LAPSE:2023.0894
Published Article
LAPSE:2023.0894
Synergistic Effect of As(III)/Fe(II) Oxidation by Acidianus brierleyi and the Exopolysaccharide Matrix for As(V) Removal and Bioscorodite Crystallization: A Data-Driven Modeling Insight
February 21, 2023
Abstract
Bioscorodite crystallization is a promising process for the proper immobilization of arsenic from acidic metallurgical wastewater, and Acidianus brierleyi is an effective archaeon to oxidize Fe(II) and As(III) simultaneously. This paper deals with the development of an experimentally validated mathematical model to gain insight into the simultaneous processes of Fe(II) and As(III) oxidation via microbial cells and the exopolysaccharide (EPS) matrix, As(V) precipitation, and bioscorodite crystallization, which are affected by several factors. After the mathematical structure was proposed, a model fitting was performed, finding global determination coefficients between 0.96 and 0.99 (with p-values < 0.001) for all the variables. The global sensitivity analysis via Monte Carlo simulations allowed us to identify the critical parameters whose sensitivity depends on culture conditions. The model was then implemented to evaluate the effect of cell concentration, Fe(II) and As(III) concentrations (at Fe/As = 1.4), and oxidation rate constants for A. brierleyi and the EPS region, noting that these factors play an important role in the process. Our results showed that the proposed model can be used as a robust simulation platform for the further analysis of the bioscorodite crystallization process under extremophilic conditions.
Keywords
arsenic, bioscorodite, exopolysaccharide matrix, iron, Modelling, precipitation
Suggested Citation
Aguilar-López R, Medina-Moreno SA, Sharma A, Tec-Caamal EN. Synergistic Effect of As(III)/Fe(II) Oxidation by Acidianus brierleyi and the Exopolysaccharide Matrix for As(V) Removal and Bioscorodite Crystallization: A Data-Driven Modeling Insight. (2023). LAPSE:2023.0894
Author Affiliations
Aguilar-López R: Department of Biotechnology and Bioengineering, Centre for Research and Advanced Studies of the National Polytechnic Institute, Av. Instituto Politécnico Nacional No. 2508, Mexico City 07360, Mexico [ORCID]
Medina-Moreno SA: Department of Biotechnology, Polytechnic University of Pachuca, Ex-Hacienda de Santa Bárbara 43830, Mexico
Sharma A: Centre of Bioengineering, School of Engineering and Sciences, Tecnologico de Monterrey, Campus Querétaro, Av. Epigmenio González 500, Querétaro 76130, Mexico [ORCID]
Tec-Caamal EN: Centre of Bioengineering, School of Engineering and Sciences, Tecnologico de Monterrey, Campus Querétaro, Av. Epigmenio González 500, Querétaro 76130, Mexico [ORCID]
Journal Name
Processes
Volume
10
Issue
11
First Page
2363
Year
2022
Publication Date
2022-11-11
ISSN
2227-9717
Version Comments
Original Submission
Other Meta
PII: pr10112363, Publication Type: Journal Article
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LAPSE:2023.0894
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https://doi.org/10.3390/pr10112363
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Feb 21, 2023
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