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- Emrén, Lars O., et al.
(författare)
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Functionally diverging molecular quasi-species evolve by crossing two enzymes
- 2006
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Ingår i: Proceedings of the National Academy of Sciences of the United States of America. - : Proceedings of the National Academy of Sciences. - 0027-8424 .- 1091-6490. ; 103:29, s. 10866-10870
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Tidskriftsartikel (refereegranskat)abstract
- Molecular evolution is frequently portrayed by structural relationships, but delineation of separate functional species is more elusive. We have generated enzyme variants by stochastic recombinations of DNA encoding two homologous detoxication enzymes, human glutathione transferases M1-1 and M2-2, and explored their catalytic versatilities. Sampled mutants were screened for activities with eight alternative substrates, and the activity fingerprints were subjected to principal component analysis. This phenotype characterization clearly identified at least three distributions of substrate selectivity, where one was orthogonal to those of the parent-like distributions. This approach to evolutionary data mining serves to identify emerging molecular quasi-species and indicates potential trajectories available for further protein evolution.
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- Kurtovic, Sanela, et al.
(författare)
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Multivariate-activity mining for molecular quasi-species in a glutathione transferase mutant library
- 2007
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Ingår i: Protein Engineering Design & Selection. - : Oxford University Press (OUP). - 1741-0126 .- 1741-0134. ; 20:5, s. 243-256
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Tidskriftsartikel (refereegranskat)abstract
- A library of recombinant glutathione transferases (GSTs) generated by shuffling of DNA encoding human GST M1-1 and GST M2-2 was screened with eight alternative substrates, and the activities were subjected to multivariate analysis. Assays were made in lysates of bacteria in which the GST variants had been expressed. The primary data showed clustering of the activities in eight-dimensional substrate-activity space. For an incisive analysis, the rows of the data matrix, corresponding to the different enzyme variants, were individually scaled to unit length, thus accounting for different expression levels of the enzymes. The columns representing the activities with alternative substrates were subsequently individually normalized to unit variance and a zero mean. By this standardization, the data were adjusted to comparable orders of magnitude. Three molecular quasi-species were recognized by multivariate K-means and principal component analyses. Two of them encompassed the parental GST M1-1 and GST M2-2. A third one diverged functionally by displaying enhanced activities with some substrates and suppressed activities with signature substrates for GST M1-1 and GST M2-2. A fourth cluster contained mutants with impaired functions and was not regarded as a quasi-species. Sequence analysis of representatives of the mutant clusters demonstrated that the majority of the variants in the diverging novel quasi-species were structurally similar to the M1-like GSTs, but distinguished themselves from GST M1-1 by a Ser to Thr substitution in the active site. The data show that multivariate analysis of functional profiles can identify small structural changes influencing the evolution of enzymes with novel substrate-activity profiles.
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- Larsson, Anna-Karin, 1971-
(författare)
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Directed Enzyme Evolution of Theta Class Glutathione Transferase : Studies of Recombinant Libraries and Enhancement of Activity toward the Anticancer Drug 1,3-bis(2-Chloroethyl)-1-nitrosourea
- 2003
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Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
- Glutathione transferases (GSTs) are detoxication enzymes involved in the cellular protection against a wide range of reactive substances. The role of GSTs is to catalyze the conjugation of glutathione with electrophilic compounds, which generally results in less toxic products. The ability to catalyze the denitrosation of the anticancer drug 1,3-bis(2-chloroethyl)- 1-nitrosourea (BCNU) was measured in twelve different GSTs. Only three of the enzymes showed any measurable activity with BCNU, of which human GST T1-1 was the most efficient. This is of special interest, since human GST T1-1 is a polymorphic protein and its expression in different patients may be crucial for the response to BCNU.DNA shuffling was used to create a mutant library by recombination of cDNA coding for two different Theta-class GSTs. In total, 94 randomly picked mutants were characterized with respect to their catalytic activity with six different substrates, expression level and sequence. A clone with only one point mutation compared to wild-type rat GST T2-2 had a significantly different substrate-activity pattern. A high expressing mutant of human GST T1-1 was also identified, which is important, since the yield of the wild-type GST T1-1 is generally low. Characterization of the Theta library demonstrated divergence of GST variants both in structure and function. The properties of every mutant were treated as a point in a six-dimensional substrate-activity space. Groups of mutants were formed based on euclidian distances and K-means cluster analyses. Both methods resulted in a set of five mutants with high alkyltransferase activities toward dichloromethane and 4-nitrophenethyl bromide (NPB). The five selected mutants were used as parental genes in a new DNA shuffling. Addition of cDNA coding for mouse and rat GST T1-1 improved the genetic diversity of the library. The evolution of GST variants was directed towards increased alkyltransferase activity including activity with the anticancer drug BCNU. NPB was used as a surrogate substrate in order to facilitate the screening process. A mutant from the second generation displayed a 65-fold increased catalytic activity with NPB as substrate compared to wild-type human GST T1-1. The BCNU activity with the same mutant had increased 175-fold, suggesting that NPB is a suitable model substrate for the anticancer drug. Further evolution presented a mutant in the fifth generation of the library with 110 times higher NPB activity than wild-type human GST T1-1.
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