Highly biodegradable fluoroquinolone derivatives designed using the 3D-QSAR model and biodegradation pathways
Yilin Hou1, Yuanyuan Zhao1, Qing Li1
1College of Environmental Science and Engineering, North China Electric Power University, Beijing, 102206, China; MOE Key Laboratory of Resources and Environmental System Optimization, North China Electric Power University, Beijing, 102206, China.
This study developed a 3D-QSAR model to enhance fluoroquinolone (FQ) biodegradability in wastewater treatment. Derivative-15 showed improved biodegradability and environmental friendliness, confirmed by molecular docking and simulations.
Area of Science:
- Environmental Chemistry
- Computational Chemistry
- Biotechnology
Background:
- Fluoroquinolones (FQs) are persistent organic pollutants in wastewater.
- Understanding FQ biodegradability is crucial for effective wastewater treatment.
- Phanerochaete chrysosporium's oxidoreductase plays a role in aerobic FQ degradation.
Purpose of the Study:
- To establish a 3D-QSAR model for predicting and enhancing FQ biodegradability.
- To design novel FQ derivatives with improved biodegradability and environmental profiles.
- To investigate the molecular mechanisms underlying enhanced FQ biodegradation.
Main Methods:
- Comparative Molecular Field Analysis (CoMFA) for 3D-QSAR model development.
- Molecular docking simulations of FQs with Phanerochaete chrysosporium oxidoreductase (PDB ID: 1YZP).
- Design and evaluation of 35 FQ derivatives, including genotoxicity, bioconcentration, and photodegradation assessments.
- Molecular dynamics simulations and analysis of microbial degradation pathways.
Main Results:
- A reliable 3D-QSAR model (q²=0.516, r²pred=0.727) identified key structural features for enhancing biodegradability.
- Derivative-15 exhibited a 27.85% increase in biodegradability compared to levofloxacin (LEV), with favorable environmental characteristics.
- Molecular docking and dynamics simulations confirmed enhanced binding affinity of Derivative-15 to the target oxidoreductase due to improved electrostatic interactions.
- Proposed microbial degradation pathways for LEV and Derivative-15 showed a 32.07% reduction in the total energy barrier for Derivative-15.
Conclusions:
- The 3D-QSAR model effectively guides the design of biodegradable FQ derivatives.
- Derivative-15 represents a promising environmentally friendly FQ with significantly enhanced biodegradability.
- Enhanced electrostatic interactions and reduced degradation energy barriers contribute to the improved biodegradability of designed FQ derivatives.
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