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1.
J Proteome Res ; 23(8): 3353-3366, 2024 Aug 02.
Artículo en Inglés | MEDLINE | ID: mdl-39016325

RESUMEN

Ion mobility mass spectrometry has become popular in proteomics lately, in particular because the Bruker timsTOF instruments have found significant adoption in proteomics facilities. The Bruker's implementation of the ion mobility dimension generates massive amounts of mass spectrometric data that require carefully designed software both to extract meaningful information and to perform processing tasks at reasonable speed. In a historical move, the Bruker company decided to harness the skills of the scientific software development community by releasing to the public the timsTOF data file format specification. As a proteomics facility that has been developing Free Open Source Software (FOSS) solutions since decades, we took advantage of this opportunity to implement the very first FOSS proteomics complete solution to natively read the timsTOF data, low-level process them, and explore them in an integrated quantitative proteomics software environment. We dubbed our software i2MassChroQ because it implements a (peptide)identification-(protein)inference-mass-chromatogram-quantification processing workflow. The software benchmarking results reported in this paper show that i2MassChroQ performed better than competing software on two critical characteristics: (1) feature extraction capability and (2) protein quantitative dynamic range. Altogether, i2MassChroQ yielded better quantified protein numbers, both in a technical replicate MS runs setting and in a differential protein abundance analysis setting.


Asunto(s)
Proteómica , Programas Informáticos , Proteómica/métodos , Espectrometría de Masas/métodos
2.
Plant J ; 107(5): 1478-1489, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-34174129

RESUMEN

Phosphoglycerate mutases (PGAMs) catalyse the reversible isomerisation of 3-phosphoglycerate and 2-phosphoglycerate, a step of glycolysis. PGAMs can be sub-divided into 2,3-bisphosphoglycerate-dependent (dPGAM) and -independent (iPGAM) enzymes. In plants, phosphoglycerate isomerisation is carried out by cytosolic iPGAM. Despite its crucial role in catabolism, little is known about post-translational modifications of plant iPGAM. In Arabidopsis thaliana, phosphoproteomics analyses have previously identified an iPGAM phosphopeptide where serine 82 is phosphorylated. Here, we show that this phosphopeptide is less abundant in dark-adapted compared to illuminated Arabidopsis leaves. In silico comparison of iPGAM protein sequences and 3D structural modelling of AtiPGAM2 based on non-plant iPGAM enzymes suggest a role for phosphorylated serine in the catalytic reaction mechanism. This is confirmed by the activity (or the lack thereof) of mutated recombinant Arabidopsis iPGAM2 forms, affected in different steps of the reaction mechanism. We thus propose that the occurrence of the S82-phosphopeptide reflects iPGAM2 steady-state catalysis. Based on this assumption, the metabolic consequences of a higher iPGAM activity in illuminated versus darkened leaves are discussed.


Asunto(s)
Arabidopsis/enzimología , Fosfoglicerato Mutasa/metabolismo , Arabidopsis/genética , Proteínas de Arabidopsis/genética , Proteínas de Arabidopsis/metabolismo , Ácidos Glicéricos/metabolismo , Glucólisis , Modelos Estructurales , Fosfoglicerato Mutasa/genética , Fosforilación , Hojas de la Planta/enzimología , Hojas de la Planta/genética , Proteínas Recombinantes , Serina/metabolismo
3.
Int J Mol Sci ; 23(16)2022 Aug 19.
Artículo en Inglés | MEDLINE | ID: mdl-36012613

RESUMEN

In Arabidopsis thaliana, the breaking of seed dormancy in wild type (Col-0) by ethylene at 100 µL L-1 required at least 30 h application. A mutant of the proteolytic N-degron pathway, lacking the E3 ligase PROTEOLYSIS 6 (PRT6), was investigated for its role in ethylene-triggered changes in proteomes during seed germination. Label-free quantitative proteomics was carried out on dormant wild type Col-0 and prt6 seeds treated with (+) or without (-) ethylene. After 16 h, 1737 proteins were identified, but none was significantly different in protein levels in response to ethylene. After longer ethylene treatment (30 h), 2552 proteins were identified, and 619 Differentially Expressed Proteins (DEPs) had significant differences in protein abundances between ethylene treatments and genotypes. In Col, 587 DEPs were enriched for those involved in signal perception and transduction, reserve mobilization and new material generation, which potentially contributed to seed germination. DEPs up-regulated by ethylene in Col included S-adenosylmethionine synthase 1, methionine adenosyltransferase 3 and ACC oxidase involved in ethylene synthesis and of Pyrabactin Resistance1 acting as an ABA receptor, while DEPs down-regulated by ethylene in Col included aldehyde oxidase 4 involved in ABA synthesis. In contrast, in prt6 seeds, ethylene did not result in strong proteomic changes with only 30 DEPs. Taken together, the present work demonstrates that the proteolytic N-degron pathway is essential for ethylene-mediated reprogramming of seed proteomes during germination.


