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2024 | OriginalPaper | Buchkapitel

COSMO-RS Based Prediction and Screening of Antimicrobial Activities of Deep Eutectic Solvents

verfasst von : Lama Alafandi, Amal A. M. Elgharbawy, Huma Warsi Khan, Azura Amid

Erschienen in: AI and Business, and Innovation Research: Understanding the Potential and Risks of AI for Modern Enterprises

Verlag: Springer Nature Switzerland

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Abstract

A total of 18 different deep eutectic solvents (DESs) were thoroughly analyzed in this extensive study employing the most recent advances in COSMO-RS (Conductor-like Screening Model for Real Solvents) analytical approach. To establish a broad and representative sample for the study, these DESs were carefully chosen and made up of a range of substances, including urea, thymol, menthol, and six different fatty acids. This study’s main goal was to examine the various DESs' antibacterial capabilities by examining how they interacted with bacterial cells. The study concentrated on looking at how the DESs interacted with four crucial bacterial cell components in order to accomplish this aim. Components were 2,6-diaminopimelic acid, N-acetyl-a-neuraminic acid, N-acetyl-muramic acid, and N-acetyl-D-glucosamine. These elements were chosen because they play important roles in the construction and operation of bacterial cells. The results of the research showed that the advanced σ-profiling and σ-potential assessments offered useful information on the most interactive and successful DESs against microbial cells. Decanoic acid-based solvents showed the most effectiveness in interacting with the chosen bacterial cell components among the 18 DESs tested. This study's significance and effects go beyond its immediate conclusions. In order to save resources in creating new antimicrobial drugs, this study provides a simplified method for screening biological components. Furthermore, this research opens doors for further investigation and potential applications of these solvents in the fight against drug-resistant bacteria and the development of new therapeutic approaches for treating infectious diseases by identifying Decanoic acid-based DESs as potent antimicrobial candidates.

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Literatur
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Zurück zum Zitat Abranches, D.O., Martins, M.A.R., Silva, L.P., Schaeffer, N., Pinho, S.P., Coutinho, J.A.P.: Phenolic hydrogen bond donors in the formation of non-ionic deep eutectic solvents: the quest for type v des. Chem. Commun. 55(69), 10253–10256 (2019). https://doi.org/10.1039/c9cc04846dCrossRef Abranches, D.O., Martins, M.A.R., Silva, L.P., Schaeffer, N., Pinho, S.P., Coutinho, J.A.P.: Phenolic hydrogen bond donors in the formation of non-ionic deep eutectic solvents: the quest for type v des. Chem. Commun. 55(69), 10253–10256 (2019). https://​doi.​org/​10.​1039/​c9cc04846dCrossRef
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Metadaten
Titel
COSMO-RS Based Prediction and Screening of Antimicrobial Activities of Deep Eutectic Solvents
verfasst von
Lama Alafandi
Amal A. M. Elgharbawy
Huma Warsi Khan
Azura Amid
Copyright-Jahr
2024
DOI
https://doi.org/10.1007/978-3-031-42085-6_43

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