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Lambert A, Budinich M, Mahé M, Chaffron S, Eveillard D. Community metabolic modeling of host-microbiota interactions through multi-objective optimization. iScience 2024; 27:110092. [PMID: 38952683 PMCID: PMC11215293 DOI: 10.1016/j.isci.2024.110092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 03/12/2024] [Accepted: 05/21/2024] [Indexed: 07/03/2024] Open
Abstract
The human gut microbiota comprises various microorganisms engaged in intricate interactions among themselves and with the host, affecting its health. While advancements in omics technologies have led to the inference of clear associations between microbiome composition and health conditions, we usually lack a causal and mechanistic understanding of these associations. For modeling mechanisms driving the interactions, we simulated the organism's metabolism using in silico genome-scale metabolic models (GEMs). We used multi-objective optimization to predict and explain metabolic interactions among gut microbes and an intestinal epithelial cell. We developed a score integrating model simulation results to predict the type (competition, neutralism, mutualism) and quantify the interaction between several organisms. This framework uncovered a potential cross-feeding for choline, explaining the predicted mutualism between Lactobacillus rhamnosus GG and the epithelial cell. Finally, we analyzed a five-organism ecosystem, revealing that a minimal microbiota can favor the epithelial cell's maintenance.
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Affiliation(s)
- Anna Lambert
- Nantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, 44000 Nantes, France
| | - Marko Budinich
- Nantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, 44000 Nantes, France
| | - Maxime Mahé
- Nantes Université, Inserm, TENS UMR1235, The Enteric Nervous System in Gut and Brain Diseases, IMAD, Nantes, France
- Division of Pediatric General and Thoracic Surgery, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
- Center for Stem Cell and Organoid Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - Samuel Chaffron
- Nantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, 44000 Nantes, France
| | - Damien Eveillard
- Nantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, 44000 Nantes, France
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2
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Gavira JA, Cámara-Artigas A, Neira JL, Torres de Pinedo JM, Sánchez P, Ortega E, Martinez-Rodríguez S. Structural insights into choline-O-sulfatase reveal the molecular determinants for ligand binding. Acta Crystallogr D Struct Biol 2022; 78:669-682. [PMID: 35503214 PMCID: PMC9063841 DOI: 10.1107/s2059798322003709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 04/04/2022] [Indexed: 11/23/2022] Open
Abstract
Choline-O-sulfatase (COSe; EC 3.1.6.6) is a member of the alkaline phosphatase (AP) superfamily, and its natural function is to hydrolyze choline-O-sulfate into choline and sulfate. Despite its natural function, the major interest in this enzyme resides in the landmark catalytic/substrate promiscuity of sulfatases, which has led to attention in the biotechnological field due to their potential in protein engineering. In this work, an in-depth structural analysis of wild-type Sinorhizobium (Ensifer) meliloti COSe (SmeCOSe) and its C54S active-site mutant is reported. The binding mode of this AP superfamily member to both products of the reaction (sulfate and choline) and to a substrate-like compound are shown for the first time. The structures further confirm the importance of the C-terminal extension of the enzyme in becoming part of the active site and participating in enzyme activity through dynamic intra-subunit and inter-subunit hydrogen bonds (Asn146A-Asp500B-Asn498B). These residues act as the `gatekeeper' responsible for the open/closed conformations of the enzyme, in addition to assisting in ligand binding through the rearrangement of Leu499 (with a movement of approximately 5 Å). Trp129 and His145 clamp the quaternary ammonium moiety of choline and also connect the catalytic cleft to the C-terminus of an adjacent protomer. The structural information reported here contrasts with the proposed role of conformational dynamics in promoting the enzymatic catalytic proficiency of an enzyme.
