DeepTM: A deep learning algorithm for prediction of melting temperature of thermophilic proteins directly from sequences.

Li, Mengyu; Wang, Hongzhao; Yang, Zhenwu; Zhang, Longgui; Zhu, Yushan

Li, Mengyu; Wang, Hongzhao; Yang, Zhenwu; Zhang, Longgui; Zhu, Yushan.

Afiliación

Li M; College of Life Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China.
Wang H; College of Life Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China.
Yang Z; College of Life Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China.
Zhang L; SINOPEC Beijing Research Institute of Chemical Industry, Beijing 100013, China.
Zhu Y; College of Life Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China.

Comput Struct Biotechnol J ; 21: 5544-5560, 2023.

Article en En | MEDLINE | ID: mdl-38034401

Palabras clave

Deep learning predictor; Graph convolutional neural network; Melting temperature; Protein thermal stability; Self-attention network; Sequence features

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Texto completo: 1 Banco de datos: MEDLINE Idioma: En Revista: Comput Struct Biotechnol J Año: 2023 Tipo del documento: Article País de afiliación: China

Texto completo

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PubMed Links

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Texto completo: 1 Banco de datos: MEDLINE Idioma: En Revista: Comput Struct Biotechnol J Año: 2023 Tipo del documento: Article País de afiliación: China