Biosynthesis of rhamnolipids from waste cooking oil by Pseudomonas aeruginosa RW9 with insights into stability and toxicity performance

Zee Kar Mun , Nur Humaira Adlin Hassan Adli , Siti Syazwani Mahamad , Mohd Nazren Radzuan , Mohd Noriznan Mokhtar , Mohd Rafein Zakaria

Systems Microbiology and Biomanufacturing ›› 2026, Vol. 6 ›› Issue (3) : 94

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Systems Microbiology and Biomanufacturing ›› 2026, Vol. 6 ›› Issue (3) :94 DOI: 10.1007/s43393-026-00483-3
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Biosynthesis of rhamnolipids from waste cooking oil by Pseudomonas aeruginosa RW9 with insights into stability and toxicity performance
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Abstract

Rhamnolipids (RLs) are eco-friendly surfactants mainly produced by Pseudomonas aeruginosa. This study explores the sustainable production of RLs using waste cooking oil (WCO) as a carbon source, with NaNO3 and yeast extract (YE) as nitrogen sources. Response surface methodology (RSM) based on central composite design (CCD) was applied to optimize the concentration of WCO (10–30 g/L), NaNO3 (0–0.05 mol/L), and YE (0–2 g/L). The optimized conditions were 25.95 g/L WCO, 0.04 mol/L NaNO3, and 0.41 g/L yeast extract, resulting in 7.93 g/L RLs concentration and 4.92 g/L biomass concentration, representing a 5.6-fold increase in RLs concentration using a similar carbon source and strain. Ten congeners of mono-RLs and di-RLs were detected by LC–MS/Q-TOF. The RLs stability was evaluated at different temperatures (4–121 °C), pH (4–12), and salinity (5%–25% w/v) by measuring the emulsification capacity, where 50% were maintained up to 100 °C, pH 4–8, and salinity up to 25% (w/v), indicating good physicochemical stability towards harsh conditions. Phytotoxicity tests on choy sum, cabbage, and mung bean seeds showed germination index (GI) values above 90% at 1 g/L RLs, indicating strong compatibility with crop growth. Meanwhile, aquatic toxicity test on zebrafish (Danio rerio) embryos showed an LC50 of 67.42 µg/mL RLs, demonstrating lower toxicity compared to the chemical surfactant. These findings highlight the feasibility of high-yield RLs production from WCO through a predictive process modelling, with a stable, highly functional, and low-ecotoxicity profile. The study introduces a resource-efficient strategy to support RLs’ applications in environmental remediation, and green products development.

Keywords

Rhamnolipids / Pseudomonas aeruginosa / Waste cooking oil / Response surface methodology / Stability / Toxicity

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Zee Kar Mun, Nur Humaira Adlin Hassan Adli, Siti Syazwani Mahamad, Mohd Nazren Radzuan, Mohd Noriznan Mokhtar, Mohd Rafein Zakaria. Biosynthesis of rhamnolipids from waste cooking oil by Pseudomonas aeruginosa RW9 with insights into stability and toxicity performance. Systems Microbiology and Biomanufacturing, 2026, 6(3): 94 DOI:10.1007/s43393-026-00483-3

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References

[1]

Abdel-Mawgoud AM, Lépine F, Déziel E. Rhamnolipids: diversity of structures, microbial origins and roles. Appl Microbiol Biotechnol, 2010, 86(5): 1323-36

[2]

Aggo GM, Noh NAM, Yahya ARM. Use of agricultural wastes in rhamnolipid production by Pseudomonas aeruginosa USM-AR2. IOP Conf Series: Earth Environ Sci, 2023, 1139(1 012007

[3]

Ahmad Z, Zhang X, Imran M, Zhong H, Andleeb S, Zulekha R, Liu G, Ahmad I, Coulon F. Production, functional stability, and effect of rhamnolipid biosurfactant from Klebsiella sp. on phenanthrene degradation in various medium systems. Ecotoxicol Environ Safety, 2021, 207 111514