Asunto(s)
Proteínas de Arabidopsis , Arabidopsis , Ácido Abscísico/metabolismo , Ácido Abscísico/farmacología , Arabidopsis/genética , Arabidopsis/metabolismo , Proteínas de Arabidopsis/genética , Proteínas de Arabidopsis/metabolismo , Etilenos/metabolismo , Etilenos/farmacología , Regulación de la Expresión Génica de las Plantas , Germinación/fisiología , Latencia en las Plantas , Proteolisis , Proteoma/metabolismo , Proteómica , Semillas/metabolismo , Ubiquitina-Proteína Ligasas/metabolismo
4.
Int J Mol Sci ; 23(13)2022 Jun 24.
Artículo en Inglés | MEDLINE | ID: mdl-35806063

RESUMEN

Seed germination is critical for early plantlet development and is tightly controlled by environmental factors. Nevertheless, the signaling networks underlying germination control remain elusive. In this study, the remodeling of Arabidopsis seed phosphoproteome during imbibition was investigated using stable isotope dimethyl labeling and nanoLC-MS/MS analysis. Freshly harvested seeds were imbibed under dark or constant light to restrict or promote germination, respectively. For each light regime, phosphoproteins were extracted and identified from dry and imbibed (6 h, 16 h, and 24 h) seeds. A large repertoire of 10,244 phosphopeptides from 2546 phosphoproteins, including 110 protein kinases and key regulators of seed germination such as Delay Of Germination 1 (DOG1), was established. Most phosphoproteins were only identified in dry seeds. Early imbibition led to a similar massive downregulation in dormant and non-dormant seeds. After 24 h, 411 phosphoproteins were specifically identified in non-dormant seeds. Gene ontology analyses revealed their involvement in RNA and protein metabolism, transport, and signaling. In addition, 489 phosphopeptides were quantified, and 234 exhibited up or downregulation during imbibition. Interaction networks and motif analyses revealed their association with potential signaling modules involved in germination control. Our study provides evidence of a major role of phosphosignaling in the regulation of Arabidopsis seed germination.


Asunto(s)
Proteínas de Arabidopsis , Arabidopsis , Ácido Abscísico/metabolismo , Arabidopsis/metabolismo , Proteínas de Arabidopsis/genética , Proteínas de Arabidopsis/metabolismo , Regulación de la Expresión Génica de las Plantas , Germinación/fisiología , Fosfopéptidos/metabolismo , Fosfoproteínas/genética , Fosfoproteínas/metabolismo , Fosforilación , Latencia en las Plantas/genética , Semillas/genética , Espectrometría de Masas en Tándem
5.
Plant Cell Environ ; 44(5): 1565-1579, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33527435

RESUMEN

Potassium (K) deficiency is a rather common situation that impacts negatively on biomass, photosynthesis and N assimilation, making K fertilization often unavoidable. Effects of K deficiency have been investigated for several decades and recently progress has been made in identifying metabolomics signatures thereby offering potential to monitor the K status of crops in the field. However, effects of low K conditions could also be due to the antagonism with other nutrients like calcium (Ca) and the well-known biomarker of K deficiency, putrescine, could be a response to Ca/K imbalance rather than K deficiency per se. To sort this out, we carried out experiments in sunflower grown at either low or high K, at high or low Ca, with or without putrescine added to the nutrient solution. Using metabolomics and proteomics analysis, we show that a significant part of the low K response, such as lower photosynthesis and N assimilation, is due to calcium and can be suppressed by low Ca conditions. Putrescine addition tends to restore photosynthesis and N assimilation but unlike low Ca does not suppress but aggravates the impact of low K conditions on catabolism, including the typical fall-over in pyruvate kinase. We conclude that (a) the effects of K deficiency on key metabolic processes can be partly alleviated by the use of low Ca and not only by K fertilization and (b) in addition to its role as a metabolite, putrescine participates in acclimation to low K via the regulation of the content in enzymes involved in carbon primary metabolism.


