Moonlighting protein prediction using physico-chemical and evolutional properties via machine learning methods

Moonlighting protein prediction using physico-chemical and evolutional properties via machine learning methods

Abstract Background Moonlighting proteins (MPs) are a subclass of multifunctional proteins in which more than one independent or usually distinct function occurs in a single polypeptide chain. Identification of unknown cellular processes, understanding novel protein mechanisms, improving the predict...

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Bibliographic Details
Main Authors: Farshid Shirafkan, Sajjad Gharaghani, Karim Rahimian, Reza Hasan Sajedi, Javad Zahiri
Format: Article
Language:English
Published: BMC 2021-05-01
Series:BMC Bioinformatics
Subjects:
Moonlighting protein
Multitasking proteins
Physico-chemical properties
PSSM
Outlier
Random forest
Online Access:https://doi.org/10.1186/s12859-021-04194-5

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