[4]

Alcalde MA, Merino-Rafael FA, Gutiérrez-Moreno SM. Optimization of mineral nutrients to improve rhamnolipid production by Pseudomonas aeruginosa 6 K-11. J Chem Technol Biotechnol, 2024, 99(10): 2170-2177

[5]

Ali F, Das S, Hossain TJ, Chowdhury SI, Zedny SA, Das T, Chowdhury MNA, Uddin MS. Production optimization, stability and oil emulsifying potential of biosurfactants from selected bacteria isolated from oil-contaminated sites. R Soc Open Sci, 2021, 8(10 211003

[6]

Almeida DG, Soares da Silva RDCF, Luna JM, Rufino RD, Santos VA, Sarubbo LA. Response surface methodology for optimizing the production of biosurfactant by Candida tropicalis on industrial waste substrates. Front Microbiol, 2017, 8: 157

[7]

Anaukwu CG, Ekwealor CC, Anakwenze VN, Orji CC, Ogbukagu CM, Anyaoha VI, Isiaka AB, Green SJ, Ekwealor IA. Heavy metal application of response surface optimized-lipopeptide biosurfactant produced by Pseudomonas aeruginosa strain CGA-02 in low-cost substrate. Discov Appl Sci, 2024, 6(5): 1-16

[8]

Asmadi NANM, Zee KM, Baskaran SM, Ariffin H, Wasoh H, Maeda T, Zakaria MR. Rhamnolipids production by Pseudomonas aeruginosa RW9 using palm oil mill effluent sludge oil as a carbon source. Biocat Agric Biotechnol, 2024, 57 103069

[9]

Baskaran SM, Zakaria MR, Sabri ASMA, Mohamed MS, Wasoh H, Toshinari M, Hassan MA, Banat IM. Valorization of biodiesel side stream waste glycerol for rhamnolipids production by Pseudomonas aeruginosa RS6. Environ Pollut, 2021, 276 116742

[10]

Bertrand B, Martínez-Morales F, Rosas-Galván NS, Morales-Guzmán D, Trejo-Hernández MR. Statistical design, a powerful tool for optimizing biosurfactant production: a review. Colloids Interfaces, 2018, 2(3): 36

[11]

Blunt W, Blanchard C, Morley K. Effects of environmental parameters on microbial rhamnolipid biosynthesis and bioreactor strategies for enhanced productivity. Biochem Eng J, 2022, 182 108436

[12]

Carta G, Murru E, Banni S, Manca C. Palmitic acid: physiological role, metabolism and nutritional implications. Front Physiol, 2017, 8: 902

[13]

Cheng T, Liang J, He J, Hu X, Ge Z, Liu J. A novel rhamnolipid-producing Pseudomonas aeruginosa ZS1 isolate derived from petroleum sludge suitable for bioremediation. AMB Expr, 2017, 7: 1-14

[14]

Chong H, Li Q. Microbial production of rhamnolipids: opportunities, challenges and strategies. Microb Cell Fact, 2017, 16: 1-12

[15]

Dabaghi S, Ataei SA, Taheri A. Production of rhamnolipid biosurfactants in solid-state fermentation: process optimization and characterization studies. BMC Biotechnol, 2023, 23(1): 2

[16]

Deepika KV, Kalam S, Sridhar PR, Podile AR, Bramhachari PV. Optimization of rhamnolipid biosurfactant production by mangrove sediment bacterium Pseudomonas aeruginosa KVD-HR42 using response surface methodology. Biocat Agric Biotechnol, 2016, 5: 38-47

[17]

Edwards KR, Lepo JE, Lewis MA. Toxicity comparison of biosurfactants and synthetic surfactants used in oil spill remediation to two estuarine species. Marine Pollut Bull, 2003, 46(10): 1309-1316

[18]

