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1.
Environ Microbiol ; 22(5): 1870-1883, 2020 05.
Article in English | MEDLINE | ID: mdl-32090431

ABSTRACT

In cold marine environments, the obligate hydrocarbon-degrading psychrophile Oleispira antarctica RB-8, which utilizes aliphatic alkanes almost exclusively as substrates, dominates microbial communities following oil spills. In this study, LC-MS/MS shotgun proteomics was used to identify changes in the proteome induced during growth on n-alkanes and in cold temperatures. Specifically, proteins with significantly higher relative abundance during growth on tetradecane (n-C14 ) at 16°C and 4°C have been quantified. During growth on n-C14 , O. antarctica expressed a complete pathway for the terminal oxidation of n-alkanes including two alkane monooxygenases, two alcohol dehydrogenases, two aldehyde dehydrogenases, a fatty-acid-CoA ligase, a fatty acid desaturase and associated oxidoreductases. Increased biosynthesis of these proteins ranged from 3- to 21-fold compared with growth on a non-hydrocarbon control. This study also highlights mechanisms O. antarctica may utilize to provide it with ecological competitiveness at low temperatures. This was evidenced by an increase in spectral counts for proteins involved in flagella structure/output to overcome higher viscosity, flagella rotation to accumulate cells and proline metabolism to counteract oxidative stress, during growth at 4°C compared with 16°C. Such species-specific understanding of the physiology during hydrocarbon degradation can be important for parameterizing models that predict the fate of marine oil spills.


Subject(s)
Alkanes/metabolism , Biodegradation, Environmental , Oceanospirillaceae/metabolism , Petroleum Pollution , Chromatography, Liquid , Cold Temperature , Cytochrome P-450 CYP4A/genetics , Fatty Acid Desaturases/genetics , Fatty Acids/metabolism , Oceanospirillaceae/genetics , Oceanospirillaceae/growth & development , Oxidation-Reduction , Oxidoreductases/genetics , Phylogeny , Proteomics , Seawater/microbiology , Tandem Mass Spectrometry
2.
J Proteomics ; 207: 103467, 2019 09 15.
Article in English | MEDLINE | ID: mdl-31351147

ABSTRACT

The mating-specific yeast Gα controls pheromone signaling by sequestering Gßγ and by regulating the Fus3 MAP kinase. Disrupting Gα-Fus3 interaction leads to severe defects in chemotropism. Because Gα concentrates at the chemotropic growth site where Fus3 is required for the phosphorylation of two known targets, we screened for additional proteins whose phosphorylation depends on pheromone stimulation and Gα-Fus3 interaction. Using a mutant form of Gα severely defective in Fus3-binding, GαDSD, and quantitative mass spectrometry, fourteen proteins were identified as potential targets of Gα-recruited Fus3, ten of which were previously implicated in cell polarity and morphogenesis. To explore the biological relevance of these findings, we focused on the Spa2 polarisome protein, which was hypophosphorylated on multiple serine residues in pheromone-treated GαDSD cells. Six sites were mutagenized to create the Spa26XSA mutant protein. Spa26XSA exhibited increased affinity for Fus3, consistent with a kinase-substrate interaction, and Spa26XSA cells exhibited dramatic defects in gradient sensing and zygote formation. These results suggest that Gα promotes the phosphorylation of Spa2 by Fus3 at the cortex of pheromone-stimulated cells, and that this mechanism plays a role in chemotropism. How the Gα-Fus3 signaling hub affects the other putative targets identified here has yet to be determined. SIGNIFICANCE: Previously, interaction between the G alpha protein, Gpa1, and the MAPK of the pheromone response pathway, Fus3, was shown to be important for efficient sensing of the pheromone gradient and for the maintenance of cell polarity during mating. Here we show that the underlying molecular mechanisms involve the phosphorylation of specific cortical targets of Gpa1/Fus3. These have been identified by quantitative phosphoproteomics using a mutant of Gpa1, which is defective in interacting with Fus3. One of these targets is the polarisome protein Spa2. Alanine substitution of the Spa2 phosphorylation sites targeted by Gpa1/Fus3 lead to a dramatic defect in pheromone gradient sensing and zygote formation. These results reveal how the G alpha protein and the MAPK control cell polarity in a prototypical model system. Our results have wider significance as similar mechanisms exist in higher eukaryotes and are involved in important biological such as neuron development, immunity, and cancer cell metastasis.


