Using Chou’s Five-steps Rule to Classify and Predict Glutathione S-transferases with Different Machine Learning Algorithms and Pseudo Amino Acid Composition
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DOI: 10.1007/s10989-020-10087-7
Abstract: The Glutathione S-Transferases (GSTs) are detoxification enzymes which exist in variety of living organisms such as bacteria, fungi, plants and animals. These multifunctional enzymes play important roles in the biosynthesis of steroids, prostaglandins, apoptosis regulation,… read more here.
Keywords: machine; amino acid; using chou; pseudo amino ... See more keywords
iPhosH-PseAAC: Identify Phosphohistidine Sites in Proteins by Blending Statistical Moments and Position Relative Features According to the Chou's 5-Step Rule and General Pseudo Amino Acid Composition
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DOI: 10.1109/tcbb.2019.2919025
Abstract: Protein phosphorylation is one of the key mechanism in prokaryotes and eukaryotes and is responsible for various biological functions such as protein degradation, intracellular localization, the multitude of cellular processes, molecular association, cytoskeletal dynamics, and… read more here.
Keywords: iphosh pseaac; phosphohistidine sites; phosphohistidine; pseudo amino ... See more keywords
iAmideV-Deep: Valine Amidation Site Prediction in Proteins Using Deep Learning and Pseudo Amino Acid Compositions
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DOI: 10.3390/sym13040560
Abstract: Amidation is an important post translational modification where a peptide ends with an amide group (–NH2) rather than carboxyl group (–COOH). These amidated peptides are less sensitive to proteolytic degradation with extended half-life in the… read more here.
Keywords: valine amidation; acid compositions; amidation site; pseudo amino ... See more keywords