Mechanistic insights into sulfur source-driven physiological responses and metabolic reorganization in the fuel-biodesulfurizing Rhodococcus qingshengii IGTS8

ABSTRACT Comparative proteomics and untargeted metabolomics were combined to study the physiological and metabolic adaptations of Rhodococcus qingshengii IGTS8 under biodesulfurization conditions. After growth in a chemically defined medium with either dibenzothiophene (DBT) or MgSO4 as the sulfur source, many differentially produced proteins and metabolites associated with several metabolic and physiological processes were detected including the metabolism of carbohydrates, amino acids, lipids, nucleotides, vitamins, protein synthesis, transcriptional regulation, cell envelope biogenesis, and cell division. Increased production of the redox cofactor mycofactocin and associated proteins was one of the most striking adaptations under biodesulfurization conditions. While most central metabolic enzymes were less abundant in the presence of DBT, a key enzyme of the glyoxylate shunt, isocitrate lyase, was up to 26-fold more abundant. Several C1 metabolism and oligotrophy-related enzymes were significantly more abundant in the biodesulfurizing culture. R. qingshengii IGTS8 exhibited oligotrophic growth in liquid and solid media under carbon starvation. Moreover, the oligotrophic growth was faster on the solid medium in the presence of DBT compared to MgSO4 cultures. In the DBT culture, the cell envelope and phospholipids were remodeled, with lower levels of phosphatidylethanolamine and unsaturated and short-chain fatty acids being the most prominent changes. Biodesulfurization increased the biosynthesis of osmoprotectants (ectoine and mannosylglycerate) as well as glutamate and induced the stringent response. Our findings reveal highly diverse and overlapping stress responses that could protect the biodesulfurizing culture not only from the associated sulfate limitation but also from chemical, oxidative, and osmotic stress, allowing efficient resource management. IMPORTANCE Despite decades of research, a commercially viable bioprocess for fuel desulfurization has not been developed yet. This is mainly due to lack of knowledge of the physiology and metabolism of fuel-biodesulfurizing bacteria. Being a stressful condition, biodesulfurization could provoke several stress responses that are not understood. This is particularly important because a thorough understanding of the microbial stress response is essential for the development of environmentally friendly and industrially efficient microbial biocatalysts. Our comparative systems biology studies provide a mechanistic understanding of the biology of biodesulfurization, which is crucial for informed developments through the rational design of recombinant biodesulfurizers and optimization of the bioprocess conditions. Our findings enhance the understanding of the physiology, metabolism, and stress response not only in biodesulfurizing bacteria but also in rhodococci, a precious group of biotechnologically important bacteria. Despite decades of research, a commercially viable bioprocess for fuel desulfurization has not been developed yet. This is mainly due to lack of knowledge of the physiology and metabolism of fuel-biodesulfurizing bacteria. Being a stressful condition, biodesulfurization could provoke several stress responses that are not understood. This is particularly important because a thorough understanding of the microbial stress response is essential for the development of environmentally friendly and industrially efficient microbial biocatalysts. Our comparative systems biology studies provide a mechanistic understanding of the biology of biodesulfurization, which is crucial for informed developments through the rational design of recombinant biodesulfurizers and optimization of the bioprocess conditions. Our findings enhance the understanding of the physiology, metabolism, and stress response not only in biodesulfurizing bacteria but also in rhodococci, a precious group of biotechnologically important bacteria.

[1]  A. Scorilas,et al.  Advancing Desulfurization in the Model Biocatalyst Rhodococcus qingshengii IGTS8 via an In Locus Combinatorial Approach , 2023, Applied and environmental microbiology.

[2]  V. de Crécy-Lagard,et al.  Characterization of the Escherichia coli pyridoxal 5′‐phosphate homeostasis protein (YggS): Role of lysine residues in PLP binding and protein stability , 2022, Protein science : a publication of the Protein Society.