Subject(s)
GTP-Binding Protein alpha Subunits/metabolism , MAP Kinase Signaling System , Mating Factor/metabolism , Mitogen-Activated Protein Kinases/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/metabolism , Amino Acid Substitution , Cytoskeletal Proteins/genetics , Cytoskeletal Proteins/metabolism , GTP-Binding Protein alpha Subunits/genetics , Mating Factor/genetics , Mitogen-Activated Protein Kinases/genetics , Mutation, Missense , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae Proteins/genetics
3.
Environ Microbiol ; 21(7): 2347-2359, 2019 07.
Article in English | MEDLINE | ID: mdl-30951249

ABSTRACT

Alcanivorax borkumensis SK2T is an important obligate hydrocarbonoclastic bacterium (OHCB) that can dominate microbial communities following marine oil spills. It possesses the ability to degrade branched alkanes which provides it a competitive advantage over many other marine alkane degraders that can only degrade linear alkanes. We used LC-MS/MS shotgun proteomics to identify proteins involved in aerobic alkane degradation during growth on linear (n-C14 ) or branched (pristane) alkanes. During growth on n-C14 , A. borkumensis expressed a complete pathway for the terminal oxidation of n-alkanes to their corresponding acyl-CoA derivatives including AlkB and AlmA, two CYP153 cytochrome P450s, an alcohol dehydrogenase and an aldehyde dehydrogenase. In contrast, during growth on pristane, an alternative alkane degradation pathway was expressed including a different cytochrome P450, an alcohol oxidase and an alcohol dehydrogenase. A. borkumensis also expressed a different set of enzymes for ß-oxidation of the resultant fatty acids depending on the growth substrate utilized. This study significantly enhances our understanding of the fundamental physiology of A. borkumensis SK2T by identifying the key enzymes expressed and involved in terminal oxidation of both linear and branched alkanes. It has also highlights the differential expression of sets of ß-oxidation proteins to overcome steric hinderance from branched substrates.


Subject(s)
Alcanivoraceae/enzymology , Alcanivoraceae/metabolism , Alkanes/metabolism , Alcanivoraceae/growth & development , Alcohol Dehydrogenase/genetics , Alcohol Oxidoreductases/genetics , Biodegradation, Environmental , Chromatography, Liquid , Cytochrome P-450 Enzyme System/genetics , Fatty Acids/metabolism , Proteomics , Tandem Mass Spectrometry , Terpenes/metabolism
4.
Front Microbiol ; 9: 3130, 2018.
Article in English | MEDLINE | ID: mdl-30619200

ABSTRACT

The marine obligate hydrocarbonoclastic bacterium Thalassolituus oleivorans MIL-1 metabolizes a broad range of aliphatic hydrocarbons almost exclusively as carbon and energy sources. We used LC-MS/MS shotgun proteomics to identify proteins involved in aerobic alkane degradation during growth on medium- (n-C14) or long-chain (n-C28) alkanes. During growth on n-C14, T. oleivorans expresses an alkane monooxygenase system involved in terminal oxidation including two alkane 1-monooxygenases, a ferredoxin, a ferredoxin reductase and an aldehyde dehydrogenase. In contrast, during growth on long-chain alkanes (n-C28), T. oleivorans may switch to a subterminal alkane oxidation pathway evidenced by significant upregulation of Baeyer-Villiger monooxygenase and an esterase, proteins catalyzing ketone and ester metabolism, respectively. The metabolite (primary alcohol) generated from terminal oxidation of an alkane was detected during growth on n-C14 but not on n-C28 also suggesting alternative metabolic pathways. Expression of both active and passive transport systems involved in uptake of long-chain alkanes was higher when compared to the non-hydrocarbon control, including a TonB-dependent receptor, a FadL homolog and a specialized porin. Also, an inner membrane transport protein involved in the export of an outer membrane protein was expressed. This study has demonstrated the substrate range of T. oleivorans is larger than previously reported with growth from n-C10 up to n-C32. It has also greatly enhanced our understanding of the fundamental physiology of T. oleivorans, a key bacterium that plays a significant role in natural attenuation of marine oil pollution, by identifying key enzymes expressed during the catabolism of n-alkanes.

5.
J Exp Bot ; 68(14): 3891-3902, 2017 06 01.
Article in English | MEDLINE | ID: mdl-28520898

ABSTRACT

Carbon-concentrating mechanisms (CCMs) enable efficient photosynthesis and growth in CO2-limiting environments, and in eukaryotic microalgae localisation of Rubisco to a microcompartment called the pyrenoid is key. In the model green alga Chlamydomonas reinhardtii, Rubisco preferentially relocalises to the pyrenoid during CCM induction and pyrenoid-less mutants lack a functioning CCM and grow very poorly at low CO2. The aim of this study was to investigate the CO2 response of pyrenoid-positive (pyr+) and pyrenoid-negative (pyr-) mutant strains to determine the effect of pyrenoid absence on CCM induction and gene expression. Shotgun proteomic analysis of low-CO2-adapted strains showed reduced accumulation of some CCM-related proteins, suggesting that pyr- has limited capacity to respond to low-CO2 conditions. Comparisons between gene transcription and protein expression revealed potential regulatory interactions, since Rubisco protein linker (EPYC1) protein did not accumulate in pyr- despite increased transcription, while elements of the LCIB/LCIC complex were also differentially expressed. Furthermore, pyr- showed altered abundance of a number of proteins involved in primary metabolism, perhaps due to the failure to adapt to low CO2. This work highlights two-way regulation between CCM induction and pyrenoid formation, and provides novel candidates for future studies of pyrenoid assembly and CCM function.


