Abstract
Objective
This study was conducted to enhance the production of tacrolimus in Streptomyces tsukubaensis by strain mutagenesis and optimization of the fermentation medium.
Results
A high tacrolimus producing strain S. tsukubaensis FIM-16-06 was obtained by ultraviolet mutagenesis coupled with atmospheric and room temperature plasma mutagenesis.Then, nine variables were screened using Plackett–Burman experimental design, in which soluble starch, peptone and Tween 80 showed significantly affected tacrolimus production. Further studies were carried out employing central composite design to elucidate the mutual interaction between the variables and to work out optimal fermentation medium composition for tacrolimus production. The optimum fermentation medium was found to contain 61.61 g/L of soluble starch, 20.61 g/L of peptone and 30.79 g/L of Tween 80. In the optimized medium, the production of tacrolimus reached 1293 mg/L in shake-flask culture, and reached 1522 mg/L while the scaled-up fermentation was conducted in a 1000 L fermenter, which was about 3.7 times higher than that in the original medium.
Conclusions
Combining compound mutation with rational medium optimization is an effective approach for improving tacrolimus production, and the optimized fermentation medium could be efficiently used for industrial production.






Similar content being viewed by others
Explore related subjects
Discover the latest articles and news from researchers in related subjects, suggested using machine learning.References
Allison AC (2000) Immunosuppressive drugs: the first 50 years and a glance forward. Immunopharmacology 47:63–83
Barreiro C, Martinez-Castro M (2014) Trends in the biosynthesis and production of the immunosuppressant tacrolimus (FK506). Appl Microbiol Biotechnol 2:497–507
Bhagwat PK, Jhample SB, Dandge PB (2015) Statistical medium optimization for production of collagenolytic protease by Pseudomonas sp. SUK using response surface methodology. Microbiol 84:520–530
Chaudhary P, Chhokar V, Choudhary P, Kumar A, Beniwal V (2017) Optimization of chromium and tannic acid bioremediation by Aspergillus niveus using Plackett–Burman design and response surface methodology. AMB Express 1:201
Cheng W, Di H, Liang S (2018) Identification and metabolomic analysis of chemical elicitors for tacrolimus accumulation in Streptomyces tsukubaensis. Appl Microbiol Biot 17:7541–7553
Ekpenyong MG, Antai SP, Asitok AD, Ekpo BO (2017) Plackett–Burman design and response surface optimization of medium trace nutrients for glycolipopeptide biosurfactant production. Iran Biomed J 4:249–260
Ekpenyong M, Asitok A, Antigha R, Ogarekpe N, Antai S (2021) Bioprocess optimization of nutritional parameters for enhanced anti-leukemic L-asparaginase production by Aspergillus candidus UCCM 00117: a sequential statistical approach. Int J Pept Res Ther 27:1501–1527
Elsayed EA, Farid MA, El-Enshasy HA (2019) Enhanced natamycin production by Streptomyces natalensis in shake-flasks and stirred tank bioreactor under batch and fed-batch conditions. BMC Biotechnol 19(1):46
Goto T, Kino T, Hatanaka H, Nishiyama M, Okuhara M, Kohsaka M, Kohsaka M, Aoki H, Imanaka H (1987) Discovery of FK-506, a novel immunosuppressant isolated from Streptomyces tsukubaensis. Transpl Proceed 5:4–8
Huang D, Xia M, Li S, Wen J, Jia X (2013) Enhancement of FK-506 production by engineering secondary pathways of Streptomyces tsukubaensis and exogenous feeding strategies. J Ind Microbiol Biotechnol 9:1023–1037
Huang J, Ou Y, Zhang D, Zhang G, Pan Y (2018) Optimization of the culture condition of Bacillus mucilaginous using Agaricus bisporus industrial wastewater by Plackett–Burman combined with box-Behnken response surface method. AMB Express 8:141