Asunto(s)
Calcio/metabolismo , Helianthus/metabolismo , Potasio/metabolismo , Putrescina/metabolismo , Biomarcadores/metabolismo , Helianthus/fisiología , Metabolómica , Nitrógeno/metabolismo , Hojas de la Planta/metabolismo , Raíces de Plantas/metabolismo , Proteoma/metabolismo
6.
New Phytol ; 223(1): 310-322, 2019 07.
Artículo en Inglés | MEDLINE | ID: mdl-30767245

RESUMEN

Oil palm is by far the major oil-producing crop on the global scale, with c. 62 Mt oil produced each year. This species is a strong potassium (K)-demanding species cultivated in regions where soil K availability is generally low and waterlogging due to tropical heavy rains can limit further nutrient absorption. However, the metabolic effects of K and waterlogging have never been assessed precisely. Here, we examined the metabolic response of oil palm saplings in the glasshouse under controlled conditions (nutrient composition with low or high K availability, with or without waterlogging), using gas exchange, metabolomics and proteomics analyses. Our results showed that both low K and waterlogging have a detrimental effect on photosynthesis but stimulate leaf respiration, with differential accumulation of typical metabolic intermediates and enzymes of Krebs cycle and alternative catabolic pathways. In addition, we found a strong relationship between metabolic composition, the rate of leaf dark respiration, and cumulated respiratory loss. Advert environmental conditions (here, low K and waterlogging) therefore have an enormous effect on respiration in oil palm. Leaf metabolome and proteome appear to be good predictors of carbon balance, and open avenues for cultivation biomonitoring using functional genomics technologies.


Asunto(s)
Arecaceae/metabolismo , Carbono/metabolismo , Potasio/farmacología , Agua , Arecaceae/efectos de los fármacos , Biomasa , Respiración de la Célula/efectos de los fármacos , Oscuridad , Metaboloma/efectos de los fármacos , Metabolómica , Fotosíntesis/efectos de los fármacos , Hojas de la Planta/efectos de los fármacos , Hojas de la Planta/metabolismo , Proteínas de Plantas/metabolismo , Proteoma/metabolismo
7.
Plant J ; 91(5): 894-910, 2017 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-28628250

RESUMEN

Wheat grain storage proteins (GSPs) make up most of the protein content of grain and determine flour end-use value. The synthesis and accumulation of GSPs depend highly on nitrogen (N) and sulfur (S) availability and it is important to understand the underlying control mechanisms. Here we studied how the einkorn (Triticum monococcum ssp. monococcum) grain proteome responds to different amounts of N and S supply during grain development. GSP composition at grain maturity was clearly impacted by nutrition treatments, due to early changes in the rate of GSP accumulation during grain filling. Large-scale analysis of the nuclear and albumin-globulin subproteomes during this key developmental phase revealed that the abundance of 203 proteins was significantly modified by the nutrition treatments. Our results showed that the grain proteome was highly affected by perturbation in the N:S balance. S supply strongly increased the rate of accumulation of S-rich α/ß-gliadin and γ-gliadin, and the abundance of several other proteins involved in glutathione metabolism. Post-anthesis N supply resulted in the activation of amino acid metabolism at the expense of carbohydrate metabolism and the activation of transport processes including nucleocytoplasmic transit. Protein accumulation networks were analyzed. Several central actors in the response were identified whose variation in abundance was related to variation in the amounts of many other proteins and are thus potentially important for GSP accumulation. This detailed analysis of grain subproteomes provides information on how wheat GSP composition can possibly be controlled in low-level fertilization condition.


Asunto(s)
Nitrógeno/metabolismo , Proteínas de Plantas/metabolismo , Proteoma , Azufre/metabolismo , Triticum/metabolismo , Diploidia , Grano Comestible/metabolismo , Gliadina
8.
Plant Cell Physiol ; 57(7): 1544-1556, 2016 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-27903807