Subject(s)
Algal Proteins/genetics , Carbon/metabolism , Chlamydomonas reinhardtii/genetics , Chloroplasts/metabolism , Gene Expression , Photosynthesis , Algal Proteins/metabolism , Chlamydomonas reinhardtii/metabolism , High-Throughput Nucleotide Sequencing , Sequence Analysis, DNA
6.
Horm Cancer ; 8(1): 28-48, 2017 02.
Article in English | MEDLINE | ID: mdl-28050800

ABSTRACT

Cancer progression is driven by genome instability incurred rearrangements such as transmembrane protease, serine 2 (TMPRSS2)/v-ets erythroblastosis virus E26 oncogene (ERG) that could possibly turn some of the tumor suppressor micro-RNAs into pro-oncogenic ones. Previously, we found dualistic miR-204 effects, acting either as a tumor suppressor or as an oncomiR in ERG fusion-dependent manner. Here, we provided further evidence for an important role of miR-204 for TMPRSS2/ERG and androgen receptor (AR) signaling modulation and fine tuning that prevents TMPRSS2/ERG overexpression in prostate cancer. Based on proximity-based ligation assay, we designed a novel method for detection of TMPRSS2/ERG protein products. We found that miR-204 is TMPRSS2/ERG oncofusion negative regulator, and this was mediated by DNA methylation of TMPRSS2 promoter. Transcriptional factors runt-related transcription factor 2 (RUNX2) and ETS proto-oncogene 1 (ETS1) were positive regulators of TMPRSS2/ERG expression and promoter hypo-methylation. Clustering of patients' sera for fusion protein, transcript expression, and wild-type ERG transcript isoforms, demonstrated not all patients harboring fusion transcripts had fusion protein products, and only few fusion positive ones exhibited increased wild-type ERG transcripts. miR-204 upregulated AR through direct promoter hypo-methylation, potentiated by the presence of ERG fusion and RUNX2 and ETS1. Proteomics studies provided evidence that miR-204 has dualistic role in AR cancer-related reprogramming, promoting prostate cancer-related androgen-responsive genes and AR target genes, as well as AR co-regulatory molecules. miR-204 methylation regulation was supported by changes in molecules responsible for chromatin remodeling, DNA methylation, and its regulation. In summary, miR-204 is a mild regulator of the AR function during the phase of preserved AR sensitivity as the latter one is required for ERG-fusion translocation.


Subject(s)
Gene Expression Regulation, Neoplastic , MicroRNAs/metabolism , Oncogene Proteins, Fusion/metabolism , Prostatic Neoplasms/genetics , Receptors, Androgen/metabolism , Cell Line, Tumor , Core Binding Factor Alpha 1 Subunit/metabolism , DNA Methylation , Gene Rearrangement , Humans , Male , Promoter Regions, Genetic/genetics , Prostatic Neoplasms/metabolism , Proteomics , Proto-Oncogene Mas , Proto-Oncogene Protein c-ets-1/metabolism , Serine Endopeptidases/genetics , Signal Transduction , Transcriptional Regulator ERG/genetics
7.
Free Radic Biol Med ; 103: 95-106, 2017 02.
Article in English | MEDLINE | ID: mdl-28007575

ABSTRACT

Covalent hemoglobin binding to membranes leads to band 3 (AE1) clustering and the removal of erythrocytes from the circulation; it is also implicated in blood storage lesions. Damaged hemoglobin, with the heme being in a redox and oxygen-binding inactive hemichrome form, has been implicated as the binding species. However, previous studies used strong non-physiological oxidants. In vivo hemoglobin is constantly being oxidised to methemoglobin (ferric), with around 1% of hemoglobin being in this form at any one time. In this study we tested the ability of the natural oxidised form of hemoglobin (methemoglobin) in the presence or absence of the physiological oxidant hydrogen peroxide to initiate membrane binding. The higher the oxidation state of hemoglobin (from Fe(III) to Fe(V)) the more binding was observed, with approximately 50% of this binding requiring reactive sulphydryl groups. The hemoglobin bound was in a high molecular weight complex containing spectrin, ankyrin and band 4.2, which are common to one of the cytoskeletal nodes. Unusually, we showed that hemoglobin bound in this way was redox active and capable of ligand binding. It can initiate lipid peroxidation showing the potential to cause cell damage. In vivo oxidative stress studies using extreme endurance exercise challenges showed an increase in hemoglobin membrane binding, especially in older cells with lower levels of antioxidant enzymes. These are then targeted for destruction. We propose a model where mild oxidative stress initiates the binding of redox active hemoglobin to the membrane. The maximum lifetime of the erythrocyte is thus governed by the redox activity of the cell; from the moment of its release into the circulation the timer is set.


Subject(s)
Erythrocyte Membrane/metabolism , Hemoglobins/metabolism , Adult , Carbon Monoxide/metabolism , Erythrocyte Membrane/drug effects , Humans , Hydrogen Peroxide/pharmacology , Kinetics , Lipid Peroxidation , Male , Oxidative Stress , Protein Binding , Running
8.
EBioMedicine ; 8: 150-158, 2016 Jun.
Article in English | MEDLINE | ID: mdl-27428426

ABSTRACT

SCRIB is a polarity regulator known to be abnormally expressed in cancer at the protein level. Here we report that, in breast cancer, an additional and hidden dimension of deregulations exists: an unexpected SCRIB exon usage pattern appears to mark a more malignant tumor phenotype and significantly correlates with survival. Conserved exons encoding the leucine-rich repeats tend to be overexpressed while others are underused. Mechanistic studies revealed that the underused exons encode part of the protein necessary for interaction with Vimentin and Numa1, a protein which is required for proper positioning of the mitotic spindle. Thus, the inclusion/exclusion of specific SCRIB exons is a mechanistic hallmark of breast cancer, which could potentially be exploited to develop more efficient diagnostics and therapies.


