Abstract
This study aimed to evaluate the differences in the characteristics of extracellular polymeric substances (EPSs) secreted by Mycobacterium gilvum SN12 (M.g. SN12) cultured on pyrene (Pyr) and benzo[a]pyrene (BaP). A heating method was used to extract EPSs from M.g. SN12, and the composition, emulsifying activity, and morphology of EPS extracts were investigated. Results showed that EPS extracts varied significantly with Pyr or BaP addition to the bacterial cultures. The concentration of proteins and carbohydrates, the main components of the EPS extracts, first increased and then decreased, with an increase in the concentration of Pyr (0–120 mg L−1) and BaP (0–120 mg L−1). A similar trend was observed for the emulsifying activity of the EPS extracts. EPSs extracted from all cultures exhibited a compact structure with a smooth surface, except for EPSs extracted from BaP-grown M.g. SN12, which revealed a more fragile and softer surface. These findings suggest that Pyr and BaP had different influences on the properties of isolated EPSs, providing insights into the mechanism underlying polycyclic aromatic hydrocarbons (PAHs) biodegradation by some EPS-secreting bacteria. To the best of our knowledge, this is the first report on the texture profile of EPS samples extracted from M.g. SN12 grown on PAHs.
Similar content being viewed by others
Availability of data and materials
Not applicable.
References
Aguilera A, Souza-Egipsy V, San Martín-Uriz P et al (2008) Extraction of extracellular polymeric substances from extreme acidic microbial biofilms. Appl Microbiol Biotechnol 78:1079–1088. https://doi.org/10.1007/s00253-008-1390-9
Ahmed Z, Wang YP, Anjum N et al (2013) Characterization of exopolysaccharide produced by Lactobacillus kefiranofaciens ZW3 isolated from Tibet kefir—part II. Food Hydrocoll 30:343–350. https://doi.org/10.1016/j.foodhyd.2012.06.009
Ali M, Song X, Ding D et al (2022) Bioremediation of PAHs and heavy metals co-contaminated soils: challenges and enhancement strategies. Environ Pollut 295:118686. https://doi.org/10.1016/j.envpol.2021.118686
Aquino SF, Stuckey DC (2004) Soluble microbial products formation in anaerobic chemostats in the presence of toxic compounds. Water Res 38:255–266. https://doi.org/10.1016/j.watres.2003.09.031
Bai L, Xu H, Wang C et al (2016) Extracellular polymeric substances facilitate the biosorption of phenanthrene on cyanobacteria Microcystis aeruginosa. Chemosphere 162:172–180. https://doi.org/10.1016/j.chemosphere.2016.07.063
Bourven I, Costa G, Guibaud G (2012) Qualitative characterization of the protein fraction of exopolymeric substances (EPS) extracted with EDTA from sludge. Bioresour Technol 104:486–496. https://doi.org/10.1016/j.biortech.2011.11.033
Camacho-Chab JC, Guézennec J, Chan-Bacab MJ et al (2013) Emulsifying activity and stability of a non-toxic bioemulsifier synthesized by Microbacterium sp. MC3B-10. Int J Mol Sci 14:18959–18972. https://doi.org/10.3390/ijms140918959
Castellane TCL, Campanharo JC, Colnago LA et al (2017) Characterization of new exopolysaccharide production by Rhizobium tropici during growth on hydrocarbon substrate. Int J Biol Macromol 96:361–369. https://doi.org/10.1016/j.ijbiomac.2016.11.123
Chen W, Westerhoff P, Leenheer JA et al (2003) Fluorescence excitation-emission matrix regional integration to quantify spectra for dissolved organic matter. Environ Sci Technol 37:5701–5710. https://doi.org/10.1021/es034354c
Chen Y, Yao J, Chen K et al (2010) Microcalorimetric investigation of the toxic action of pyrene on the growth of PAH-degrading bacteria Acinetobacter junii. J Environ Sci Health A Tox Hazard Subst Environ Eng 45:668–673. https://doi.org/10.1080/10934521003648826
