Prediction of GPI-anchored proteins with pointer neural networks

Magnús Halldór Gíslason,Henrik Nielsen,José Juan Almagro Armenteros,Alexander Rosenberg Johansen

Current Research in Biotechnology（2021）

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摘要

•Deep learning approach for glycosylphosphatidylinositol (GPI) anchoring signal prediction.•A novel, carefully homology partitioned, dataset.•Recurrent neural networks with an attention mechanism.•Exploring biological features uncovered by deep learning.

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关键词

Glycosylphosphatidylinositol,Lipid anchored proteins,Post-translational modification,Protein sorting,Prediction,Neural networks

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