16 research outputs found

    Assembling linear DNA templates for in vitro transcription and translation.

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    Cell-free expression systems provide straightforward access from genes to the corresponding proteins, involving fewer handling steps than in vivo procedures. A quick procedure to assemble a gene of interest into a linear DNA template together with 3'- and 5'-untranslated regions using a coupled uracil-excision-ligation strategy based on USER Enzyme and T4 DNA ligase. This methodology will be useful for repeated cycles of expression and in vitro selection, in which gene libraries are repeatedly assembled and their products and templates regenerated

    Droplets as reaction compartments for protein nanotechnology

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    Extreme miniaturization of biological and chemical reactions in pico- to nanoliter microdroplets is emerging as an experimental paradigm that enables more experiments to be carried out with much lower sample consumption, paving the way for high-throughput experiments. This review provides the protein scientist with an experimental framework for (a) formation of polydisperse droplets by emulsification or, alternatively, of monodisperse droplets using microfluidic devices; (b) construction of experimental rigs and microfluidic chips for this purpose; and (c) handling and analysis of droplets

    Reverse evolution leads to genotypic incompatibility despite functional and active site convergence

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    Understanding the extent to which enzyme evolution is reversible can shed light on the fundamental relationship between protein sequence, structure, and function. Here, we perform an experimental test of evolutionary reversibility using directed evolution from a phosphotriesterase to an arylesterase, and back, and examine the underlying molecular basis. We find that wild-type phosphotriesterase function could be restored (>104-fold activity increase), but via an alternative set of mutations. The enzyme active site converged towards its original state, indicating evolutionary constraints imposed by catalytic requirements. We reveal that extensive epistasis prevents reversions and necessitates fixation of new mutations, leading to a functionally identical sequence. Many amino acid exchanges between the new and original enzyme are not tolerated, implying sequence incompatibility. Therefore, the evolution was phenotypically reversible but genotypically irreversible. Our study illustrates that the enzyme's adaptive landscape is highly rugged, and different functional sequences may constitute separate fitness peak

    Reverse evolution leads to genotypic incompatibility despite functional and active site convergence.

    No full text
    Understanding the extent to which enzyme evolution is reversible can shed light on the fundamental relationship between protein sequence, structure, and function. Here, we perform an experimental test of evolutionary reversibility using directed evolution from a phosphotriesterase to an arylesterase, and back, and examine the underlying molecular basis. We find that wild-type phosphotriesterase function could be restored (>10(4)-fold activity increase), but via an alternative set of mutations. The enzyme active site converged towards its original state, indicating evolutionary constraints imposed by catalytic requirements. We reveal that extensive epistasis prevents reversions and necessitates fixation of new mutations, leading to a functionally identical sequence. Many amino acid exchanges between the new and original enzyme are not tolerated, implying sequence incompatibility. Therefore, the evolution was phenotypically reversible but genotypically irreversible. Our study illustrates that the enzyme's adaptive landscape is highly rugged, and different functional sequences may constitute separate fitness peaks

    Functional analysis of a random mutant library.

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    <p>(A) Changes in phosphotriesterase (native; PTE) and arylesterase (promiscuous; AE) activities among variants from a trinucleotide substitution library. The enzymatic activities for each variant (shown as grey dots) are plotted relative to those of <i>wt</i>PTE. Data are averages of triplicate values from three independent experiments and error bars represent +/- 1 SEM. (B) Distribution of the mutational impact on phosphotriesterase and arylesterase activities. Mutations are classified as strongly deleterious (>2-fold activity decrease relative to <i>wt</i>PTE), weakly deleterious (2-fold—1.3-fold decrease), neutral (<1.3-fold change), and positive (>1.3-fold increase). Frequencies are indicated with their corresponding 95% confidence intervals.</p

    Functional trade-offs in protein evolution.

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    <p>Strong trade-offs result when mutations increasing the new function have a large effect on the original function. When the effect on the original function is mild, trade-offs are weak. Weak trade-offs channel evolution through a generalist regime where the enzyme catalyzes both reactions with high efficiency.</p

    Evolution from AtzA to TriA (adapted from reference [34]).

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    <p>(A) AtzA catalyzes the dechlorination of atrazine (AtzA activity). TriA catalyzes the deamination of melamine (TriA activity). TriA catalyzed the dechlorination reaction promiscuously. Deamination by AtzA could not be detected. (B) A possible uphill evolutionary trajectory from AtzA to TriA determined by Noor et al. In each round of evolution, a single point mutation was added in the order shown in (C)—(F) (see also <b><a href="http://www.plosgenetics.org/article/info:doi/10.1371/journal.pgen.1006305#pgen.1006305.s008" target="_blank">S8 Table</a></b>). (C)—(F) Effect of all single point mutations separating AtzA and TriA (<b><a href="http://www.plosgenetics.org/article/info:doi/10.1371/journal.pgen.1006305#pgen.1006305.s009" target="_blank">S9</a> and <a href="http://www.plosgenetics.org/article/info:doi/10.1371/journal.pgen.1006305#pgen.1006305.s010" target="_blank">S10</a> Tables</b>). (C) Effect of mutations in the AtzA background on AtzA activity and (D) TriA activity. (E) Effect of mutations in the TriA background on TriA activity and (F) AtzA activity. Activities are expressed as <i>k</i><sub><i>cat</i></sub>/<i>K</i><sub><i>M</i></sub> values. Relative activities could not be calculated because several variants do not have detectable activity. Amino acids found in AtzA are shown in lower-case italics.</p

    Effect of all single point mutations obtained over the evolution.

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    <p>(A)-(C) Effect of mutations on PTE activity (A) in the <i>wt</i>PTE background, (B) upon their occurence in the evolution, and (C) in the AE background. *Phosphotriesterase activity was too low to be determined in AE-R254<i>h</i>, but at least 10-fold reduced compared to AE. (D)-(F) Effect of mutations on AE activity (D) in the <i>wt</i>PTE background, (E) upon their occurrence in the evolution, and (F) in the AE background. **Arylesterase activity was reduced to 1.9×10<sup>−5</sup> times the level of AE and is therefore not shown to scale. Activities are given relative to the respective parent background. Mutations causing a >1.3-fold change compared to the parent mutant (dotted line) are considered non-neutral. A student T-test was performed and p-values compared to each parent were calculated (<b><a href="http://www.plosgenetics.org/article/info:doi/10.1371/journal.pgen.1006305#pgen.1006305.s002" target="_blank">S2</a>–<a href="http://www.plosgenetics.org/article/info:doi/10.1371/journal.pgen.1006305#pgen.1006305.s004" target="_blank">S4</a> Tables</b>). The 1.3-fold effect of T341<i>i</i> on AE activity in the AE background as well as the effect of <i>t</i>199I, <i>l</i>140M and <i>t</i>45A on PTE activity in the evolution is statistically not significant. Note that in the evolution, <i>f</i>306 was first mutated to L and then to I and therefore, the direct effect of <i>f</i>306I could not be determined. Amino acids found in <i>wt</i>PTE are shown in lower-case italics.</p
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