Optimization Conditions for Ethanol Production from Sweet Sorghum Juice by Thermotolerant Yeast Saccharomyces cerevisiae: Using a Statistical Experimental Design

The optimum fermentation conditions for ethanol production from sweet sorghum juice (SSJ) by the thermotolerant yeast Saccharomyces cerevisiae DBKKUY-53 were determined using a statistical experimental design. Based on the Plackett–Burman design (PBD), yeast cell concentration, sugar concentration,...

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Published in:Fermentation (Basel) Vol. 9; no. 5; p. 450
Main Authors: Nuanpeng, Sunan, Thanonkeo, Sudarat, Klanrit, Preekamol, Yamada, Mamoru, Thanonkeo, Pornthap
Format: Journal Article
Language:English
Published: Basel MDPI AG 09-05-2023
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Abstract The optimum fermentation conditions for ethanol production from sweet sorghum juice (SSJ) by the thermotolerant yeast Saccharomyces cerevisiae DBKKUY-53 were determined using a statistical experimental design. Based on the Plackett–Burman design (PBD), yeast cell concentration, sugar concentration, and yeast extract were the significant independent fermentation factors affecting the ethanol production from SSJ at 37 °C by S. cerevisiae DBKKUY-53. These significant factors were optimized using response surface methodology (RSM) based on a central composite design (CCD). The result revealed that the optimum conditions for ethanol fermentation were 7.85 × 107 cells/mL yeast cell concentration, 247 g/L sugar concentration, and 9.99 g/L yeast extract. Verification of the ethanol production using the optimum conditions revealed that the maximum ethanol concentration of 99.75 g/L and the productivity of 2.77 g/L/h were achieved. When the ethanol production was carried out in a 2 L fermentor under optimum conditions, the ethanol concentration was 101.81 g/L and the productivity was 2.83 g/L/h. This finding suggested that the thermotolerant yeast S. cerevisiae DBKKUY-53 has excellent potential for commercial ethanol production at high temperatures.
AbstractList The optimum fermentation conditions for ethanol production from sweet sorghum juice (SSJ) by the thermotolerant yeast Saccharomyces cerevisiae DBKKUY-53 were determined using a statistical experimental design. Based on the Plackett–Burman design (PBD), yeast cell concentration, sugar concentration, and yeast extract were the significant independent fermentation factors affecting the ethanol production from SSJ at 37 °C by S. cerevisiae DBKKUY-53. These significant factors were optimized using response surface methodology (RSM) based on a central composite design (CCD). The result revealed that the optimum conditions for ethanol fermentation were 7.85 × 107 cells/mL yeast cell concentration, 247 g/L sugar concentration, and 9.99 g/L yeast extract. Verification of the ethanol production using the optimum conditions revealed that the maximum ethanol concentration of 99.75 g/L and the productivity of 2.77 g/L/h were achieved. When the ethanol production was carried out in a 2 L fermentor under optimum conditions, the ethanol concentration was 101.81 g/L and the productivity was 2.83 g/L/h. This finding suggested that the thermotolerant yeast S. cerevisiae DBKKUY-53 has excellent potential for commercial ethanol production at high temperatures.
