Identification of multiple physicochemical and structural properties associated with soluble expression of eukaryotic proteins in cell-free bacterial extracts
被引:2
|
作者:
Tokmakov, Alexander A.
论文数: 0引用数: 0
h-index: 0
机构:
Kobe Univ, Res Ctr Environm Genom, Kobe, Hyogo 6578501, JapanKobe Univ, Res Ctr Environm Genom, Kobe, Hyogo 6578501, Japan
Tokmakov, Alexander A.
[1
]
机构:
[1] Kobe Univ, Res Ctr Environm Genom, Kobe, Hyogo 6578501, Japan
来源:
FRONTIERS IN MICROBIOLOGY
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2014年
/
5卷
关键词:
cell-free protein synthesis;
protein solubility;
physicochemical and structural protein properties;
categorical data analysis;
correlation analysis;
ESCHERICHIA-COLI;
BIOINFORMATICS ANALYSIS;
PREDICTION;
PROTEOMICS;
GENOMICS;
CORRELATE;
SYSTEMS;
SITES;
D O I:
10.3389/fmicb.2014.00295
中图分类号:
Q93 [微生物学];
学科分类号:
071005 ;
100705 ;
摘要:
Bacterial extracts are widely used to synthesize recombinant proteins. Vast data volumes have been accumulated in cell-free expression databases, covering a whole range of existing proteins. It makes possible comprehensive bioinformatics analysis and identification of multiple features associated with protein solubility and aggregation. In the present paper, an approach to identify the multiple physicochemical and structural properties of amino acid sequences associated with soluble expression of eukaryotic proteins in cell-free bacterial extracts is presented. The method includes: (1) categorical assessment of expression data; (2) calculation and prediction of multiple properties of expressed sequences; (3) correlation of the individual properties with the expression scores; and (4) evaluation of statistical significance of the observed correlations. Using this method, a number of significant correlations between calculated and predicted properties of amino acid sequences and their propensity for soluble cell-free expression have been revealed.