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1.
Mol Cell Proteomics ; 11(9): 651-68, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22617229

ABSTRACT

Targeted drugs are less toxic than traditional chemotherapeutic therapies; however, the proportion of patients that benefit from these drugs is often smaller. A marker that confidently predicts patient response to a specific therapy would allow an individual therapy selection most likely to benefit the patient. Here, we used quantitative mass spectrometry to globally profile the basal phosphoproteome of a panel of non-small cell lung cancer cell lines. The effect of the kinase inhibitor dasatinib on cellular growth was tested against the same panel. From the phosphoproteome profiles, we identified 58 phosphorylation sites, which consistently differ between sensitive and resistant cell lines. Many of the corresponding proteins are involved in cell adhesion and cytoskeleton organization. We showed that a signature of only 12 phosphorylation sites is sufficient to accurately predict dasatinib sensitivity. Four of the phosphorylation sites belong to integrin ß4, a protein that mediates cell-matrix or cell-cell adhesion. The signature was validated in cross-validation and label switch experiments and in six independently profiled breast cancer cell lines. The study supports that the phosphorylation of integrin ß4, as well as eight further proteins comprising the signature, are candidate biomarkers for predicting response to dasatinib in solid tumors. Furthermore, our results show that identifying predictive phosphorylation signatures from global, quantitative phosphoproteomic data is possible and can open a new path to discovering molecular markers for response prediction.


Subject(s)
Breast Neoplasms/drug therapy , Carcinoma, Non-Small-Cell Lung/drug therapy , Lung Neoplasms/drug therapy , Phosphoproteins/analysis , Pyrimidines/pharmacology , Thiazoles/pharmacology , Biomarkers, Tumor , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Cell Adhesion , Cell Line, Tumor , Cell Proliferation/drug effects , Dasatinib , Drug Resistance, Neoplasm , Female , Gene Expression Profiling , Humans , Integrin beta4/chemistry , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Mass Spectrometry , Phosphorylation , Protein Kinase Inhibitors/pharmacology , Protein-Tyrosine Kinases/antagonists & inhibitors , Proteome/analysis
2.
Plant Physiol ; 146(2): 772-88, 2008 Feb.
Article in English | MEDLINE | ID: mdl-18065559

ABSTRACT

Flagellate green algae have developed a visual system, the eyespot apparatus, which allows the cell to phototax. In a recent proteomic approach, we identified 202 proteins from a fraction enriched in eyespot apparatuses of Chlamydomonas reinhardtii. Among these proteins, five protein kinases and two protein phosphatases were present, indicating that reversible protein phosphorylation occurs in the eyespot. About 20 major phosphoprotein bands were detected in immunoblots of eyespot proteins with an anti-phosphothreonine antibody. Toward the profiling of the targets of protein kinases in the eyespot fraction, we analyzed its phosphoproteome. The solubilized proteins of the eyespot fraction were treated with the endopeptidases LysC and trypsin prior to enrichment of phosphopeptides with immobilized metal-ion affinity chromatography. Phosphopeptides were analyzed by nano-liquid chromatography-electrospray ionization-mass spectrometry (MS) with MS/MS as well as neutral-loss-triggered MS/MS/MS spectra. We were able to identify 68 different phosphopeptides along with 52 precise in vivo phosphorylation sites corresponding to 32 known proteins of the eyespot fraction. Among the identified phosphoproteins are enzymes of carotenoid and fatty acid metabolism, putative signaling components, such as a SOUL heme-binding protein, a Ca(2+)-binding protein, and an unusual protein kinase, but also several proteins with unknown function. Notably, two unique photoreceptors, channelrhodopsin-1 and channelrhodopsin-2, contain three and one phosphorylation sites, respectively. Phosphorylation of both photoreceptors occurs in the cytoplasmatic loop next to their seven transmembrane regions in a similar distance to that observed in vertebrate rhodopsins, implying functional importance for regulation of these directly light-gated ion channels relevant for the photoresponses of C. reinhardtii.


Subject(s)
Chlamydomonas reinhardtii/metabolism , Light , Phosphoproteins/metabolism , Proteome/metabolism , Amino Acid Sequence , Animals , Chlamydomonas reinhardtii/genetics , Gene Expression Regulation , Glycine , Molecular Sequence Data , Phosphoproteins/genetics , Phosphorylation , Protein Structure, Tertiary , Signal Transduction
3.
J Exp Bot ; 58(6): 1381-96, 2007.
Article in English | MEDLINE | ID: mdl-17322551

ABSTRACT

The Hordeum vulgare cDNA clone HvLysMR1 that encodes a putative receptor-like protein kinase was identified by restriction fragment differential display-polymerase chain reaction (PCR) comparing cDNA populations derived from mRNAs of primary leaves stressed with chromium for 48 h with controls. The full-length sequence codes for a protein with 622 amino acids which includes characteristic domains of lysine motif receptor-like kinases: an N-terminal signal peptide, two lysine motifs, a transmembrane region, and a serine/threonine kinase domain at the C-terminal end. The expression of HvLysMR1 is induced during exposure to different heavy metals and its transcript accumulates during leaf senescence. Addition of the calcium ionophore A23187 induces HvLysMR1 expression, indicating the involvement of Ca2+ in the regulation of HvLysMR1. In vitro phosphorylation of HvLysMR1 was analysed with [32P]ATP. Using the overexpressed and purified HvLysMR1-kinase domain, the phosphorylation of HvLysMR1 could be confirmed by nano-liquid chromatography-electrospray ionization-mass spectrometry (LC-ESI-MS) with neutral loss-triggered MS-MS-MS spectra at amino acids localized at the juxtamembrane region. The involvement of HvLysMR1 during heavy metal stress and leaf senescence is discussed.