El-Housseiny GS, Aboshanab KM, Aboulwafa MM, Hassouna NA. Structural and physicochemical characterization of Rhamnolipids produced by Pseudomonas aeruginosa P6. AMB Expr, 2020, 10(1): 201

[19]

Eslami P, Hajfarajollah H, Bazsefidpar S. Recent advancements in the production of rhamnolipid biosurfactants by Pseudomonas aeruginosa. RSC Adv, 2020, 10(56): 34014-34032

[20]

De Feo G, Ferrara C, Giordano L, Ossèo LS. Assessment of three recycling pathways for waste cooking oil as feedstock in the production of biodiesel, biolubricant, and biosurfactant: a multi-criteria decision analysis approach. Recycling, 2023, 8(4): 64

[21]

Gautam K, Sharma P, Gaur VK, Gupta P, Pandey U, Varjani S, Pandey A, Wong JW, Chang J. Oily waste to biosurfactant: A path towards carbon neutrality and environmental sustainability. Environ Technol Innov, 2023, 30 103095

[22]

Gidudu B, Chirwa EM. Evaluation of the toxicity of a rhamnolipid biosurfactant for its application in the optimization of the bio-electrokinetic remediation of petrochemical contaminated soil. Clean Eng Technol, 2022, 9 100521

[23]

Gogoi D, Bhagowati P, Gogoi P, Bordoloi NK, Rafay A, Dolui SK, Mukherjee AK. Structural and physico-chemical characterization of a dirhamnolipid biosurfactant purified from Pseudomonas aeruginosa: application of crude biosurfactant in enhanced oil recovery. RSC Adv, 2016, 6(74): 70669-70681

[24]

Hamdi NA, Sha’Arani S, Azman NF, Rafi SM, Norsin E, Othman N. Management of waste cooking oil and its potential for value-added materials: a mini review. IOP Conf Series: Earth Environ Sci, 2022, 1091 012054

[25]

Hippolyte MT, Augustin M, Hervé TM, Robert N, Devappa S. Application of response surface methodology to improve the production of antimicrobial biosurfactants by Lactobacillusparacasei subsp. tolerans N2 using sugar cane molasses as substrate. Bioresour Bioprocess, 2018, 5(1): 1-16

[26]

Hogan DE, Tian F, Malm SW, Olivares C, Pacheco RP, Simonich MT, Hunjan AS, Tanguay RL, Klimecki WT, Polt R, Pemberton JE, Curry JE, Maier RM. Biodegradability and toxicity of monorhamnolipid biosurfactant diastereomers. J Hazard Mater, 2019, 364: 600-607

[27]

Ibrahim S, Diab A, Abdulla H. Bio-cleaning efficiency of rhamnolipids produced from native Pseudomonas aeruginosa grown on agro-industrial by-products for liquid detergent formulation. Appl Biochem Biotechnol, 2021, 193: 2616-2633

[28]

Iyan S, Dolih G, Guntina RK. Design-expert software (DOE): An application tool for optimization in pharmaceutical preparations formulation. Int J Appl Pharm, 2022

[29]

Johann S, Seiler TB, Tiso T, Bluhm K, Blank LM, Hollert H. Mechanism-specific and whole-organism ecotoxicity of mono-rhamnolipids. Sci Total Environ, 2016, 548: 155-163

[30]

Joshi JR, Bhanderi KK, Patel JV. Waste cooking oil as a promising source for bio lubricants-A review. J Indian Chem Soc, 2023, 100(1 100820

[31]

Kim SH, Subramanian P, Hahn BS. Glucosinolate diversity analysis in Choy Sum (Brassica rapa subsp. chinensis var. parachinensis) Germplasms for functional food breeding. Foods, 2023, 12(12): 2400

[32]

Kong S, Shen C, Li Y, Meng Q. Rhamnolipids sustain unchanged surface activities during decomposition in alkaline solutions. ACS Omega, 2021, 6(24): 15750-15755

