ORIGINAL RESEARCH
Microbial Succession and Related Sulphur Metabolism Pathways in the Treatment of Oily Wastewater from Ships
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1
School of Resources and Environmental Engineering, Shanghai Polytechnic University, Shanghai 201209, China
 
2
Zhong An United Coal Chemical Co., Ltd., Huainan 232000, China
 
3
Shanghai Chimbusco Marine Bunker Co., Ltd., Shanghai 200080, China
 
 
Submission date: 2026-02-26
 
 
Final revision date: 2026-06-03
 
 
Acceptance date: 2026-06-27
 
 
Online publication date: 2026-08-13
 
 
Corresponding author
Jue Dai   

School of Resources and Environmental Engineering, Shanghai Polytechnic University, Shanghai 201209, China
 
 
Shuai Chen   

School of Resources and Environmental Engineering, Shanghai Polytechnic University, No 2360, Jinhai Rd, 201209, Shanghai, China
 
 
 
KEYWORDS
TOPICS
ABSTRACT
The microbial succession in activated sludge for the treatment of oily wastewater from ships was investigated by high-throughput sequencing of the 16s rRNA gene, and the microbial metabolic pathways of sulphur were determined. Proteobacteria was the dominant phylum, with a relative abundance of 57.2%-88.0%, and Thiobios and Thiobacillus played an important role in the associated sulphur metabolism. Diversity and species differentiation analyses showed that sample A4 after 1 year of domestication had the lowest species diversity. The species with large differences were Thiobios, SM1A02, Thiobacillus, and Flavobacterium. Sulphite oxidation to sulphate occurs through the sulphite oxidase (SO) pathway. Sulphur-oxidising bacteria such as Thiobios and Thiobacillus convert sulphite into sulphate through the SO pathway using sulphite-oxidising enzymes. In addition, the sulphite dehydrogenase and reverse heterogeneous sulphate reduction pathways were predicted. These pathways may jointly participate in and regulate the sulphur cycle during the treatment process of oily wastewater from ships. This paper systematically reveals the succession patterns of functional microorganisms in the biological treatment of oily wastewater from ships and the key sulphur metabolic pathways, providing a microbiological basis for optimising the biological treatment process of oily wastewater from ships and enhancing the efficiency of sulphur metabolism.
CONFLICT OF INTEREST
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
REFERENCES (42)
1.
GRYTA M. Bilge water separation by membrane distillation. Separation and Purification Technology, 237, 116332, 2020.
 
2.
ZIS T.P., CULLINANE K. The desulphurisation of shipping: Past, present and the future under a global cap. Transportation Research Part D: Transport and Environment, 82, 102316, 2020.
 
3.
BACH M., SCHOENBRUNN F. Liquid-Solid Separation: De-Sanding-Flocculation, Sedimentation and Liquor Filtration. In: RAAHAUGE B.E., WILLIAMS F.S. (eds) Smelter Grade Alumina from Bauxite: History, Best Practices, and Future Challenges, Springer Series in Materials Science, Springer, Cham.: Vol 320, pp. 241, 2022.
 
4.
VARJANI S., JOSHI R., SRIVASTAVA V.K., NGO H.H., GUO W. Treatment of wastewater from petroleum industry: current practices and perspectives. Environmental Science and Pollution Research, 27 (22), 27172, 2020.
 
5.
ELKAIME H., ELHAQ S.L., LOUKILI A. A Review and Current Practices on the Valorization of Ship-Generated Oily Waste. IFAC-PapersOnLine. 58 (13), 817, 2024.
 
6.
CHIPASA K.B. Limits of physicochemical treatment of wastewater in the vegetable oil refining industry. Polish Journal of Environmental Studies, 10 (3), 141, 2001.
 
7.
KANG Z. Biological treatment of wastewater from heavy oil recovery. Petroleum Science and Technology, 32 (9), 1065, 2014.
 
8.
VYRIDES I., DRAKOU E.-M., IOANNOU S., MICHAEL F., GATIDOU G., STASINAKIS A.S. Biodegradation of bilge water: Batch test under anaerobic and aerobic conditions and performance of three pilot aerobic Moving Bed Biofilm Reactors (MBBRs) at different filling fractions. Journal of Environmental Management, 217, 356, 2018.
 
9.
ZHANG A., GAO C., CHEN T., XIE Y., WANG X. Treatment of fracturing wastewater by anaerobic granular sludge: The short-term effect of salinity and its mechanism. Bioresource Technology, 345, 126538, 2022.
 
10.
HU X., LIU J., LIU H., ZHUANG G., XUN L. Sulphur metabolism by marine heterotrophic bacteria involved in sulphur cycling in the ocean. Science China Earth Sciences, 61 (10), 1369, 2018.
 
