Dan Tawfik lab: Directed evolution

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The comparison of the <scene name='3iio/Ali/3'>designed structure</scene> <span style="color:orange;background-color:black;font-weight:bold;">(colored orange)</span> modelled in the presence of the <span style="color:cyan;background-color:black;font-weight:bold;">5-nitrobenzisoxazole</span> and <scene name='3iio/Ali/4'>unbound crystal structure</scene> ([[2rkx]], <span style="color:lime;background-color:black;font-weight:bold;">(colored lime)</span> of KE07 shows only limited conformational changes. In the <scene name='3iio/Ali/5'>designed structure</scene>, the amino group of Lys222 is ~4 Å away from the transition state phenolic oxygen, to stabilize the negative charge of the product phenoxide. However, Lys222 can also form a weak salt bridge with the catalytic Glu101 with a distance of ~3.6 Å. In the <scene name='3iio/Ali/6'>crystal structure</scene> of the KE07 without ligand ([[2rkx]]), the Glu101–Lys222 distance is 2.84 Å, ''i.g.'' within [http://en.wikipedia.org/wiki/Salt_bridge_(protein) salt bridge] distance. This is probably a unique feature of the unbound conformation of KE07. As was mentioned above, in the catalytically improved directed evolutionary mutants of KE07 bearing the <scene name='3iio/Ali/7'>Ile7Asp mutation</scene>, Asp7 breaks the Glu101–Lys222 salt bridge (in the evolved mutants, the Nε<sub>Lys222</sub>–Oγ<sub>Glu101</sub> distance is 3.3–5.7 Å), in some cases directly (as in the present case [[3iiv]], chain A) interacting with Lys222 (the Nε<sub>Lys222</sub>–Oβ<sub>Asp7</sub> distance is 2.8–5.7 Å). <scene name='3iio/Ali/9'>An overlap</scene> of the structures of the <span style="color:lime;background-color:black;font-weight:bold;">wildtype (lime) KE07)</span> and the its <span style="color:lightskyblue;background-color:black;font-weight:bold;">evolved Ile7Asp mutant</span> reveals how the Ile7Asp mutation causes the shift of the Lys222 side chain away from Glu101.
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The comparison of the <scene name='3iio/Ali/3'>designed structure</scene> <font color='orange'><b>(colored orange)</b></font> modelled in the presence of the <font color='cyan'><b>5-nitrobenzisoxazole</b></font> and <scene name='3iio/Ali/4'>unbound crystal structure</scene> ([[2rkx]], <font color='lime'><b>colored lime)</b></font> of KE07 shows only limited conformational changes. In the <scene name='3iio/Ali/5'>designed structure</scene>, the amino group of Lys222 is ~4 Å away from the transition state phenolic oxygen, to stabilize the negative charge of the product phenoxide. However, Lys222 can also form a weak salt bridge with the catalytic Glu101 with a distance of ~3.6 Å. In the <scene name='3iio/Ali/6'>crystal structure</scene> of the KE07 without ligand ([[2rkx]]), the Glu101–Lys222 distance is 2.84 Å, ''i.g.'' within [http://en.wikipedia.org/wiki/Salt_bridge_(protein) salt bridge] distance. This is probably a unique feature of the unbound conformation of KE07. As was mentioned above, in the catalytically improved directed evolutionary mutants of KE07 bearing the <scene name='3iio/Ali/7'>Ile7Asp mutation</scene>, Asp7 breaks the Glu101–Lys222 salt bridge (in the evolved mutants, the Nε<sub>Lys222</sub>–Oγ<sub>Glu101</sub> distance is 3.3–5.7 Å), in some cases directly (as in the present case [[3iiv]], chain A) interacting with Lys222 (the Nε<sub>Lys222</sub>–Oβ<sub>Asp7</sub> distance is 2.8–5.7 Å). <scene name='3iio/Ali/9'>An overlap</scene> of the structures of the <font color='lime'><b>wildtype (lime) KE07</b></font> and the its <font color='lightskyblue'><b>evolved Ile7Asp mutant</b></font> reveals how the Ile7Asp mutation causes the shift of the Lys222 side chain away from Glu101.
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The residues Arg5, Glu46, Lys99, and Glu167 of <span style="color:lime;background-color:black;font-weight:bold;">KE07 unbound wildtype crystal structure</span> ([[2rkx]]) form <scene name='3iio/Ali1/1'>electrostatic network</scene> at the bottom of the active site. In this case Lys222, of course, is not involved in this network, because it could not form electrostatic interaction with Ile7. Ile7Asp mutation in the evolved mutants introduces Lys222 to this electrostatic network or <scene name='3iio/Ali1/3'>directly</scene> as <span style="color:lightskyblue;background-color:black;font-weight:bold;">in case of</span> [[3iiv]]<span style="color:lightskyblue;background-color:black;font-weight:bold;">, chain A</span>, or <scene name='3iio/Ali1/4'>via water molecule</scene> ([[3iiv]], <span style="color:tan;background-color:black;font-weight:bold;">chain B</span>.
