1
|
Adetiloye OA, Solomon BO, Omolaiye JA, Betiku E. Optimization of thermostable amylolytic enzyme production from Bacillus cereus isolated from a recreational warm spring via Box Behnken design and response surface methodology. Microb Cell Fact 2025; 24:87. [PMID: 40253347 PMCID: PMC12008982 DOI: 10.1186/s12934-025-02709-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2025] [Accepted: 04/02/2025] [Indexed: 04/21/2025] Open
Abstract
This study aimed to find a source for local amylase-producing microbes. Sixteen isolates were obtained from the water samples from the warm spring and characterized based on morphological and biochemical tests. The 16S rRNA molecular identification technique confirmed the most potent isolate as Bacillus cereus. The thermophilic property of the bacterium demonstrated that it could withstand temperatures of up to 80 °C. One-factor-at-a-time (OFAT) and Box Behnken Design (BBD) coupled with response surface methodology (RSM) optimization techniques were used to improve amylase production. OFAT established optimal physical parameter conditions as the starch concentration of 5% w/v, inoculum volume of 2% v/v, pH of 8, incubation temperature of 45 °C, and 48 h of incubation, leading to amylase activity of 172.6 U/mL by the isolated B. cereus. A quadratic mathematical model with a coefficient of determination (R2) of 0.9957 was established for the amylase production process. Enhanced amylase activity of 196.02 U/mL was achieved with BBD-RSM under optimal growth conditions of pH of 7, incubation time of 48 h, substrate concentration of 5% w/v of starch, and at 45 °C, a 1.2-fold increase compared to the OFAT method. The B. cereus strain isolated from the warm spring was a mildly thermophilic bacterium with the potential for synthesizing amylolytic enzymes with characteristics beneficial for commercial utilization.
Collapse
Affiliation(s)
- Oluwaseun Abosede Adetiloye
- Department of Food and Industrial Biotechnology, National Biotechnology Research and Development Agency, Abuja, Nigeria
| | - Bamidele Ogbe Solomon
- Biochemical Engineering Laboratory, Department of Chemical Engineering, Obafemi Awolowo University, Ile-Ife, 220005, Osun State, Nigeria
| | - Japhael Abel Omolaiye
- Biomedicinal Research Centre, Forestry Research Institute of Nigeria, P.M.B 5054, Ibadan, Nigeria
| | - Eriola Betiku
- Department of Biological Sciences, Florida Agricultural and Mechanical University, Tallahassee, FL, 32307, USA.
| |
Collapse
|
2
|
El Sheikha AF, Ray RC. Bioprocessing of Horticultural Wastes by Solid-State Fermentation into Value-Added/Innovative Bioproducts: A Review. FOOD REVIEWS INTERNATIONAL 2022. [DOI: 10.1080/87559129.2021.2004161] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- Aly Farag El Sheikha
- College of Bioscience and Bioengineering, Jiangxi Agricultural University, Nanchang, China
- Department of Biology, McMaster University, Hamilton, Ontario, Canada
- School of Nutrition Sciences, Faculty of Health Sciences, University of Ottawa, Canada
- Bioengineering and Technological Research Centre for Edible and Medicinal Fungi, Jiangxi Agricultural University, Nanchang, China
- Jiangxi Key Laboratory for Conservation and Utilization of Fungal Resources, Jiangxi Agricultural University, Nanchang, China
| | - Ramesh C. Ray
- ICAR-Central Tuber Crops Research Institute (Regional Centre), Bhubaneswar, India
- Centre for Food Biology & Environment Studies, Bhubaneswar, India
| |
Collapse
|
3
|
Uhoraningoga A, Kinsella GK, Henehan GT, Ryan BJ. The Goldilocks Approach: A Review of Employing Design of Experiments in Prokaryotic Recombinant Protein Production. Bioengineering (Basel) 2018; 5:E89. [PMID: 30347746 PMCID: PMC6316313 DOI: 10.3390/bioengineering5040089] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Revised: 10/09/2018] [Accepted: 10/12/2018] [Indexed: 02/06/2023] Open
Abstract
The production of high yields of soluble recombinant protein is one of the main objectives of protein biotechnology. Several factors, such as expression system, vector, host, media composition and induction conditions can influence recombinant protein yield. Identifying the most important factors for optimum protein expression may involve significant investment of time and considerable cost. To address this problem, statistical models such as Design of Experiments (DoE) have been used to optimise recombinant protein production. This review examines the application of DoE in the production of recombinant proteins in prokaryotic expression systems with specific emphasis on media composition and culture conditions. The review examines the most commonly used DoE screening and optimisation designs. It provides examples of DoE applied to optimisation of media and culture conditions.