11.
HÖYTIÄ H.M.A., KARHU J.A., PELTONEN P.T., O'BRIEN H., HALKOAHO T., MYLLYPERKIÖ M. Isotope records of carbon, oxygen and sulphur reveal the role of sulphate evaporites in the formation of Sakatti Cu-Ni-PGE sulphide ore, Central Lapland Greenstone belt, Finland. Ore Geology Reviews, 190, 107159, 2026.
 
12.
ZHANG T.-T., OO E.M.M., CHEN B.-L., LIU L., ZHAO Q.-B., YANG J.-C.E., ZHENG Y.-M. Machine learning coupling microbial succession to decipher gas stripping-reinforced sulphate reduction for hydrogen sulphide removal. Bioresource Technology, 438, 133169, 2025.
 
13.
TIAN W., ZHAO Y., SUN H., BAI J., WANG Y., WU C. The effect of irrigation with oil-polluted water on microbial communities in estuarine reed rhizosphere soils. Ecological Engineering, 70, 275, 2014.
 
14.
WANG J., ZHANG Y., DING Y., SONG H., LIU T., ZHANG Y., XU W., SHI Y. Comparing the indigenous microorganism system in typical petroleum-contaminated groundwater. Chemosphere, 311, 137173, 2023.
 
15.
KASHIF M., LIANG Q., MENG C., LI T., LUO Y., GUO F., WANG D., JIANG C. Ecological and functional diversity of sulphur-oxidising and sulphate-reducing bacteria in Chinese mangrove ecosystems: A comparative review with insights from Guangxi Beihai. Rhizosphere, 37, 101260, 2026.
 
16.
SU Z., ZHAO J., LU Z., WANG M., GUO C., SONG X., GUO X., CAI M., WU Z. The effects of different temperature conditions on sludge characteristics and microbial communities of nitritation denitrification. Journal of Water Process Engineering, 50, 103283, 2022.
 
17.
SPOSOB M., CYDZIK-KWIATKOWSKA A., BAKKE R., DINAMARCA C. Temperature-induced changes in a microbial community under autotrophic denitrification with sulphide. Process Biochemistry, 69, 161, 2018.
 
18.
CHEN Y., WANG S., GU J., ZHAN M., YU R. Potential applications, mechanisms and influencing factors of sulphate-reducing bacteria in soil and groundwater bioremediation: A review. Applied Soil Ecology, 221, 106912, 2026.
 
19.
MALTSEVA A.I., ELCHENINOV A.G., KLYUKINA A.A., KUCHIERSKAYA A.A., LEBEDINSKY A.V., FROLOV E.N. Heterotrophic lifestyle in the phylum Thermodesulfobiota revealed by physiological and genomic characterization of the acidophilic sulphate-reducing bacterium Thermodesulfobium fumaratoxidans sp. nov. Systematic and Applied Microbiology, 49 (1), 126684, 2026.
 
20.
FRENCH K.L., HACKLEY P.C., SPERLING E.A. Differentiating persistent and intermittent euxinia from the molecular derivatives of green sulphur bacteria carotenoids. Geochimica et Cosmochimica Acta, 415, 130, 2026.
 
21.
HEGE D., GEMMECKER Y., CLERMONT L., ALEKSIC I., OLEKSY G., SZALENIEC M., HEIDER J. Chapter Eight - Genetic manipulation of the betaproteobacterial genera Thauera and Aromatoleum. In Methods in Enzymology, D. Tischler Ed. Academic Press, 714, 139, 2025.
 
22.
KIM M., CHA I.-T., LEE K.-E., LI M., PARK S.-J. Pangenome analysis provides insights into the genetic diversity, metabolic versatility, and evolution of the genus Flavobacterium. Microbiology Spectrum, 11 (5), e01003, 2023.
 
23.
TIEMBLO-MARTÍN M., PISTORIO V., SAAKE P., MAHDI L., CAMPANERO-RHODES M.A., DI GIROLAMO R., DI CARLUCCIO C., MARCHETTI R., MOLINARO A., SOLÍS D., ZUCCARO A., SILIPO A. Structure and properties of the exopolysaccharide isolated from Flavobacterium sp. Root935. Carbohydrate Polymers, 343, 122433, 2024.
 
24.
HUANG C., LIU Q., CHEN X., NAN J., LI Z., WANG A. Bioaugmentation with Thiobacillus sp. H1 in an autotrophic denitrification desulphurization microbial reactor: microbial community changes and relationship. Environmental Research, 189, 109927, 2020.
 
