Literature DB >> 33758736

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

Twinkle Chaudhary1, Dinesh Yadav2, Deepak Chhabra3, Rajesh Gera4, Pratyoosh Shukla1,5.   

Abstract

The plant growth-promoting rhizobacteria (PGPR) can improve the biotic or abiotic stress condition by exploiting the productivity and plant growth of the plants under stressful conditions. This study examines the role of a rhizospheric bacterial isolate Kosakonia pseudosacchari TCPS-4 isolated from cluster bean plant (Cyamopsis tetragonoloba) under dryland condition. The low-cost media engineering was evaluated, and the phosphate-solubilizing and IAA-producing abilities of Kosakonia pseudosacchari TCPS-4 were improved using a hybrid statistical tool viz. Multi-objective Genetic Algorithm (MOGA). Further, the effect of carbon and nitrogen media constituents and their interactions on IAA production and phosphate solubilization were also confirmed by a single-factor experiment assay. This revealed that MOGA-based model depicted 47.5 mg/L inorganic phosphate as the highest phosphate concentration in media containing 45 g/L carbon source, 12 g/L nitrogen source and 0.20 g/L MgSO4. The highest IAA production was 18.74 mg/L in media containing 45 g/L carbon source, 12 g/L nitrogen source and 0.2 g/L MgSO4. These values were also confirmed and measured by the experiments with phosphate solubilization of 45.71 mg/L and IAA production of 18.71 mg/L with 1012 cfu/mL. This concludes that effective media engineering using these statistical tools can enhance the phosphate and IAA production by each model. A good correlation between measured and predicted values of each model confirms the validity of both responses. The present study gives an insight on media engineering for phosphate and IAA production by Kosakonia pseudosacchari TCPS-4. © King Abdulaziz City for Science and Technology 2021.

Entities:  

Keywords:  IAA; Kosakonia pseudosacchari; Multi-objective Genetic Algorithm (MOGA); PGPR; Stress tolerance

Year:  2021        PMID: 33758736      PMCID: PMC7936013          DOI: 10.1007/s13205-021-02690-2

Source DB:  PubMed          Journal:  3 Biotech        ISSN: 2190-5738            Impact factor:   2.406


  16 in total

1.  An efficient method for qualitative screening of phosphate-solubilizing bacteria.

Authors:  S Mehta; C S Nautiyal
Journal:  Curr Microbiol       Date:  2001-07       Impact factor: 2.188

2.  Optimization of critical medium components using response surface methodology for biomass and extracellular polysaccharide production by Agaricus blazei.

Authors:  Gao-Qiang Liu; Xiao-Ling Wang
Journal:  Appl Microbiol Biotechnol       Date:  2006-11-04       Impact factor: 4.813

Review 3.  Response surface methodology (RSM) as a tool for optimization in analytical chemistry.

Authors:  Marcos Almeida Bezerra; Ricardo Erthal Santelli; Eliane Padua Oliveira; Leonardo Silveira Villar; Luciane Amélia Escaleira
Journal:  Talanta       Date:  2008-05-21       Impact factor: 6.057

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

Authors:  Dinesh Kumar Saini; Dinesh Yadav; Sunil Pabbi; Deepak Chhabra; Pratyoosh Shukla
Journal:  Bioresour Technol       Date:  2020-04-08       Impact factor: 9.642

5.  Isolation and Characterization of Indigenous Plant Growth-Promoting Rhizobacteria (PGPR) from Cardamom Rhizosphere.

Authors:  Pottekkat Sidharthan Panchami; Kalyanasundaram Geetha Thanuja; Subburamu Karthikeyan
Journal:  Curr Microbiol       Date:  2020-07-17       Impact factor: 2.188

6.  Medium optimization for the production of thermal stable beta-glucanase by Bacillus subtilis ZJF-1A5 using response surface methodology.

Authors:  Xing-Jun Tang; Guo-Qing He; Qi-He Chen; Xiu-Yan Zhang; Mokhtar A M Ali
Journal:  Bioresour Technol       Date:  2004-06       Impact factor: 9.642

7.  Multifunctionality and diversity of culturable bacterial communities strictly associated with spores of the plant beneficial symbiont Rhizophagus intraradices.

Authors:  Fabio Battini; Caterina Cristani; Manuela Giovannetti; Monica Agnolucci
Journal:  Microbiol Res       Date:  2015-12-02       Impact factor: 5.415

8.  Enhanced antibiotic production by Streptomyces sindenensis using artificial neural networks coupled with genetic algorithm and Nelder-Mead downhill simplex.

Authors:  C K M Tripathi; Mahvish Khan; Vandana Praveen; Saif Khan; Akanksha Srivastava
Journal:  J Microbiol Biotechnol       Date:  2012-07       Impact factor: 2.351

9.  Characterization of saltern based Streptomyces sp. and statistical media optimization for its improved antibacterial activity.

Authors:  Pandiyan Rajeswari; Polpass Arul Jose; Richa Amiya; Solomon Robinson David Jebakumar
Journal:  Front Microbiol       Date:  2015-01-21       Impact factor: 5.640

10.  Paenibacillus strains with nitrogen fixation and multiple beneficial properties for promoting plant growth.

Authors:  Xiaomeng Liu; Qin Li; Yongbin Li; Guohua Guan; Sanfeng Chen
Journal:  PeerJ       Date:  2019-09-23       Impact factor: 2.984

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