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Affiliation(s)
- Jose Antonio Gavira
- Laboratorio de Estudios Cristalográficos, CSIC, Armilla, 18100 Granada, Spain
| | - Ana Cámara-Artigas
- Department of Chemistry and Physics, University of Almería, Agrifood Campus of International Excellence (ceiA3), Research Centre for Agricultural and Food Biotechnology (BITAL), Carretera de Sacramento s/n, Almería, 04120, Spain
| | - Jose Luis Neira
- IDIBE, Universidad Miguel Hernández, 03202 Elche (Alicante), Spain
- Instituto de Biocomputación y Física de Sistemas Complejos, Joint Units IQFR–CSIC–BIFI and GBsC–CSIC–BIFI, Universidad de Zaragoza, 50009 Zaragoza, Spain
| | - Jesús M. Torres de Pinedo
- Departamento de Bioquímica y Biología Molecular III e Inmunología, Universidad de Granada, 18071 Granada, Spain
| | - Pilar Sánchez
- Departamento de Bioquímica y Biología Molecular III e Inmunología, Universidad de Granada, 18071 Granada, Spain
| | - Esperanza Ortega
- Departamento de Bioquímica y Biología Molecular III e Inmunología, Universidad de Granada, 18071 Granada, Spain
| | - Sergio Martinez-Rodríguez
- Laboratorio de Estudios Cristalográficos, CSIC, Armilla, 18100 Granada, Spain
- Departamento de Bioquímica y Biología Molecular III e Inmunología, Universidad de Granada, 18071 Granada, Spain
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3
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Braeuer S, Borovička J, Glabonjat RA, Steiner L, Goessler W. Arsenocholine-O-sulfate: A novel compound as major arsenic species in the parasitic mushroom Tolypocladium ophioglossoides. CHEMOSPHERE 2021; 265:128886. [PMID: 33228987 DOI: 10.1016/j.chemosphere.2020.128886] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 10/26/2020] [Accepted: 11/04/2020] [Indexed: 06/11/2023]
Abstract
The As concentrations, along with 34 other elements, and the As speciation were investigated in wild-grown samples of the parasitic mushroom Tolypocladium ophioglossoides with inductively coupled plasma mass spectrometry (ICPMS) and high performance liquid chromatography coupled to ICPMS. The As concentrations were 0.070-3.44 mg kg-1 dry mass. More remarkable was the As speciation, where up to 56% of the extracted As were found to be an unknown As species, which was marginally retained under anion- and also cation-exchange conditions. After testing several different chromatographic settings, the compound was finally isolated and identified as 2-(sulfoxyethyl) trimethylarsonium ion (in short: arsenocholine-O-sulfate) with high resolution mass spectrometry. The compound was synthesized and further quantified in all investigated samples via ion-pair chromatography coupled to ICPMS. In addition to the high abundance of arsenocholine-O-sulfate in T. ophioglossoides, small amounts of this As species were also detected in one sample of the host mushroom, Elaphomyces asperulus. In a sample of another parasitic mushroom, Ophiocordyceps sinensis, arsenocholine-O-sulfate could not be detected, but the main species was another unknown compound that was oxidized to inorganic As(V) with hydrogen peroxide. This is the first discovery of arsenocholine-O-sulfate in nature. It is possible that it is present in many other organisms, at least in low concentrations, and just has not been detected there yet because of its unusual chromatographic behavior. The existence of arsenocholine-O-sulfate brings up questions again about the biotransformation pathways of As in the environment and the specific behavior of fungi.
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Affiliation(s)
- Simone Braeuer
- Institute of Chemistry, University of Graz, Universitaetsplatz 1, 8010, Graz, Austria.
| | - Jan Borovička
- Nuclear Physics Institute of the Czech Academy of Sciences, Hlavní 130, 25068, Husinec-Řež, Czech Republic; Institute of Geology of the Czech Academy of Sciences, Rozvojová 269, 16500, Prague 6, Czech Republic
| | - Ronald A Glabonjat
- Institute of Chemistry, University of Graz, Universitaetsplatz 1, 8010, Graz, Austria
| | - Lorenz Steiner
- Institute of Chemistry, University of Graz, Universitaetsplatz 1, 8010, Graz, Austria
| | - Walter Goessler
- Institute of Chemistry, University of Graz, Universitaetsplatz 1, 8010, Graz, Austria
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4
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Gregory GJ, Boyd EF. Stressed out: Bacterial response to high salinity using compatible solute biosynthesis and uptake systems, lessons from Vibrionaceae. Comput Struct Biotechnol J 2021; 19:1014-1027. [PMID: 33613867 PMCID: PMC7876524 DOI: 10.1016/j.csbj.2021.01.030] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 01/18/2021] [Accepted: 01/20/2021] [Indexed: 12/19/2022] Open
Abstract
Bacteria have evolved mechanisms that allow them to adapt to changes in osmolarity and some species have adapted to live optimally in high salinity environments such as in the marine ecosystem. Most bacteria that live in high salinity do so by the biosynthesis and/or uptake of compatible solutes, small organic molecules that maintain the turgor pressure of the cell. Osmotic stress response mechanisms and their regulation among marine heterotrophic bacteria are poorly understood. In this review, we discuss what is known about compatible solute metabolism and transport and new insights gained from studying marine bacteria belonging to the family Vibrionaceae.