[3]  E. Díaz,et al.  Enhancing biodesulfurization by engineering a synthetic dibenzothiophene mineralization pathway , 2022, Frontiers in Microbiology.

[4]  Thomas J. Begley,et al.  The absence of the queuosine tRNA modification leads to pleiotropic phenotypes revealing perturbations of metal and oxidative stress homeostasis in Escherichia coli K12 , 2022, Metallomics : integrated biometal science.

[5]  Yuri Ikeda,et al.  Oligotrophic Gene Expression in Rhodococcus erythropolis N9T-4 under Various Nutrient Conditions , 2022, Microorganisms.

[6]  E. Buys,et al.  Listeria monocytogenes Pathogenesis: The Role of Stress Adaptation , 2022, Microorganisms.

[7]  A. Scorilas,et al.  Interplay between Sulfur Assimilation and Biodesulfurization Activity in Rhodococcus qingshengii IGTS8: Insights into a Regulatory Role of the Reverse Transsulfuration Pathway , 2022, mBio.

[8]  S. Rai,et al.  Expression, Purification, and In Silico Characterization of Mycobacterium smegmatis Alternative Sigma Factor SigB , 2022, Disease markers.

[9]  M. Kivisaar,et al.  Variance in translational fidelity of different bacterial species is affected by pseudouridines in the tRNA anticodon stem-loop , 2022, RNA biology.

[10]  Yi-Tao Yu,et al.  The Critical Contribution of Pseudouridine to mRNA COVID-19 Vaccines , 2021, Frontiers in Cell and Developmental Biology.

[11]  Sanjit Kumar,et al.  Expression, Purification and in Silico Characterization of Mycobacterium Smegmatis Alternative Sigma Factor SigB , 2021 .

[12]  A. van Dorsselaer,et al.  Biodesulfurization Induces Reprogramming of Sulfur Metabolism in Rhodococcus qingshengii IGTS8: Proteomics and Untargeted Metabolomics , 2021, Microbiology spectrum.

[13]  V. Brinkmann,et al.  Role of Premycofactocin Synthase in Growth, Microaerophilic Adaptation, and Metabolism of Mycobacterium tuberculosis , 2021, mBio.

[14]  C. Zang,et al.  Efficient biodesulfurization of diesel oil by Gordonia sp. SC-10 with highly hydrophobic cell surfaces , 2021 .

[15]  E. I. Ramlan,et al.  Regulation of Glycine Cleavage and Detoxification by a Highly Conserved Glycine Riboswitch in Burkholderia spp. , 2021, Current Microbiology.

[16]  Jiashu Liu,et al.  The conversion of the nutrient condition alter the phenol degradation pathway by Rhodococcus biphenylivorans B403: A comparative transcriptomic and proteomic approach , 2021, Environmental Science and Pollution Research.

[17]  L. Balabanova,et al.  Microbial and Genetic Resources for Cobalamin (Vitamin B12) Biosynthesis: From Ecosystems to Industrial Biotechnology , 2021, International journal of molecular sciences.

[18]  M. Pátek,et al.  Stress response in Rhodococcus strains. , 2021, Biotechnology advances.

[19]  R. Abed,et al.  Diesel-born organosulfur compounds stimulate community re-structuring in a diesel-biodesulfurizing consortium , 2020, Biotechnology reports.

[20]  R. Corrigan,et al.  The stringent response and physiological roles of (pp)pGpp in bacteria , 2020, Nature Reviews Microbiology.

[21]  E. Díaz,et al.  Elevated c‐di‐GMP levels promote biofilm formation and biodesulfurization capacity of Rhodococcus erythropolis , 2020, Microbial biotechnology.

[22]  V. de Lorenzo,et al.  Ribonucleases control distinct traits of Pseudomonas putida lifestyle. , 2020, Environmental microbiology.

[23]  A. Firrincieli,et al.  Biotechnology of Rhodococcus for the production of valuable compounds , 2020, Applied Microbiology and Biotechnology.

