Illuminating the origins of spectral properties of green fluorescent proteins via proteochemometric and molecular modeling

Copyright © 2014 Wiley Periodicals, Inc.

Bibliographische Detailangaben
Veröffentlicht in:Journal of computational chemistry. - 1984. - 35(2014), 27 vom: 15. Okt., Seite 1951-66
1. Verfasser: Nantasenamat, Chanin (VerfasserIn)
Weitere Verfasser: Simeon, Saw, Owasirikul, Wiwat, Songtawee, Napat, Lapins, Maris, Prachayasittikul, Virapong, Wikberg, Jarl E S
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2014
Zugriff auf das übergeordnete Werk:Journal of computational chemistry
Schlagworte:Journal Article Research Support, Non-U.S. Gov't chromophore data mining green fluorescent protein molecular modeling proteochemometrics Amino Acids Ligands Green Fluorescent Proteins 147336-22-9
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520 |a Green fluorescent protein (GFP) has immense utility in biomedical imaging owing to its autofluorescent nature. In efforts to broaden the spectral diversity of GFP, there have been several reports of engineered mutants via rational design and random mutagenesis. Understanding the origins of spectral properties of GFP could be achieved by means of investigating its structure-activity relationship. The first quantitative structure-property relationship study for modeling the spectral properties, particularly the excitation and emission maximas, of GFP was previously proposed by us some years ago in which quantum chemical descriptors were used for model development. However, such simplified model does not consider possible effects that neighboring amino acids have on the conjugated π-system of GFP chromophore. This study describes the development of a unified proteochemometric model in which the GFP chromophore and amino acids in its vicinity are both considered in the same model. The predictive performance of the model was verified by internal and external validation as well as Y-scrambling. Our strategy provides a general solution for elucidating the contribution that specific ligand and protein descriptors have on the investigated spectral property, which may be useful in engineering novel GFP variants with desired characteristics 
650 4 |a Journal Article 
650 4 |a Research Support, Non-U.S. Gov't 
650 4 |a chromophore 
650 4 |a data mining 
650 4 |a green fluorescent protein 
650 4 |a molecular modeling 
650 4 |a proteochemometrics 
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650 7 |a Ligands  |2 NLM 
650 7 |a Green Fluorescent Proteins  |2 NLM 
650 7 |a 147336-22-9  |2 NLM 
700 1 |a Simeon, Saw  |e verfasserin  |4 aut 
700 1 |a Owasirikul, Wiwat  |e verfasserin  |4 aut 
700 1 |a Songtawee, Napat  |e verfasserin  |4 aut 
700 1 |a Lapins, Maris  |e verfasserin  |4 aut 
700 1 |a Prachayasittikul, Virapong  |e verfasserin  |4 aut 
700 1 |a Wikberg, Jarl E S  |e verfasserin  |4 aut 
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