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Affiliation(s)
| | - E. Fidelma Boyd
- Corresponding author at: Department of Biological Sciences, 341 Wolf Hall, University of Delaware, Newark, DE 19716, United States.
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5
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Roumiantseva ML, Saksaganskaia AS, Muntyan VS, Cherkasova ME, Simarov BV. Structural Polymorphism of Sinorhizobium meliloti Genes Related to Virulence and Salt Tolerance. RUSS J GENET+ 2018. [DOI: 10.1134/s1022795418050083] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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6
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Sobreira ACM, Pinto FDCL, Florêncio KGD, Wilke DV, Staats CC, Streit RDAS, Freire FDCDO, Pessoa ODL, Trindade-Silva AE, Canuto KM. Endophytic fungus Pseudofusicoccum stromaticum produces cyclopeptides and plant-related bioactive rotenoids. RSC Adv 2018; 8:35575-35586. [PMID: 35547902 PMCID: PMC9088075 DOI: 10.1039/c8ra06824k] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Accepted: 10/07/2018] [Indexed: 01/29/2023] Open
Abstract
In the present study, we integrated liquid chromatography high-resolution mass spectrometry (LC-HRMS) and high-throughput DNA sequencing for prospecting cytotoxic specialized metabolites from Pseudofusicoccum stromaticum, an endophytic fungus associated to the medicinal plant Myracrodruon urundeuva. LC-HRMS profiling allowed identifying putatively eleven compounds in the ethyl acetate extract from P. stromaticum broth. Additionally, a chemical fractionation guided by cytotoxicity combined with spectrometric analysis resulted in the isolation of three compounds: the cyclopeptide cyclo-l-Phe-d-Leu-l-Leu-l-Leu-l-lle along with the known rotenoids rotenolone and tephrosin. MTT assay showed that tephrosin (IC50 0.51 μg mL−1) has strong cytotoxic effect and may be pointed out as the compound responsible for the antiproliferative activity of P. stromaticum. Next Generation Sequencing (NGS) and genome mining of P. stromaticum draft genome revealed 56 contigs codifying specialized metabolites biosynthesis-related enzymes. Nearly half of such genes (44.6%) could be mapped to orphan Biosynthetic Gene Clusters (BGCs) of related plant pathogens belonging to family Botryosphaeriaceae. Also, screening for rotenoids biosynthetic enzymes led to characterization of a putative chalcone isomerase-like (CHI-like) protein. This is the first report of rotenoids biosynthesized by a fungus, unveiling a unique ability of P. stromaticum. Pseudofusicoccum stromaticum produces cyclopeptides and plant-related rotenoids, which are responsible for its antiproliferative effect.![]()
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Affiliation(s)
- Aline C. M. Sobreira
- Departamento de Química Orgânica e Inorgânica
- Universidade Federal do Ceará
- Fortaleza
- Brazil
| | | | | | - Diego V. Wilke
- Núcleo de Pesquisa e Desenvolvimento de Medicamentos
- Universidade Federal do Ceará
- Fortaleza
- Brazil
| | - Charley C. Staats
- Centro de Biotecnologia
- Universidade Federal do Rio Grande do Sul
- Porto Alegre
- Brazil
| | | | | | - Otília D. L. Pessoa
- Departamento de Química Orgânica e Inorgânica
- Universidade Federal do Ceará
- Fortaleza
- Brazil
| | - Amaro E. Trindade-Silva
- Núcleo de Pesquisa e Desenvolvimento de Medicamentos
- Universidade Federal do Ceará
- Fortaleza
- Brazil
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7
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Abstract
Marine regions that have seasonal to long-term low dissolved oxygen (DO) concentrations, sometimes called “dead zones,” are increasing in number and severity around the globe with deleterious effects on ecology and economics. One of the largest of these coastal dead zones occurs on the continental shelf of the northern Gulf of Mexico (nGOM), which results from eutrophication-enhanced bacterioplankton respiration and strong seasonal stratification. Previous research in this dead zone revealed the presence of multiple cosmopolitan bacterioplankton lineages that have eluded cultivation, and thus their metabolic roles in this ecosystem remain unknown. We