Chen T, Zhou Y, Ng I et al (2015) Formation and characterization of extracellular polymeric substance from Shewanella xiamenensis BC01 under calcium stimulation. J Taiwan Inst Chem Eng 57:175–181. https://doi.org/10.1016/j.jtice.2015.05.031
Chen K, Wang Q, Fu Y et al (2021a) Weak interaction-alleviated toxicity of aromatic compounds in EPS matrices: quantifying the noncovalent bonding-to-EPS ecoservice chain. J Hazard Mater 416:125824. https://doi.org/10.1016/j.jhazmat.2021.125824
Chen Y, Wang M, Zhou X et al (2021b) Sorption fractionation of bacterial extracellular polymeric substances (EPS) on mineral surfaces and associated effects on phenanthrene sorption to EPS-mineral complexes. Chemosphere 263:128264. https://doi.org/10.1016/j.chemosphere.2020.128264
Du H, Qu C, Liu J et al (2017) Molecular investigation on the binding of Cd(II) by the binary mixtures of montmorillonite with two bacterial species. Environ Pollut 229:871–878. https://doi.org/10.1016/j.envpol.2017.07.052
Fedorenko AG, Chernikova N, Minkina T et al (2021) Effects of benzo[a]pyrene toxicity on morphology and ultrastructure of Hordeum sativum. Environ Geochem Health 43:1551–1562. https://doi.org/10.1007/s10653-020-00647-7
Frølund B, Griebe T, Nielsen PH (1995) Enzymatic activity in the activated-sludge floc matrix. Appl Microbiol Biotechnol 43:755–761
Frølund B, Palmgren R, Keiding K et al (1996) Extraction of extracellular polymers from activated sludge using a cation exchange resin. Water Res 30:1749–1758. https://doi.org/10.1016/0043-1354(95)00323-1
Gan S, Lau EV, Ng HK (2009) Remediation of soils contaminated with polycyclic aromatic hydrocarbons (PAHs). J Hazard Mater 172:532–549. https://doi.org/10.1016/j.jhazmat.2009.07.118
Ghosh P, Mukherji S (2021) Growth kinetics of Pseudomonas aeruginosa RS1 on fluorene and dibenzothiophene, concomitant degradation kinetics and uptake mechanism. 3 Biotech 11:195. https://doi.org/10.1007/s13205-021-02742-7
González-González M, Mayolo-Deloisa K, Rito-Palomares M et al (2011) Colorimetric protein quantification in aqueous two-phase systems. Process Biochem 46:413–417. https://doi.org/10.1016/j.procbio.2010.08.026
Guibaud G, van Hullebusch E, Bordas F et al (2009) Sorption of Cd(II) and Pb(II) by exopolymeric substances (EPS) extracted from activated sludges and pure bacterial strains: modeling of the metal/ligand ratio effect and role of the mineral fraction. Bioresour Technol 100:2959–2968. https://doi.org/10.1016/j.biortech.2009.01.040
Haritash AK, Kaushik CP (2009) Biodegradation aspects of polycyclic aromatic hydrocarbons (PAHs): a review. J Hazard Mater 169:1–15. https://doi.org/10.1016/j.jhazmat.2009.03.137
Henriques ID, Love NG (2007) The role of extracellular polymeric substances in the toxicity response of activated sludge bacteria to chemical toxins. Water Res 41:4177–4185. https://doi.org/10.1016/j.watres.2007.05.001
Hong J, Oren Z, Shai Y (1999) Structure and organization of hemolytic and nonhemolytic diastereomers of antimicrobial peptides in membranes. Biochemistry 38:16963–16973. https://doi.org/10.1021/Bi991850y
Hu Q, Zhou N, Rene ER et al (2019) Stimulation of anaerobic biofilm development in the presence of low concentrations of toxic aromatic pollutants. Bioresour Technol 281:26–30. https://doi.org/10.1016/j.biortech.2019.02.076
Hudson N, Baker A, Ward D et al (2008) Can fluorescence spectrometry be used as a surrogate for the biochemical oxygen demand (BOD) test in water quality assessment? An example from South West England. Sci Total Environ 391:149–158. https://doi.org/10.1016/j.scitotenv.2007.10.054
Jia CY, Li PJ, Li XJ et al (2011) Degradation of pyrene in soils by extracellular polymeric substances (EPS) extracted from liquid cultures. Process Biochem 46:1627–1631. https://doi.org/10.1016/j.procbio.2011.05.005
Jia CY, Li XJ, Zhang LF et al (2017) Extracellular polymeric substances from a fungus are more effective than those from a bacterium in polycyclic aromatic hydrocarbon biodegradation. Water Air Soil Pollut 228:195. https://doi.org/10.1007/S11270-017-3330-8
