An Approach for Engineering Peptides for Competitive Inhibition of the SARS-COV-2 Spike Protein.
Ana Paula de AbreuFrederico Chaves CarvalhoDiego César Batista MarianoLuana Luiza BastosJuliana Rodrigues Pereira SilvaLeandro Morais de OliveiraRaquel C de Melo MinardiAdriano de Paula SabinoPublished in: Molecules (Basel, Switzerland) (2024)
SARS-CoV-2 is the virus responsible for a respiratory disease called COVID-19 that devastated global public health. Since 2020, there has been an intense effort by the scientific community to develop safe and effective prophylactic and therapeutic agents against this disease. In this context, peptides have emerged as an alternative for inhibiting the causative agent. However, designing peptides that bind efficiently is still an open challenge. Here, we show an algorithm for peptide engineering. Our strategy consists of starting with a peptide whose structure is similar to the interaction region of the human ACE2 protein with the SPIKE protein, which is important for SARS-COV-2 infection. Our methodology is based on a genetic algorithm performing systematic steps of random mutation, protein-peptide docking (using the PyRosetta library) and selecting the best-optimized peptides based on the contacts made at the peptide-protein interface. We performed three case studies to evaluate the tool parameters and compared our results with proposals presented in the literature. Additionally, we performed molecular dynamics (MD) simulations (three systems, 200 ns each) to probe whether our suggested peptides could interact with the spike protein. Our results suggest that our methodology could be a good strategy for designing peptides.
Keyphrases
- molecular dynamics
- sars cov
- amino acid
- protein protein
- public health
- binding protein
- respiratory syndrome coronavirus
- machine learning
- systematic review
- small molecule
- mental health
- deep learning
- endothelial cells
- density functional theory
- coronavirus disease
- dna methylation
- signaling pathway
- gene expression
- genome wide
- angiotensin ii
- aedes aegypti