Collapse
Affiliation(s)
| | | | - Gary T Henehan
- Dublin Institute of Technology, Dublin D01 HV58, Ireland.
| | - Barry J Ryan
- Dublin Institute of Technology, Dublin D01 HV58, Ireland.
| |
Collapse
|
4
|
Aarti C, Khusro A, Agastian P. Goat dung as a feedstock for hyper-production of amylase from Glutamicibacter arilaitensis strain ALA4. BIORESOUR BIOPROCESS 2017. [DOI: 10.1186/s40643-017-0174-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
|
5
|
Optimization of Thermo-Alkali Stable Amylase Production and Biomass Yield from Bacillus sp. Under Submerged Cultivation. FERMENTATION-BASEL 2017. [DOI: 10.3390/fermentation3010007] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
|
6
|
Ait Kaki El-Hadef El-Okki A, Gagaoua M, Bourekoua H, Hafid K, Bennamoun L, Djekrif-Dakhmouche S, El-Hadef El-Okki M, Meraihi Z. Improving Bread Quality with the Application of a Newly Purified Thermostable α-Amylase from Rhizopus oryzae FSIS4. Foods 2017; 6:foods6010001. [PMID: 28231081 PMCID: PMC5296670 DOI: 10.3390/foods6010001] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Revised: 11/05/2016] [Accepted: 12/12/2016] [Indexed: 12/03/2022] Open
Abstract
A new thermostable α-amylase from Rhizopus oryzae FSIS4 was purified for first time and recovered in a single step using a three-phase partitioning (TPP) system. The fungal α-amylase, at a concentration of 1.936 U per kg of flour, was used in bread-making and compared to the commercial enzyme. The results showed a significant effect of the recovered α-amylase in the prepared bread and allowed us to improve the quality of the bread. The study indicated clearly that the recovered α-amylase is a potential candidate for future applications in the bread-making industry and in other food biotechnology applications.
Collapse
Affiliation(s)
- Amel Ait Kaki El-Hadef El-Okki
- Institut de la Nutrition, de l'Alimentation et des Technologies Agro-Alimentaires (INATAA), Université des Frères Mentouri-Constantine 1, Route de Ain El-Bey, 25000 Constantine, Algeria.
- Laboratoire de Génie Microbiologique et Applications, Université des Frères Mentouri-Constantine 1, Route de Ain El-Bey, 25000 Constantine, Algeria.
| | - Mohammed Gagaoua
- Institut de la Nutrition, de l'Alimentation et des Technologies Agro-Alimentaires (INATAA), Université des Frères Mentouri-Constantine 1, Route de Ain El-Bey, 25000 Constantine, Algeria.
- Equipe MaQuaV, INATAA, Université des Frères Mentouri-Constantine 1, Route de Ain El-Bey, 25000 Constantine, Algeria.
| | - Hayat Bourekoua
- Institut de la Nutrition, de l'Alimentation et des Technologies Agro-Alimentaires (INATAA), Université des Frères Mentouri-Constantine 1, Route de Ain El-Bey, 25000 Constantine, Algeria.
| | - Kahina Hafid
- Institut de la Nutrition, de l'Alimentation et des Technologies Agro-Alimentaires (INATAA), Université des Frères Mentouri-Constantine 1, Route de Ain El-Bey, 25000 Constantine, Algeria.