[33]

Lamidi S, Olaleye N, Bankole Y, Obalola A, Aribike E, Adigun I. Applications of response surface methodology (RSM) in product design, development, and process optimization. IntechOpen, 2022

[34]

Lan G, Fan Q, Liu Y, Chen C, Li G, Liu Y, Yin X. Rhamnolipid production from waste cooking oil using Pseudomonas SWP-4. Biochem Eng J, 2015, 101: 44-54

[35]

Li Z, Zhang Y, Lin J, Wang W, Li S. High-yield di-rhamnolipid production by Pseudomonas aeruginosa YM4 and its potential application in MEOR. Molecules., 2019, 24(7): 1433

[36]

Li S, Zhou H, Chen C, Zeng F, Zheng G, Wang X, Zhang C. Rhamnolipids amendment improves soil properties and enhances microecological functions in the saline-alkali soil. Environ Eng Res, 2023

[37]

Liepins J, Balina K, Soloha R, Berzina I, Lukasa LK, Dace E. Glycolipid biosurfactant production from waste cooking oils by yeast: review of substrates, producers and products. Fermentation, 2021, 7(3): 136

[38]

Liwarska-Bizukojc E, Miksch K, Malachowska-Jutsz A, Kalka J. Acute toxicity and genotoxicity of five selected anionic and nonionic surfactants. Chemosphere, 2005, 58(9): 1249-1253

[39]

Lu L, Rughöft S, Straub D, Joye SB, Kappler A, Kleindienst S. Rhamnolipid biosurfactants enhance microbial oil biodegradation in surface seawater from the North Sea. ACS ES&T Water, 2023, 3(8): 2255-66

[40]

Marchant R, Banat IM. Protocols for measuring biosurfactant production in microbial cultures. In: Hydrocarbon and lipid microbiology protocols: activities and phenotypes. 2014; pp. 119–128 https://doi.org/10.1007/8623_2014_10

[41]

Maťátková O, Michailidu J, Ježdík R, Jarošová Kolouchová I, Řezanka T, Jirků V, Masák J. Production and characterization of rhamnolipids produced by Pseudomonas aeruginosa DBM 3774: Response surface methodology approach. Microorganisms, 2022, 10(7): 1272

[42]

Mishra A, Sawood GM, Gautam SB, Trivedi RK. Optimization of process inputs for the synthesis of waste rice bran oil isolated Pseudomonas aeruginosa MTCC 424 biosurfactant using response surface methodology for oil recovery applications. Bioresour Technol Rep, 2021, 14 100653

[43]

Modarresi CA, Arsad H, Lim V. Zebrafish as a successful animal model for screening toxicity of medicinal plants. Plants, 2020, 9(10): 1345

[44]

Mohanty SS, Koul Y, Varjani S, Pandey A, Ngo HH, Chang JS, Bui XT. A critical review on various feedstocks as sustainable substrates for biosurfactants production: a way towards cleaner production. Microb Cell Fact, 2021, 20(1): 1-13

[45]

Moura CC, Salazar-Bryam AM, Piazza RD, Carvalho dos Santos C, Jafelicci MJr, Marques RFC, Contiero J. Rhamnolipids as green stabilizers of nZVI and application in the removal of nitrate from simulated groundwater. Front Bioengine Biotechnol, 2022, 10 794460

[46]

Niu Y, Sun Y, Yang Y, Niu B, Wang Y, Qiao S. Antibacterial mechanism of rhamnolipids against Bacillus cereus and its application in fresh wet noodles. Molecules, 2023, 28(19): 6946

[47]

Nordin N, Zakaria MR, Halmi MIE, Ariff A, Zawawi RM, Wasoh H. Isolation and screening of high efficiency biosurfactant-producing bacteria Pseudomonas sp.. J Biochem Microbiol Biotechnol, 2013, 1(1): 25-31

[48]

Okopi S, Li Y, Xu F. Biomass digestion. Encyclopaedia Sustain Technol, 2024, 2(3): 236-251

[49]

Onwosi CO, Odibo FJC. Effects of carbon and nitrogen sources on rhamnolipid biosurfactant production by Pseudomonas nitroreducens isolated from soil. World J Microbiol Biotechnol, 2012, 28: 937-942

[50]

Organisation for Economic Co-operation and Development. Test no. 208: terrestrial plant test: seedling emergence and seedling growth test. OECD Publishing; 2006.

