Evidence map›Paper›PMID 42295472›Full record

ArticleWorld journal of microbiology & biotechnology2026

Enhanced extracellular polymeric substance production and structural remodeling under copper stress in Bacillus paralicheniformis: statistical optimization and characterization.

Rochelle Fernandez, Ishwarya Sivaram, Chandan Kumar Sahoo, Solai Ramatchandirane Prabagaran

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Article in World journal of microbiology & biotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Rochelle FernandezMolecular Microbiology Laboratory, Department of Biotechnology, Bharathiar University, Coimbatore, Tamil Nadu, 641046, India.
Ishwarya SivaramMolecular Microbiology Laboratory, Department of Biotechnology, Bharathiar University, Coimbatore, Tamil Nadu, 641046, India.
Chandan Kumar SahooMolecular Microbiology Laboratory, Department of Biotechnology, Bharathiar University, Coimbatore, Tamil Nadu, 641046, India.
Solai Ramatchandirane PrabagaranMolecular Microbiology Laboratory, Department of Biotechnology, Bharathiar University, Coimbatore, Tamil Nadu, 641046, India. prabagaran@buc.edu.in.ORCID http://orcid.org/0000-0001-8426-5847

Funding

Indian Council of Medical Research No. 45/11/2022/TOXI/BMS
6 · The paper itself

Abstract

Copper stress in bacteria often triggers enhanced extracellular polymeric substances (EPS) production as a protective response, yet the structural and functional consequences of this stress remain poorly characterized. This study evaluated Bacillus paralicheniformis PS1, isolated from the soils of Shola Forest, Idukki, Kerala, for its ability to produce differential EPS under heavy metal stress (copper) and normal conditions. Using Response Surface Methodology (RSM), optimal conditions for EPS production were determined. The transition from a linear to a significant quadratic model (R² = 0.9965) in the presence of copper highlighted complex interactions among process variables, suggesting metabolic adaptation to metal stress. Detailed characterization showed that copper stress led to structural and compositional alterations in the EPS. FTIR and NMR confirmed a heteropolymeric structure rich in hydroxyl, carboxyl, carbonyl, and amide groups, with α- and β-glycosidic linkages. GC-MS revealed a shift toward lipid accumulation, and SEM images displayed a dense, three-dimensional network. Functional evaluation of EPS produced under normal conditions revealed dose-dependent radical scavenging activity, with an IC

Indexed as

BacillusCopperExtracellular Polymeric Substance MatrixStress, PhysiologicalGas Chromatography-Mass SpectrometryMagnetic Resonance SpectroscopySoil MicrobiologySpectroscopy, Fourier Transform InfraredCopperBacillus paralicheniformisBioremediationBiosorptionCopper stressResponse surface methodology

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.