used a coupled shotgun metagenomic and metatranscriptomic approach to determine the metabolic potential of Marine Group II Euryarchaeota, SAR406, and SAR202. We recovered multiple high-quality, nearly complete genomes from all three groups as well as candidate phyla usually associated with anoxic environments—Parcubacteria (OD1) and Peregrinibacteria. Two additional groups with putative assignments to ACD39 and PAUC34f supplement the metabolic contributions by uncultivated taxa. Our results indicate active metabolism in all groups, including prevalent aerobic respiration, with concurrent expression of genes for nitrate reduction in SAR406 and SAR202, and dissimilatory nitrite reduction to ammonia and sulfur reduction by SAR406. We also report a variety of active heterotrophic carbon processing mechanisms, including degradation of complex carbohydrate compounds by SAR406, SAR202, ACD39, and PAUC34f. Together, these data help constrain the metabolic contributions from uncultivated groups in the nGOM during periods of low DO and suggest roles for these organisms in the breakdown of complex organic matter. Dead zones receive their name primarily from the reduction of eukaryotic macrobiota (demersal fish, shrimp, etc.) that are also key coastal fisheries. Excess nutrients contributed from anthropogenic activity such as fertilizer runoff result in algal blooms and therefore ample new carbon for aerobic microbial metabolism. Combined with strong stratification, microbial respiration reduces oxygen in shelf bottom waters to levels unfit for many animals (termed hypoxia). The nGOM shelf remains one of the largest eutrophication-driven hypoxic zones in the world, yet despite its potential as a model study system, the microbial metabolisms underlying and resulting from this phenomenon—many of which occur in bacterioplankton from poorly understood lineages—have received only preliminary study. Our work details the metabolic potential and gene expression activity for uncultivated lineages across several low DO sites in the nGOM, improving our understanding of the active biogeochemical cycling mediated by these “microbial dark matter” taxa during hypoxia.
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Mirete S, Mora-Ruiz MR, Lamprecht-Grandío M, de Figueras CG, Rosselló-Móra R, González-Pastor JE. Salt resistance genes revealed by functional metagenomics from brines and moderate-salinity rhizosphere within a hypersaline environment. Front Microbiol 2015; 6:1121. [PMID: 26528268 PMCID: PMC4602150 DOI: 10.3389/fmicb.2015.01121] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Accepted: 09/28/2015] [Indexed: 11/13/2022] Open
Abstract
Hypersaline environments are considered one of the most extreme habitats on earth and microorganisms have developed diverse molecular mechanisms of adaptation to withstand these conditions. The present study was aimed at identifying novel genes from the microbial communities of a moderate-salinity rhizosphere and brine from the Es Trenc saltern (Mallorca, Spain), which could confer increased salt resistance to Escherichia coli. The microbial diversity assessed by pyrosequencing of 16S rRNA gene libraries revealed the presence of communities that are typical in such environments and the remarkable presence of three bacterial groups never revealed as major components of salt brines. Metagenomic libraries from brine and rhizosphere samples, were transferred to the osmosensitive strain E. coli MKH13, and screened for salt resistance. Eleven genes that conferred salt resistance were identified, some encoding for well-known proteins previously related to osmoadaptation such as a glycerol transporter and a proton pump, whereas others encoded proteins not previously related to this function in microorganisms such as DNA/RNA helicases, an endonuclease III (Nth) and hypothetical proteins of unknown function. Furthermore, four of the retrieved genes were cloned and expressed in Bacillus subtilis and they also conferred salt resistance to this bacterium, broadening the spectrum of bacterial species in which these genes can function. This is the first report of salt resistance genes recovered from metagenomes of a hypersaline environment.