[51]

Ozdal M, Gurkok S, Ozdal OG. Optimization of rhamnolipid production by Pseudomonas aeruginosa OG1 using waste frying oil and chicken feather peptone. 3 Biotech, 2017, 7(2): 117

[52]

Pantazaki AA, Papaneophytou CP, Lambropoulou DA. Simultaneous polyhydroxyalkanoates and rhamnolipids production by Thermus thermophilus HB8. AMB Expr, 2011, 1: 17

[53]

Pathania AS, Jana AK. Utilization of waste frying oil for rhamnolipid production by indigenous Pseudomonas aeruginosa: Improvement through co-substrate optimization. J Environ Chem Eng, 2020, 8(5 104304

[54]

Phulpoto IA, Yu Z, Li J, Ndayisenga F, Hu B, Qazi MA, Yang X. Evaluation of di-rhamnolipid biosurfactants production by a novel Pseudomonas sp. S1WB: optimization, characterization and effect on petroleum-hydrocarbon degradation. Ecotoxicol Environ Saf, 2022, 242: 113892

[55]

Pérez-Armendáriz B, Cal-y-Mayor-Luna C, El-Kassis EG, Ortega-Martínez LD. Use of waste canola oil as a low-cost substrate for rhamnolipid production using Pseudomonas aeruginosa. AMB Exp, 2019, 9(1): 61

[56]

Qamar SA, Pacifico S. Cleaner production of biosurfactants via bio-waste valorization: a comprehensive review of characteristics, challenges, and opportunities in bio-sector applications. J Environ Chem Eng, 2023

[57]

Radzuan MN, Winterburn J, Banat I. Bioreactor rhamnolipid production using palm oil agricultural refinery by-products. Processes, 2021, 9(11): 2037

[58]

Ray M, Kumar V, Banerjee C. Kinetic modelling, production optimization, functional characterization and phyto-toxicity evaluation of biosurfactant derived from crude oil biodegrading Pseudomonas sp. IITISM 19. J Environ Chem Eng, 2022, 10(2 107190

[59]

Sancheti A, Ju LK. Rhamnolipid effects on water imbibition, germination, and initial root and shoot growth of soybeans. J Surfactants Deterg, 2020, 23(2): 371-381

[60]

Sharma S, Datta P, Kumar B, Tiwari P, Pandey LM. Production of novel rhamnolipids via biodegradation of waste cooking oil using Pseudomonas aeruginosa MTCC7815. Biodegrad, 2019, 30: 301-312

[61]

Sharma N, Lavania M, Lal B. Biosurfactant: a next-generation tool for sustainable remediation of organic pollutants. Front Microbiol, 2022, 12 821531

[62]

Sharma D, Saharan BS, Chauhan N, Bansal A, Procha S. Production and structural characterization of Lactobacillus helveticus derived biosurfactant. Sci World J, 2014, 2014(1 493548

[63]

Sharma S, Verma R, Dhull S, Maiti SK, Pandey LM. Biodegradation of waste cooking oil and simultaneous production of rhamnolipid biosurfactant by Pseudomonas aeruginosa P7815 in batch and fed-batch bioreactor. Bioprocess Biosyst Eng, 2022, 45(2): 309-19

[64]

Shi J, Chen Y, Liu X, Li D. Rhamnolipid production from waste cooking oil using newly isolated halotolerant Pseudomonas aeruginosa M4. J Clean Prod, 2021, 278 123879