25.
YANG Z., GUO F., WANG Q., ZHAO J., WANG Y., ZHU X., MAO Y., WU J., SONG Z., HU H., PENG W., LIU B. Diversity of activated sludge microbial community structure in different wastewater treatment plants. Biology Bulletin, 50 (3), 329, 2023.
 
26.
YE J., ZHU Y., CHEN H., ZHAO X., TANG J., ZHANG J., CHEN Y., GUO Y., TAN Y., ZHANG T. High-throughput absolute quantification sequencing reveals the adaptive succession and assembly pattern of plastisphere communities in municipal sewer systems: Influence of environmental factors and microplastic polymer types. Environmental Pollution, 342, 123136, 2024.
 
27.
MARIE V., LIN J. Microbial indicators and environmental relationships in the Umhlangane River, Durban, South Africa. Open Life Sciences, 13 (1), 385, 2018.
 
28.
QI Y., ZHONG Y., LUO L., HE J., FENG B., ZHANG X., XIA Y., REN H. Feasibility analysis of reclaimed water reuse based on water quality data and microbial community structure study. Science of The Total Environment, 951, 174781, 2024.
 
29.
JIN Z., LIANG L., ZHAO Z., ZHANG Y. Enhancing assimilatory sulphate reduction with ferrihydrite-humic acid coprecipitate in anaerobic sulphate-containing wastewater treatment. Bioresource Technology, 411, 131308, 2024.
 
30.
WOO W.H., YANG H., WONG K.P., HALLIWELL B. Sulphite oxidase gene expression in human brain and in other human and rat tissues. Biochemical and Biophysical Research Communications, 305 (3), 619, 2003.
 
31.
CORPAS F.J., TABOADA J., SáNCHEZ-ROMERA B., LÓPEZ-JARAMILLO J., PALMA J.M. Peroxisomal Sulphite Oxidase (SOX), an alternative source of NO in higher plants which is upregulated by H2S. Plant Physiology and Biochemistry, 225, 110000, 2025.
 
32.
KAPPLER U. Bacterial sulphite-oxidising enzymes. Biochimica et Biophysica Acta (BBA)-Bioenergetics, 1807 (1), 1, 2011.
 
33.
HÄNSCH R., LANG C., RENNENBERG H., MENDEL R. Significance of plant sulphite oxidase. Plant Biology, 9 (5), 589, 2007.
 
34.
FENG C., TOLLIN G., ENEMARK J.H. Sulphite oxidising enzymes. Biochimica Et Biophysica Acta (BBA)-Proteins and Proteomics, 1774 (5), 527, 2007.
 
35.
ZHOU L., DONG N., FU M., YUE X., JIAN Y., LI H., RUSSENBERGER M., ZHUANG W.-Q. Dissimilatory sulphate reduction in an anaerobic biofilm reactor for tofu processing wastewater treatment: Bacterial community and their functional genes. Science of The Total Environment, 892, 164579, 2023.
 
36.
JUVEN B.J., PIERSON M.D. Antibacterial effects of hydrogen peroxide and methods for its detection and quantitation. Journal of Food Protection, 59 (11), 1233, 1996.
 
37.
CHANCE B. The composition of catalase-peroxide complexes. Journal of Biological Chemistry, 179 (3), 1311, 1949.
 
38.
SHAN Z., ZHOU M., WANG P., YU Y., ZHANG J., WANG L., DONG A., WANG Q. An enzyme-hydrogen peroxide one-step preparation of cotton knitted fabric under low-temperature and near-neutral condition. International Journal of Biological Macromolecules, 306, 141376, 2025.
 
39.
GIGOLASHVILI T., KOPRIVA S. Transporters in plant sulphur metabolism. Frontiers in Plant Science, 5, 442, 2014.
 
40.
MARCHETTI M., DE ANGELIS F.S., ANNUNZIATO G., COSTANTINO G., PIERONI M., RONDA L., MOZZARELLI A., CAMPANINI B., CANNISTRARO S., BIZZARRI A.R., BETTATI S. A competitive O-acetylserine sulfhydrylase inhibitor modulates the formation of cysteine synthase complex. Catalysts, 11 (6), 700, 2021.
 
41.
ZHANG F., ZHU J., ZHAO Y., SHAN B., LU J., WANG H. L-cysteine-modified Ag-based nanomaterials for asymmetric electrocarboxylation of aromatic ketones. Applied Surface Science, 730, 166357, 2026.
 
42.
NAKATANI T., OHTSU I., NONAKA G., WIRIYATHANAWUDHIWONG N., MORIGASAKI S., TAKAGI H. Enhancement of thioredoxin/glutaredoxin-mediated L-cysteine synthesis from S-sulfocysteine increases L-cysteine production in Escherichia coli. Microbial Cell Factories, 11,62, 2012.
 
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