physiologic roles in proteolysis, actin reorganization, and cellular adaptation in the unique alveolar milieu. By comparison, blood monocytes displayed higher levels of the proteins involved in transcription, metabolism, inflammation, and in the control of proteolysis. These results provide new insights into the biology of mononuclear phagocytes and set a basis for future causality studies.

Adult↗
PubMed2005

Genomic peculiarity of coding sequences and metabolic potential of probiotic Escherichia coli strain Nissle 1917 inferred from raw genome data.

Probiotic Escherichia coli strain Nissle 1917 (O6:K5:H1) is a commensal E. coli isolate that has a long tradition in medicine for the treatment of various intestinal disorders in humans. To elucidate the molecular basis of its probiotic nature, we started sequencing the genome of this organism with a whole-genome shotgun approach. A 7.8-fold coverage of the genomic sequence has been generated and is now in the finishing stage. To exploit the genome data as early as possible and to generate hypotheses for functional studies, the unfinished sequencing data were analyzed in this work using a new method [Sun, J., Zeng, A.P., 2004. IdentiCS--identification of coding sequence and in silico reconstruction of the metabolic network directly from unannotated low-coverage bacterial genome sequence. BMC Bioinformatics 5, 112] which is particularly suitable for the prediction of coding sequences (CDSs) from unannotated genome sequence. The CDSs predicted for E. coli Nissle 1917 were compared with those of all five other sequenced E. coli strains (E. coli K-12 MG1655, E. coli K-12 W3110, E. coli CFT073, EHEC O157:H7 EDL933 and EHEC O157:H7 Sakai) published to date. Five thousand one hundred and ninety-two CDSs were predicted for E. coli Nissle 1917, of which 1065 were assigned with enzyme EC numbers. The comparison of all predicted CDSs of E. coli Nissle 1917 to the other E. coli strains revealed 108 CDSs specific for this isolate. They are organized as four big genome islands and many other smaller gene clusters. Based on CDSs with EC numbers for enzymes, the potential metabolic network of Nissle 1917 was reconstructed and compared to those of the other five E. coli strains. Overall, the comparative genomic analysis sheds light on the genomic peculiarity of the probiotic E. coli strain Nissle 1917 and is helpful for designing further functional studies long before the sequencing project is completely finished.

Chromosome Mapping↗
PubMed2006

Differential protein profiling of primary versus immortalized human RPE cells identifies expression patterns associated with cytoskeletal remodeling and cell survival.

Functional research of retinal pigment epithelium (RPE) most often relies on utilization of RPE-derived cell lines in vitro. However, no studies about similarities and differences of the respective cell lines exist so far. Thus, we here analyze the proteome of the most popular RPE cell lines: ARPE-19 and hTERT and compare their constitutive and de novo synthesized protein expression profiles to human early passage retinal pigment epithelial cells (epRPE) by 2-D electrophoresis and MALDI-TOF peptide mass fingerprinting. In all three cell lines the baseline protein expression pattern corresponded well to the de novo synthesized cellular proteome. However, comparison of the protein profile of epRPE cells with that of hTERT-RPE cells revealed a higher abundance of proteins related to cell migration, adhesion, and extracellular matrix formation, paralleled by a down-regulation of proteins attributed to cell polarization, and showed an altered expression of detoxification enzymes in hTERT-RPE. ARPE-19 cells, however, exhibited a higher abundance of components of the microtubule cytoskeleton and differences in expression of proteins related to proliferation and cell death. epRPE cells, hTERT-RPE, and ARPE-19 therefore may respond differently with respect to certain functional properties, a finding that should prove valuable for future in vitro studies.

Cell Culture Techniques↗
PubMed2006

Comparison of variability associated with sample preparation in two-dimensional gel electrophoresis of cardiac tissue.

Variability is a major complicating factor in analysis by two-dimensional gel electrophoresis. Improvements in methodologies have focused on improving individual gel quality rather than reproducibility. We homogenized rat cardiac tissue and rehydrated using a matrix of buffers to determine the optimal sample conditions. Six buffers were used to solubilize the proteins. Solubilized proteins were separated by isoelectric focusing using four buffers. Gels were run in triplicate to assess the method of preparation yielding the least variability. Number of spots and variability were different between conditions. Proteins solubilized in a buffer containing 5 M urea, 2 M thiourea, 2% CHAPS, 2% SB 3-10, ampholytes, DTT, and protease inhibitors and focused in a buffer containing 9 M urea and 4% NP40 had the lowest coefficient of variation. Variability was compared across isoelectric point ranges and was different. Minimizing technical variability in two-dimensional polyacrylamide gel electrophoresis is critical to identify differences between conditions. Sample preparation should be optimized to minimize variability as well as to maximize the number of spots seen.

