ccSOL omics: a webserver for solubility prediction of endogenous and heterologous expression in Escherichia coli

被引:81
作者
Agostini, Federico [1 ,2 ]
Cirillo, Davide [1 ,2 ]
Maria Livi, Carmen [1 ,2 ]
Delli Ponti, Riccardo [1 ,2 ]
Gaetano Tartaglia, Gian [1 ,2 ]
机构
[1] Ctr Genom Regulat CRG, Barcelona 08003, Spain
[2] UPF, Barcelona 08003, Spain
基金
欧洲研究理事会;
关键词
PROTEIN SOLUBILITY; AGGREGATION; SEQUENCES;
D O I
10.1093/bioinformatics/btu420
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
A Summary: Here we introduce ccSOL omics, a webserver for largescale calculations of protein solubility. Our method allows (i) proteome-wide predictions; (ii) identification of soluble fragments within each sequences; (iii) exhaustive single-point mutation analysis. Results: Using coil/disorder, hydrophobicity, hydrophilicity, beta-sheet and alpha-helix propensities, we built a predictor of protein solubility. Our approach shows an accuracy of 79% on the training set (36990 Target Track entries). Validation on three independent sets indicates that ccSOL omics discriminates soluble and insoluble proteins with an accuracy of 74% on 31760 proteins sharing <30% sequence similarity.
引用
收藏
页码:2975 / 2977
页数:3
相关论文
共 23 条
[1]   Sequence-Based Prediction of Protein Solubility [J].
Agostini, Federico ;
Vendruscolo, Michele ;
Tartaglia, Gian Gaetano .
JOURNAL OF MOLECULAR BIOLOGY, 2012, 421 (2-3) :237-241
[2]   Dynamic Transcriptional Response of Escherichia coli to Inclusion Body Formation [J].
Baig, Faraz ;
Fernando, Lawrence P. ;
Salazar, Mary Alice ;
Powell, Rhonda R. ;
Bruce, Terri F. ;
Harcum, Sarah W. .
BIOTECHNOLOGY AND BIOENGINEERING, 2014, 111 (05) :980-999
[3]   Recombinant protein folding and misfolding in Escherichia coli [J].
Baneyx, F ;
Mujacic, M .
NATURE BIOTECHNOLOGY, 2004, 22 (11) :1399-1408
[4]   Predicting protein associations with long noncoding RNAs [J].
Bellucci, Matteo ;
Agostini, Federico ;
Masin, Marianela ;
Tartaglia, Gian Gaetano .
NATURE METHODS, 2011, 8 (06) :444-445
[5]   The protein structure initiative structural genomics knowledgebase [J].
Berman, Helen M. ;
Westbrook, John D. ;
Gabanyi, Margaret J. ;
Tao, Wendy ;
Shah, Raship ;
Kouranov, Andrei ;
Schwede, Torsten ;
Arnold, Konstantin ;
Kiefer, Florian ;
Bordoli, Lorenza ;
Kopp, Jrgen ;
Podvinec, Michael ;
Adams, Paul D. ;
Carter, Lester G. ;
Minor, Wladek ;
Nair, Rajesh ;
Baer, Joshua La .
NUCLEIC ACIDS RESEARCH, 2009, 37 :D365-D368
[6]   RNA-mediated chaperone type for de novo protein folding [J].
Choi, Seong Il ;
Ryu, Kisun ;
Seong, Baik L. .
RNA BIOLOGY, 2009, 6 (01) :21-24
[7]   Discovery of protein-RNA networks [J].
Cirillo, Davide ;
Maria Livi, Carmen ;
Agostini, Federico ;
Gaetano Tartaglia, Gian .
MOLECULAR BIOSYSTEMS, 2014, 10 (07) :1632-1642
[8]   AGGRESCAN:: a server for the prediction and evaluation of "hot spots" of aggregation in polypeptides [J].
Conchillo-Sole, Oscar ;
de Groot, Natalia S. ;
Aviles, Francesc X. ;
Vendrell, Josep ;
Daura, Xavier ;
Ventura, Salvador .
BMC BIOINFORMATICS, 2007, 8 (1)
[9]   Role of Prion Protein Aggregation in Neurotoxicity [J].
Corsaro, Alessandro ;
Thellung, Stefano ;
Villa, Valentina ;
Nizzari, Mario ;
Florio, Tullio .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2012, 13 (07) :8648-8669
[10]   Prediction of sequence-dependent and mutational effects on the aggregation of peptides and proteins [J].
Fernandez-Escamilla, AM ;
Rousseau, F ;
Schymkowitz, J ;
Serrano, L .
NATURE BIOTECHNOLOGY, 2004, 22 (10) :1302-1306