Literature DB >> 32334343

Phycobiliproteins from Anabaena variabilis CCC421 and its production enhancement strategies using combinatory evolutionary algorithm approach.

Dinesh Kumar Saini1, Dinesh Yadav2, Sunil Pabbi3, Deepak Chhabra4, Pratyoosh Shukla5.   

Abstract

The production of phycobiliproteins (PBPs) from cyanobacteria represents both the industrial application and their commercial value. In this study, the capability of Anabaena variabilis CCC421 for the production of PBPs was evaluated which was further improved by optimization of selected BG-11 medium components viz. FAC, K2HPO4 and trace metals. A design matrix approach using evolutionary algorithm comprised of genetic-algorithm (GA) and fuzzy-logic-methodology (FLM), i.e., GA-Fuzzy, was used for the optimization. The maximum production of PBPs obtained with combinatory approach of GA-Fuzzy was 408.5 mg/L at an optimum combination of factors (FAC 0.153 g/L, K2HPO4 0.2 g/L and Trace metals 0.5 ml/L) which was a 2.13 fold more than the control medium. This novel approach is very useful for modulating biological processes since various nutrients and metabolites have greater influence on these processes.
Copyright © 2020 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Anabaena variabilis; Fuzzy-logic-methodology; Genetic-algorithm (GA); Phycobiliproteins

Mesh:

Substances:

Year:  2020        PMID: 32334343     DOI: 10.1016/j.biortech.2020.123347

Source DB:  PubMed          Journal:  Bioresour Technol        ISSN: 0960-8524            Impact factor:   9.642


  4 in total

1.  Mate Analysis of Hepatocellular Carcinoma Immune Subtypes and Their Functional Effects Based on Fuzzy Logic and Evolutionary Algorithms.

Authors:  Qingge Chen; Chaoyi Liu; Yujia Huo
Journal:  Contrast Media Mol Imaging       Date:  2022-05-05       Impact factor: 3.009

2.  Low-cost media engineering for phosphate and IAA production by Kosakonia pseudosacchari TCPS-4 using Multi-objective Genetic Algorithm (MOGA) statistical tool.

Authors:  Twinkle Chaudhary; Dinesh Yadav; Deepak Chhabra; Rajesh Gera; Pratyoosh Shukla
Journal:  3 Biotech       Date:  2021-03-05       Impact factor: 2.406

3.  Enhancement of Phycobiliprotein Accumulation in Thermotolerant Oscillatoria sp. through Media Optimization.

Authors:  Antonio Zuorro; Angela G Leal-Jerez; Leidy K Morales-Rivas; Sandra O Mogollón-Londoño; Edwar M Sanchez-Galvis; Janet B García-Martínez; Andrés F Barajas-Solano
Journal:  ACS Omega       Date:  2021-04-12

Review 4.  Artificial Intelligence in Nutrients Science Research: A Review.

Authors:  Jarosław Sak; Magdalena Suchodolska
Journal:  Nutrients       Date:  2021-01-22       Impact factor: 6.706

  4 in total

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