RESUMEN

Considerable efforts are currently devoted to understanding the regulation of primary carbon metabolism in plant leaves, which is known to change dramatically with environmental conditions, e.g. during light/dark transitions. Protein phosphorylation is believed to be a key factor in such a metabolic control. In fact, some studies have suggested modifications in the phosphorylation status of key enzymes in the dark compared with the light, or when photosynthesis varies. However, a general view of the phosphoproteome and reciprocal alterations in both the phosphoproteome and metabolome under a wide spectrum of CO2 and O2 conditions so as to vary both gross photosynthesis and photorespiration is currently lacking. Here, we used an instant sampling system and strictly controlled gaseous conditions to examine short-term metabolome and phosphoproteome changes in Arabidopsis rosettes. We show that light/dark, CO2 and O2 mole fraction have differential effects on enzyme phosphorylation. Phosphorylation events that appear to be the most important to regulate metabolite contents when photosynthesis varies are those associated with sugar and pyruvate metabolism: sucrose and starch synthesis are major phosphorylation-controlled steps but pyruvate utilization (by phosphoenolpyruvate carboxylase and pyruvate dehydrogenase) and pyruvate reformation (by pyruvate orthophosphate dikinase) are also subjected to phosphorylation control. Our results thus show that the phosphoproteome response to light/dark transition and gaseous conditions (CO2, O2) contributes to the rapid adjustment of major pathways of primary C metabolism.


Asunto(s)
Arabidopsis/metabolismo , Dióxido de Carbono/farmacología , Metaboloma/efectos de los fármacos , Oxígeno/farmacología , Fosfoproteínas/metabolismo , Hojas de la Planta/metabolismo , Proteoma/metabolismo , Arabidopsis/efectos de los fármacos , Carbono/metabolismo , Análisis Multivariante , Nitrógeno/metabolismo , Fosfopéptidos/metabolismo , Fotosíntesis/efectos de los fármacos , Hojas de la Planta/efectos de los fármacos , Proteómica
9.
J Proteome Res ; 14(10): 4432-9, 2015 Oct 02.
Artículo en Inglés | MEDLINE | ID: mdl-26228564

RESUMEN

The nuclear proteome of the grain of the two cultivated wheat species Triticum aestivum (hexaploid wheat; genomes A, B, and D) and T. monococcum (diploid wheat; genome A) was analyzed in two early stages of development using shotgun-based proteomics. A procedure was optimized to purify nuclei, and an improved protein sample preparation was developed to efficiently remove nonprotein substances (starch and nucleic acids). A total of 797 proteins corresponding to 528 unique proteins were identified, 36% of which were classified in functional groups related to DNA and RNA metabolism. A large number (107 proteins) of unknown functions and hypothetical proteins were also found. Some identified proteins may be multifunctional and may present multiple localizations. On the basis of the MS/MS analysis, 368 proteins were present in the two species, and in two stages of development, some qualitative differences between species and stages of development were also found. All of these data illustrate the dynamic function of the grain nucleus in the early stages of development.


Asunto(s)
Grano Comestible/química , Genoma de Planta , Proteínas Nucleares/aislamiento & purificación , Proteínas de Plantas/aislamiento & purificación , Proteoma/aislamiento & purificación , Triticum/genética , Núcleo Celular/química , Núcleo Celular/genética , Núcleo Celular/metabolismo , Cromatografía Liquida , Regulación del Desarrollo de la Expresión Génica , Regulación de la Expresión Génica de las Plantas , Espectrometría de Masas , Redes y Vías Metabólicas/genética , Anotación de Secuencia Molecular , Proteoma/genética , Proteoma/metabolismo , Proteómica , Especificidad de la Especie , Triticum/clasificación , Triticum/crecimiento & desarrollo , Triticum/metabolismo
10.
Proteomics ; 14(13-14): 1639-45, 2014 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-24825570

RESUMEN

This study describes the gel-free phosphoproteomic analysis of the phytopathogenic fungi Alternaria brassicicola and Botrytis cinerea grown in vitro under nonlimiting conditions. Using a combination of strong cation exchange and IMAC prior to LC-MS, we identified over 1350 phosphopeptides per fungus representing over 800 phosphoproteins. The preferred phosphorylation sites were found on serine (>80%) and threonine (>15%), whereas phosphorylated tyrosine residues were found at less than 1% in A. brassicicola and at a slightly higher ratio in B. cinerea (1.5%). Biological processes represented principally among the phoshoproteins were those involved in response and transduction of stimuli as well as in regulation of cellular and metabolic processes. Most known elements of signal transduction were found in the datasets of both fungi. This study also revealed unexpected phosphorylation sites in histidine kinases, a category overrepresented in filamentous ascomycetes compared to yeast. The data have been deposited to the ProteomeXchange database with identifier PXD000817 (http://proteomecentral.proteomexchange.org/dataset/PXD000817).


