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

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

STAR Protoc

NIH BRIDGE2AI Center at UCLA & NHLBI Integrated Cardiovascular Data Science Training Program at UCLA, Suite 1-609, MRL Building, 675 Charles E. Young Dr. South, Los Angeles, CA 90095-1760, USA; Medical Informatics Program, University of California at Los Angeles (UCLA), Los Angeles, CA 90095, USA; D

Published: December 2023


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Article 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)..

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10694567PMC
http://dx.doi.org/10.1016/j.xpro.2023.102682DOI Listing

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