[24]  T. Douki,et al.  Structural, biochemical and functional analyses of tRNA-monooxygenase enzyme MiaE from Pseudomonas putida provide insights into tRNA/MiaE interaction , 2020, Nucleic acids research.

[25]  Dean G. Thompson,et al.  Phylogenomic Classification and Biosynthetic Potential of the Fossil Fuel-Biodesulfurizing Rhodococcus Strain IGTS8 , 2020, Frontiers in Microbiology.

[26]  K. Venkatesh,et al.  Global pleiotropic effects in adaptively evolved Escherichia coli lacking CRP reveal molecular mechanisms that define the growth physiology , 2020, bioRxiv.

[27]  Shrikant S. Mantri,et al.  Comparative Genomics and Metabolomics in the Genus Nocardia , 2020, mSystems.

[28]  K. Akhtar,et al.  Conventional genetic manipulation of desulfurizing bacteria and prospects of using CRISPR-Cas systems for enhanced desulfurization activity , 2020, Critical reviews in microbiology.

[29]  H. Malet,et al.  Structural insights into ATP hydrolysis by the MoxR ATPase RavA and the LdcI-RavA cage-like complex , 2020, Communications Biology.

[30]  K. Kimbara,et al.  Identification of a transcriptional regulator for oligotrophy-responsive promoter in Rhodococcus erythropolis N9T-4 , 2019, Bioscience, biotechnology, and biochemistry.

[31]  Yinjie J. Tang,et al.  A concerted systems biology analysis of phenol metabolism in Rhodococcus opacus PD630. , 2019, Metabolic engineering.

[32]  X. Deng,et al.  Comparative transcriptomic analysis revealed the key pathways responsible for organic sulfur removal by thermophilic bacterium Geobacillus thermoglucosidasius W-2. , 2019, The Science of the total environment.

[33]  G. King,et al.  Atmospheric carbon monoxide oxidation is a widespread mechanism supporting microbial survival , 2019, The ISME Journal.

[34]  H. Alvarez,et al.  Insights into the Metabolism of Oleaginous Rhodococcus spp , 2019, Applied and Environmental Microbiology.

[35]  Wei Zhang,et al.  Improved Efficiency of the Desulfurization of Oil Sulfur Compounds in Escherichia coli Using a Combination of Desensitization Engineering and DszC Overexpression. , 2019, ACS synthetic biology.

[36]  H. Mollenkopf,et al.  Mycofactocin Is Associated with Ethanol Metabolism in Mycobacteria , 2019, mBio.

[37]  C. Eberlein,et al.  Quantification of outer membrane vesicles: a potential tool to compare response in Pseudomonas putida KT2440 to stress caused by alkanols , 2019, Applied Microbiology and Biotechnology.

[38]  J. Latham,et al.  Occurrence, function, and biosynthesis of mycofactocin , 2019, Applied Microbiology and Biotechnology.

[39]  Sufang Kuang,et al.  Quantitative proteomic analysis of Rhodococcus ruber responsive to organic solvents , 2018, Biotechnology & Biotechnological Equipment.

[40]  Chaocheng Zhao,et al.  Thermophilic biodesulfurization and its application in oil desulfurization , 2018, Applied Microbiology and Biotechnology.

[41]  H. Masuda,et al.  Comparative Proteomic Analysis of Propane Metabolism in Mycobacterium sp. Strain ENV421 and Rhodococcus sp. Strain ENV425 , 2018, Journal of Molecular Microbiology and Biotechnology.

[42]  V. Jain,et al.  Methylotrophy in Mycobacteria: Dissection of the Methanol Metabolism Pathway in Mycobacterium smegmatis , 2018, Journal of bacteriology.

[43]  A. Steinbüchel,et al.  Aerobic Growth of Rhodococcus aetherivorans BCP1 Using Selected Naphthenic Acids as the Sole Carbon and Energy Sources , 2018, Front. Microbiol..

