A protein succinylation sites prediction method based on the hybrid architecture of LSTM network and CNN
Sign Up to like & getrecommendations! Published in 2022 at "Journal of bioinformatics and computational biology"
DOI: 10.1142/s0219720022500032
Abstract: The succinylation modification of protein participates in the regulation of a variety of cellular processes. Identification of modified substrates with precise sites is the basis for understanding the molecular mechanism and regulation of succinylation. In… read more here.
Keywords: succinylation sites; sites prediction; succinylation; lstm ... See more keywords
An Improved Computational Prediction Model for Lysine Succinylation Sites Mapping on Homo sapiens by Fusing Three Sequence Encoding Schemes with the Random Forest Classifier
Sign Up to like & getrecommendations! Published in 2021 at "Current Genomics"
DOI: 10.2174/1389202922666210219114211
Abstract: Background Lysine succinylation is one of the reversible protein post-translational modifications (PTMs), which regulate the structure and function of proteins. It plays a significant role in various cellular physiologies including some diseases of human as… read more here.
Keywords: succinylation; succinylation sites; lysine succinylation; sites mapping ... See more keywords
pSuc-FFSEA: Predicting Lysine Succinylation Sites in Proteins Based on Feature Fusion and Stacking Ensemble Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Cell and Developmental Biology"
DOI: 10.3389/fcell.2022.894874
Abstract: Being a new type of widespread protein post-translational modifications discovered in recent years, succinylation plays a key role in protein conformational regulation and cellular function regulation. Numerous studies have shown that succinylation modifications are closely… read more here.
Keywords: succinylation; succinylation sites; psuc ffsea; stacking ensemble ... See more keywords
MDCAN-Lys: A Model for Predicting Succinylation Sites Based on Multilane Dense Convolutional Attention Network
Sign Up to like & getrecommendations! Published in 2021 at "Biomolecules"
DOI: 10.3390/biom11060872
Abstract: Lysine succinylation is an important post-translational modification, whose abnormalities are closely related to the occurrence and development of many diseases. Therefore, exploring effective methods to identify succinylation sites is helpful for disease treatment and research… read more here.
Keywords: network; mdcan lys; succinylation; succinylation sites ... See more keywords