Author Yamada, Mamoru
Thanonkeo, Pornthap
Nuanpeng, Sunan
Klanrit, Preekamol
Thanonkeo, Sudarat
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Cites_doi 10.1016/j.jbiotec.2004.01.017
10.1038/s41598-022-18212-w
10.1016/j.bjm.2017.01.006
10.1016/j.bjm.2017.12.011
10.1016/j.biortech.2010.04.082
10.1016/j.indcrop.2009.10.006
10.1186/2052-336X-12-107
10.1007/s11274-007-9383-x
10.1016/j.biortech.2010.08.113
10.3390/en9040253
10.1007/s13213-019-01468-5
10.1016/j.chemolab.2005.04.005
10.1093/biomet/33.4.305
10.1007/s13205-018-1161-y
10.1016/j.biortech.2010.01.088
10.1038/s41598-022-26686-x
10.1007/978-1-4757-6978-4
10.1039/C8GC01763H
10.1016/j.aca.2007.07.011
10.5897/AJB11.1680
10.1016/j.indcrop.2015.04.068
10.1016/j.biortech.2006.10.044
10.32933/ActaInnovations.37.4
10.3390/en15144954
10.1007/s12355-013-0283-0
10.1021/ef060328z
10.1016/j.bjm.2017.09.002
10.1016/j.talanta.2008.05.019
10.1111/j.1472-765X.2007.02132.x
10.1016/j.jtice.2016.10.055
10.1016/j.jbiosc.2012.04.004
10.3390/fermentation8100515
10.1007/s10482-015-0476-5
10.1016/j.procbio.2004.03.012
10.1016/j.biortech.2009.03.046
10.1002/cssc.201500282
10.1016/j.renene.2021.04.002
10.1016/j.biombioe.2008.08.020
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References Tofighi (ref_34) 2014; 12
Bai (ref_37) 2004; 110
Manzanares (ref_1) 2020; 37
Lins (ref_4) 2018; 20
Plackett (ref_27) 1946; 33
Mecozzi (ref_33) 2005; 79
Phutela (ref_35) 2014; 16
Singh (ref_26) 2011; 102
Laopaiboon (ref_30) 2009; 100
Charoensopharat (ref_12) 2015; 108
ref_11
Eiadpum (ref_3) 2012; 3
Avchar (ref_16) 2021; 173
ref_32
Pornthap (ref_28) 2011; 10
Yu (ref_29) 2009; 33
ref_17
Jaisil (ref_6) 2010; 5
Ferreira (ref_25) 2007; 597
Zhao (ref_36) 2012; 11
Phong (ref_15) 2019; 69
Bezerra (ref_23) 2008; 76
Silveira (ref_2) 2015; 8
Deesuth (ref_40) 2015; 74
Laopaiboon (ref_7) 2007; 23
Pilap (ref_13) 2018; 8
Nuanpeng (ref_24) 2018; 49
Pereira (ref_31) 2010; 101
Prasad (ref_8) 2007; 21
ref_20
Wu (ref_9) 2010; 31
Li (ref_39) 2017; 70
Ozmihci (ref_38) 2007; 44
Chamnipa (ref_14) 2018; 49
Techaparin (ref_18) 2017; 48
Girio (ref_5) 2010; 101
Pilap (ref_21) 2022; 12
Limtong (ref_10) 2007; 98
Phong (ref_19) 2022; 12
Wang (ref_22) 2005; 40
References_xml – volume: 110
  start-page: 287
  year: 2004
  ident: ref_37
  article-title: Continuous ethanol production and evaluation of yeast cell lysis and viability loss under very high gravity medium conditions
  publication-title: J. Biotechnol.
  doi: 10.1016/j.jbiotec.2004.01.017
  contributor:
    fullname: Bai
– volume: 12
  start-page: 13965
  year: 2022
  ident: ref_19
  article-title: High-temperature ethanol fermentation from pineapple waste hydrolysate and gene expression analysis of thermotolerant yeast Saccharomyces cerevisiae
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-022-18212-w
  contributor:
    fullname: Phong
– volume: 48
  start-page: 461
  year: 2017
  ident: ref_18
  article-title: High-temperature ethanol production using thermotolerant yeast newly isolated from Greater Mekong Subregion
  publication-title: Braz. J. Microbiol.
  doi: 10.1016/j.bjm.2017.01.006
  contributor:
    fullname: Techaparin
– volume: 49
  start-page: 140
  year: 2018
  ident: ref_24
  article-title: Ethanol production from sweet sorghum by Saccharomyces cerevisiae DBKKUY-53 immobilized on alginate-loofah matrices
  publication-title: Braz. J. Microbiol.
