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Feng J, Techapun C, Phimolsiripol Y, Rachtanapun P, Phongthai S, Khemacheewakul J, Taesuwan S, Porninta K, Htike SL, Mahakuntha C, Sommanee S, Nunta R, Kumar A, Leksawasdi N. Co-substrate model development and validation on pure sugars and corncob hemicellulosic hydrolysate for xylitol production. Sci Rep 2024; 14:25928. [PMID: 39472548 PMCID: PMC11522304 DOI: 10.1038/s41598-024-77462-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Accepted: 10/22/2024] [Indexed: 11/02/2024] Open
Abstract
A co-substrate model of Candida tropicalis TISTR 5306 cultivated in 10 - 100 g/L xylose and 1 - 10 g/L glucose at the ratio of 10:1 was developed based in part on modified Monod equation. The kinetic parameters include substrate limitation as well as substrate and product inhibitions with inclusion of threshold values. A general good fitting with average RSStotal, R2, and MStotal values of 162, 0.979, and 10.8, respectively, was achieved between ten simulated profiles and experimental kinetics data. The implementation of developed model on xylitol production from non-detoxified corncob hemicellulosic hydrolysate resulted in relatively good agreement with RSStotal, R2, and MStotal values of 368, 0.988, and 24.5, respectively. The developed model can be applied to predict microbial behavior in batch xylitol production system using hemicellulosic hydrolysate over a xylose range of 10 - 100 g/L and provide useful information for subsequent design of fed-batch and continuous systems to achieve the efficient sustainable resource management of this agricultural and agro-industrial waste.
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Grants
- Juan feng(641355807) PhD's Degree Program in Food Science and Technology, Faculty of Agro-Industry, Chiang Mai University, under the CMU Presidential Scholarship.
- CoE/RG66/67-P001 Center of Excellence in Agro-Bio-Circular-Green Industry (Agro-BCG)
- CoE/RG66/67-P001 Center of Excellence in Agro-Bio-Circular-Green Industry (Agro-BCG)
- CoE/RG66/67-P001 Center of Excellence in Agro-Bio-Circular-Green Industry (Agro-BCG)
- CoE/RG66/67-P001 Center of Excellence in Agro-Bio-Circular-Green Industry (Agro-BCG)
- CoE/RG66/67-P001 Center of Excellence in Agro-Bio-Circular-Green Industry (Agro-BCG)
- CoE/RG66/67-P001 Center of Excellence in Agro-Bio-Circular-Green Industry (Agro-BCG)
- CoE/RG66/67-P001 Center of Excellence in Agro-Bio-Circular-Green Industry (Agro-BCG)
- CoE/RG66/67-P001 Center of Excellence in Agro-Bio-Circular-Green Industry (Agro-BCG)
- CoE/RG66/67-P001 Center of Excellence in Agro-Bio-Circular-Green Industry (Agro-BCG)
- CoE/RG66/67-P001 Center of Excellence in Agro-Bio-Circular-Green Industry (Agro-BCG)
- CoE/RG66/67-P001 Center of Excellence in Agro-Bio-Circular-Green Industry (Agro-BCG)
- CoE/RG66/67-P001 Center of Excellence in Agro-Bio-Circular-Green Industry (Agro-BCG)
- FRB660046/0162, MHESI6309.FB2.1/707/2566 Thailand Science Research and Innovation
- FRB660046/0162, MHESI6309.FB2.1/707/2566 Thailand Science Research and Innovation
- FRB660046/0162, MHESI6309.FB2.1/707/2566 Thailand Science Research and Innovation
- FRB660046/0162, MHESI6309.FB2.1/707/2566 Thailand Science Research and Innovation
- FRB660046/0162, MHESI6309.FB2.1/707/2566 Thailand Science Research and Innovation
- FRB660046/0162, MHESI6309.FB2.1/707/2566 Thailand Science Research and Innovation
- FRB660046/0162, MHESI6309.FB2.1/707/2566 Thailand Science Research and Innovation
- FRB660046/0162, MHESI6309.FB2.1/707/2566 Thailand Science Research and Innovation
- N42A671052 Thailand Research Fund (TRF) Research Team Promotion Grant, RTA
- N42A671052 Thailand Research Fund (TRF) Research Team Promotion Grant, RTA
- C9CD71-155-387 CMU Proactive Researcher (Master Degree) Project
- C9CD71-155-387 CMU Proactive Researcher (Master Degree) Project
- PhD’s Degree Program in Food Science and Technology, Faculty of Agro-Industry, Chiang Mai University, under the CMU Presidential Scholarship.