Subject(s)
Alternative Splicing , Breast Neoplasms/genetics , Breast Neoplasms/mortality , Exons , Membrane Proteins/genetics , Tumor Suppressor Proteins/genetics , Breast Neoplasms/pathology , Cell Line , Cell Polarity/genetics , Cluster Analysis , Female , Gene Expression , Gene Expression Profiling , HEK293 Cells , Humans , Membrane Proteins/chemistry , Mitosis/genetics , Phenotype , Prognosis , Protein Interaction Domains and Motifs , Tumor Suppressor Proteins/chemistry
9.
Sci Signal ; 9(423): ra38, 2016 Apr 12.
Article in English | MEDLINE | ID: mdl-27072657

ABSTRACT

Gradient-directed cell migration (chemotaxis) and growth (chemotropism) are processes that are essential to the development and life cycles of all species. Cells use surface receptors to sense the shallow chemical gradients that elicit chemotaxis and chemotropism. Slight asymmetries in receptor activation are amplified by downstream signaling systems, which ultimately induce dynamic reorganization of the cytoskeleton. During the mating response of budding yeast, a model chemotropic system, the pheromone receptors on the plasma membrane polarize to the side of the cell closest to the stimulus. Although receptor polarization occurs before and independently of actin cable-dependent delivery of vesicles to the plasma membrane (directed secretion), it requires receptor internalization. Phosphorylation of pheromone receptors by yeast casein kinase 1 or 2 (Yck1/2) stimulates their internalization. We showed that the pheromone-responsive Gßγ dimer promotes the polarization of the pheromone receptor by interacting with Yck1/2 and locally inhibiting receptor phosphorylation. We also found that receptor phosphorylation is essential for chemotropism, independently of its role in inducing receptor internalization. A mathematical model supports the idea that the interaction between Gßγ and Yck1/2 results in differential phosphorylation and internalization of the pheromone receptor and accounts for its polarization before the initiation of directed secretion.


Subject(s)
GTP-Binding Protein beta Subunits/metabolism , GTP-Binding Protein gamma Subunits/metabolism , Receptors, Pheromone/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/metabolism , Adaptor Proteins, Signal Transducing/genetics , Adaptor Proteins, Signal Transducing/metabolism , Algorithms , Casein Kinase I/genetics , Casein Kinase I/metabolism , Cell Membrane/metabolism , Cell Polarity , Chemotaxis , Computer Simulation , GTP-Binding Protein beta Subunits/chemistry , GTP-Binding Protein beta Subunits/genetics , GTP-Binding Protein gamma Subunits/chemistry , GTP-Binding Protein gamma Subunits/genetics , GTPase-Activating Proteins/genetics , GTPase-Activating Proteins/metabolism , Luminescent Proteins/genetics , Luminescent Proteins/metabolism , Microscopy, Confocal , Models, Biological , Pheromones/metabolism , Phosphorylation , Protein Binding , Protein Multimerization , Receptors, Mating Factor/genetics , Receptors, Mating Factor/metabolism , Receptors, Pheromone/genetics , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/growth & development , Saccharomyces cerevisiae Proteins/chemistry , Saccharomyces cerevisiae Proteins/genetics , Signal Transduction , Time-Lapse Imaging/methods
10.
Int J Mol Sci ; 17(2): 209, 2016 Feb 04.
Article in English | MEDLINE | ID: mdl-26861291

ABSTRACT

Neoadjuvant chemoradiation (nCRT) is an established procedure in stage union internationale contre le cancer (UICC) II/III rectal carcinomas. Around 53% of the tumours present with good tumor regression after nCRT, and 8%-15% are complete responders. Reliable selection markers would allow the identification of poor or non-responders prior to therapy. Tumor biopsies were harvested from 20 patients with rectal carcinomas, and stored in liquid nitrogen prior to therapy after obtaining patients' informed consent (Erlangen-No.3784). Patients received standardized nCRT with 5-Fluoruracil (nCRT I) or 5-Fluoruracil ± Oxaliplatin (nCRT II) according to the CAO/ARO/AIO-04 protocol. After surgery, regression grading (Dworak) of the tumors was performed during histopathological examination of the specimens. Tumors were classified as poor (Dworak 1 + 2) or good (Dworak 3 + 4) responders. Laser capture microdissection (LCM) for tumor enrichment was performed on preoperative biopsies. Differences in expressed proteins between poor and good responders to nCRT I and II were identified by proteomic analysis (Isotope Coded Protein Label, ICPL™) and selected markers were validated by immunohistochemistry. Tumors of 10 patients were classified as histopathologically poor (Dworak 1 or 2) and the other 10 tumor samples as histopathologically good (Dworak 3 or 4) responders to nCRT after surgery. Sufficient material in good quality was harvested for ICPL analysis by LCM from all biopsies. We identified 140 differentially regulated proteins regarding the selection criteria and the response to nCRT. Fourteen of these proteins were synchronously up-regulated at least 1.5-fold after nCRT I or nCRT II (e.g., FLNB, TKT, PKM2, SERINB1, IGHG2). Thirty-five proteins showed a complete reciprocal regulation (up or down) after nCRT I or nCRT II and the rest was regulated either according to nCRT I or II. The protein expression of regulated proteins such as PLEC1, TKT, HADHA and TAGLN was validated successfully by immunohistochemistry. ICPL is a valid method to identify differentially expressed proteins in rectal carcinoma tissue between poor vs. good responders to nCRT. The identified protein markers may act as selection criteria for nCRT in the future, but our preliminary findings must be reproduced and validated in a prospective cohort.


