PepFun: Open Source Protocols for Peptide-Related Computational Analysis

被引:10
|
作者
Ochoa, Rodrigo [1 ]
Cossio, Pilar [1 ,2 ]
机构
[1] Univ Antioquia, Max Planck Tandem Grp, Biophys Trop Dis, Medellin 050010, Colombia
[2] Max Planck Inst Biophys, Dept Theoret Biophys, D-60348 Frankfurt, Germany
来源
MOLECULES | 2021年 / 26卷 / 06期
关键词
peptide; !text type='python']python[!/text; bioinformatics; cheminformatics;
D O I
10.3390/molecules26061664
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Peptide research has increased during the last years due to their applications as biomarkers, therapeutic alternatives or as antigenic sub-units in vaccines. The implementation of computational resources have facilitated the identification of novel sequences, the prediction of properties, and the modelling of structures. However, there is still a lack of open source protocols that enable their straightforward analysis. Here, we present PepFun, a compilation of bioinformatics and cheminformatics functionalities that are easy to implement and customize for studying peptides at different levels: sequence, structure and their interactions with proteins. PepFun enables calculating multiple characteristics for massive sets of peptide sequences, and obtaining different structural observables derived from protein-peptide complexes. In addition, random or guided library design of peptide sequences can be customized for screening campaigns. The package has been created under the python language based on built-in functions and methods available in the open source projects BioPython and RDKit. We present two tutorials where we tested peptide binders of the MHC class II and the Granzyme B protease.
引用
收藏
页数:12
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