  doi: 10.1016/j.bjm.2017.12.011
  contributor:
    fullname: Nuanpeng
– volume: 101
  start-page: 7856
  year: 2010
  ident: ref_31
  article-title: Optimization of low-cost medium for very high gravity ethanol fermentations by Saccharomyces cerevisiae using statistical experimental designs
  publication-title: Bioresour. Technol.
  doi: 10.1016/j.biortech.2010.04.082
  contributor:
    fullname: Pereira
– volume: 31
  start-page: 164
  year: 2010
  ident: ref_9
  article-title: Features of sweet sorghum juice and their performance in ethanol fermentation
  publication-title: Ind. Crop. Prod.
  doi: 10.1016/j.indcrop.2009.10.006
  contributor:
    fullname: Wu
– volume: 12
  start-page: 107
  year: 2014
  ident: ref_34
  article-title: Bio-ethanol production by a novel autochthonous thermo-tolerant yeast isolated from wastewater
  publication-title: J. Environ. Health Sci. Eng.
  doi: 10.1186/2052-336X-12-107
  contributor:
    fullname: Tofighi
– volume: 23
  start-page: 1497
  year: 2007
  ident: ref_7
  article-title: Ethanol production from sweet sorghum juice in batch and fed-batch fermentations by Saccharomyces cerevisiae
  publication-title: World J. Microbiol. Biotechnol.
  doi: 10.1007/s11274-007-9383-x
  contributor:
    fullname: Laopaiboon
– volume: 102
  start-page: 1773
  year: 2011
  ident: ref_26
  article-title: Enhanced saccharification of rice straw and hull by microwave-alkali pretreatment and lignocellulolytic enzyme production
  publication-title: Bioresour. Technol.
  doi: 10.1016/j.biortech.2010.08.113
  contributor:
    fullname: Singh
– ident: ref_11
  doi: 10.3390/en9040253
– volume: 69
  start-page: 765
  year: 2019
  ident: ref_15
  article-title: Isolation and characterization of thermotolerant yeasts for the production of second-generation bioethanol
  publication-title: Ann. Microbiol.
  doi: 10.1007/s13213-019-01468-5
  contributor:
    fullname: Phong
– volume: 79
  start-page: 84
  year: 2005
  ident: ref_33
  article-title: Estimation of total carbohydrate amount in environmental samples by the phenol-sulphuric acid method assisted by multivariate calibration
  publication-title: Chemom. Intell. Lab. Syst.
  doi: 10.1016/j.chemolab.2005.04.005
  contributor:
    fullname: Mecozzi
– volume: 33
  start-page: 305
  year: 1946
  ident: ref_27
  article-title: The design of optimum multifactorial experiments
  publication-title: Biometrika
  doi: 10.1093/biomet/33.4.305
  contributor:
    fullname: Plackett
– volume: 11
  start-page: 6117
  year: 2012
  ident: ref_36
  article-title: Enhanced ethanol production from stalk juice of sweet sorghum by response surface methodology
  publication-title: Afr. J. Biotechnol.
  contributor:
    fullname: Zhao
– volume: 8
  start-page: 126
  year: 2018
  ident: ref_13
  article-title: The potential of the newly isolated thermotolerant Kluyveromyces marxianus for high-temperature ethanol production using sweet sorghum juice
  publication-title: 3 Biotech
  doi: 10.1007/s13205-018-1161-y
  contributor:
    fullname: Pilap
– volume: 101
  start-page: 4775
  year: 2010
  ident: ref_5
  article-title: Hemicelluloses for fuel ethanol: A review
  publication-title: Bioresour. Technol.
