ANOX: Predicting the Antioxidant Proteins Based on Multi-source Heterogeneous Features.
Sign Up to like & getrecommendations! Published in 2021 at "Analytical biochemistry"
DOI: 10.1016/j.ab.2021.114257
Abstract: As an indispensable component of various living organisms, the antioxidant proteins have been studied for anti-aging and prevention of various diseases, such as altitude sickness, coronary heart disease, and even cancer. However, the traditional experimental… read more here.
Keywords: source; source heterogeneous; multi source; anox predicting ... See more keywords
Identification of antioxidant proteins using a discriminative intelligent model of k-space amino acid pairs based descriptors incorporating with ensemble feature selection
Sign Up to like & getrecommendations! Published in 2020 at "Biocybernetics and Biomedical Engineering"
DOI: 10.1016/j.bbe.2020.10.003
Abstract: Abstract Antioxidant proteins have been discovered closely associated with disease control due to its capability to eradicate excess free radicals. The accurate identification of antioxidant proteins is on the upsurge owing to their therapeutic significance.… read more here.
Keywords: amino acid; antioxidant proteins; model; intelligent model ... See more keywords
Identifying Antioxidant Proteins by Using Amino Acid Composition and Protein-Protein Interactions
Sign Up to like & getrecommendations! Published in 2020 at "Frontiers in Cell and Developmental Biology"
DOI: 10.3389/fcell.2020.591487
Abstract: Excessive oxidative stress responses can threaten our health, and thus it is essential to produce antioxidant proteins to regulate the body’s oxidative responses. The low number of antioxidant proteins makes it difficult to extract their… read more here.
Keywords: protein; amino acid; antioxidant proteins; composition protein ... See more keywords
Identification of Antioxidant Proteins With Deep Learning From Sequence Information
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DOI: 10.3389/fphar.2018.01036
Abstract: Antioxidant proteins have been found closely linked to disease control for its ability to eliminate excess free radicals. Because of its medicinal value, the study of identifying antioxidant proteins is on the upsurge. Many machine-learning… read more here.
Keywords: identification; machine learning; deep learning; antioxidant proteins ... See more keywords
AOPM: Application of Antioxidant Protein Classification Model in Predicting the Composition of Antioxidant Drugs
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DOI: 10.3389/fphar.2021.818115
Abstract: Antioxidant proteins can not only balance the oxidative stress in the body, but are also an important component of antioxidant drugs. Accurate identification of antioxidant proteins is essential to help humans fight diseases and develop… read more here.
Keywords: antioxidant; aopm application; antioxidant drugs; model ... See more keywords