Asunto(s)
Alternaria/crecimiento & desarrollo , Botrytis/crecimiento & desarrollo , Proteínas Fúngicas/metabolismo , Fosfoproteínas/metabolismo , Alternaria/química , Alternaria/metabolismo , Secuencia de Aminoácidos , Cultivo Axénico , Botrytis/química , Botrytis/metabolismo , Proteínas Fúngicas/química , Espectrometría de Masas , Datos de Secuencia Molecular , Fosfoproteínas/química , Proteómica , Transducción de Señal
11.
J Exp Bot ; 65(17): 4997-5010, 2014 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-25039072

RESUMEN

Cellulose is one of the most important organic compounds in terrestrial ecosystems and represents a major plant structural polymer. However, knowledge of the regulation of cellulose biosynthesis is still rather limited. Recent studies have shown that the phosphorylation of cellulose synthases (CESAs) may represent a key regulatory event in cellulose production. However, the impact of environmental conditions on the carbon flux of cellulose deposition and on phosphorylation levels of CESAs has not been fully elucidated. Here, we took advantage of gas exchange measurements, isotopic techniques, metabolomics, and quantitative phosphoproteomics to investigate the regulation of cellulose production in Arabidopsis rosette leaves in different photosynthetic contexts (different CO2 mole fractions) or upon light/dark transition. We show that the carbon flux to cellulose production increased with photosynthesis, but not proportionally. The phosphorylation level of several phosphopeptides associated with CESA1 and 3, and several enzymes of sugar metabolism was higher in the light and/or increased with photosynthesis. By contrast, a phosphopeptide (Ser126) associated with CESA5 seemed to be more phosphorylated in the dark. Our data suggest that photosynthetic activity affects cellulose deposition through the control of both sucrose metabolism and cellulose synthesis complexes themselves by protein phosphorylation.


Asunto(s)
Proteínas de Arabidopsis/metabolismo , Arabidopsis/metabolismo , Celulosa/metabolismo , Fotosíntesis , Celulosa/biosíntesis , Fosforilación , Hojas de la Planta/metabolismo
12.
Plant Sci ; 314: 111121, 2022 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-34895550

RESUMEN

Calcium signaling mediates most developmental processes and stress responses in plants. Among plant calcium sensors, the calcium-dependent protein kinases display a unique structure harboring both calcium sensing and kinase responding activities. AtCPK5 is an essential member of this family in Arabidopsis that regulates immunity and abiotic stress tolerance. To understand the underlying molecular mechanisms, we implemented a biochemical approach to identify in vivo substrates of AtCPK5. We generated transgenic lines expressing a constitutively active form of AtCPK5 under the control of a dexamethasone-inducible promoter. Lines expressing a kinase-dead version were used as a negative control. By comparing the phosphoproteome of the kinase-active and kinase-dead lines upon dexamethasone treatment, we identified 5 phosphopeptides whose abundance increased specifically in the kinase-active lines. Importantly, we showed that all 5 proteins were phosphorylated in vitro by AtCPK5 in a calcium-dependent manner, suggesting that they are direct targets of AtCPK5. We also detected several interaction patterns between the kinase and the candidates in the cytosol, membranes or nucleus, consistent with the ubiquitous localization of AtCPK5. Finally, we further validated the two phosphosites S245 and S280 targeted by AtCPK5 in the E3 ubiquitin ligase ATL31. Altogether, those results open new perspectives to decipher AtCPK5 biological functions.


Asunto(s)
Arabidopsis/genética , Proteínas Quinasas/genética , Proteínas Quinasas/metabolismo , Arabidopsis/metabolismo , Regulación de la Expresión Génica de las Plantas , Genes de Plantas
13.
J Proteomics ; 212: 103580, 2020 02 10.
Artículo en Inglés | MEDLINE | ID: mdl-31733416

