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Author Spotlight: Advancing Therapeutics to Treat Vibriosis in Humans and Aquatic Organisms
Published on: May 31, 2024
Docking and PLS studies on a set of thiophenes RNA polymerase inhibitors against Staphylococcus aureus
Luciana Scotti, Edeltrudes de Oliveira Lima, Marcelo Sobral da Silva
1Health Sciences Center, Federal University of Paraiba, Campus I 58051-970, João Pessoa, PB, Brazil. luciana.scotti@gmail.com.
Abstract:
Staphylococcus aureus lives in commensalism with the majority of the population, being recognized as an important pathogen in patients with chronic liver diseases and can cause a deadly infection. The use of antibiotics as rifampin for the chemotherapy of infections caused by S. aureus has resulted in the selection of mutants with resistance. In an attempt to combat resistant strains new research is continuously conducted, as example searching new biological targets or new inhibitors such as tiophenes derivatives that can inhibit the RNA polymerase enzyme. This work investigated the set of tiophenes, selected from of literature and with RNA polymerase enzyme inhibitory activity of S. aureus. After seeking further information on existing scientific literature, the compounds under study were applied the methodologies of PLS, docking and calculation of Molecular Interaction Fields (MIFs) using Pentacle and VolSurf programmes. In addition, a comparison was made with two tiophenes synthesized in our laboratory and which have been tested against the bacteria. Docking studies showed that active compounds had more interactions with the amino acids on active site when compared with rifampicin. The best model obtained in PLS, considering two LVs (latent variables), after leave-one-outvalidation, exhibited the statistical parameters qcv(2) = 0.68 and r(2) = 0.85. External prediction model presented a rext(2) = 0.67. The obtained model through PLS analyses was able to predict the behavior of compounds synthesized by us. So we extract structural features important for the activity of these compounds. In this paper, first we discussed the topics: S. aureus, tiophenes, RNA polymerase, docking and QSAR methodologies. Then we have selected a series of 56 tiophenes from literature, which have their biological activity tested against the RNA polymerase enzyme of S. aureus. The compounds were subsequently carried out for Partial Least Squares (PLS) Analysis.
Insights
New thiophene derivatives show promise in combating antibiotic-resistant Staphylococcus aureus by inhibiting RNA polymerase. This research identifies key structural features for developing novel anti-bacterial agents against this dangerous pathogen.
Area of Science:
- Medicinal Chemistry
- Computational Chemistry
- Microbiology
Background:
- Staphylococcus aureus is a common commensal but a dangerous pathogen, especially in chronic liver disease patients.
- Antibiotic resistance, particularly to rifampin, is a growing threat, necessitating new therapeutic strategies.
- RNA polymerase is a validated target for inhibiting S. aureus growth.
Purpose of the Study:
- To investigate thiophene derivatives as potential inhibitors of Staphylococcus aureus RNA polymerase.
- To identify structural features crucial for the anti-bacterial activity of these compounds.
- To develop a predictive model for the activity of novel thiophene derivatives.
Main Methods:
- Literature review and selection of 56 thiophene derivatives with reported RNA polymerase inhibitory activity.
- Computational methods including Partial Least Squares (PLS) analysis, molecular docking, and Molecular Interaction Fields (MIFs) calculation.
- In-house synthesis and testing of two thiophene derivatives for comparison.
Main Results:
- Docking studies revealed that active thiophenes exhibit stronger interactions with the RNA polymerase active site compared to rifampicin.
- A PLS model with two latent variables achieved high statistical significance (qcv(2) = 0.68, r(2) = 0.85) and external predictive power (rext(2) = 0.67).
- The developed PLS model successfully predicted the activity of newly synthesized thiophene compounds, enabling the extraction of key structural activity relationships.
Conclusions:
- Thiophene derivatives are effective inhibitors of Staphylococcus aureus RNA polymerase.
- Computational methodologies (PLS, docking) are valuable tools for predicting and optimizing anti-bacterial compound activity.
- This study provides a foundation for designing novel thiophene-based drugs to combat resistant S. aureus infections.
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