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Updated: Feb 3, 2026

Identifying Protein-protein Interaction Sites Using Peptide Arrays
Published on: November 18, 2014
Higher peptide nonplanarity (ω) close to protein carboxy-terminal and its positive correlation with ψ dihedral-angle
Smarajit Maiti1, Anindya Sundar Panja2, Bidyut Bandopadhyay2
1Post Graduate Department of Biochemistry and Biotechnology, Cell and Molecular Therapeutics Laboratory, Oriental Institute of Science and Technology, Vidyasagar University, Midnapore, 721102, West Bengal, India.
Background:
Thermostability conferred by ensembles of several weak-interactions results in compactness-rigidity in proteins that impairs their flexibility/function. Understanding of protein's structural modification under stress is important.
Method:
In this study, randomly selected 54 nonhomologous and variedly thermostable (0-20 °C/21-40 °C/41-60 °C/61-80 °C/81-100 °C) proteins were investigated to elucidate their thermostability utilizing multiple bioinformatics-tools. Important physico-chemical factors/peptide-nonplanarity(ω) and Ramachandran-plot were analyzed from the proteins' PDB-structure by SPSS-programme.
Result:
Our ANOVA results suggest that temperature exerted significant and periodic influences on ω (F = 5.81/p = 0.0001) and ψ (F = 6.52/p = 0.0001) dihedral-angles in proteins where peptide nonplanarity obviously favored thermostability. The Pearson-correlation and further goodness of-fit model from ordinal-regression analysis suggest that nonplanarity is increasingly abundant in protein carboxy-terminal (χ2 = 37.9/p = 0.0001) at higher temperatures. Moreover, the ω is found to be highly correlated with ψ (r = 0.289/p = 0.0001) but not ɸ (r = -0.071/p = 0.365) which is supported by the regression-analysis (R2 = 0.085/F = 7.623/p < 0.001). Consistent and paradoxical decrease in the protein-size is linked to protein-thermostability. Hydrophobicity/hydrophilicity/protein phosphorylation and iso-electric point/charge were found to be grossly increasing with the protein-thermostability. However, outlier/disallowed residue-number (mean ± SD) was lower in moderate- and hyper-thermostable proteins, indicating temperature as a better purifying naturalselection-pressure to generate consistent allelic-fitness.
Conclusions:
In the current study, irrespective to the protein homology, nonplanarity has been demonstrated as a significant determinant of protein-thermostability.
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