Animals↗
PubMed2006

OncoDB.HCC: an integrated oncogenomic database of hepatocellular carcinoma revealed aberrant cancer target genes and loci.

The OncoDB.HCC (http://oncodb.hcc.ibms.sinica.edu.tw) is based on physical maps of rodent and human genomes containing quantitative trait loci of rodent HCC models and various human HCC somatic aberrations including chromosomal data from loss of heterozygosity and comparative genome hybridization analyses, altered expression of genes from microarray and proteomic studies, and finally experimental data of published HCC genes. Comprehensive integration of HCC genomic aberration data avoids potential pitfalls of data inconsistency from single genomic approach and provides lines of evidence to reveal somatic aberrations from levels of DNA, RNA to protein. Twenty-nine of 30 (96.7%) novel HCC genes with significant altered expressions in compared between tumor and adjacent normal tissues were validated by RT-PCR in 45 pairs of HCC tissues and by matching expression profiles in 57 HCC patients of re-analyzed Stanford HCC microarray data. Comparative mapping of HCC loci in between human aberrant chromosomal regions and QTLs of rodent HCC models revealed 12 syntenic HCC regions with 2 loci effectively narrowed down to 2 Mb. Together, OncoDB.HCC graphically presents comprehensive HCC data integration, reveals important HCC genes and loci for positional cloning and functional studies, and discloses potential molecular targets for improving HCC diagnosis and therapy.

Animals↗
PubMed2003

Development of narrow immobilized pH gradients covering one pH unit for human seminal plasma proteomic analysis.

Micropreparatively loaded two-dimensional (2-D) electrophoresis gels were used to identify human seminal plasma polypeptides by using narrow immobilized pH gradients (IPGs) covering one pH unit as first dimension. This investigation was restricted to IPG 4.5-5.5 and 5-6 because of the main spot distribution in the acidic part of the 2-D map performed with IPG 3-10, a zone presumed to be rich in spermatogenic markers. Both highly expressed and minor spots of the 2-D map were analyzed by matrix-assisted laser desorption/ionization mass spectrometry and tandem mass spectroscopy analysis. Identification was obtained by a combination of mass spectrometry and database searching. Identified proteins were of different origin from the male genital tract and some proteolysis was observed. They appeared as either isolated molecules or isoforms. At the analytical level, narrow IPGs allowed a two-fold increase in the number of spots, improved resolution of minor spots particularly in surrounding of highly expressed spots and sensitivity level. Some of these faint spots were differently expressed in azoospermic patients as compared to normospermic men. Therefore, zooming-in on the proteome of human seminal plasma allowed more accurate differential expression analysis of impaired spermatogenesis associated markers.

Electrophoresis, Gel, Two-Dimensional↗
PubMed2005

Carbonylated proteins in bronchoalveolar lavage of patients with sarcoidosis, pulmonary fibrosis associated with systemic sclerosis and idiopathic pulmonary fibrosis.

Oxygen-derived free radicals produced by phagocytes have been postulated to contribute to lung tissue damage occurring during diffuse lung diseases (DLD). The two-dimensional electrophoretic (2-DE) analysis of bronchoalveolar lavage (BAL) protein composition revealed different protein profiles in sarcoidosis (S), idiopathic pulmonary fibrosis (IPF) and systemic sclerosis (SSc) with a significant increase of low molecular weight proteins in IPF. Some of these proteins are involved in antioxidant processes. The aims of this report were to analyse the oxidative stress occurring in patients with DLD through determination of BAL protein carbonyl content and to identify target proteins of oxidation by a proteomic approach (2-DE combined with immunoblotting with specific antibodies for carbonyl groups). Carbonylated proteins detected by enzyme-linked immunosorbent assay (ELISA) were increased in BAL of patients with S, IPF and SSc compared to healthy controls with a significant difference for S and IPF. The proteomic approach to the analysis of BAL revealed that protein carbonylation was a process involving specific carbonylation-sensitive proteins and that in IPF a greater number of proteins target of oxidation were present. In conclusion, to our knowledge, this is the first report providing a database of proteins target of oxidation in BAL of patients with sarcoidosis, idiopathic pulmonary fibrosis and systemic sclerosis.

Blotting, Western↗