RESUMEN

Signal transduction (ST) is essential for rapid adaptive responses to changing environmental conditions. It acts through rapid post-translational modifications of signalling proteins and downstream effectors that regulate the activity and/or subcellular localisation of target proteins, or the expression of downstream genes. We have performed a quantitative, comparative proteomics study of ST mutants in the phytopathogenic fungus Botrytis cinerea during axenic growth under non-stressed conditions to decipher the roles of two kinases of the hyper-osmolarity pathway in B. cinerea physiology. We studied the mutants of the sensor histidine kinase Bos1 and of the MAP kinase Sak1. Label-free shotgun proteomics detected 2425 proteins, 628 differentially abundant between mutants and wild-type, 270 common to both mutants, indicating independent and shared regulatory functions for both kinases. Gene ontology analysis showed significant changes in functional categories that may explain in vitro growth and virulence defects of both mutants (secondary metabolism enzymes, lytic enzymes, proteins linked to osmotic, oxidative and cell wall stress). The proteome data also highlight a new link between Sak1 MAPK, cAMP and Ca2+ signalling. This study reveals the potential of proteomic analyses of signal transduction mutants to decipher their biological functions. TEXT-VULGARISATION: The fungus Botrytis cinerea is responsible for grey mold disease of hundreds of plant species. During infection, the fungus has to face important changes of its environment. Adaptation to these changing environmental conditions involves proteins of such called signal transduction pathways that regulate the production, activity or localisation of cellular components, mainly proteins. While the components of such signal transduction pathways are well known, their role globally understood, the precise impact on protein production remains unknown. In this study we have analysed and compared the global protein content of two Botrytis cinerea signal transduction mutants - both avirulent - to the pathogenic parental strain. The data of 628 differential proteins between mutants and wild-type, showed significant changes in proteins related to plant infection (secondary metabolism enzymes, lytic enzymes, proteins linked to osmotic, oxidative and cell wall stress) that may explain the virulence defects of both mutants. Moreover, we observed intracellular accumulation of secreted proteins in one of the mutants suggesting a potential secretion defect.


Asunto(s)
Botrytis/genética , Botrytis/metabolismo , Señalización del Calcio , AMP Cíclico/metabolismo , Proteínas Fúngicas/metabolismo , Enfermedades de las Plantas/microbiología , Mutación , Presión Osmótica , Proteoma/metabolismo , Proteómica/métodos , Transducción de Señal
14.
Plant Sci ; 291: 110352, 2020 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-31928674

RESUMEN

Leaf protein synthesis is an essential process at the heart of plant nitrogen (N) homeostasis and turnover that preferentially takes place in the light, that is, when N and CO2 fixation occur. The carbon allocation to protein synthesis in illuminated leaves generally accounts for ca. 1 % of net photosynthesis. It is likely that protein synthesis activity varies with photosynthetic conditions (CO2/O2 atmosphere composition) since changes in photorespiration and carbon provision should in principle impact on amino acid supply as well as metabolic regulation via leaf sugar content. However, possible changes in protein synthesis and translation activity when gaseous conditions vary are virtually unknown. Here, we address this question using metabolomics, isotopic techniques, phosphoproteomics and polysome quantitation, under different photosynthetic conditions that were varied with atmospheric CO2 and O2 mole fraction, using illuminated Arabidopsis rosettes under controlled gas exchange conditions. We show that carbon allocation to proteins is within 1-2.5 % of net photosynthesis, increases with photosynthesis rate and is unrelated to total amino acid content. In addition, photosynthesis correlates to polysome abundance and phosphorylation of ribosomal proteins and translation initiation factors. Our results demonstrate that translation activity follows photosynthetic activity, showing the considerable impact of metabolism (carboxylation-oxygenation balance) on protein synthesis.


Asunto(s)
Arabidopsis/metabolismo , Iniciación de la Cadena Peptídica Traduccional , Fotosíntesis , Proteínas de Plantas/biosíntesis , Biosíntesis de Proteínas
15.
Front Plant Sci ; 10: 832, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31333693

RESUMEN

Albumins and globulins (AGs) of wheat endosperm represent about 20% of total grain proteins. Some of these physiologically active proteins can influence the synthesis of storage proteins (SPs) (gliadins and glutenins) and consequently, rheological properties of wheat flour and processing. To identify such AGs, data, (published by Bonnot et al., 2017) concerning abundance in 352 AGs and in the different seed SPs during grain filling and in response to different nitrogen (N) and sulfur (S) supply, were integrated with mixOmics R package. Relationships between AGs and SPs were first unraveled using the unsupervised method sparse Partial Least Square, also known as Projection to Latent Structure (sPLS). Then, data were integrated using a supervised approach taking into account the nutrition and the grain developmental stage. We used the block.splda procedure also referred to as DIABLO (Data Integration Analysis for Biomarker discovery using Latent variable approaches for Omics studies). These approaches led to the identification of discriminant and highly correlated features from the two datasets (AGs and SPs) which are not necessarily differentially expressed during seed development or in response to N or S supply. Eighteen AGs were correlated with the quantity of SPs per grain. A statistical validation of these proteins by genetic association analysis confirmed that 5 out of this AG set were robust candidate proteins able to modulate the seed SP synthesis. In conclusion, this latter result confirmed that the integrative strategy is an adequate way to reduce the number of potentially relevant AGs for further functional validation.

