PS-GO parametric protein search engine

  • Yanlin Mi
  • , Stefan Bogdan Marcu
  • , Sabin Tabirca
  • , Venkata V.B. Yallapragada

Research output: Contribution to journalArticlepeer-review

Abstract

With the explosive growth of protein-related data, we are confronted with a critical scientific inquiry: How can we effectively retrieve, compare, and profoundly comprehend these protein structures to maximize the utilization of such data resources? PS-GO, a parametric protein search engine, has been specifically designed and developed to maximize the utilization of the rapidly growing volume of protein-related data. This innovative tool addresses the critical need for effective retrieval, comparison, and deep understanding of protein structures. By integrating computational biology, bioinformatics, and data science, PS-GO is capable of managing large-scale data and accurately predicting and comparing protein structures and functions. The engine is built upon the concept of parametric protein design, a computer-aided method that adjusts and optimizes protein structures and sequences to achieve desired biological functions and structural stability. PS-GO utilizes key parameters such as amino acid sequence, side chain angle, and solvent accessibility, which have a significant influence on protein structure and function. Additionally, PS-GO leverages computable parameters, derived computationally, which are crucial for understanding and predicting protein behavior. The development of PS-GO underscores the potential of parametric protein design in a variety of applications, including enhancing enzyme activity, improving antibody affinity, and designing novel functional proteins. This advancement not only provides a robust theoretical foundation for the field of protein engineering and biotechnology but also offers practical guidelines for future progress in this domain.

Original languageEnglish
Pages (from-to)1499-1509
Number of pages11
JournalComputational and Structural Biotechnology Journal
Volume23
DOIs
Publication statusPublished - Dec 2024

Keywords

  • Parametric protein design
  • Parametric protein search
  • Protein parameters database
  • Protein search engine
  • Protein topology

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