Subject(s)
Proteome , Proteomics , Rectal Neoplasms/metabolism , Rectal Neoplasms/mortality , Biomarkers , Biopsy , Chemoradiotherapy , Humans , Immunohistochemistry , Neoadjuvant Therapy , Prognosis , Proteomics/methods , Rectal Neoplasms/diagnosis , Rectal Neoplasms/therapy , Treatment Outcome
11.
Sci Rep ; 6: 18896, 2016 Jan 08.
Article in English | MEDLINE | ID: mdl-26744177

ABSTRACT

Sertoli cells, can function as non-professional tolerogenic antigen-presenting cells, and sustain the blood-testis barrier formed by their tight junctions. The NOD-like receptor family members and the NALP3 inflammasome play a key role in pro-inflammatory innate immunity signalling pathways. Limited data exist on NOD1 and NOD2 expression in human and mouse Sertoli cells. Currently, there is no data on inflammasome expression or function in Sertoli cells. We found that in primary pre-pubertal Sertoli cells and in adult Sertoli line, TLR4\NOD1 and NOD2 crosstalk converged in NFκB activation and elicited a NALP3 activation, leading to de novo synthesis and inflammasome priming. This led to caspase-1 activation and IL-1ß secretion. We demonstrated this process was controlled by mechanisms linked to autophagy. NOD1 promoted pro-IL-1ß restriction and autophagosome maturation arrest, while NOD2 promoted caspase-1 activation, IL-1ß secretion and autophagy maturation. NALP3 modulated NOD1 and pro-IL-1ß expression, while NOD2 inversely promoted IL-1ß. This study is proof of concept that Sertoli cells, upon specific stimulation, could participate in male infertility pathogenesis via inflammatory cytokine induction.


Subject(s)
Inflammasomes/immunology , Interleukin-1beta/genetics , NLR Family, Pyrin Domain-Containing 3 Protein/genetics , Nod1 Signaling Adaptor Protein/genetics , Nod2 Signaling Adaptor Protein/genetics , Sertoli Cells/immunology , Animals , Antigen-Presenting Cells/cytology , Antigen-Presenting Cells/immunology , Autophagy/genetics , Autophagy/immunology , Blood-Testis Barrier/immunology , Caspase 1/genetics , Caspase 1/immunology , Gene Expression Regulation , Immunity, Innate , Inflammasomes/genetics , Interleukin-1beta/immunology , Male , Mice , Mice, Inbred BALB C , NF-kappa B/genetics , NF-kappa B/immunology , NLR Family, Pyrin Domain-Containing 3 Protein/immunology , Nod1 Signaling Adaptor Protein/immunology , Nod2 Signaling Adaptor Protein/immunology , Sertoli Cells/cytology , Signal Transduction , Tight Junctions/immunology , Tight Junctions/metabolism , Toll-Like Receptor 4/genetics , Toll-Like Receptor 4/immunology
12.
Mol Carcinog ; 55(2): 131-47, 2016 Feb.
Article in English | MEDLINE | ID: mdl-25630658

ABSTRACT

During cancer progression, the genome instability incurred rearrangement could possibly turn some of the tumor suppressor micro-RNAs into pro-oncogenic ones. We aimed to investigate miR-204 in the context of prostate cancer progression using a cell line model of different levels of genome instability (LNCaP, PC3, VCaP and NCI H660), as demonstrated by the availability of ERG fusion. We studied the effect of miR-204 modulation on master transcription factors important for lineage development, cell differentiation and prostate cancer bone marrow metastasis. We followed c-MYB, ETS1 and RUNX2 transcript and protein expression and the miR-204 affected global proteome. We further investigated if these transcription factors exert an effect on miR-204 expression (qPCR, luciferase reporter assay) by silencing them using esiRNA. We found dualistic miR-204 effects, either acting as a tumor suppressor on c-MYB, or as an oncomiR on ETS1. RUNX2 and ETS1 regulation by miR-204 was ERG fusion dependent, demonstrating regulatory circuitry disruption in advanced metastatic models. miR-204 also differentially affected mRNA splicing and protein stability. miR-204 levels were found dependent on cancer hypermethylation and supported by positive feedback induced by all three transcription factors. In this regulatory circuitry among miR-204, c-MYB, RUNX2 and ETS1, the c-MYB was found to induce all three other members, but its expression was differentially affected by the methylation status in lymph node vs. bone metastasis. We demonstrate that not only tumor suppressor micro-RNA loss, but also significant genome rearrangement-driven regulatory loop perturbations play a role in the advanced cancer progression, conferring better pro-survival and metastatic potential.


