title: Selection of best conditions of inoculum preparation for optimum performance of the pigment production process by Talaromyces spp. using the Taguchi method.
abstract: Process optimisation techniques increasingly need to be used early on in research and development of processes for new ingredients. There are different approaches and this article illustrates the main issues at stake with a method that is an industry best practice, the Taguchi method, suggesting a procedure to assess the potential impact of its drawbacks. The Taguchi method has been widely used in various industrial sectors because it minimises the experimental requirements to define an optimum region of operation, which is particularly relevant when minimising variability is a target. However, it also has drawbacks, especially the intricate confoundings generated by the experimental designs used. This work reports a process optimisation of the synthesis of red pigments by a fungal strain, Talaromyces spp. using the Taguchi methodology and proposes an approach to assess from validation trials whether the conclusions can be accepted with confidence. The work focused on optimising the inoculum characteristics, and the studied factors were spore age and concentration, agitation speed and incubation time. It was concluded that spore age was the most important factor for both responses, with optimum results at 5 days old, with the best other conditions being spores concentration, 100,000 (spores/mL); agitation, 200 rpm; and incubation time, 84 h. The interactive effects can be considered negligible and therefore this is an example where a simple experimental design approach was successful in speedily indicating conditions able to increase pigment production by 63% compared to an average choice of settings. © 2017 American Institute of Chemical Engineers Biotechnol. Prog., 33:621-632, 2017.
authors.affiliation: Process & Chemical Engineering, School of Engineering, University College Cork, Cork, Ireland.|Department of Chemical Engineering, Universidad Autónoma de Coahuila, Saltillo, Coahuila, México.
authors.forename: Lourdes
authors.identifier: http://orcid.org/0000-0002-0270-8382
authors.initials: L
authors.lastname: Morales-Oyervides
authors.affiliation: Process & Chemical Engineering, School of Engineering, University College Cork, Cork, Ireland.
authors.forename: Jorge C
authors.initials: JC
authors.lastname: Oliveira
authors.affiliation: Process & Chemical Engineering, School of Engineering, University College Cork, Cork, Ireland.
authors.forename: Maria J
authors.initials: MJ
authors.lastname: Sousa-Gallagher
authors.affiliation: Department of Chemical Engineering, Universidad Autónoma de Coahuila, Saltillo, Coahuila, México.
authors.forename: Alejandro
authors.initials: A
authors.lastname: Méndez-Zavala
authors.affiliation: Department of Chemical Engineering, Universidad Autónoma de Coahuila, Saltillo, Coahuila, México.
authors.forename: Julio C
authors.initials: JC
authors.lastname: Montañez
mesh_terms: D010860:Pigments, Biological / Q000378:metabolism; D012107:Research Design; D013172:Spores, Fungal / Q000378:metabolism; D032901:Talaromyces / Q000378:metabolism*
chemical_list: D010860:Pigments, Biological
keywords: confounding; design of experiments; process performance; spore age