[65]

Shi S, Teng Z, Liu J, Li T. Conversion of waste cooking oil to rhamnolipid by a newly Oleophylic Pseudomonas aeruginosa WO2. Int J Environ Res Public Health, 2022, 19(3): 1700

[66]

Singh V, Haque S, Niwas R, Srivastava A, Pasupuleti M, Tripathi C. Strategies for fermentation medium optimization: an in-depth review. Front Microbiol, 2017, 7: 2087

[67]

Sodagari M, Ju LK. Addressing the critical challenge for rhamnolipid production: discontinued synthesis in extended stationary phase. Process Biochem, 2020, 91: 83-89

[68]

Song Y, Dai M, Zhu C, Huang Y, Liu J, Zhang C, Xie F, Peng Y, Zhang Y, Li C, Zhang L. Validation, optimization, and application of the zebrafish developmental toxicity assay for pharmaceuticals under the ICH S5 (R3) guideline. Front Cell Dev Biol, 2021, 9 721130

[69]

Sun H, Wang L, Nie H, Diwu Z, Nie M, Zhang B. Optimization and characterization of rhamnolipid production by Pseudomonas aeruginosa NY3 using waste frying oil as the sole carbon. Biotechnol Progress, 2021, 37(4 e3155

[70]

Thakur P, Saini NK, Thakur VK, Gupta VK, Saini RV, Saini AK. Rhamnolipid the glycolipid biosurfactant: emerging trends and promising strategies in the field of biotechnology and biomedicine. Microb Cell Fact, 2021, 20: 1-15

[71]

Tiquia SM, Tam NFY, Hodgkiss IJ. Effects of composting on phytotoxicity of spent pig-manure sawdust litter. Environ Pollut, 1996, 93(3): 249-256

[72]

United States Environmental Protection Agency. Technical Overview of Ecological Risk Assessment - Analysis Phase: Ecological Effects Characterization. 2025. https://www.epa.gov/pesticide-science-and-assessing-pesticide-risks/technical-overview-ecological-risk-assessment-0. Accessed 15 November 2025.

[73]

Wittgens A, Kovacic F, Müller MM, Gerlitzki M, Santiago-Schübel B, Hofmann D, Tiso T, Blank LM, Henkel M, Hausmann R, Syldatk C, Wilhelm S, Rosenau F. Novel insights into biosynthesis and uptake of rhamnolipids and their precursors. Appl Microbiol Biotechnol., 2017, 101(7): 2865-2878

[74]

Zhao F, Shi R, Ma F, Han S, Zhang Y. Oxygen effects on rhamnolipids production by Pseudomonas aeruginosa. Microbiol Cell Fact, 2018, 17: 1-11

[75]

Zhao F, Yuan M, Lei L, Li C, Xu X. Enhanced production of mono-rhamnolipid in Pseudomonas aeruginosa and application potential in agriculture and petroleum industry. Bioresource Technol, 2021, 323 124605

[76]

Zhou J, Liu S, Xie B, Wang W, Xu N, Xu A, Dong W, Jiang M. Enhancing rhamnolipid production through a two-stage fermentation control strategy based on metabolic engineering and nitrate feeding. Bioresource Technol, 2023, 388 129716

[77]

Zhou J, Xue R, Liu S, Xu N, Xin F, Zhang W, Jiang M, Dong W. High di-rhamnolipid production using Pseudomonas aeruginosa KT1115, separation of mono/di-rhamnolipids, and evaluation of their properties. Front Bioeng Biotechnol, 2019, 7: 245

[78]

Zhu M, Zhang H, Cui W, Su Y, Sun S, Zhao C, Liu Q. Performance evaluation of rhamnolipid biosurfactant produced by Pseudomonas aeruginosa and its effect on marine oil-spill remediation. Archives Microbiol, 2024, 206(4): 183

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