To understand function of proteins in living bodies we need to derive the protein sequences genome sequencing projects. For this purpose, we can use various tools or latest computational methods. These methods are related to the functions directly. Nuclear magnetic resonance (NMR) is helpful to make the 3 D protein structure. We're using a unique method to determine the protein structures in this paper. 1491 proteins have been taken in consideration from BMRB - Biological Magnetic Resonance Bank. The structural categorization of proteins (SCOP) method was useful in locating a set of 119 traits divided into 5 separate types. After conducting study, we were able to determine the structural classes of proteins with an accuracy of 80%. taking help of using Matthew Correlation coefficient. Results conclude that we can use NMR-based method for protein structural class identification as a tool for low-resolution.
Authors: Smit Kumar, Dhiraj Kapila, Raja Sarath Kumar Boddu, Dilip Kumar Sharma, Mohit Tiwari, Mohd Naved
DOI: https://doi.org/10.1109/icaeca52838.2021.9675628
Publish Year: 2021