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Affiliation(s)
- Juan Feng
- Center of Excellence in Agro Bio-Circular-Green Industry (Agro BCG), Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
- Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
| | - Charin Techapun
- Center of Excellence in Agro Bio-Circular-Green Industry (Agro BCG), Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
- Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
| | - Yuthana Phimolsiripol
- Center of Excellence in Agro Bio-Circular-Green Industry (Agro BCG), Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
- Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
| | - Pornchai Rachtanapun
- Center of Excellence in Agro Bio-Circular-Green Industry (Agro BCG), Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
- Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
| | - Suphat Phongthai
- Center of Excellence in Agro Bio-Circular-Green Industry (Agro BCG), Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
- Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
| | - Julaluk Khemacheewakul
- Center of Excellence in Agro Bio-Circular-Green Industry (Agro BCG), Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
- Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
| | - Siraphat Taesuwan
- Center of Excellence in Agro Bio-Circular-Green Industry (Agro BCG), Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
- Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
| | - Kritsadaporn Porninta
- Center of Excellence in Agro Bio-Circular-Green Industry (Agro BCG), Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
- Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
| | - Su Lwin Htike
- Center of Excellence in Agro Bio-Circular-Green Industry (Agro BCG), Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
- Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
| | - Chatchadaporn Mahakuntha
- Center of Excellence in Agro Bio-Circular-Green Industry (Agro BCG), Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
- Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
| | - Sumeth Sommanee
- Center of Excellence in Agro Bio-Circular-Green Industry (Agro BCG), Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
- Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
| | - Rojarej Nunta
- Center of Excellence in Agro Bio-Circular-Green Industry (Agro BCG), Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand
- Division of Food Innovation and Business, Faculty of Agricultural Technology, Lampang Rajabhat University, Lampang, 52100, Thailand
| | - Anbarasu Kumar
- Department of Biotechnology, Periyar Maniammai Institute of Science & Technology, Thanjavur, 613403, India
| | - Noppol Leksawasdi
- Center of Excellence in Agro Bio-Circular-Green Industry (Agro BCG), Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand.
- Faculty of Agro-Industry, Chiang Mai University, Chiang Mai, 50100, Thailand.
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Kasbawati K, Mardawati E, Samsir R, Suhartini S, Kalondeng A. An appropriate unstructured kinetic model describing the batch fermentation growth of Debaryomyces hansenii for xylitol production using hydrolysis of oil palm empty fruit bunch. BIOTECHNOL BIOTEC EQ 2022. [DOI: 10.1080/13102818.2022.2098816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022] Open
Affiliation(s)
- Kasbawati Kasbawati
- Applied Mathematics Laboratory, Department of Mathematics, Universitas Hasanuddin, Kota Makassar, Indonesia
| | - Efri Mardawati
- Faculty of Agro-industrial Technology, Department of Agro-industrial Technology, Universitas Padjadjaran, Sumedang, Indonesia
- Research Collaboration Center for Biomass and Biorefinery between BRIN, Universitas Padjadjaran, Sumedang, Indonesia
| | - Rusni Samsir
- Applied Mathematics Laboratory, Department of Mathematics, Universitas Hasanuddin, Kota Makassar, Indonesia
| | - Sri Suhartini
- Faculty of Agricultural Technology, Department of Agro-industrial Technology, Universitas Brawijaya, Malang, Indonesia
| | - Anisa Kalondeng
- Faculty of Mathematics and Natural Sciences, Departement of Statistics, Universitas Hasanuddin, Kota Makassar, Indonesia
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Pant S, Prakash A, Kuila A. Integrated production of ethanol and xylitol from Brassica juncea using Candida sojae JCM 1644. BIORESOURCE TECHNOLOGY 2022; 351:126903. [PMID: 35227916 DOI: 10.1016/j.biortech.2022.126903] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 02/19/2022] [Accepted: 02/21/2022] [Indexed: 06/14/2023]
Abstract
The present study demonstrates a novel strategy involving two-step fermentation of lignocellulosic hydrolysate for the integrated production of ethanol and xylitol using a newly isolated yeast strain, Candida sojae JCM 1644. The isolated strain was characterised by its carbohydrate assimilation efficiency and tolerance towards inhibitors generated during pretreatment and fermentation of lignocellulosic biomass. In brief, the study comprised alkali treatment of Brassica juncea followed by its saccharification with cellulase consortia. An isolated strain was used for the co-production of xylitol and ethanol from sugar hydrolysate, and several parameters were systematically optimised for maximum co-production of ethanol and xylitol. Out of total glucose (149.72 g/L) and xylose (84.21 g/L) present in biomass hydrolysate, a product yield of 0.45 g/g (ethanol) and 0.62 g/g (xylitol) was achieved for a two-step fermentation process, which was 15.57% and 11.78% higher than the yield achieved for ethanol and xylitol, respectively, in a one-step fermentation process.
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Affiliation(s)
- Shailja Pant
- Department of Bioscience & Biotechnology, Banasthali Vidyapith, Rajasthan 304022, India
| | - Anand Prakash
- Department of Bioscience & Biotechnology, Banasthali Vidyapith, Rajasthan 304022, India
| | - Arindam Kuila
- Department of Bioscience & Biotechnology, Banasthali Vidyapith, Rajasthan 304022, India.
