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Protocol for the prediction, interpretation, and mutation evaluation of post-translational modification using MIND-S.

Authors :
Yan Y
Wang D
Xin R
Soriano RA
Ng DCM
Wang W
Ping P
Source :
STAR protocols [STAR Protoc] 2023 Dec 15; Vol. 4 (4), pp. 102682. Date of Electronic Publication: 2023 Nov 18.
Publication Year :
2023

Abstract

Post-translational modifications (PTMs) serve as key regulatory mechanisms in various cellular processes; altered PTMs can potentially lead to human diseases. We present a protocol for using MIND-S (multi-label interpretable deep-learning approach for PTM prediction-structure version), to study PTMs. This protocol consists of step-by-step guide and includes three key applications of MIND-S: PTM predictions based on protein sequences, important amino acids identification, and elucidation of altered PTM landscape resulting from molecular mutations. For complete details on the use and execution of this protocol, please refer to Yan et al (2023). <superscript>1</superscript> .<br />Competing Interests: Declaration of interests The authors declare no competing interests.<br /> (Copyright © 2023 The Authors. Published by Elsevier Inc. All rights reserved.)

Details

Language :
English
ISSN :
2666-1667
Volume :
4
Issue :
4
Database :
MEDLINE
Journal :
STAR protocols
Publication Type :
Academic Journal
Accession number :
37979178
Full Text :
https://doi.org/10.1016/j.xpro.2023.102682