Husain S, Singh N (2002) The impact of novel immunosuppressive agents on infections in organ transplant recipients and the interactions of these agents with antimicrobials. Clin Infect Dis 35:53–61
Jiang H, Wang Y, Guo Y, Shen J, Zhang X, Luo H, Ren N, Jiang X, Li Y (2015) An acyltransferase domain of FK506 polyketide synthase recognizing both an acyl carrier protein and coenzyme A as acyl donors to transfer allylmalonyl and ethylmalonyl units. FEBS J 13:2527–2539
Joyce AP, Leung SS (2013) Use of response surface methods and path of steepest ascent to optimize ligand-binding assay sensitivity. J Immunol Methods 1–2:12–23
Jung S, Moon S, Lee K, Park Y, Yoon S, Yoo Y (2009) Strain development of Streptomyces sp. for tacrolimus production using sequential adaptation. J Ind Microbiol Biotechnol 12:1467–1471
Kim HS, Park YI (2008) Isolation and identification of a novel microorganism producing the immunosuppressant tacrolimus. J Biosci Bioeng 4:418–421
Kol S, Merlo ME, Scheltema RA, de Vries M, Vonk RJ, Kikkert NA, Dijkhuizen L, Breitling R, Takano E (2010) Metabolomic characterization of the salt stress response in Streptomyces coelicolor. Appl Environ Microbiol 76:2574
Kuo CH, Hsiao FW, Chen JH, Hsieh CW, Liu YC, Shieh CJ (2013) Kinetic aspects of ultrasound-accelerated lipase catalyzed acetylation and optimal synthesis of 4’-acetoxyresveratrol. Ultrason Sonochem 20:546–552
Martínez-Castro M, Salehi-Najafabadi Z, Romero F, Pérez-Sanchiz R, Fernández-Chimeno RI, Martín JF, Barreiro C (2013) Taxonomy and chemically semi-defined media for the analysis of the tacrolimus producer ‘Streptomyces tsukubaensis’. Appl Microbiol Biotechnol 97(5):2139–52152. https://doi.org/10.1007/s00253-012-4364-x
Mishra A, Verma S (2012) Optimization of process parameters for tacrolimus (FK 506) production by new isolate of Streptomyces sp. using response surface methodology. J Biochem Technol 3:419–425
Mo SJ, Nan Y-H, Park W-J, Yoo YJ, Yoon YJ (2009) Enhanced FK506 production in Streptomyces clavuligerus CKD1119 by engineering the supply of methylmalonyl-CoA precursor. J Ind Microbiol Biotechnol 36:1473–1482
Mo S, Lee S-K, Jin YY, Oh CH, Suh JW (2013) Application of a combined approach involving classical random mutagenesis and metabolic engineering to enhance FK506 production in Streptomyces sp. RM7011. Appl Microbiol Biotechnol 97:3053A3062
Rajput KN, Patel KC, Trivedi UB (2016) Screening and selection of medium components for cyclodextrin glucanotransferase production by new Alkaliphile Microbacterium terrae KNR 9 using Plackett-Burman design. Biotechnol Res Int 2016:1–7
Rakicka M, Rywińska A, Cybulski K, Rymowicz W (2016) Enhanced production of erythritol and mannitol by Yarrowia lipolytica in media containing surfactants. Braz J Microbiol 2:417–423
Rocha VJ, Estrada M, Galindo E, Serrano CL (2006) From shake flasks to stirred fermentors: scale-up of an extractive fermentation process for 6-pentyl-α-pyrone production by trichoderma harzianum using volumetric power input. Process Biochem 41:1347–1352
Sheng L, Tang G, Su P, Zhang J, Xiao Q, Tong Q, Ma M (2016) Understanding the influence of tween 80 on pullulan fermentation by Aureobasidium pullulans CGMCC1234. Carbohyd Polym 136:1332–1337
Shirling EB, Gottlieb D (1966) Methods for characterization of Streptomyces species. Int J Syst Bacteriol 16:313–340
Singh V, Haque S, Niwas R, Srivastava A, Pasupuleti M, Tripathi CK (2017) Strategies for fermentation medium optimization: an in-depth review. Front Microbiol 7:2087
Srivastava A, Singh V, Tripath CKM (2018) Scale up and optimization of cholesterol oxidase production from Streptomyces rimosus MTCC 10792 in a 3-L bioreactor. Environ Sustain 1:99–107