Subject(s)
MicroRNAs/genetics , Prostatic Neoplasms/genetics , Proteome/genetics , Proteome/metabolism , Alternative Splicing , Cell Line, Tumor , Core Binding Factor Alpha 1 Subunit/chemistry , Core Binding Factor Alpha 1 Subunit/genetics , Core Binding Factor Alpha 1 Subunit/metabolism , DNA Methylation , Gene Expression Regulation, Neoplastic , Humans , In Vitro Techniques , Male , Neoplasm Metastasis , Oncogene Proteins, Fusion/genetics , Prostatic Neoplasms/metabolism , Protein Stability , Proteome/chemistry , Proto-Oncogene Protein c-ets-1/chemistry , Proto-Oncogene Protein c-ets-1/genetics , Proto-Oncogene Protein c-ets-1/metabolism , Proto-Oncogene Proteins c-myb/chemistry , Proto-Oncogene Proteins c-myb/genetics , Proto-Oncogene Proteins c-myb/metabolism , Trans-Activators/genetics , Transcriptional Regulator ERG
13.
Environ Microbiol ; 17(10): 4050-62, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26119724

ABSTRACT

Limitation of marine primary production by the availability of nitrogen or phosphorus is common. Emiliania huxleyi, a ubiquitous phytoplankter that plays key roles in primary production, calcium carbonate precipitation and production of dimethyl sulfide, often blooms in mid-latitude at the beginning of summer when inorganic nutrient concentrations are low. To understand physiological mechanisms that allow such blooms, we examined how the proteome of E. huxleyi (strain 1516) responds to N and P limitation. We observed modest changes in much of the proteome despite large physiological changes (e.g. cellular biomass, C, N and P) associated with nutrient limitation of growth rate. Acclimation to nutrient limitation did however involve significant increases in the abundance of transporters for ammonium and nitrate under N limitation and for phosphate under P limitation. More notable were large increases in proteins involved in the acquisition of organic forms of N and P, including urea and amino acid/polyamine transporters and numerous C-N hydrolases under N limitation and a large upregulation of alkaline phosphatase under P limitation. This highly targeted reorganization of the proteome towards scavenging organic forms of macronutrients gives unique insight into the molecular mechanisms that underpin how E. huxleyi has found its niche to bloom in surface waters depleted of inorganic nutrients.


Subject(s)
Acclimatization/physiology , Haptophyta/physiology , Nitrogen/metabolism , Phosphorus/metabolism , Phytoplankton/physiology , Alkaline Phosphatase/biosynthesis , Amino Acids/metabolism , Biomass , Calcium Carbonate/chemistry , Haptophyta/metabolism , Phosphates/metabolism , Phytoplankton/metabolism , Polyamines/metabolism , Proteome/genetics , Proteome/metabolism , Sulfides/metabolism , Urea/metabolism
14.
BMC Bioinformatics ; 15: 274, 2014 Aug 11.
Article in English | MEDLINE | ID: mdl-25113817

ABSTRACT

BACKGROUND: Microarray technology, as well as other functional genomics experiments, allow simultaneous measurements of thousands of genes within each sample. Both the prediction accuracy and interpretability of a classifier could be enhanced by performing the classification based only on selected discriminative genes. We propose a statistical method for selecting genes based on overlapping analysis of expression data across classes. This method results in a novel measure, called proportional overlapping score (POS), of a feature's relevance to a classification task. RESULTS: We apply POS, along-with four widely used gene selection methods, to several benchmark gene expression datasets. The experimental results of classification error rates computed using the Random Forest, k Nearest Neighbor and Support Vector Machine classifiers show that POS achieves a better performance. CONCLUSIONS: A novel gene selection method, POS, is proposed. POS analyzes the expressions overlap across classes taking into account the proportions of overlapping samples. It robustly defines a mask for each gene that allows it to minimize the effect of expression outliers. The constructed masks along-with a novel gene score are exploited to produce the selected subset of genes.


Subject(s)
Gene Expression Profiling/methods , Genomics/methods , Cluster Analysis , Humans , Oligonucleotide Array Sequence Analysis , Support Vector Machine
15.
Int J Cancer ; 135(12): 2878-86, 2014 Dec 15.
Article in English | MEDLINE | ID: mdl-24771638

ABSTRACT

We used high-resolution mass spectrometry to measure the abundance of more than 9,000 proteins in 19 individually dissected colorectal tumors representing lymph node metastatic (n = 10) and nonmetastatic (n = 9) phenotypes. Statistical analysis identified MX1 and several other proteins as overexpressed in lymph node-positive tumors. MX1, IGF1-R and IRF2BP1 showed significantly different expression in immunohistochemical validation (Wilcoxon test p = 0.007 for IGF1-R, p = 0.04 for IRF2BP1 and p = 0.02 for MX1 at the invasion front) in the validation cohort. Knockout of MX1 by siRNA in cell cultures and wound healing assays provided additional evidence for the involvement of this protein in tumor invasion. The collection of identified and quantified proteins to our knowledge is the largest tumor proteome dataset available at the present. The identified proteins can give insights into the mechanisms of lymphatic metastasis in colorectal carcinoma and may act as prognostic markers and therapeutic targets after further prospective validation.