16.
BMC Genomics ; 8: 56, 2007 Feb 21.
Artículo en Inglés | MEDLINE | ID: mdl-17313678

RESUMEN

BACKGROUND: Allopolyploidy is a preeminent process in plant evolution that results from the merger of distinct genomes in a common nucleus via inter-specific hybridization. Allopolyploid formation is usually related to genome-wide structural and functional changes though the underlying mechanisms operating during this "genomic shock" still remain poorly known. The aim of the present study was to investigate the modifications occurring at the proteomic level following an allopolyploidization event and to determine whether these changes are related to functional properties of the proteins. In a previous report, we applied comparative proteomics to synthetic amphiploids of Brassica napus and to its diploid progenitors B. rapa and B. oleracea. Although several hundred polypeptides displayed additivity (i.e. mid-parent values) in the amphiploids, many of them showed non-additivity. Here, we report the in silico functional characterization of the "non-additive" proteins (the ones with a non-additive pattern of regulation) in synthetic B. napus. RESULTS: The complete set of non-additive proteins (335 in the stem and 205 in the root), as well as a subset of additive polypeptides (200 per organ), was identified by mass spectrometry. Several protein isoforms were found, and most of them (approximately 55%) displayed "different" or "opposite" patterns of regulation in the amphiploids, i.e. isoforms of the same protein showing both up-regulation and down-regulation in the synthetic B. napus compared to the mid-parent value. Components of protein complexes were identified of which approximately 50% also displayed "different" or "opposite" patterns of regulation in the allotetraploids. In silico functional categorization of the identified proteins was carried out, and showed that neither functional category nor metabolic pathway were systematically affected by non-additivity in the synthetic amphiploids. In addition, no subcellular compartment was found to be over- or under-represented among the proteins displaying non-additive values in the allopolyploids. CONCLUSION: Protein identification showed that functionally related polypeptides (isoforms and complex subunits) could be differentially regulated in synthetic B. napus in comparison to its diploid progenitors while such proteins are usually expected to display co-regulation. The genetic redundancy within an allopolyploid could explain why functionally related proteins could display imbalanced levels of expression. No functional category, no metabolic pathway and no subcellular localization was found to be over- or under-represented within non-additive polypeptides, suggesting that the differential regulation of gene products was not related to functional properties of the proteins. Thus, at the protein level, there is no evidence for the "genomic shock" expected in neo-polyploids and the overall topology of protein networks and metabolic pathways is conserved in synthetic allotetraploids of B. napus in comparison to its diploid progenitors B. rapa and B. oleracea.


Asunto(s)
Brassica napus/metabolismo , Diploidia , Poliploidía , Proteómica/métodos , Brassica napus/genética , Electroforesis en Gel Bidimensional , Regulación de la Expresión Génica de las Plantas , Genómica/métodos , Espectrometría de Masas/métodos , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Raíces de Plantas/genética , Raíces de Plantas/metabolismo , Tallos de la Planta/genética , Tallos de la Planta/metabolismo , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo
17.
Methods Mol Biol ; 1636: 283-299, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28730486

RESUMEN

Mitochondria play a central role in cellular energy metabolism and cell death. Deregulation of mitochondrial functions is associated with several human pathologies (neurodegenerative diseases, neuromuscular diseases, type II diabetes, obesity, cancer). The steadily increasing number of identified mitochondrial phosphoproteins, kinases, and phosphatases in recent years suggests that reversible protein phosphorylation plays an important part in the control of mitochondrial processes. In addition, many mitochondrial phosphoproteins probably still remain to be identified, considering that 30% of proteins are expected to be phosphorylated in eukaryotes. In this chapter, we describe two procedures for the analysis of the mitochondrial phosphoproteome. The first one is a qualitative method that combines blue native and sodium dodecyl sulfate-polyacrylamide gel electrophoresis (2D-BN/SDS-PAGE) and specific phosphoprotein staining. The second one is a quantitative approach that associates mitochondrial peptide labeling, phosphopeptide enrichment, and mass spectrometry.


