Abstract
This study focused on the protein expression of a Microbacterium sp. strain that utilized various concentrations of benzo(a)pyrene (BaP) as the sole source of carbon and energy under anaerobic conditions. A total of 1539 protein species were quantified by isobaric tags for relative and absolute quantitation (iTRAQ) coupled with LC-MS/MS. GO, COG, and pathway enrichment analysis showed that most proteins demonstrated catalytic and binding functions and were mainly involved in metabolic processes, cellular processes, and single-organism processes. Sixty-two proteins were found in their abundances in BaP-stress conditions different from normal conditions. These proteins function in the metabolic pathways; the biosynthesis of secondary metabolites, the biosynthesis of antibiotics, microbial metabolism in diverse environments, carbon metabolism, and the biosynthesis of amino acids were markedly altered. Furthermore, enoyl-CoA hydratase was proposed to be a key protein during BaP removal of the Microbacterium sp. strain. This study provides a powerful platform for the further exploration of BaP removal, and the differentially expressed proteins provide insight into the mechanism of the BaP removal pathway.
Similar content being viewed by others
References
Agnihotri G, Liu HW (2003) Enoyl-CoA hydratase: reaction, mechanism, and inhibition. Bioorg Med Chem 11:9–20
Alber TD, Banner W, Bloomer AC, Petsko GA, Phillips D, Rivers PS, Wilson IA (1981) On the three-dimensional structure and catalytic mechanism of triose phosphate isomerase. Philos Trans R Soc Lond B 293:159–171
Ambrosoli R, Petruzzelli L, Minati JL, Marsan FA (2005) Anaerobic PAH degradation in soil by a mixed bacterial consortium under denitrifying conditions. Chemosphere 60:1231–1236
Brandi J, Dando I, Pozza ED, Biondani G, Jenkins R, Elliott V, Park K, Fanelli G, Zolla L, Costello E, Scarpa A, Cecconi D, Palmieri M (2017) Proteomic analysis of pancreatic cancer stem cells: functional role of fatty acid synthesis and mevalonate pathways. J Proteome 150:310–322
Brosch M, Yu L, Hubbard T, Choudhary J (2009) Accurate and sensive peptide identification with Mascot Percolator. J Proteome Res 8(6):3176–3181
Carvalhais V, Cerca N, Vilanova M, Vitorino R (2015) Proteomic profile of dormancy within Staphylococcus epidermidis biofilms using iTRAQ and label-free strategies. Appl Microbiol Biotechnol 99:2751–2762
Charbonneau ME, Girard V, Nikolakakis A, Campos M, Berthiaume F, Dumas F, Lépine F, Mourez M (2007) O-linked glycosylation ensures the normal conformation of the autotransporter adhesin involved in diffuse adherence. J Bacteriol 189:8880–8889
Chen C, Liu XH, Zheng WM, Zhang L, Yao J, Yang PY (2014) Screening of missing proteins in the human liver proteome by improved MRM-approach-based targeted proteomics. J Proteome Res 13(4):1969–1978
Colquhoun DR, Goldman LR, Cole RN, Gucek M, Mansharamani M, Witter FR, Apelberg BJ, Halden RU (2009) Global screening of human cord blood proteomes for biomarkers of toxic exposure and effect. Environ Health Perspect 117:832–838
Dos Santos MF, Muniz de Pádua VL, de Matos NE, Hemerly AS, Domont GB (2010) Proteome of Gluconacetobacter diazotrophicus co-cultivated with sugarcane plantlets. J Proteome 73:917–931
Dou JF, Liu X, Hu ZF (2008) Substrate interactions during anaerobic biodegradation of BTEX by the mixed cultures under nitrate reducing conditions. J Hazard Mater 158:264–272
Dua M, Singh A, Sethunathan N, Johri AK (2002) Biotechnology and bioremediation: successes and limitations. Appl Microbiol Biotechnol 59:143–152
Foor F, Janssen KA, Magasanik B (1975) Regulation of synthesis of glutamine synthetase by adenylylated glutamine synthetase. Proc Nat Acad Sci 72:4844–4848
Gao SM, Su JS, Wang J, Keuma YS, Li JQ, Li QX (2013) Multiple degradation pathways of phenanthrene by Stenotrophomonas maltophilia C6. Int Biodeterior Biodegrad 79:98–104
Gupta S, Pathak B, Fulekar MH (2015) Molecular approaches for biodegradation of polycyclic aromatic hydrocarbon compounds: a review. Rev Environ Sci Biotechnol 14:241–269