Juhasz AL, Britz ML, Stanley GA (1997) Degradation of fluoranthene, pyrene, benz[a]anthracene and dibenz[a, h]anthracene by Burkholderia cepacia. J Appl Microbiol 83:189–198
Kong Q, He X, Feng Y et al (2017) Pollutant removal and microorganism evolution of activated sludge under ofloxacin selection pressure. Bioresour Technol 241:849–856. https://doi.org/10.1016/j.biortech.2017.06.019
Laemmli UK (1970) Cleavage of structural proteins during the assembly of the head of bacteriophage T4. Nature 227:680–685
Lee BM, Shin HS, Hur J (2013) Comparison of the characteristics of extracellular polymeric substances for two different extraction methods and sludge formation conditions. Chemosphere 90:237–244. https://doi.org/10.1016/j.chemosphere.2012.06.060
Li XY, Yang SF (2007) Influence of loosely bound extracellular polymeric substances (EPS) on the flocculation, sedimentation and dewaterability of activated sludge. Water Res 41:1022–1030. https://doi.org/10.1016/j.watres.2006.06.037
Li K, Wei D, Yan T et al (2016) Responses of soluble microbial products and extracellular polymeric substances to the presence of toxic 2,6-dichlorophenol in aerobic granular sludge system. J Environ Manage 183:594–600. https://doi.org/10.1016/j.jenvman.2016.09.014
Liang Z, Li W, Yang S et al (2010) Extraction and structural characteristics of extracellular polymeric substances (EPS), pellets in autotrophic nitrifying biofilm and activated sludge. Chemosphere 81:626–632. https://doi.org/10.1016/j.chemosphere.2010.03.043
Liu Y, Fang HHP (2003) Influences of extracellular polymeric substances (EPS) on flocculation, settling, and dewatering of activated sludge. Crit Rev Environ Sci Technol 33:237–273. https://doi.org/10.1080/10643380390814479
Liu A, Ahn IS, Mansfield C et al (2001) Phenanthrene desorption from soil in the presence of bacterial extracellular polymer: observations and model predictions of dynamic behavior. Water Res 35:835–843. https://doi.org/10.1016/S0043-1354(00)00324-9
Liu J, Zhang Z, Sheng Y et al (2018) Phenanthrene-degrading bacteria on root surfaces: a natural defense that protects plants from phenanthrene contamination. Plant Soil 425:335–350. https://doi.org/10.1007/s11104-0183575-z
Lu C, Hong Y, Liu J et al (2019) A PAH-degrading bacterial community enriched with contaminated agricultural soil and its utility for microbial bioremediation. Environ Pollut 251:773–782. https://doi.org/10.1016/j.envpol.2019.05.044
Maalej H, Hmidet N, Boisset C et al (2016) Rheological and emulsifying properties of a gel-like exopolysaccharide produced by Pseudomonas stutzeri AS22. Food Hydrocoll 52:634–647. https://doi.org/10.1016/j.foodhyd.2015.07.010
Mathivanan K, Chandirika JU, Mathimani T et al (2020) Optimization, compositional analysis, and characterization of exopolysaccharides produced by multi-metal resistant Bacillus cereus KMS3–1. Carbohydr Polym 227:115369. https://doi.org/10.1016/j.carbpol.2019.115369
Moretto C, Castellane TCL, Lopes EM et al (2015) Chemical and rheological properties of exopolysaccharides produced by four isolates of rhizobia. Int J Biol Macromol 81:291–298. https://doi.org/10.1016/j.ijbiomac.2015.07.056
Oberoi AS, Philip L (2018) Variation in cell surface characteristics and extracellular polymeric substances during the biodegradation of monocyclic and heterocyclic aromatic hydrocarbons in single and multi-substrate systems. Environ Technol 39:3115–3126. https://doi.org/10.1080/09593330.2017.1375019
Pan XL, Liu J, Zhang DY (2010) Binding of phenanthrene to extracellular polymeric substances (EPS) from aerobic activated sludge: a fluorescence study. Colloids Surf B Biointerfaces 80:103–106. https://doi.org/10.1016/j.colsurfb.2010.05.002