  doi: 10.1016/j.biortech.2010.01.088
  contributor:
    fullname: Girio
– volume: 12
  start-page: 22062
  year: 2022
  ident: ref_21
  article-title: The potential of multistress tolerant yeast, Saccharomycodes ludwigii, for second-generation bioethanol production
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-022-26686-x
  contributor:
    fullname: Pilap
– ident: ref_32
  doi: 10.1007/978-1-4757-6978-4
– volume: 20
  start-page: 4043
  year: 2018
  ident: ref_4
  article-title: Biorefinery approach for lignocellulosic biomass valorisation with an acidic ionic liquid
  publication-title: Green Chem.
  doi: 10.1039/C8GC01763H
  contributor:
    fullname: Lins
– volume: 597
  start-page: 179
  year: 2007
  ident: ref_25
  article-title: Box-Behnken design: An alternative for the optimization of analytical methods
  publication-title: Anal. Chim. Acta
  doi: 10.1016/j.aca.2007.07.011
  contributor:
    fullname: Ferreira
– volume: 10
  start-page: 10691
  year: 2011
  ident: ref_28
  article-title: Ethanol production from Jerusalem artichoke (Helianthus tuberosus L.) by Zymomonas mobilis TISTR548
  publication-title: Afr. J. Biotechnol.
  doi: 10.5897/AJB11.1680
  contributor:
    fullname: Pornthap
– volume: 74
  start-page: 95
  year: 2015
  ident: ref_40
  article-title: Improvement of ethanol production from sweet sorghum juice under high gravity and very high gravity conditions: Effects of nutrient supplementation and aeration
  publication-title: Ind. Crops Prod.
  doi: 10.1016/j.indcrop.2015.04.068
  contributor:
    fullname: Deesuth
– volume: 98
  start-page: 3367
  year: 2007
  ident: ref_10
  article-title: Production of fuel ethanol at high temperature from sugar cane juice by a newly isolated Kluyveromyces marxianus
  publication-title: Bioresour. Technol.
  doi: 10.1016/j.biortech.2006.10.044
  contributor:
    fullname: Limtong
– volume: 37
  start-page: 47
  year: 2020
  ident: ref_1
  article-title: The role of biorefinering research in the development of a modern bioeconomy
  publication-title: Acta Innov.
  doi: 10.32933/ActaInnovations.37.4
  contributor:
    fullname: Manzanares
– ident: ref_17
  doi: 10.3390/en15144954
– volume: 16
  start-page: 411
  year: 2014
  ident: ref_35
  article-title: Process optimization for ethanol production from sweet sorghum juice using Saccharomyces cerevisiae strain NRRL Y-2034 by response surface methodology
  publication-title: Sugar Tech
  doi: 10.1007/s12355-013-0283-0
  contributor:
    fullname: Phutela
– volume: 21
  start-page: 2415
  year: 2007
  ident: ref_8
  article-title: Ethanol production from sweet sorghum syrup for utilization as automotive fuel in India
  publication-title: Energy Fuels
  doi: 10.1021/ef060328z
  contributor:
    fullname: Prasad
– volume: 49
  start-page: 378
  year: 2018
  ident: ref_14
  article-title: The potential of the newly isolated thermotolerant yeast Pichia kudriavzevii RZ8-1 for high-temperature ethanol production
  publication-title: Braz. J. Microbiol.
  doi: 10.1016/j.bjm.2017.09.002
  contributor:
    fullname: Chamnipa
– volume: 76
  start-page: 965
  year: 2008
  ident: ref_23
  article-title: Response surface methodology (RSM) as a tool for optimization in analytical chemistry
  publication-title: Talanta
  doi: 10.1016/j.talanta.2008.05.019
  contributor:
    fullname: Bezerra
– volume: 44
  start-page: 602
  year: 2007
  ident: ref_38
  article-title: Comparison of yeast strains for batch ethanol fermentation of cheese-whey powder (CWP) solution
  publication-title: Lett. Appl. Microbiol.
