Unb-DPC: Identify mycobacterial membrane protein types by incorporating un-biased dipeptide composition into Chou's general PseAAC.
Sign Up to like & getrecommendations! Published in 2017 at "Journal of theoretical biology"
DOI: 10.1016/j.jtbi.2016.12.004
Abstract: This study investigates an efficient and accurate computational method for predicating mycobacterial membrane protein. Mycobacterium is a pathogenic bacterium which is the causative agent of tuberculosis and leprosy. The existing feature encoding algorithms for protein… read more here.
Keywords: protein; mycobacterium; protein types; composition ... See more keywords
Multi-View Kernel Sparse Representation for Identification of Membrane Protein Types
Sign Up to like & getrecommendations! Published in 2022 at "IEEE/ACM Transactions on Computational Biology and Bioinformatics"
DOI: 10.1109/tcbb.2022.3191325
Abstract: Membrane proteins are the main undertaker of biomembrane functions and play a vital role in many biological activities of organisms. Prediction of membrane protein types has a great help in determining the function of proteins… read more here.
Keywords: membrane; protein types; membrane protein; kernel sparse ... See more keywords
Accurate classification of membrane protein types based on sequence and evolutionary information using deep learning
Sign Up to like & getrecommendations! Published in 2019 at "BMC Bioinformatics"
DOI: 10.1186/s12859-019-3275-6
Abstract: Membrane proteins play an important role in the life activities of organisms. Knowing membrane protein types provides clues for understanding the structure and function of proteins. Though various computational methods for predicting membrane protein types… read more here.
Keywords: information; protein types; membrane protein; membrane ... See more keywords