- Equipe MaQuaV, INATAA, Université des Frères Mentouri-Constantine 1, Route de Ain El-Bey, 25000 Constantine, Algeria.
| | - Leila Bennamoun
- Laboratoire de Génie Microbiologique et Applications, Université des Frères Mentouri-Constantine 1, Route de Ain El-Bey, 25000 Constantine, Algeria.
| | - Shahrazed Djekrif-Dakhmouche
- Laboratoire de Génie Microbiologique et Applications, Université des Frères Mentouri-Constantine 1, Route de Ain El-Bey, 25000 Constantine, Algeria.
| | - Mohamed El-Hadef El-Okki
- Institut de la Nutrition, de l'Alimentation et des Technologies Agro-Alimentaires (INATAA), Université des Frères Mentouri-Constantine 1, Route de Ain El-Bey, 25000 Constantine, Algeria.
- Laboratoire de Biologie et Environnement, Université des Frères Mentouri-Constantine 1, Route de Ain El Bey, 25000 Constantine, Algeria.
| | - Zahia Meraihi
- Laboratoire de Génie Microbiologique et Applications, Université des Frères Mentouri-Constantine 1, Route de Ain El-Bey, 25000 Constantine, Algeria.
| |
Collapse
|
7
|
Marudhupandi T, Sathishkumar R, Kumar TTA. Heterotrophic cultivation of Nannochloropsis salina for enhancing biomass and lipid production. ACTA ACUST UNITED AC 2016; 10:8-16. [PMID: 28352519 PMCID: PMC5040862 DOI: 10.1016/j.btre.2016.02.001] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2015] [Revised: 12/30/2015] [Accepted: 02/03/2016] [Indexed: 11/29/2022]
Abstract
Response surface methodology (RSM) was used to enhance the biomass and lipid content in Nannochloropsis salina due to its economic importance. Preliminary screening results revealed that the heterotrophically cultivated N. salina with various carbon and nitrogen sources yielded higher biomass (0.91 ± 0.0035 g/L) and lipid content (37.1 ± 0.49 mg/L) than that of the photoautotrophical cultivation (0.21 ± 0.009 g/L and 22.16 ± 0.27 mg/L). Significant sources that greatly influenced on biomass and lipid content of the alga were optimized through RSM. The medium consisting of glucose (7.959 g/L), sodium acetate (1.46 g/L), peptone (7.6 g/L) and sodium thiosulphate (1.05 g/L) was found to be the optimal concentration for heterotrophic cultivation by response optimizer. Confirmation experiment results for the RSM optimized concentration yielded the biomass of 1.85 g/L and total lipid content of 48.6 mg/L. In this study, we provide with a strategy for enhancing the biomass and lipid content in N. salina.
Collapse
Affiliation(s)
- Thangapandi Marudhupandi
- Centre of Advanced Study in Marine Biology, Faculty of Marine Sciences Annamalai University, Parangipettai 608502, Tamil Nadu, India; Centre for Ocean Research, Sathyabama University, Jeppiaar Nagar, Chennai 600119, India
| | - Ramamoorthy Sathishkumar
- Centre of Advanced Study in Marine Biology, Faculty of Marine Sciences Annamalai University, Parangipettai 608502, Tamil Nadu, India
| | - Thipramalai Thankappan Ajith Kumar
- Centre of Advanced Study in Marine Biology, Faculty of Marine Sciences Annamalai University, Parangipettai 608502, Tamil Nadu, India; National Bureau of Fish Genetic Resources, Indian Council of Agriculture Research, Lucknow, Uttar Pradesh 226002, India
| |
Collapse
|
8
|
Effect of Aspergillus oryzae CBS 819.72 α-amylase on rheological dough properties and bread quality. Biologia (Bratisl) 2013. [DOI: 10.2478/s11756-013-0233-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
9
|
Response surface methodology for the optimization of α-amylase production by Streptomyces sp. ML12 using agricultural byproducts. Biologia (Bratisl) 2012. [DOI: 10.2478/s11756-011-0159-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
10
|
|