title: Assessing the relationship among physicochemical properties of proteins with respect to hydrophobicity: a case study on AGC kinase superfamily.
abstract: Understanding the protein structures is crucial, as it is involved in every cellular activity. Several experimental techniques, such as X-Ray crystallography, nuclear magnetic resonance and electron microscopy are available to gain insight about the structure and function of a protein molecule. Gigantic data on protein structural and sequential information is deposited in various repositories regularly which provide us the scope for more theoretical studies. Hydrophobicity always plays a vital role in tertiary structure formation and behavior of a protein molecule. This study focuses on elucidating influence of several physicochemical properties on hydrophobicity of AGC kinase proteins. AGC kinase superfamily is selected due to its tremendous structural and functional variability and sequence data availability. A combined data mining and stochastic approach confirmed that out of 47 parameters, transmembrane tendency influences the target variable most, followed by percent buried residues, GRAVY (Grand Average Hydropathicity) and aliphatic index. Calculating the influence of different physicochemical parameters and their interrelation will aid tremendously in the future of protein science.
authors.affiliation: Bioinformatics Group, Biology Division, Indian Institute of Chemical Technology (C.S.I.R), Hyderabad 500 007, Andhra Pradesh, India.
authors.forename: Amit Kumar
authors.initials: AK
authors.lastname: Banerjee
authors.forename: B Poorna
authors.initials: BP
authors.lastname: Manasa
authors.forename: Upadhyayula Suryanarayana
authors.initials: US
authors.lastname: Murty
mesh_terms: D055598:Chemical Phenomena; D003198:Computer Simulation; D057225:Data Mining; D057927:Hydrophobic and Hydrophilic Interactions; D017510:Protein Folding; D011494:Protein Kinases / Q000737:chemistry* / Q000145:classification; D013269:Stochastic Processes
chemical_list: D011494:Protein Kinases