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iCn3D scrapper and annotator

This project is part of the Protein Codeathon at ISMB 2022, and is mainly creating some useful python and/or node.js scripts to:-
(i) add annotatation of protein residue, especially post-translational modifications (PTMs);
(ii) scrap the existing information, including the 3d domain, interactions and distance table

Table of Contents

Introduction

iCn3D (https://www.ncbi.nlm.nih.gov/Structure/icn3d/full.html) is a web-based molecular structure visualizing interactive tool, which can also be accessed programmatically using NodeJS script. There are a few protein annotations available in the current version of iCn3D, such as SNPs, ClinVar, conserved domains, functional sites, 3D domains, interactions, disulfide bonds and cross linkages. In order to extracting the result for a large set of 3D structure, users can use either Python or Node.js scripts. Hence, we focus on creating some user-friendly python/node.js scripts to ease running a bulk analysis. Additionally, novel PTMs annotation is now added to improve the protein annotation function in iCn3D.

Methodology

Workflow

Scrapper - From UI to Data

(i) 3d domain annotation
image

(ii) interaction
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(iii) distance table
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Annotator - PTMs
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iCn3D scrapper for existing information - 3d domain, interactions and distance table

by Jiyao Wang, Raphael Trevizani, Li Chuin Chong
In order to download 3d domain, interactions and distance table automatically from UI, a node.js is created for former annotation while two python scripts are created for latter annotations using selenium and chromedriver.

Novel annotation to iCn3D - PTMs

by Sachendra Kumar The input PTMs files were prepared using the downloaded PTMs sites information for Acetylation, Methylation, Phosphorylations, Sumoylation, and Ubiquitination from PhosphoSitePlus database using python script. For example, Header: UniprotId,PTMaa,PTMpos,Metadata and its associated data Data: Q12888,T,100,https://www.phosphosite.org/siteAction.action?id=31887780 For proof of the concept, we did custom annotation for PTMs in iCn3D for user input based annotation.

Result

iCn3D scrapper for existing information - 3d domain, interactions and distance table

Novel annotation to iCn3D - PTMs & 3D domain

Next steps

Scrapper: expand this functionality to all other menus
Annotator: implementing the PTMS annotation using node.js script-based user interface and adding novel annotations, such as somatic mutations (COSMIC database), other PTMs Glycosylation, Succinylation, and automating using REST API user interface.

Team members

Jiyao Wang (Team Lead), National Center for Biotechnology Information (NCBI), USA
Li Chuin Chong (Writer), TWINCORE GmbH, Germany
Sachendra Kumar (Writer), Indian Institute of Science, India
Raphael Trevizani, IEDB and Fiocruz, Brazil
David Enoma (Technology Support), Noma Integrated Technology Solutions, Nigeria.
Jack Lin

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