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Konopacki M, Grygorcewicz B, Kordas M, Ossowicz-Rupniewska P, Nowak A, Perużyńska M, Rakoczy R. Intensification of bacterial cellulose production process with sequential electromagnetic field exposure aided by dynamic modelling. Biochem Eng J 2022. [DOI: 10.1016/j.bej.2022.108432] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
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Martinez-Jimenez F, de Arruda Ribeiro MP, Sargo CR, Ienczak JL, Morais ER, da Costa AC. Dynamic Modeling Application To Evaluate the Performance of Spathaspora passalidarum in Second-Generation Ethanol Production: Parametric Dynamics and the Likelihood Confidence Region. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c02299] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Fernan Martinez-Jimenez
- School of Chemical Engineering, University of Campinas (UNICAMP), Campinas, São Paulo 13083-852, Brazil
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, São Paulo 13083-970, Brazil
| | | | - Cintia Regina Sargo
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, São Paulo 13083-970, Brazil
| | - Jaciane Lutz Ienczak
- Chemical Engineering and Food Engineering Department, Santa Catarina Federal University, Florianópolis, Santa Catarina 88040-900, Brazil
| | - Edvaldo Rodrigo Morais
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, São Paulo 13083-970, Brazil
| | - Aline Carvalho da Costa
- School of Chemical Engineering, University of Campinas (UNICAMP), Campinas, São Paulo 13083-852, Brazil
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Wang T, Lu Y, Yan H, Li X, Wang X, Shan Y, Yi Y, Liu B, Zhou Y, Lü X. Fermentation optimization and kinetic model for high cell density culture of a probiotic microorganism: Lactobacillus rhamnosus LS-8. Bioprocess Biosyst Eng 2019; 43:515-528. [PMID: 31712884 DOI: 10.1007/s00449-019-02246-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Accepted: 10/30/2019] [Indexed: 12/15/2022]
Abstract
To develop a practical food-grade medium and optimal fermentation process for the cost-effective fermentation of Lactobacillus rhamnosus LS-8, both culture medium and conditions were optimized by combining single-factor experimental design, Plackett-Burman design and Box-Behnken design. The medium was simplified to five ingredients (g/L): whey powder (62.5), maltose syrup (50), corn steep liquor (55), NaCl (1) and lysine (0.05), and the optimal culture conditions were initial pH (6.28), constant fermentation pH (4.7), neutralizing agent (NaOH), aeration rate (0.2 v/v/min) and stirrer speed (200 rpm). After culturing in this optimized medium and conditions, the cell density of L. rhamnosus LS-8 was improved to 4.5 × 109 CFU/mL, which was elevated about 9 times higher than that obtained in MRS medium. Moreover, cell growth and substrate consumption kinetic constants were determined by the logistic equation and Luedeking-Piret model, and the R2 values from the model equation were 0.9900 and 0.9971, respectively, indicating that these models were able to simulate the growth and substrate consumption of L. rhamnosus LS-8 accurately. In addition, a high-efficient production process of L. rhamnosus LS-8 was developed by repeated-batch operation, which was verified by five cycles of fermentation with good stability and repeatability. In conclusion, the efficiency of L. rhamnosus LS-8 fermentation was greatly improved as well as the reduction of the cost using the medium and process developed in the present study.
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Affiliation(s)
- Tao Wang
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shaanxi Province, China
| | - Yingying Lu
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shaanxi Province, China
| | - Hong Yan
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shaanxi Province, China
| | - Xin Li
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shaanxi Province, China
| | - Xin Wang
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shaanxi Province, China
| | - Yuanyuan Shan
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shaanxi Province, China
| | - Yanglei Yi
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shaanxi Province, China
| | - Bianfang Liu
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shaanxi Province, China
| | - Yuan Zhou
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shaanxi Province, China
| | - Xin Lü
- College of Food Science and Engineering, Northwest A&F University, Yangling, Shaanxi Province, China.
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Kwan TH, Vlysidis A, Wu Z, Hu Y, Koutinas A, Lin CSK. Lactic acid fermentation modelling of Streptococcus thermophilus YI-B1 and Lactobacillus casei Shirota using food waste derived media. Biochem Eng J 2017. [DOI: 10.1016/j.bej.2017.08.012] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Wannawilai S, Chisti Y, Sirisansaneeyakul S. A model of furfural-inhibited growth and xylitol production by Candida magnoliae TISTR 5663. FOOD AND BIOPRODUCTS PROCESSING 2017. [DOI: 10.1016/j.fbp.2017.07.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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Paidimuddala B, Rathod A, Gummadi SN. Inhibition of Debaryomyces nepalensis xylose reductase by lignocellulose derived by-products. Biochem Eng J 2017. [DOI: 10.1016/j.bej.2017.01.019] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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