Subject(s)
Biomarkers, Tumor/metabolism , Colorectal Neoplasms/metabolism , Colorectal Neoplasms/pathology , Myxovirus Resistance Proteins/metabolism , Proteome , Carrier Proteins/metabolism , Chromatography, Liquid , Cohort Studies , Humans , Immunohistochemistry , Lymphatic Metastasis , Mass Spectrometry , Neoplasm Invasiveness , Phenotype , Proteomics , RNA, Small Interfering/metabolism , Receptor, IGF Type 1/metabolism , Tandem Mass Spectrometry , Ubiquitin-Protein Ligases
16.
Neoplasia ; 15(6): 660-8, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23730214

ABSTRACT

The γ subunit of the major histocompatibility complex (MHC) class II complex, CD74, is overexpressed in a significant proportion of metastatic breast tumors, but the mechanistic foundation and biologic significance of this phenomenon are not fully understood. Here, we show that when CD74 is overexpressed in human cancer and noncancerous epithelial cells, it interacts and interferes with the function of Scribble, a product of a well-known tumor suppressor gene. Furthermore, using epithelial cell lines expressing CD74 under the control of tetracycline-inducible promoter and quantitative high-resolution mass spectrometry, we demonstrate that, as a result of CD74 overexpression, the phosphorylation pattern of the C-terminal part of Scribble undergoes specific changes. This is accompanied with a translocation of the protein from the sites of cell-to-cell contacts at the plasma membrane to the cytoplasm, which is likely to effectively enhance the motility and invasiveness of the cancer cells.


Subject(s)
Antigens, Differentiation, B-Lymphocyte/metabolism , Breast Neoplasms/metabolism , Epithelial Cells/metabolism , Histocompatibility Antigens Class II/metabolism , Membrane Proteins/metabolism , Tumor Suppressor Proteins/metabolism , Amino Acid Sequence , Antigens, Differentiation, B-Lymphocyte/genetics , Breast Neoplasms/pathology , Cell Line , Cell Line, Tumor , Cell Membrane/metabolism , Cytoplasm/metabolism , Female , Gene Expression Regulation , Gene Knockdown Techniques , Histocompatibility Antigens Class II/genetics , Humans , Membrane Proteins/genetics , Molecular Sequence Data , Phosphorylation , Promoter Regions, Genetic , Tumor Suppressor Proteins/genetics
17.
New Phytol ; 200(1): 61-73, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23750769

ABSTRACT

Optimality principles are often applied in theoretical studies of microalgal ecophysiology to predict changes in allocation of resources to different metabolic pathways, and optimal acclimation is likely to involve changes in the proteome, which typically accounts for > 50% of cellular nitrogen (N). We tested the hypothesis that acclimation of the microalga Emiliania huxleyi CCMP 1516 to suboptimal vs supraoptimal light involves large changes in the proteome as cells rebalance the capacities to absorb light, fix CO2 , perform biosynthesis and resist photooxidative stress. Emiliania huxleyi was grown in nutrient-replete continuous culture at 30 (LL) and 1000 µmol photons m(-2) s(-1) (HL), and changes in the proteome were assessed by LC-MS/MS shotgun proteomics. Changes were most evident in proteins involved in the light reactions of photosynthesis; the relative abundance of photosystem I (PSI) and PSII proteins was 70% greater in LL, light-harvesting fucoxanthin-chlorophyll proteins (Lhcfs) were up to 500% greater in LL and photoprotective LI818 proteins were 300% greater in HL. The marked changes in the abundances of Lhcfs and LI818s, together with the limited plasticity in the bulk of the E. huxleyi proteome, probably reflect evolutionary pressures to provide energy to maintain metabolic capabilities in stochastic light environments encountered by this species in nature.


Subject(s)
Acclimatization , Haptophyta/physiology , Light , Photosynthesis , Photosynthetic Reaction Center Complex Proteins/metabolism , Plant Proteins/metabolism , Stress, Physiological , Chlorophyll/metabolism , Chlorophyll Binding Proteins/metabolism , Haptophyta/metabolism , Photosystem I Protein Complex/metabolism , Photosystem II Protein Complex/metabolism , Proteome/metabolism , Proteomics , Xanthophylls/metabolism
18.
New Phytol ; 200(1): 74-85, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23790241