Premnath N, Mohanrasu K, Guru Raj Rao R et al (2021) Effect of C/N substrates for enhanced extracellular polymeric substances (EPS) production and polycyclic aromatic hydrocarbons (PAHs) degradation. Environ Pollut 275:116035. https://doi.org/10.1016/j.envpol.2020.116035
Rodrigues AC, Wuertz S, Brito AG et al (2005) Fluorene and phenanthrene uptake by Pseudomonas putida ATCC 17514: kinetics and physiological aspects. Biotechnol Bioeng 90:281–289. https://doi.org/10.1002/bit.20377
Sack U, Heinze TM, Deck J et al (1997) Comparison of phenanthrene and pyrene degradation by different wood-decaying fungi. Appl Environ Microbiol 63:3919–3925
Sheng GP, Yu HQ (2006) Characterization of extracellular polymeric substances of aerobic and anaerobic sludge using three-dimensional excitation and emission matrix fluorescence spectroscopy. Water Res 40:1233–1239. https://doi.org/10.1016/j.watres.2006.01.023
Sheng GP, Yu HQ, Yu Z (2005) Extraction of extracellular polymeric substances from the photosynthetic bacterium Rhodopseudomonas acidophila. Appl Microbiol Biotechnol 67:125–130. https://doi.org/10.1007/s00253-004-1704-5
Sheng GP, Zhang ML, Yu HQ (2008) Characterization of adsorption properties of extracellular polymeric substances (EPS) extracted from sludge. Colloids Surf B Biointerfaces 62:83–90. https://doi.org/10.1016/j.colsurfb.2007.09.024
Siddharth T, Sridhar P, Vinila V et al (2021) Environmental applications of microbial extracellular polymeric substance (EPS): a review. J Environ Manag 287:112307. https://doi.org/10.1016/j.jenvman.2021.112307
Sun R, Jin J, Sun G et al (2010) Screening and degrading characteristics and community structure of a high molecular weight polycyclic aromatic hydrocarbon-degrading bacterial consortium from contaminated soil. J Environ Sci (china) 22:1576–1585. https://doi.org/10.1016/s1001-0742(09)60292-8
Suresh Kumar AS, Mody K, Jha B (2007) Evaluation of biosurfactant/bioemulsifier production by a marine bacterium. Bull Environ Contam Toxicol 79:617–621. https://doi.org/10.1007/s00128-007-9283-7
Tian X, Shen Z, Han Z et al (2019) The effect of extracellular polymeric substances on exogenous highly toxic compounds in biological wastewater treatment: an overview. Bioresour Technol Rep 5:28–42. https://doi.org/10.1016/j.biteb.2018.11.009
Tourney J, Ngwenya BT, Fred Mosselmans JW et al (2009) Physical and chemical effects of extracellular polymers (EPS) on Zn adsorption to Bacillus licheniformis S-86. J Colloid Interface Sci 337:381–389. https://doi.org/10.1016/j.jcis.2009.05.067
Urai M, Anzai H, Ogihara J et al (2006) Structural analysis of an extracellular polysaccharide produced by Rhodococcus rhodochrous strain S-2. Carbohydr Res 341:766–775. https://doi.org/10.1016/j.carres.2005.12.013
Vidhyalakshmi R, Valli Nachiyar C, Narendra Kumar G et al (2018) Production, characterization and emulsifying property of exopolysaccharide produced by marine isolate of Pseudomonas fluorescens. Biocatal Agric Biote 16:320–325. https://doi.org/10.1016/j.bcab.2018.08.023
Vimalnath S, Subramanian S (2018) Studies on the biosorption of Pb(II) ions from aqueous solution using extracellular polymeric substances (EPS) of Pseudomonas aeruginosa. Colloids Surf B Biointerfaces 172:60–67. https://doi.org/10.1016/j.colsurfb.2018.08.024
Vinothini G, Latha S, Arulmozhi M et al (2019) Statistical optimization, physio-chemical and bio-functional attributes of a novel exopolysaccharide from probiotic Streptomyces griseorubens GD5. Int J Biol Macromol 134:575–587. https://doi.org/10.1016/j.ijbiomac.2019.05.011
Wang SY, Xu XL, Liu QL et al (2001) The application of fluorescence spectroscopy in the study on protein conformation. Progr Chem-China 13:257–260
Wang Y, Li C, Liu P et al (2010) Physical characterization of exopolysaccharide produced by Lactobacillus plantarum KF5 isolated from Tibet Kefir. Carbohydr Polym 82:895–903. https://doi.org/10.1016/j.carbpol.2010.06.013