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The residues Arg5, Glu46, Lys99, and Glu167 of <font color='lime'><b>KE07 unbound wildtype crystal structure</b></font> ([[2rkx]]) form <scene name='3iio/Ali1/1'>electrostatic network</scene> at the bottom of the active site. In this case Lys222, of course, is not involved in this network, because it could not form electrostatic interaction with Ile7. Ile7Asp mutation in the evolved mutants introduces Lys222 to this electrostatic network or <scene name='3iio/Ali1/3'>directly</scene> as <font color='lightskyblue'><b>in case of</b></font> [[3iiv]]<font color='lightskyblue'><b>, chain A</b></font>, or <scene name='3iio/Ali1/4'>via water molecule</scene> ([[3iiv]], <font color='tan'><b>chain B</b></font>).
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The crystal structures of the catalytically improved directed evolutionary KE07 mutants also demonstrate that replacement of side chains via mutations, combined with minor backbone changes, could allowed the new enzyme–substrate interactions. For example, <scene name='3iio/Ali1/5'>superposition</scene> of the structures of the <span style="color:orange;background-color:black;font-weight:bold;">KE07 design</span> and evolved <font color='darkmagenta'><b>KE07 round 4 1E/11H chain A</b></font> ([[3iio]]) reveals that the mutation Gly202Arg caused a shift of the adjacent loop (residues 175–177) and could introduce a new interaction with the nitro group of the 5-nitrobenzisoxazole. The directed evolution also creates new interaction networks of charged surface residues at the upper part of the active site. In the <scene name='3iio/Ali1/6'>wildtype KE07</scene> ([[2rkx]], <span style="color:lime;background-color:black;font-weight:bold;">colored lime</span>), Gly is in the position 202, Asn is in the position 224, and distance between Asn224 O and His201 N is 7.9 Å. In the evolved variants, following the Gly202Arg and Asn224Asp mutations, Asp224 and His201 gradually became closer, with distances between Asn224 O and His201 N of 4.6 Å in the <scene name='3iio/Ali1/7'>round 4 variant</scene> ([[3iio]], <font color='darkmagenta'><b>colored darkmagenta</b></font>) and 3.6 Å in the <scene name='3iio/Ali1/8'>round 7 variant, chain B</scene> ([[3iiv]], <span style="color:tan;background-color:black;font-weight:bold;">colored tan</span>). In rounds 6-7 variants, Asp224 can potentially interact with Arg202 and with His201. This network of Arg202–Asp224–His201 also brings His201 closer to the substrate (not shown). Interestingly, the <scene name='3iio/Ali1/9'>conformation of Trp50</scene> at the active site in <span style="color:lightskyblue;background-color:black;font-weight:bold;">chain A of round 7 1/3H variant</span> ([[3iiv]]) significantly differs from those in all other structures, including <span style="color:tan;background-color:black;font-weight:bold;">chain B</span>) within the asymmetric unit of round 7 1/3H. Of note, that Trp50 of chain A overlaps the substrate.
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The crystal structures of the catalytically improved directed evolutionary KE07 mutants also demonstrate that replacement of side chains via mutations, combined with minor backbone changes, could allowed the new enzyme–substrate interactions. For example, <scene name='3iio/Ali1/5'>superposition</scene> of the structures of the <font color='orange'><b>KE07 design</b></font> and evolved <font color='darkmagenta'><b>KE07 round 4 1E/11H chain A</b></font> ([[3iio]]) reveals that the mutation Gly202Arg caused a shift of the adjacent loop (residues 175–177) and could introduce a new interaction with the nitro group of the 5-nitrobenzisoxazole. The directed evolution also creates new interaction networks of charged surface residues at the upper part of the active site. In the <scene name='3iio/Ali1/6'>wildtype KE07</scene> ([[2rkx]], <font color='lime'><b>colored lime</b></font>), Gly is in the position 202, Asn is in the position 224, and distance between Asn224 O and His201 N is 7.9 Å. In the evolved variants, following the Gly202Arg and Asn224Asp mutations, Asp224 and His201 gradually became closer, with distances between Asn224 O and His201 N of 4.6 Å in the <scene name='3iio/Ali1/7'>round 4 variant</scene> ([[3iio]], <font color='darkmagenta'><b>colored darkmagenta</b></font>) and 3.6 Å in the <scene name='3iio/Ali1/8'>round 7 variant, chain B</scene> ([[3iiv]], <font color='tan'><b>colored tan</b></font>). In rounds 6-7 variants, Asp224 can potentially interact with Arg202 and with His201. This network of Arg202–Asp224–His201 also brings His201 closer to the substrate (not shown). Interestingly, the <scene name='3iio/Ali1/9'>conformation of Trp50</scene> at the active site in <font color='lightskyblue'><b>chain A of round 7 1/3H variant</b></font> ([[3iiv]]) significantly differs from those in all other structures, including <font color='tan'><b>chain B</b></font> within the asymmetric unit of round 7 1/3H. Of note, that Trp50 of chain A overlaps the substrate.
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Revision as of 10:21, 30 May 2012