[44]  J. Heider,et al.  Role of the Extremolytes Ectoine and Hydroxyectoine as Stress Protectants and Nutrients: Genetics, Phylogenomics, Biochemistry, and Structural Analysis , 2018, Genes.

[45]  K. G. Kaval,et al.  Ethanolamine Utilization in Bacteria , 2018, mBio.

[46]  C. Eberlein,et al.  Immediate response mechanisms of Gram-negative solvent-tolerant bacteria to cope with environmental stress: cis-trans isomerization of unsaturated fatty acids and outer membrane vesicle secretion , 2018, Applied Microbiology and Biotechnology.

[47]  J. Radolf,et al.  Peptide Uptake Is Essential for Borrelia burgdorferi Viability and Involves Structural and Regulatory Complexity of its Oligopeptide Transporter , 2017, mBio.

[48]  P. Amato,et al.  Metabolomic study of the response to cold shock in a strain of Pseudomonas syringae isolated from cloud water , 2017, Metabolomics.

[49]  F. García-Ochoa,et al.  Metabolic and process engineering for biodesulfurization in Gram-negative bacteria. , 2017, Journal of biotechnology.

[50]  E. Wagner,et al.  Impact of bacterial sRNAs in stress responses , 2017, Biochemical Society transactions.

[51]  F. de la Cruz,et al.  Nutrient starvation leading to triglyceride accumulation activates the Entner Doudoroff pathway in Rhodococcus jostii RHA1 , 2017, Microbial Cell Factories.

[52]  Jia Wang,et al.  Enhancement of Microbial Biodesulfurization via Genetic Engineering and Adaptive Evolution , 2017, PloS one.

[53]  Jüergen Cox,et al.  The MaxQuant computational platform for mass spectrometry-based shotgun proteomics , 2016, Nature Protocols.

[54]  Juan Antonio Vizcaíno,et al.  The ProteomeXchange consortium in 2017: supporting the cultural change in proteomics public data deposition , 2016, Nucleic Acids Res..

[55]  Thomas Burger,et al.  DAPAR & ProStaR: software to perform statistical analyses in quantitative discovery proteomics , 2016, Bioinform..

[56]  B. Stark,et al.  Biodesulfurization: a model system for microbial physiology research , 2016, World Journal of Microbiology and Biotechnology.

[57]  Eduardo Díaz,et al.  Engineering synthetic bacterial consortia for enhanced desulfurization and revalorization of oil sulfur compounds. , 2016, Metabolic engineering.

[58]  K. Qu,et al.  Induction of Viable but Nonculturable State in Rhodococcus and Transcriptome Analysis Using RNA-seq , 2016, PloS one.

[59]  H. Heipieper,et al.  Glycerophospholipid synthesis and functions in Pseudomonas. , 2015, Chemistry and physics of lipids.

[60]  William Stafford Noble,et al.  The MEME Suite , 2015, Nucleic Acids Res..

[61]  M. Wakamatsu,et al.  The glyoxylate shunt is essential for CO2-requiring oligotrophic growth of Rhodococcus erythropolis N9T-4 , 2015, Applied Microbiology and Biotechnology.

[62]  M. Wakamatsu,et al.  The glyoxylate shunt is essential for CO2-requiring oligotrophic growth of Rhodococcus erythropolis N9T-4 , 2015, Applied Microbiology and Biotechnology.

[63]  L. Leichert,et al.  Label-free and redox proteomic analyses of the triacylglycerol-accumulating Rhodococcus jostii RHA1. , 2015, Microbiology.

[64]  O. Meyer,et al.  Insights into the posttranslational assembly of the Mo-, S- and Cu-containing cluster in the active site of CO dehydrogenase of Oligotropha carboxidovorans , 2014, JBIC Journal of Biological Inorganic Chemistry.