Haritash AK, Kaushik CP (2009) Biodegradation aspects of polycyclic aromatic hydrocarbons (PAHs): a review. J Hazard Mater 169:1–15
Hatefi Y (1985) The mitochondrial electron transport and oxidative phosphorylation system. Annu Rev Biochem 54:1015–1069
Hiroya T, Yuusuke Y, Takuya I, Tadayuki I, Haruyuki A (2014) An archaeal glutamate decarboxylase homolog functions as an aspartate decarboxylase and is involved in β-alanine and coenzyme A biosynthesis. J Bacteriol 196:1222–1230
Huang J, Mei LH, Sheng Q, Xu J, Wu H (2008) Optimization of γ-aminobutyric acid liquid fermentation conditions and its fed-batch fermentation. J Chem Eng Chin Univ 22(4):618–623
Huang ZL, Wang HL, Huang HL, Xia LH, Chen CS, Qiu XX, Chen JB, Chen SS, Liang WH, Huang M, Lang L, Zheng QL, Wu BH, Lai GC (2012) iTRAQ-based proteomic profiling of human serum reveals down-regulation of platelet basic protein and apolipoprotein B100 in patients with hematotoxicity induced by chronic occupational benzene exposure. Toxicology 291:56–64
Jing YH, Wan JJ, Angelidaki I, Zhang SC, Luo G (2017) iTRAQ quantitative proteomic analysis reveals the pathways for methanation of propionate facilitated by magnetite. Water Res 108:212–221
Juhasz AL, Naidu R (1999) Apparent degradation of 1, 1, 1-trichloro-bis (4-chloropheny) ethane (DDT) by a Cladosporium sp. Biotechnol Lett 21(11):991–995
Kaushik CP, Haritash AK (2006) Polycyclic aromatic hydrocarbons (PAHs) and environmental health. Our Earth 3(3):1–7
Kim EJ, Kim YJ, Kim KJ (2014) Structural insights into substrate specificity of crotonase from the n-butanol producing bacterium Clostridium acetobutylicum. Biochem Biophys Res Commun 451:431–435
Laban NA, Selesi D, Rattei T, Tischler P, Meckenstock RU (2010) Identification of enzymes involved in anaerobic benzene degradation by a strictly anaerobic iron-reducing enrichment culture. Environ Microbiol 12(10):2783–2796
Ma Q, Zou Y, Lv Y, Song H, Yuan YJ (2014) Comparative proteomic analysis of experimental evolution of the Bacillus cereus-Ketogulonicigenium vulgare co-culture. PLoS One 9:e91789
Machín-Ramírez C, Morales D, Martínez-Morales F, Okoh AI, Trejo-Hernández MR (2010) Benzo[a]pyrene removal by axenic- and co-cultures of some bacterial and fungal strains. Int Biodeterior Biodegrad 64:538–544
Mahler HR, Douglas J (1957) Mechanisms of enzyme-catalyzed oxidation-reduction reactions. I. An investigation of the yeast alcohol dehydrogenase reaction by means of the isotope rate effect. J Am Chem Soc 79(5):1159–1166
Majcherczyk A, Johannes C, Hüttermann A (1998) Oxidation of polycyclic aromatic hydrocarbons (PAH) by laccase of Trametes versicolor. Enzym Microb Technol 22(5):335–341
Marsh E, Alvarez S, Hicks LM, Barbazuk WB, Qiu WP, Kovacs L, Schachtman D (2010) Changes in protein abundance during powdery mildew infection of leaf tissues of Cabernet Sauvignon grape-vine (Vitis vinifera L.) Proteomics 10:2057–2064
Meckenstock RU, Michael S, Christian G (2004) Anaerobic degradation of polycyclic aromatic hydrocarbons. FEMS Microbiol Ecol 49:27–36
Qin W, Zhu Y, Fan FQ, Wang YY, Liu X, Ding AZ, Dou JF (2017) Biodegradation of benzo(a)pyrene by Microbacterium sp. strain under denitrification: degradation pathway and effects of limiting electron acceptors or carbon source. Biochem Eng J 121:131–138
Ross PL, Huang YN, Marchese JN, Williamson B, Parker K, Hattan S, Khainovski N, Pillai S, Dey S, Daniels S, Purkayastha S, Juhasz P, Martin S, Bartlet-Jones M, He F, Jacobson A, Pappin DJ (2004) Multiplexed protein quantitation in Saccharomyces cerevisiae using amine-reactive isobaric tagging reagents. Mol Cell Proteomics 3:1154–1169
Safinowski M, Meckenstock RU (2004) Enzymatic reactions in anaerobic 2-methylnaphthalene degradation by the sulphate-reducing enrichment culture N 47. FEMS Microbiol Lett 240:99–104
Savitski MM, Wilhelm M, Hahne H, Kuster B, Bantscheff M (2015) A scalable approach for protein false discovery rate estimation in large proteomic data sets. Mol Cell Proteomics 14(9):2394–2400