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Affiliation(s)
- Salvador Mirete
- Laboratory of Molecular Adaptation, Department of Molecular Evolution, Centro de Astrobiología, Consejo Superior de Investigaciones Científicas - Instituto Nacional de Técnica Aeroespacial, Madrid Spain
| | - Merit R Mora-Ruiz
- Marine Microbiology Group, Department of Ecology and Marine Resources, Mediterranean Institute for Advanced Studies, Consejo Superior de Investigaciones Científicas - Universidad de las Islas Baleares, Esporles Spain
| | - María Lamprecht-Grandío
- Laboratory of Molecular Adaptation, Department of Molecular Evolution, Centro de Astrobiología, Consejo Superior de Investigaciones Científicas - Instituto Nacional de Técnica Aeroespacial, Madrid Spain
| | - Carolina G de Figueras
- Laboratory of Molecular Adaptation, Department of Molecular Evolution, Centro de Astrobiología, Consejo Superior de Investigaciones Científicas - Instituto Nacional de Técnica Aeroespacial, Madrid Spain
| | - Ramon Rosselló-Móra
- Marine Microbiology Group, Department of Ecology and Marine Resources, Mediterranean Institute for Advanced Studies, Consejo Superior de Investigaciones Científicas - Universidad de las Islas Baleares, Esporles Spain
| | - José E González-Pastor
- Laboratory of Molecular Adaptation, Department of Molecular Evolution, Centro de Astrobiología, Consejo Superior de Investigaciones Científicas - Instituto Nacional de Técnica Aeroespacial, Madrid Spain
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9
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Sánchez-Romero JJ, Olguin LF. Choline sulfatase from Ensifer ( Sinorhizobium) meliloti: Characterization of the unmodified enzyme. Biochem Biophys Rep 2015; 3:161-168. [PMID: 30338300 PMCID: PMC6189696 DOI: 10.1016/j.bbrep.2015.08.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2015] [Revised: 08/03/2015] [Accepted: 08/04/2015] [Indexed: 11/28/2022] Open
Abstract
Ensifer (Sinorhizobium) meliloti is a nitrogen-fixing α-proteobacterium able to biosynthesize the osmoprotectant glycine betaine from choline sulfate through a metabolic pathway that starts with the enzyme choline-O-sulfatase. This protein seems to be widely distributed in microorganisms and thought to play an important role in their sulfur metabolism. However, only crude extracts with choline sulfatase activity have been studied. In this work, Ensifer (Sinorhizobium) meliloti choline-O-sulfatase was obtained in a high degree of purity after expression in Escherichia coli. Gel filtration and dynamic light scattering experiments showed that the recombinant enzyme exists as a dimer in solution. Using calorimetry, its catalytic activity against its natural substrate, choline-O-sulfate, gave a kcat=2.7×10−1 s−1 and a KM=11.1 mM. For the synthetic substrates p-nitrophenyl sulfate and methylumbelliferyl sulfate, the kcat values were 3.5×10−2 s−1 and 4.3×10−2 s−1, with KM values of 75.8 and 11.8 mM respectively. The low catalytic activity of the recombinant sulfatase was due to the absence of the formylglycine post-translational modification in its active-site cysteine 54. Nevertheless, unmodified Ensifer (Sinorhizobium) meliloti choline-O-sulfatase is a multiple-turnover enzyme with remarkable catalytic efficiency. First biochemical characterization of a recombinant choline-O-sulfatase. Recombinant enzyme has no post-translational modification in its active site cysteine. The unmodified enzyme exhibits multiple catalytic cycles. Despite a low kcat the enzyme accelerate 1020-fold the uncatalyzed reaction.