  doi: 10.1111/j.1472-765X.2007.02132.x
  contributor:
    fullname: Ozmihci
– volume: 5
  start-page: 30
  year: 2010
  ident: ref_6
  article-title: Analysis of feedstocks for ethanol production in Thailand
  publication-title: Alternative Energy
  contributor:
    fullname: Jaisil
– volume: 70
  start-page: 229
  year: 2017
  ident: ref_39
  article-title: Effects of nitrogen source on ethanol production in very high gravity fermentation of corn starch
  publication-title: J. Taiwan Inst. Chem. Eng.
  doi: 10.1016/j.jtice.2016.10.055
  contributor:
    fullname: Li
– volume: 3
  start-page: 325
  year: 2012
  ident: ref_3
  article-title: High-temperature ethanol fermentation by immobilized coculture of Kluyveromyces marxianus and Saccharomyces cerevisiae
  publication-title: J. Biosci. Bioeng.
  doi: 10.1016/j.jbiosc.2012.04.004
  contributor:
    fullname: Eiadpum
– ident: ref_20
  doi: 10.3390/fermentation8100515
– volume: 108
  start-page: 173
  year: 2015
  ident: ref_12
  article-title: Ethanol production from Jerusalem artichoke tubers at high temperature by newly isolated thermotolerant inulin-utilizing yeast Kluyveromyces marxianus using consolidated bioprocessing
  publication-title: Antonie Leeuwenhoek
  doi: 10.1007/s10482-015-0476-5
  contributor:
    fullname: Charoensopharat
– volume: 40
  start-page: 1043
  year: 2005
  ident: ref_22
  article-title: Optimization of processing parameters for the mycelial growth and extracellular polysaccharide production by Boletus sp. ACCC50328
  publication-title: Process Biochem.
  doi: 10.1016/j.procbio.2004.03.012
  contributor:
    fullname: Wang
– volume: 100
  start-page: 4176
  year: 2009
  ident: ref_30
  article-title: Ethanol production from sweet sorghum juice using very high gravity technology: Effects of carbon and nitrogen supplementations
  publication-title: Bioresour. Technol.
  doi: 10.1016/j.biortech.2009.03.046
  contributor:
    fullname: Laopaiboon
– volume: 8
  start-page: 3366
  year: 2015
  ident: ref_2
  article-title: Current pretreatment technologies for the development of cellulosic ethanol and biorefineries
  publication-title: ChemSusChem
  doi: 10.1002/cssc.201500282
  contributor:
    fullname: Silveira
– volume: 173
  start-page: 795
  year: 2021
  ident: ref_16
  article-title: Buffalo rumen harbours diverse thermotolerant yeasts capable of producing second-generation bioethanol from lignocellulosic biomass
  publication-title: Renew. Energ.
  doi: 10.1016/j.renene.2021.04.002
  contributor:
    fullname: Avchar
– volume: 33
  start-page: 521
  year: 2009
  ident: ref_29
  article-title: Optimization of media conditions for the production of ethanol from sweet sorghum juice by immobilized Saccharomyces cerevisiae
  publication-title: Biomass Bioenergy
  doi: 10.1016/j.biombioe.2008.08.020
  contributor:
    fullname: Yu
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Snippet The optimum fermentation conditions for ethanol production from sweet sorghum juice (SSJ) by the thermotolerant yeast Saccharomyces cerevisiae DBKKUY-53 were...
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SubjectTerms Alternative energy sources
Biodiesel fuels
Biofuels
Cassava
Crude oil prices
Ethanol
ethanol production
Fermentation
Glucose
High temperature
high-temperature fermentation
Literature reviews
Optimization
Raw materials
Regression analysis
Saccharomyces cerevisiae
Sorghum
Statistics
Sugarcane
sweet sorghum
Syrups & sweeteners
Temperature
thermotolerant yeast
Variance analysis
Yeast
Title Optimization Conditions for Ethanol Production from Sweet Sorghum Juice by Thermotolerant Yeast Saccharomyces cerevisiae: Using a Statistical Experimental Design
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