[65]  O. Meyer,et al.  Insights into the posttranslational assembly of the Mo-, S- and Cu-containing cluster in the active site of CO dehydrogenase of Oligotropha carboxidovorans , 2014, JBIC Journal of Biological Inorganic Chemistry.

[66]  Y. Ohnishi,et al.  Two Glycine Riboswitches Activate the Glycine Cleavage System Essential for Glycine Detoxification in Streptomyces griseus , 2014, Journal of bacteriology.

[67]  T. Ma,et al.  Genetic Analysis of Benzothiophene Biodesulfurization Pathway of Gordonia terrae Strain C-6 , 2013, PloS one.

[68]  I. Karimi,et al.  In silico modeling and evaluation of Gordonia alkanivorans for biodesulfurization. , 2013, Molecular bioSystems.

[69]  I. Karimi,et al.  Roles of sulfite oxidoreductase and sulfite reductase in improving desulfurization by Rhodococcus erythropolis. , 2012, Molecular bioSystems.

[70]  W. Houry,et al.  Novel structural and functional insights into the MoxR family of AAA+ ATPases. , 2012, Journal of structural biology.

[71]  J. Davies,et al.  Proteomic Analysis of Survival of Rhodococcus jostii RHA1 during Carbon Starvation , 2012, Applied and Environmental Microbiology.

[72]  H. Heipieper,et al.  Membrane Vesicle Formation as a Multiple-Stress Response Mechanism Enhances Pseudomonas putida DOT-T1E Cell Surface Hydrophobicity and Biofilm Formation , 2012, Applied and Environmental Microbiology.

[73]  I. Karimi,et al.  Reconstruction of a genome-scale metabolic network of Rhodococcus erythropolis for desulfurization studies. , 2011, Molecular bioSystems.

[74]  S. Noack,et al.  13C Metabolic Flux Analysis Identifies an Unusual Route for Pyruvate Dissimilation in Mycobacteria which Requires Isocitrate Lyase and Carbon Dioxide Fixation , 2011, PLoS pathogens.

[75]  Dong Yup Lee,et al.  Flux-based analysis of sulfur metabolism in desulfurizing strains of Rhodococcus erythropolis. , 2011, FEMS microbiology letters.

[76]  H. Takagi,et al.  Gene Expression Analysis of Methylotrophic Oxidoreductases Involved in the Oligotrophic Growth of Rhodococcus erythropolis N9T-4 , 2011, Bioscience, biotechnology, and biochemistry.

[77]  D. Haft,et al.  Bioinformatic evidence for a widely distributed, ribosomally produced electron carrier precursor, its maturation proteins, and its nicotinoprotein redox partners , 2011, BMC Genomics.

[78]  C. Junot,et al.  Global Regulation of the Response to Sulfur Availability in the Cheese-Related Bacterium Brevibacterium aurantiacum , 2010, Applied and Environmental Microbiology.

[79]  L. Dover,et al.  The Rhodococcal Cell Envelope: Composition, Organisation and Biosynthesis , 2010 .

[80]  Dong Wan Kim,et al.  Formation of specialized aerial architectures by Rhodococcus during utilization of vaporized p-cresol. , 2009, Microbiology.

[81]  Riccardo Percudani,et al.  The B6 database: a tool for the description and classification of vitamin B6-dependent enzymatic activities and of the corresponding protein families , 2009, BMC Bioinformatics.

[82]  O. Meyer,et al.  The CoxD Protein of Oligotropha carboxidovorans Is a Predicted AAA+ ATPase Chaperone Involved in the Biogenesis of the CO Dehydrogenase [CuSMoO2] Cluster , 2009, Journal of Biological Chemistry.

[83]  H. Heipieper,et al.  Cell wall adaptations of planktonic and biofilm Rhodococcus erythropolis cells to growth on C5 to C16 n-alkane hydrocarbons , 2009, Applied Microbiology and Biotechnology.