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Key Words
- COS, E. meliloti choline-O-sulfatase
- Catalytic efficiency
- Choline-O-sulfatase
- Choline-O-sulfate
- DLS, dynamic light scattering
- DTNB, 5,5′-Dithiobis(2-nitrobenzoic acid)
- DTT, DL-Dithiothreitol
- FGE, α-formylglycine-generating enzyme
- FGly, α-formylglycine
- Formylglycine post-translational modification
- ITC, isothermal titration calorimetry
- MALDI-TOF, matrix assisted laser desorption ionization time-of-flight
- MUS, 4-methylumbelliferyl sulfate
- TCEP, Tris(2-carboxyethyl)phosphine hydrochloride
- Type I sulfatase
- UPLC-ESI-Q-TOF-MS, Ultra-performance liquid chromatography-electrospray ionization-quadrupole time-of-flight-mass spectrometry
- anSME, anaerobic sulfatase maturing enzyme
- pNPS, p-nitrophenyl sulfate
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Affiliation(s)
- Juan José Sánchez-Romero
- Laboratorio de Biofisicoquímica, Facultad de Química, Universidad Nacional Autónoma de México, México D. F. 04510, México
| | - Luis F Olguin
- Laboratorio de Biofisicoquímica, Facultad de Química, Universidad Nacional Autónoma de México, México D. F. 04510, México
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10
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Velez P, Alejandri-Ramírez ND, González MC, Estrada KJ, Sanchez-Flores A, Dinkova TD. Comparative Transcriptome Analysis of the Cosmopolitan Marine Fungus Corollospora maritima Under Two Physiological Conditions. G3 (BETHESDA, MD.) 2015; 5:1805-14. [PMID: 26116293 PMCID: PMC4555217 DOI: 10.1534/g3.115.019620] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/13/2015] [Accepted: 06/19/2015] [Indexed: 01/10/2023]
Abstract
Marine sandy beaches represent dynamic environments often subject to harsh conditions and climate fluctuations, where natural and anthropogenic inputs of freshwater from fluvial and pluvial sources alter salinity, which has been recognized as a key variable affecting the distribution of aquatic organisms and influencing critical physiological processes. The marine arenicolous fungus Corollospora maritima is a worldwide-distributed saprobe that has been reported to present tolerance to freshwater. Here, we present a transcriptome analysis that will provide the first insight of the genomic content for this fungus and a gene expression comparison between two different salinity conditions. We also identified genes that are candidates for being differentially expressed in response to environmental variations on salinity during the fungal growth. The de novo reconstruction of C. maritima transcriptome Illumina sequencing provided a total of 14,530 transcripts (16 megabases). The comparison between the two growth conditions rendered 103 genes specifically overexpressed in seawater, and 132 genes specifically up-regulated under freshwater. Using fungal isolates collected from different beaches, the specific environmental regulation of particular transcript differential expression was confirmed by RT-qPCR. To our knowledge, this is the first analysis that explores the marine fungus C. maritima molecular responses to overcome freshwater stress, and these data could shed light to understand the fungal adaptation and plasticity mechanisms to the marine habitat.
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Affiliation(s)
- Patricia Velez
- Departamento de Botánica, Instituto de Biología, Universidad Nacional Autónoma de México, Distrito Federal, México 04510
| | - Naholi D Alejandri-Ramírez
- Departamento de Bioquímica, Facultad de Química, Universidad Nacional Autónoma de México, Distrito Federal, México 04510
| | - María C González
- Departamento de Botánica, Instituto de Biología, Universidad Nacional Autónoma de México, Distrito Federal, México 04510
| | - Karel J Estrada
- Unidad de Secuenciación Masiva y Bioinformática Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca, Morelos, México 62210
| | - Alejandro Sanchez-Flores
- Unidad de Secuenciación Masiva y Bioinformática Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca, Morelos, México 62210
| | - Tzvetanka D Dinkova
- Departamento de Bioquímica, Facultad de Química, Universidad Nacional Autónoma de México, Distrito Federal, México 04510
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11
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Roumiantseva ML, Muntyan VS. Root nodule bacteria Sinorhizobium meliloti: Tolerance to salinity and bacterial genetic determinants. Microbiology (Reading) 2015. [DOI: 10.1134/s0026261715030170] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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