Schneider J, Grosser R, Jayasimhulu K, Xue W, Warshawsky D (1996) Degradation of pyrene, benzo[a]anthracene, and benzo[a]pyrene by Mycobacterium sp. strain RJGII-135, isolated from a former coal gasification site. Appl Environ Microbiol 62(1):13–19
Singh A, Ward OP (2004) Biodegradation and bioremediation (series: soil biology, vol. 2). J Soils Sediments 4(3):209
Su LX, Zhou LS, Liu JW, Cen Z, Wu CY, Wang T, Zhou T, Chang D, GuoYH FXQ, Wang JF, Li TZ, Yin SJ, Dai WH, ZhouYP ZJ, Fang CX, Yang RF, Liu CT (2014) Phenotypic, genomic, transcriptomic and proteomic changes in Bacillus cereus after a short-term space flight. Adv Space Res 53:18–29
Thomas JG, Baneyx F (2000) ClpB and HtpG facilitate de novo protein folding in stressed Escherichia coli cells. Mol Microbiol 36:1360–1370
Tsai JC, Kumar M, Lin JG (2009) Anaerobic biotransformation of fluorene and phenanthrene by sulfate-reducing bacteria and identification of biotransformation pathway. J Hazard Mater 164:847–855
Verrhiest GJ, Clément B, Volat B, Montuelle B, Perrodin Y (2002) Interactions between a polycyclic aromatic hydrocarbon mixture and the microbial communities in a natural freshwater sediment. Chemosphere 46:187–196
Wagner MA, Zahrl D, Rieser G, Koraimann G (2009) Growth phase- and cell division-dependent activation and inactivation of the σ32 regulon in Escherichia coli. J Bacteriol 191(5):1695–1702
Wang J, Yu LB, Huang XH, Wang YC, Zhao JZ (2016) Comparative proteome analysis of saccular intracranial aneurysms with iTRAQ quantitative proteomics. J Proteome 130:120–128
Waterson RM, Hill RL (1972) Enoyl coenzyme A hydratase (crotonase) catalytic properties of crotonase and its possible regulatory role in fatty acid oxidation. J Biol Chem 247(16):5258–5265
Wells T Jr, Ragauskas AJ (2012) Biotechnological opportunities with the β-ketoadipate pathway. Trends Biotechnol 30:627–637
Wen B, Zhou R, Feng Q, Wang Q, Wang J, Liu S (2014) IQuant: an automated pipeline for quantitative proteomics based upon isobaric tags. Proteomics 14:2280–2285
White PA, Claxton LD (2004) Benzo[a]pyrene, polynuclear aromatic compounds, part 1. Mutat Res 567:227–345
Wu L, Lin SP, Li D (2008) Comparative inhibition studies of enoyl-CoA hydratase 1 and enoyl-CoA hydratase 2 in long-chain fatty acid oxidation. Org Lett 10(15):3355–3358
Zhang H, Kallimanis A, Koukkou AI, Drainas C (2004) Isolation and characterization of novel bacteria degrading polycyclic aromatic hydrocarbons from polluted Greek soils. Appl Microbiol Biotechnol 65:124–131
Zhang LL, Zhang Y, Ren JN, Liu YL, Li JJ, Tai YN, Yang SZ, Pan SY, Fan G (2016) Proteins differentially expressed during limonene biotransformation by Penicillium digitatum DSM 62840 were examined using iTRAQ labeling coupled with 2D-LC-MS/MS. J Ind Microbiol Biotechnol 43:1481–1495
Zhu X, Xie SB, Armengaud J, Xie W, Guo ZJ, Kang S, Wu QJ, Wang SL, Xia JX, He RJ, Zhang YJ (2016) Tissue-specific proteogenomic analysis of Plutella xylostella larval midgut using a multi-algorithm pipeline. Mol Cell Proteomics 15:1791–1807
Funding
This work was supported by the National Natural Science Foundation of China [grant numbers 51579010] and the Fundamental Research Funds for the Central Universities [grant numbers 2014NT32].
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Competing interest
The authors declare that they have no conflict of interest.
Ethical approval
This article does not contain any studies with human participants or animals performed by any of the authors.
Electronic supplementary materials
ESM 1
(PDF 170 kb)
Rights and permissions
About this article
Cite this article
Dou, J., Qin, W., Ding, A. et al. iTRAQ-based proteomic profiling of a Microbacterium sp. strain during benzo(a)pyrene removal under anaerobic conditions. Appl Microbiol Biotechnol 101, 8365–8377 (2017). https://doi.org/10.1007/s00253-017-8536-6
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00253-017-8536-6