[84]  L. Dijkhuizen,et al.  The Actinobacterial mce4 Locus Encodes a Steroid Transporter* , 2008, Journal of Biological Chemistry.

[85]  Brad T. Sherman,et al.  Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists , 2008, Nucleic acids research.

[86]  M. Burg,et al.  Intracellular Organic Osmolytes: Function and Regulation* , 2008, Journal of Biological Chemistry.

[87]  T. Katsuragi,et al.  An Extremely Oligotrophic Bacterium, Rhodococcus erythropolis N9T-4, Isolated from Crude Oil , 2007, Journal of bacteriology.

[88]  Tewes Tralau,et al.  Transcriptomic Analysis of the Sulfate Starvation Response of Pseudomonas aeruginosa , 2007, Journal of bacteriology.

[89]  N. Casali,et al.  A phylogenomic analysis of the Actinomycetales mce operons , 2007, BMC Genomics.

[90]  J. Kilbane,et al.  Microbial biocatalyst developments to upgrade fossil fuels. , 2006, Current opinion in biotechnology.

[91]  Raymond L. Hovey,et al.  MprAB Is a Stress-Responsive Two-Component System That Directly Regulates Expression of Sigma Factors SigB and SigE in Mycobacterium tuberculosis , 2006, Journal of bacteriology.

[92]  Uwe Sauer,et al.  The PEP-pyruvate-oxaloacetate node as the switch point for carbon flux distribution in bacteria. , 2005, FEMS microbiology reviews.

[93]  E. Muñoz-Elías,et al.  Mycobacterium tuberculosis isocitrate lyases 1 and 2 are jointly required for in vivo growth and virulence , 2005, Nature Medicine.

[94]  F. Borges,et al.  Identification of Streptococcus thermophilus CNRZ368 Genes Involved in Defense against Superoxide Stress , 2004, Applied and Environmental Microbiology.

[95]  K. Maruhashi,et al.  Enhanced desulfurization in a transposon-mutant strain of Rhodococcus erythropolis , 2003, Biotechnology Letters.

[96]  A. Elbein,et al.  New insights on trehalose: a multifunctional molecule. , 2003, Glycobiology.

[97]  F. Monot,et al.  Multi-criteria comparison of resting cell activities of bacterial strains selected for biodesulfurization of petroleum compounds , 2003 .

[98]  R. Hynes,et al.  Distribution and evolution of von Willebrand/integrin A domains: widely dispersed domains with roles in cell adhesion and elsewhere. , 2002, Molecular biology of the cell.

[99]  Yasuhiro Tanaka,et al.  The cbs mutant strain of Rhodococcus erythropolis KA2-5-1 expresses high levels of Dsz enzymes in the presence of sulfate , 2002, Archives of Microbiology.

[100]  M. Kertesz,et al.  Desulfurization and desulfonation: applications of sulfur-controlled gene expression in bacteria , 2001, Applied Microbiology and Biotechnology.

[101]  V. Deretic,et al.  Mycobacterium tuberculosis signal transduction system required for persistent infections , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[102]  O. Meyer,et al.  Sequence analysis, characterization and CO-specific transcription of the cox gene cluster on the megaplasmid pHCG3 of Oligotropha carboxidovorans. , 1999, Gene.

[103]  L. Ju,et al.  Toxicity of dibenzothiophene to thermophile Sulfolobus acidocaldarius grown in sucrose medium , 1998 .

[104]  S. Sakuda,et al.  Mycothiol, 1‐O‐(2′‐[N‐acetyl‐L‐cysteinyl]amido‐2′‐deoxy‐α‐D‐glucopyranosyl)‐D‐myo‐inositol, is the factor of NAD/factor‐dependent formaldehyde dehydrogenase , 1997, FEBS letters.

[105]  J. Beardall,et al.  Effect of salinity on fatty acid composition of a green microalga from an Antarctic hypersaline lake. , 1997 .

