» Articles » PMID: 37050031

Optimization of Medium Constituents for the Production of Citric Acid from Waste Glycerol Using the Central Composite Rotatable Design of Experiments

Overview
Journal Molecules
Publisher MDPI
Specialty Biology
Date 2023 Apr 13
PMID 37050031
Authors
Affiliations
Soon will be listed here.
Abstract

Citric acid is currently produced by submerged fermentation of sucrose with the aid of mold. Its strains are characterized by a high yield of citric acid biosynthesis and no toxic by-products. Currently, new substrates are sought for production of citric acid by submerged fermentation. Waste materials such as glycerol or pomace could be used as carbon sources in the biosynthesis of citric acid. Due to the complexity of the metabolic state in fungus, there is an obvious need to optimize the important medium constituents to enhance the accumulation of desired product. Potential optimization approach is a statistical method, such as the central composite rotatable design (CCRD). The aim of this study was to increase the yield of citric acid biosynthesis by PD-66 in media with waste glycerol as the carbon source. A mathematical method was used to optimize the culture medium composition for the biosynthesis of citric acid. In order to maximize the efficiency of the biosynthesis of citric acid the central composite, rotatable design was used. Waste glycerol and ammonium nitrate were identified as significant variables which highly influenced the final concentration of citric acid (Y), volumetric rate of citric acid biosynthesis (Y), and yield of citric acid biosynthesis (Y). These variables were subsequently optimized using a central composite rotatable design. Optimal values of input variables were determined using the method of the utility function. The highest utility value of 0.88 was obtained by the following optimal set of conditions: waste glycerol-114.14 g∙Land NHNO-2.85 g∙L.

Citing Articles

Citric Acid: Properties, Microbial Production, and Applications in Industries.

Ksiazek E Molecules. 2024; 29(1).

PMID: 38202605 PMC: 10779990. DOI: 10.3390/molecules29010022.


Efforts to Minimise the Bacterial Genome as a Free-Living Growing System.

Aida H, Ying B Biology (Basel). 2023; 12(9).

PMID: 37759570 PMC: 10525146. DOI: 10.3390/biology12091170.

References
1.
Nicol R, Marchand K, Lubitz W . Bioconversion of crude glycerol by fungi. Appl Microbiol Biotechnol. 2012; 93(5):1865-75. DOI: 10.1007/s00253-012-3921-7. View

2.
Iyyappan J, Bharathiraja B, Baskar G, Kamalanaban E . Process optimization and kinetic analysis of malic acid production from crude glycerol using Aspergillus niger. Bioresour Technol. 2019; 281:18-25. DOI: 10.1016/j.biortech.2019.02.067. View

3.
Iyyappan J, Bharathiraja B, Baskar G, Jayamuthunagai J, Barathkumar S, Anna Shiny R . Malic acid production by chemically induced Aspergillus niger MTCC 281 mutant from crude glycerol. Bioresour Technol. 2017; 251:264-267. DOI: 10.1016/j.biortech.2017.12.055. View

4.
Barrington S, Kim J . Response surface optimization of medium components for citric acid production by Aspergillus niger NRRL 567 grown in peat moss. Bioresour Technol. 2007; 99(2):368-77. DOI: 10.1016/j.biortech.2006.12.007. View

5.
Klein M, Swinnen S, Thevelein J, Nevoigt E . Glycerol metabolism and transport in yeast and fungi: established knowledge and ambiguities. Environ Microbiol. 2016; 19(3):878-893. DOI: 10.1111/1462-2920.13617. View