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Journal ArticleDOI

New hydrophilicity scale derived from high-performance liquid chromatography peptide retention data: correlation of predicted surface residues with antigenicity and X-ray-derived accessible sites.

J. M. R. Parker, +2 more
- 23 Sep 1986 - 
- Vol. 25, Iss: 19, pp 5425-5432
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TLDR
It was found that the HPLC parameters obtained in this study correlated best with antigenicity, and it was shown that a combination of the three best parameters for predicting antigenicity further improved the predictions.
Abstract
A new set of hydrophilicity high-performance liquid chromatography (HPLC) parameters is presented. These parameters were derived from the retention times of 20 model synthetic peptides, Ac-Gly-X-X-(Leu)3-(Lys)2-amide, where X was substituted with the 20 amino acids found in proteins. Since hydrophilicity parameters have been used extensively in algorithms to predict which amino acid residues are antigenic, we have compared the profiles generated by our new set of hydrophilic HPLC parameters on the same scale as nine other sets of parameters. Generally, it was found that the HPLC parameters obtained in this study correlated best with antigenicity. In addition, it was shown that a combination of the three best parameters for predicting antigenicity further improved the predictions. These predicted surface sites or, in other words, the hydrophilic, accessible, or mobile regions were then correlated to the known antigenic sites from immunological studies and accessible sites determined by X-ray crystallographic data for several proteins.

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Citations
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Journal ArticleDOI

A semi-empirical method for prediction of antigenic determinants on protein antigens

A.S. Kolaskar, +1 more
- 10 Dec 1990 - 
TL;DR: Application of this method to a large number of proteins has shown that this method can predict antigenic determinants with about 75% accuracy which is better than most of the known methods.
Journal ArticleDOI

Improved method for predicting linear B-cell epitopes.

TL;DR: An improved method for predicting linear B-cell epitopes by combining the hidden Markov model with one of the best propensity scale methods, which performs significantly better than any of the other methods tested.
Journal ArticleDOI

Prediction of continuous B-cell epitopes in an antigen using recurrent neural network.

Sudipto Saha, +1 more
- 01 Oct 2006 - 
TL;DR: The standard feed‐forward (FNN) and recurrent neural network (RNN) have been used in this study for predicting B‐cell epitopes in an antigenic sequence and it has been observed that RNN (JE) was more successful than FNN in the prediction of B‐ cell epitopes.
Journal ArticleDOI

Age-Dependent Diarrhea Induced by a Rotaviral Nonstructural Glycoprotein

TL;DR: Electrophysiologic data from intestinal mucosa showed that the NSP4 114–135 peptide potentiates chloride secretion by a calcium-dependent signaling pathway, and induced diarrhea in young (6 to 10 days old) CD1 mice.
Journal ArticleDOI

Predicting linear B-cell epitopes using string kernels.

TL;DR: BCPred, a novel method for predicting linear B‐cell epitopes using the subsequence kernel, is proposed and it is shown that the predictive performance of BCPred outperforms 11 SVM‐based classifiers developed and evaluated in the authors' experiments as well as the implementation of AAP (AUC = 0.7).
References
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Journal ArticleDOI

A simple method for displaying the hydropathic character of a protein

TL;DR: A computer program that progressively evaluates the hydrophilicity and hydrophobicity of a protein along its amino acid sequence has been devised and its simplicity and its graphic nature make it a very useful tool for the evaluation of protein structures.
Journal ArticleDOI

The interpretation of protein structures: estimation of static accessibility.

TL;DR: The accessibility of atoms in the twenty common amino acids in model tripeptides of the type Ala-X-Ala are given for defined conformation and the larger non-polar amino acids tend to be more “buried” in the native form of all three proteins.
Journal ArticleDOI

Prediction of protein antigenic determinants from amino acid sequences.

TL;DR: The method was developed using 12 proteins for which extensive immunochemical analysis has been carried out and subsequently was used to predict antigenic determinants for the following proteins, finding that the prediction success rate depended on averaging group length.
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Structural identification of the antibody-binding sites of Hong Kong influenza haemagglutinin and their involvement in antigenic variation

TL;DR: Four ‘antigenic sites’ on the three-dimensional structure of the influenza haemagglutinin are identified and at least one amino acid substitution in each site seems to be required for the production of new epidemic strains between 1968 and 1975.
Journal ArticleDOI

The nature of the accessible and buried surfaces in proteins

TL;DR: The accessible surface areas have been calculated for the individual residues in 12 proteins, and for the extended chains, the secondary structures and tertiary structure of six proteins and it is shown that the accessible surface area of folded proteins is simply proportional to the two-thirds power of their molecular weight.
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