[106]  G. Schoofs,et al.  Characterization of the Rhodococcus sp. NI86/21 gene encoding alcohol: N,N′-dimethyl-4-nitrosoaniline oxidoreductase inducible by atrazine and thiocarbamate herbicides , 1995, Archives of Microbiology.

[107]  G. Björk,et al.  The methylthio group (ms2) of N6-(4-hydroxyisopentenyl)-2-methylthioadenosine (ms2io6A) present next to the anticodon contributes to the decoding efficiency of the tRNA , 1995, Journal of bacteriology.

[108]  G. Schoofs,et al.  Degradation of the thiocarbamate herbicide EPTC (S-ethyl dipropylcarbamothioate) and biosafening by Rhodococcus sp. strain NI86/21 involve an inducible cytochrome P-450 system and aldehyde dehydrogenase , 1995, Journal of bacteriology.

[109]  Edwin S. Olson,et al.  Identification and Cloning of Genes Involved in Specific Desulfurization of Dibenzothiophene by Rhodococcus sp. Strain IGTS8 , 1993, Applied and environmental microbiology.

[110]  R. V. van Spanning,et al.  Isolation and characterization of the moxJ, moxG, moxI, and moxR genes of Paracoccus denitrificans: inactivation of moxJ, moxG, and moxR and the resultant effect on methylotrophic growth , 1991, Journal of bacteriology.

[111]  J. Kilbane Sulfur-specific microbial metabolism of organic compounds , 1990 .

[112]  Y. Hirota,et al.  Isolation and characterization of an Escherichia coli mutant lacking tRNA-guanine transglycosylase. Function and biosynthesis of queuosine in tRNA. , 1982, The Journal of biological chemistry.

[113]  Nanocomposites for the Desulfurization of Fuels , 2020, Advances in Chemical and Materials Engineering.

[114]  M. Kuyukina,et al.  Production of Trehalolipid Biosurfactants by Rhodococcus , 2019, Biology of Rhodococcus.

[115]  N. Yoshida Oligotrophic Growth of Rhodococcus , 2019, Biology of Rhodococcus.

[116]  H. Alvarez Central Metabolism of Species of the Genus Rhodococcus , 2019, Biology of Rhodococcus.

[117]  S. Paixão,et al.  Advances in the Reduction of the Costs Inherent to Fossil Fuel Biodesulfurization Towards Its Potential Industrial Applications , 2019, Nanocomposites for the Desulfurization of Fuels.

[118]  John J. Kilbane,et al.  Biodesulfurization: How to Make it Work? , 2016, Arabian Journal for Science and Engineering.

[119]  L. Leichert,et al.  Label-free and redox proteomic analyses of the triacylglycerol-accumulating Rhodococcus jostii RHA 1 , 2015 .

[120]  Carla C. C. R. de Carvalho Adaptation of Rhodococcus erythropolis cells for growth and bioremediation under extreme conditions. , 2012, Research in microbiology.

[121]  C. Carvalho Adaptation of Rhodococcus to Organic Solvents , 2010 .

[122]  H. Alvarez Biology of Rhodococcus , 2010 .

[123]  Brad T. Sherman,et al.  Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources , 2008, Nature Protocols.

[124]  K. Maruhashi,et al.  Isolation of a recombinant desulfurizing 4,6-diproply dibenzothiophene in n-tetradecane. , 2003, Journal of bioscience and bioengineering.

[125]  T. Omasa,et al.  Increase in desulfurization activity of Rhodococcus erythropolis KA2-5-1 using ethanol feeding. , 2000, Journal of bioscience and bioengineering.

[126]  W. Pearson Effective protein sequence comparison. , 1996, Methods in enzymology.

[127]  J. Kilbane,et al.  TOWARD SULFUR-FREE FUELS , 1990 .

[128]  J. Means,et al.  Sorption of dibenzothiophene by soils and sediments. , 1980 .