Wick LY, Wattiau P, Harms H (2002) Influence of the growth substrate on the mycolic acid profiles of mycobacteria. Environ Microbiol 4:612–616. https://doi.org/10.1046/j.1462-2920.2002.00340.x
Wick LY, Pasche N, Bernasconi SM et al (2003) Characterization of multiple-substrate utilization by anthracene-degrading Mycobacterium frederiksbergense LB501T. Appl Environ Microbiol 69:6133–6142. https://doi.org/10.1128/AEM.69.10.6133-6142.2003
Willumsen PA, Karlson U (1997) Screening of bacteria, isolated from PAH-contaminated soils, for production of biosurfactants and bioemulsifiers. Biodegradation 7:415–423. https://doi.org/10.1007/Bf00056425
Yang Y, Feng F, Zhou Q et al (2019) Isolation, purification, and characterization of exopolysaccharide produced by Leuconostoc citreum N21 from dried milk cake. Trans Tianjin Univ 25:161–168. https://doi.org/10.1007/s12209-018-0143-9
Zhang JQ, Dong YH (2008) Effect of low-molecular-weight organic acids on the adsorption of norfloxacin in typical variable charge soils of China. J Hazard Mater 151:833–839. https://doi.org/10.1016/j.jhazmat.2007.11.046
Zhang Z, Xia S, Wang X et al (2009) A novel biosorbent for dye removal: extracellular polymeric substance (EPS) of Proteus mirabilis TJ-1. J Hazard Mater 163:279–284. https://doi.org/10.1016/j.jhazmat.2008.06.096
Zheng CG, He JL, Wang YL et al (2011) Hydrocarbon degradation and bioemulsifier production by thermophilic Geobacillus pallidus strains. Bioresour Technol 102:9155–9161. https://doi.org/10.1016/j.biortech.2011.06.074
Zhou J, Wang JJ, Baudon A et al (2013) Improved fluorescence excitation-emission matrix regional integration to quantify spectra for fluorescent dissolved organic matter. J Environ Qual 42:925–930. https://doi.org/10.2134/jeq2012.0460
Zhu L, Qi HY, Lv ML et al (2012) Component analysis of extracellular polymeric substances (EPS) during aerobic sludge granulation using FTIR and 3D-EEM technologies. Bioresour Technol 124:455–459. https://doi.org/10.1016/j.biortech.2012.08.059
Acknowledgements
We would like to express my gratitude to all those who helped me during the writing of this manuscript. We gratefully acknowledge Associate Professor Liping Weng for her comments and suggestions. We appreciated Xinyan Li for her help during the cultivation of bacteria. Finally, we thank the financial support from all the funder mentioned in the funding.
Funding
This work was supported by the Natural Science Foundation of China (No. 41673132), Natural Science Foundation of Liaoning Province of China (No. 2021-MS-027), Innovation Program in Sciences and Technologies for Young and Middle-aged Scientists (No. RC200123).
Author information
Authors and Affiliations
Contributions
CJ carried out the experiment and was a major contributor in writing the manuscript. CL took part in the design of the investigation and analysis of collected samples. ZG took part in studying three-dimensional excitation and emission matrix fluorescence of extracellular polymeric substance (EPS) extracts. XL took part in the data interpretation and writing the manuscript. ZN developed the characterisation of EPS extracts. All the authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no competing interest.
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Additional information
Communicated by Erko Stackebrandt.
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Jia, C., Liu, C., Gong, Z. et al. Differences in the properties of extracellular polymeric substances responsible for PAH degradation isolated from Mycobacterium gilvum SN12 grown on pyrene and benzo[a]pyrene. Arch Microbiol 204, 227 (2022). https://doi.org/10.1007/s00203-022-02849-2
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s00203-022-02849-2