Sun W, Zhou T, Xie H, Xiong Z (1994) Studies on the condition of fermentation of pullulan by Aureobasidium pullulans. Chin J Biotechnol 4:283–290
Talukdar S, Talukdar M, Buragohain M, Yadav A, Yadav RN, Bora TC (2016) Enhanced candicidal compound production by a new soil isolate Penicillium verruculosum MKH7 under submerged fermentation. BMC Microbiol 16:288
Taoka Y, Nagano N, Okita Y, Izumida H, Sugimoto S, Hayashi M (2011) Effect of tween 80 on the growth, lipid accumulation andfatty acid composition of Thraustochytrium aureum ATCC34304. J Biosci Bioeng 111:420–424
Turło J, Gajzlerska W, Klimaszewska M, Król M, Dawidowski M, Gutkowska B (2012) Enhancement of tacrolimus productivity in Streptomyces tsukubaensis by the use of novel precursors for biosynthesis. Enzyme Microb Technol 51:388–395
Verma T, Wei X, Lau SK, Bianchini A, Eskridge KM, Stratton J, Anderson NM, Thippareddi H, Subbiah J (2018) Response surface methodology for Salmonella inactivation during extrusion processing of oat flour. J Food Prot 81:815–826
Wang C, Liu J, Liu H, Liang S, Wen J (2017a) Combining metabolomics and network analysis to improve tacrolimus production in Streptomyces tsukubaensis using different exogenous feedings. J Ind Microbiol Biotechnol 11:11527–11540
Wang J, Liu H, Huang D, Jin L, Wang C, Wen J (2017b) Comparative proteomic and metabolomic analysis of Streptomyces tsukubaensis reveals the metabolic mechanism of FK506 overproduction by feeding soybean oil. Appl Microbiol Biotechnol 6:2447–2465
Wang L, Zhao H, He D, Wu Y, Jin L, Li G, Su N, Li H, Xing XH (2020) Insights into the molecular-level effects of atmospheric and room-temperature plasma on mononucleotides and single-stranded homo- and hetero-oligonucleotides. Sci Rep 10(1):14298
Xia M, Huang D, Li S, Wen J, Jia X, Chen Y (2013) Enhanced FK506 production in Streptomyces tsukubaensis by rational feeding strategies based on comparative metabolic profiling analysis. Biotechnol Bioeng 110:2717–2730
Yang X, Xiao X, Liu D, Wu R, Wu C, Zhang J, Huang J, Liao B, He H (2017) Optimization of collagenase production by Pseudoalteromonas sp. sjn2 and application of collagenases in the preparation of antioxidative hydrolysates. Marine Drugs 15:377
Yoon YJ, Choi CY (1997) Nutrient effects on FK-506, a new immunosuppressant, production by Streptomyces sp. in a defined medium. J Ferment Bioeng 83:599–603
Zhang B, Cheung P (2011) A mechanistic study of the enhancing effect of tween 80 on the mycelial growth and exopolysaccharide production by Pleurotus tuber-regium. Bioresour Technol 17:8323
Funding
This work was supported by Special Project of Public Welfare Research Institute of Fujian Province of China (Grant Nos. 2019R1005-8 and 2020R1005009). The funders had no role in study design, data collection, and interpretation of results or manuscript writing.
Author information
Authors and Affiliations
Contributions
LY designed the research and prepared the manuscript. YL and ZZ supervised the research work and guided the experimental design. YZ, HY, DW and GQ provided the suggestion of the research work. All authors contributed to interpretation of the results and manuscript drafting. All authors read and approved the final manuscript.
Corresponding authors
Ethics declarations
Conflict of interest
The authors declare that they have no competing interests.
Additional information
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
Yan, L., Zhang, Z., Zhang, Y. et al. Improvement of tacrolimus production in Streptomyces tsukubaensis by mutagenesis and optimization of fermentation medium using Plackett–Burman design combined with response surface methodology. Biotechnol Lett 43, 1765–1778 (2021). https://doi.org/10.1007/s10529-021-03144-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10529-021-03144-8