PQL: Protein query language
Document Type
Conference Proceeding
Publication Date
12-1-2012
Subject Area
ARRAY(0x5649f13f1208)
Abstract
This paper introduces a Protein Query Language (PQL) for querying protein structures in an expressive yet concise manner. One of the objectives of the paper is to demonstrate how such a language would be beneficial to protein researchers to obtain in-depth protein data from a relational database without extensive SQL knowledge. The language features options such as limiting query results by key protein characteristics such as methyl donated hydrogen bond interactions, minimum and maximum phi and psi angles, repulsive forces, CH/Pi calculations, and other pertinent factors. A backend data model was designed to support storage and retrieval of protein primary and secondary sequences, atomic-level data, as well as calculations on said data. A relational DBMS is used as the persistent storage backend, with every effort made to ensure transparent portability to most relational database systems. In addition, front end applications can be developed to support retrieving, transforming, and preprocessing of information from the Research Collaboratory for Structural Bioinformatics (RCSB) into the backend data repository. The new language and associated architecture allow users to load additional protein files from RCSB into the database, issue standard queries to download pertinent data in user-friendly formats including CSV files, issue non-standard queries against secondary structures via the protein query language, and run error-detection routines against data in the database. Query results may include normalized or denormalized data, model and chain data, residue data, atom detail data, and primary as well as secondary structure data. © 2012 IEEE.
Publication Title
Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012
Volume
2
First Page
127
Last Page
132
Digital Object Identifier (DOI)
10.1109/ICMLA.2012.217
ISBN
9780769549132
Citation Information
S. Elfayoumy and P. Bathen, "PQL: Protein Query Language," 2012 11th International Conference on Machine Learning and Applications, 2012, pp. 127-132, doi: 10.1109/ICMLA.2012.217.