Subject(s)
Hordeum/physiology , Metals, Heavy/toxicity , Plant Leaves/enzymology , Protein Kinases/genetics , Protein Serine-Threonine Kinases/genetics , Receptors, Cell Surface/genetics , Aging , Calcimycin/pharmacology , Calcium/pharmacology , Chlorophyll/metabolism , Cloning, Molecular , DNA, Complementary/genetics , Enzyme Induction/drug effects , Hordeum/drug effects , Hordeum/enzymology , Photosystem I Protein Complex/metabolism , Plant Leaves/drug effects , Plant Leaves/growth & development , Plant Proteins/biosynthesis , Plant Proteins/genetics , Plant Proteins/metabolism , Protein Kinases/biosynthesis , Protein Serine-Threonine Kinases/biosynthesis , Receptors, Cell Surface/biosynthesis , Signal Transduction
4.
Plant Cell ; 18(8): 1908-30, 2006 Aug.
Article in English | MEDLINE | ID: mdl-16798888

ABSTRACT

Flagellate green algae have developed a visual system, the eyespot apparatus, which allows the cell to phototax. To further understand the molecular organization of the eyespot apparatus and the phototactic movement that is controlled by light and the circadian clock, a detailed understanding of all components of the eyespot apparatus is needed. We developed a procedure to purify the eyespot apparatus from the green model alga Chlamydomonas reinhardtii. Its proteomic analysis resulted in the identification of 202 different proteins with at least two different peptides (984 in total). These data provide new insights into structural components of the eyespot apparatus, photoreceptors, retina(l)-related proteins, members of putative signaling pathways for phototaxis and chemotaxis, and metabolic pathways within an algal visual system. In addition, we have performed a functional analysis of one of the identified putative components of the phototactic signaling pathway, casein kinase 1 (CK1). CK1 is also present in the flagella and thus is a promising candidate for controlling behavioral responses to light. We demonstrate that silencing CK1 by RNA interference reduces its level in both flagella and eyespot. In addition, we show that silencing of CK1 results in severe disturbances in hatching, flagellum formation, and circadian control of phototaxis.


Subject(s)
Algal Proteins/physiology , Chlamydomonas reinhardtii/physiology , Algal Proteins/analysis , Algal Proteins/metabolism , Animals , Calcium/metabolism , Calcium-Binding Proteins/analysis , Casein Kinase I/analysis , Casein Kinase I/metabolism , Casein Kinase I/physiology , Chlamydomonas reinhardtii/cytology , Chlamydomonas reinhardtii/metabolism , Circadian Rhythm , Flagella/metabolism , Flagella/physiology , Light , Movement/physiology , Phosphoric Monoester Hydrolases/analysis , Phosphotransferases/analysis , Proteomics , RNA Interference , Signal Transduction
5.
Eukaryot Cell ; 5(3): 457-68, 2006 Mar.
Article in English | MEDLINE | ID: mdl-16524901

ABSTRACT

The unicellular flagellated green alga Chlamydomonas reinhardtii has emerged as a model organism for the study of a variety of cellular processes. Posttranslational control via protein phosphorylation plays a key role in signal transduction, regulation of gene expression, and control of metabolism. Thus, analysis of the phosphoproteome of C. reinhardtii can significantly enhance our understanding of various regulatory pathways. In this study, we have grown C. reinhardtii cultures in the presence of an inhibitor of Ser/Thr phosphatases to increase the phosphoprotein pool. Phosphopeptides from these cells were enriched by immobilized metal-ion affinity chromatography and analyzed by nano-liquid chromatography-electrospray ionization-mass spectrometry (MS) with MS-MS as well as neutral-loss-triggered MS-MS-MS spectra. In this way, we were able to identify 360 phosphopeptides from 328 different phosphoproteins of C. reinhardtii, thus providing new insights into a variety of cellular processes, including metabolic and signaling pathways. Comparative analysis of the phosphoproteome also yielded new functional information on proteins controlled by redox regulation (thioredoxin target proteins) and proteins of the chloroplast 70S ribosome, the centriole, and especially the flagella, for which 32 phosphoproteins were identified. The high yield of phosphoproteins of the latter correlates well with the presence of several flagellar kinases and indicates that phosphorylation/dephosphorylation represents one of the key regulatory mechanisms of eukaryotic cilia. Our data also provide new insights into certain cilium-related mammalian diseases.


Subject(s)
Chlamydomonas reinhardtii/chemistry , Chlamydomonas reinhardtii/metabolism , Phosphoproteins/analysis , Proteome/analysis , Animals , Chlamydomonas reinhardtii/genetics , Chlamydomonas reinhardtii/growth & development , Chromatography, Affinity , Mass Spectrometry , Phosphoproteins/chemistry , Phosphoproteins/genetics , Phosphoproteins/isolation & purification , Phosphorylation , Signal Transduction , Spectrometry, Mass, Electrospray Ionization
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