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Published on: May 16, 2021
E-pharmacophore based virtual screening of potent lead molecules against Cystic Fibrosis: An in silico study
Sabareeswari Jeyaraman1, Jeyanthi Sankar1, Ling Shing Wong2
1Department of Bioinformatics, Pharmacogenomics and CADD Lab, Alagappa University, Karaikudi, Tamil Nadu, India.
Abstract:
Cystic fibrosis is an autosomal recessive condition caused by mutations in the CFTR gene, which encodes the CFTR protein. Currently, CF is a life-limiting illness that has a limited cure. The present study aimed to identify top leads against CFTR protein with F508del in comparison with Lumacaftor. In this study, a homology model of the NBD domain of CFTR protein was developed using the available NBD domain crystal structure. The protein model was refined through apo dynamics. Energy-optimized pharmacophore mapping was carried out to identify essential features for CFTR, resulting in a model with a hydrogen-bond donor, two hydrogen-bond acceptors, and three aromatic ring sites. A screening of a compound from the NPASS database using these DAARRR six-point-pharmacophore features led to the identification of potential ligands that could act against CFTR protein. Further studies such as ADME/T, molecular dynamics, MM_GBSA, and DFT were performed to identify the top-hit compound from the NPASS database. The compound Anguibactin (NPC41982) has been identified as a top lead that exhibits higher binding affinity and stability than the reference compound Lumacaftor, suggesting their potential to bind to the active site of the CFTR protein. These compounds could serve as starting points for the development of drug-like molecules for treating cystic fibrosis.
Insights
Researchers identified Anguibactin as a promising lead compound for cystic fibrosis treatment. This compound shows higher binding affinity and stability against the CFTR protein compared to Lumacaftor, offering new therapeutic potential.
Area of Science:
- Biochemistry
- Computational Chemistry
- Drug Discovery
Background:
- Cystic fibrosis (CF) is a genetic disorder caused by mutations in the CFTR gene, leading to a life-limiting illness with limited treatment options.
- The F508del mutation is the most common mutation, significantly impacting CFTR protein function.
- Developing novel therapeutic agents targeting the CFTR protein is crucial for improving patient outcomes.
Purpose of the Study:
- To identify novel lead compounds targeting the CFTR protein, specifically addressing the F508del mutation.
- To compare the efficacy of identified lead compounds with the existing drug Lumacaftor.
- To explore potential drug-like molecules for cystic fibrosis treatment.
Main Methods:
- Homology modeling of the CFTR NBD domain and refinement using apo dynamics.
- Pharmacophore mapping to define essential binding features for CFTR.
- Virtual screening of the NPASS database using a six-point pharmacophore model.
- In silico analysis including ADME/T, molecular dynamics, MM_GBSA, and DFT.
Main Results:
- A pharmacophore model with specific hydrogen-bonding and aromatic features was developed for CFTR.
- Virtual screening identified potential ligands from the NPASS database.
- Anguibactin (NPC41982) emerged as a top lead compound.
- Anguibactin demonstrated superior binding affinity and stability compared to Lumacaftor in silico.
Conclusions:
- Anguibactin is a promising lead compound for targeting the CFTR protein in cystic fibrosis.
- The identified compound exhibits enhanced binding characteristics over Lumacaftor.
- These findings provide a foundation for developing new drug-like molecules for cystic fibrosis therapy.
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