Asunto(s)
Proteínas Fúngicas , Proteínas Mitocondriales , Fosfoproteínas , Proteoma , Proteómica , Cromatografía de Afinidad , Electroforesis en Gel Bidimensional , Electroforesis en Gel de Poliacrilamida , Espectrometría de Masas , Proteínas Mitocondriales/metabolismo , Fosfopéptidos , Fosfoproteínas/metabolismo , Proteómica/métodos , Saccharomyces cerevisiae/metabolismo
18.
Front Plant Sci ; 7: 1611, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-27877176

RESUMEN

Protein translation is an energy consuming process that has to be fine-tuned at both the cell and organism levels to match the availability of resources. The target of rapamycin kinase (TOR) is a key regulator of a large range of biological processes in response to environmental cues. In this study, we have investigated the effects of TOR inactivation on the expression and regulation of Arabidopsis ribosomal proteins at different levels of analysis, namely from transcriptomic to phosphoproteomic. TOR inactivation resulted in a coordinated down-regulation of the transcription and translation of nuclear-encoded mRNAs coding for plastidic ribosomal proteins, which could explain the chlorotic phenotype of the TOR silenced plants. We have identified in the 5' untranslated regions (UTRs) of this set of genes a conserved sequence related to the 5' terminal oligopyrimidine motif, which is known to confer translational regulation by the TOR kinase in other eukaryotes. Furthermore, the phosphoproteomic analysis of the ribosomal fraction following TOR inactivation revealed a lower phosphorylation of the conserved Ser240 residue in the C-terminal region of the 40S ribosomal protein S6 (RPS6). These results were confirmed by Western blot analysis using an antibody that specifically recognizes phosphorylated Ser240 in RPS6. Finally, this antibody was used to follow TOR activity in plants. Our results thus uncover a multi-level regulation of plant ribosomal genes and proteins by the TOR kinase.

20.
J Proteomics ; 128: 436-49, 2015 Oct 14.
Artículo en Inglés | MEDLINE | ID: mdl-26232565

RESUMEN

Arabidopsis thaliana cytosolic ribosomes are large complexes containing eighty-one distinct ribosomal proteins (r-proteins), four ribosomal RNAs (rRNA) and a plethora of associated (non-ribosomal) proteins. In plants, r-proteins of cytosolic ribosomes are each encoded by two to seven different expressed and similar genes, forming an r-protein family. Distinctions in the r-protein coding sequences of gene family members are a source of variation between ribosomes. We performed proteomic investigation of actively translating cytosolic ribosomes purified using both immunopurification and a classic sucrose cushion centrifugation-based protocol from plants of different developmental stages. Both 1D and 2D LC-MS(E) with data-independent acquisition as well as conventional data-dependent MS/MS procedures were applied. This approach provided detailed identification of 165 r-protein paralogs with high coverage based on proteotypic peptides. The detected r-proteins were the products of the majority (68%) of the 242 cytosolic r-protein genes encoded by the genome. A total of 70 distinct r-proteins were identified. Based on these results and information from DNA microarray and ribosome footprint profiling studies a re-annotation of Arabidopsis r-proteins and genes is proposed. This compendium of the cytosolic r-protein proteome will serve as a template for future investigations on the dynamic structure and function of plant ribosomes. BIOLOGICAL SIGNIFICANCE: Translation is one of the most energy demanding processes in a living cell and is therefore carefully regulated. Translational activity is tightly linked to growth control and growth regulating mechanism. Recently established translational profiling technologies, including the profiling of mRNAs associated with polysomes and the mapping of ribosome footprints on mRNAs, have revealed that the expression of gene expression is often fine-tuned by differential translation of gene transcripts. The eukaryotic ribosome, the hub of these important processes, consists of close to eighty different proteins (depending on species) and four large RNAs assembled into two highly conserved subunits. In plants and to lesser extent in yeast, the r-proteins are encoded by more than one actively transcribed gene. As r-protein gene paralogs frequently do not encode identical proteins and are regulated by growth conditions and development, in vivo ribosomes are heterogeneous in their protein content. The regulatory and physiological importance of this heterogeneity is unknown. Here, an improved annotation of the more than two hundred r-protein genes of Arabidopsis is presented that combines proteomic and advanced mRNA expression data. This proteomic investigation and re-annotation of Arabidopsis ribosomes establish a base for future investigations of translational control in plants.


Asunto(s)
Proteínas de Arabidopsis/metabolismo , Arabidopsis/metabolismo , Cromatografía Liquida/métodos , Espectrometría de Masas/métodos , Proteínas Ribosómicas/química , Proteínas Ribosómicas/metabolismo , Secuencia de Aminoácidos , Perfilación de la Expresión Génica/métodos , Datos de Secuencia Molecular , Proteoma/química , Proteoma/metabolismo
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