Using word embedding technique to efficiently represent protein sequences for identifying substrate specificities of transporters

• المؤلفون الرئيسيون: Nguyen, Trinh-Trung-Duong, Le, Nguyen Quoc Khanh, Ho, Quang-Thai, Phan, Dinh-Van, Ou, Yu-Yen
• مؤلفون آخرون: School of Humanities
• التنسيق: مقال
• اللغة: English
• منشور في: 2021
• الموضوعات: Science::Biological sciences; Word Embeddings; Feature Extraction
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/150972
• المؤسسة: Nanyang Technological University

Membrane transport proteins and their substrate specificities play crucial roles in various cellular functions. Identifying the substrate specificities of membrane transport proteins is closely related to protein-target interaction prediction, drug design, membrane recruitment, and dysregulation ana...