ABSTRACT

Mechanistic understanding of the costs and benefits of photoacclimation requires knowledge of how photophysiology is affected by changes in the molecular structure of the chloroplast. We tested the hypothesis that changes in the light dependencies of photosynthesis, nonphotochemical quenching and PSII photoinactivation arises from changes in the abundances of chloroplast proteins in Emiliania huxleyi strain CCMP 1516 grown at 30 (Low Light; LL) and 1000 (High Light; HL) µmol photons m(-2) s(-1) photon flux densities. Carbon-specific light-saturated gross photosynthesis rates were not significantly different between cells acclimated to LL and HL. Acclimation to LL benefited cells by increasing biomass-specific light absorption and gross photosynthesis rates under low light, whereas acclimation to HL benefited cells by reducing the rate of photoinactivation of PSII under high light. Differences in the relative abundances of proteins assigned to light-harvesting (Lhcf), photoprotection (LI818-like), and the photosystem II (PSII) core complex accompanied differences in photophysiology: specifically, Lhcf:PSII was greater under LL, whereas LI818:PSII was greater in HL. Thus, photoacclimation in E. huxleyi involved a trade-off amongst the characteristics of light absorption and photoprotection, which could be attributed to changes in the abundance and composition of proteins in the light-harvesting antenna of PSII.


Subject(s)
Acclimatization , Chlorophyll Binding Proteins/metabolism , Haptophyta/physiology , Light , Photosynthesis , Photosystem II Protein Complex/metabolism , Chlorophyll/metabolism , Haptophyta/metabolism , Xanthophylls/metabolism
19.
J Cell Sci ; 126(Pt 14): 2997-3009, 2013 Jul 15.
Article in English | MEDLINE | ID: mdl-23613469

ABSTRACT

Mating yeast cells interpret complex pheromone gradients and polarize their growth in the direction of the closest partner. Chemotropic growth depends on both the pheromone receptor and its associated G-protein. Upon activation by the receptor, Gα dissociates from Gßγ and Gß is subsequently phosphorylated. Free Gßγ signals to the nucleus via a MAPK cascade and recruits Far1-Cdc24 to the incipient growth site. It is not clear how the cell establishes and stabilizes the axis of polarity, but this process is thought to require local signal amplification via the Gßγ-Far1-Cdc24 chemotropic complex, as well as communication between this complex and the activated receptor. Here we show that a mutant form of Gß that cannot be phosphorylated confers defects in directional sensing and chemotropic growth. Our data suggest that phosphorylation of Gß plays a role in localized signal amplification and in the dynamic communication between the receptor and the chemotropic complex, which underlie growth site selection and maintenance.


Subject(s)
Chemotaxis , GTP-Binding Protein alpha Subunits/metabolism , GTP-Binding Protein beta Subunits/metabolism , Saccharomyces cerevisiae/physiology , Aldehyde Oxidoreductases/metabolism , Cell Cycle Proteins/metabolism , Cell Polarity/genetics , Cyclin-Dependent Kinase Inhibitor Proteins/metabolism , GTP-Binding Protein beta Subunits/genetics , Guanine Nucleotide Exchange Factors/metabolism , MAP Kinase Signaling System/genetics , Mutation/genetics , Phosphorylation/genetics , Protein Binding , Receptors, Pheromone/metabolism , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/metabolism
20.
J Proteomics ; 80: 91-106, 2013 Mar 27.
Article in English | MEDLINE | ID: mdl-23313222

ABSTRACT

Metastatic cancer cells form pseudopodia (PD) to facilitate their migration. The proteinase-activated receptor-2 (PAR-2) transduces migratory signals from proteases, and it forms protein complexes with ß-arrestin and other signalling molecules that are enriched in pseudopodia. More generally, however, pseudopodial regulation is poorly understood. Here, we purified the pseudopodial proteomes of breast cancer cells after activation of the endogenous PAR-2 and we combined gel-based approaches with label-free high-resolution mass spectrometry to identify proteins that accumulate at the pseudopodia upon PAR-2-mediated migration. We identified >410 proteins in the cell body and >380 in the pseudopodia upon PAR2 activation, of which 93 were enriched in the pseudopodia. One of the pathways strongly enriched in the PD was the clathrin-mediated endocytosis signalling pathway, highlighting the importance of the scaffolding function of ß-arrestin in PAR-2 signalling via its endocytosis. We therefore immunoprecipitated ß-arrestins, and with mass spectrometry we identified 418 novel putative interactors. These data revealed novel ß-arrestin functions that specifically control PAR-2-regulated signalling in migrating breast cancer cells but also showed that some ß-arrestin functions are universal between GPCRs and cell types. In conclusion, this study reveals novel proteins and signalling pathways potentially important for migration of breast cancer cells.


Subject(s)
Arrestins/metabolism , Breast Neoplasms/pathology , Proteomics/methods , Pseudopodia/metabolism , Receptor, PAR-2/metabolism , Breast Neoplasms/metabolism , Cell Line, Tumor , Cell Movement , Clathrin/metabolism , Computational Biology , Endocytosis , Extracellular Signal-Regulated MAP Kinases/metabolism , Female , Gene Expression Regulation, Neoplastic , HEK293 Cells , HSP70 Heat-Shock Proteins/chemistry , Humans , Immunoprecipitation , MCF-7 Cells , Mass Spectrometry , Nuclear Proteins/metabolism , Nucleophosmin , Proteome , Signal Transduction , beta-Arrestins
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