I) Kemp eliminase

Publication Abstract from PubMed

The design of new enzymes for reactions not catalysed by naturally occurring biocatalysts is a challenge for protein engineering and is a critical test of our understanding of enzyme catalysis. Here we describe the computational design of eight enzymes that use two different catalytic motifs to catalyse the Kemp elimination-a model reaction for proton transfer from carbon-with measured rate enhancements of up to 105 and multiple turnovers. Mutational analysis confirms that catalysis depends on the computationally designed active sites, and a high-resolution crystal structure suggests that the designs have close to atomic accuracy. Application of in vitro evolution to enhance the computational designs produced a >200-fold increase in kcat/Km (kcat/Km of 2,600 M-1s-1 and kcat/kuncat of >106). These results demonstrate the power of combining computational protein design with directed evolution for creating new enzymes, and we anticipate the creation of a wide range of useful new catalysts in the future.

Kemp elimination catalysts by computational enzyme design., Rothlisberger D, Khersonsky O, Wollacott AM, Jiang L, DeChancie J, Betker J, Gallaher JL, Althoff EA, Zanghellini A, Dym O, Albeck S, Houk KN, Tawfik DS, Baker D, Nature. 2008 May 8;453(7192):190-5. Epub 2008 Mar 19. PMID:18354394

From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine.


Publication Abstract from PubMed

Understanding enzyme catalysis through the analysis of natural enzymes is a daunting challenge-their active sites are complex and combine numerous interactions and catalytic forces that are finely coordinated. Study of more rudimentary (wo)man-made enzymes provides a unique opportunity for better understanding of enzymatic catalysis. KE07, a computationally designed Kemp eliminase that employs a glutamate side chain as the catalytic base for the critical proton abstraction step and an apolar binding site to guide substrate binding, was optimized by seven rounds of random mutagenesis and selection, resulting in a >200-fold increase in catalytic efficiency. Here, we describe the directed evolution process in detail and the biophysical and crystallographic studies of the designed KE07 and its evolved variants. The optimization of KE07's activity to give a k(cat)/K(M) value of approximately 2600 s(-1) M(-1) and an approximately 10(6)-fold rate acceleration (k(cat)/k(uncat)) involved the incorporation of up to eight mutations. These mutations led to a marked decrease in the overall thermodynamic stability of the evolved KE07s and in the configurational stability of their active sites. We identified two primary contributions of the mutations to KE07's improved activity: (i) the introduction of new salt bridges to correct a mistake in the original design that placed a lysine for leaving-group protonation without consideration of its "quenching" interactions with the catalytic glutamate, and (ii) the tuning of the environment, the pK(a) of the catalytic base, and its interactions with the substrate through the evolution of a network of hydrogen bonds consisting of several charged residues surrounding the active site.

Evolutionary optimization of computationally designed enzymes: Kemp eliminases of the KE07 series., Khersonsky O, Rothlisberger D, Dym O, Albeck S, Jackson CJ, Baker D, Tawfik DS, J Mol Biol. 2010 Mar 5;396(4):1025-42. Epub 2009 Dec 28. PMID:20036254

From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine.

Drag the structure with the mouse to rotate

II) Colicin7 and Immunity proteins


Publication Abstract from PubMed

How do intricate multi-residue features such as protein-protein interfaces evolve? To address this question, we evolved a new colicin-immunity binding interaction. We started with Im9, which inhibits its cognate DNase ColE9 at 10(-14) M affinity, and evolved it toward ColE7, which it inhibits promiscuously (Kd > 10(-8) M). Iterative rounds of random mutagenesis and selection toward higher affinity for ColE7, and selectivity (against ColE9 inhibition), led to an approximately 10(5)-fold increase in affinity and a 10(8)-fold increase in selectivity. Analysis of intermediates along the evolved variants revealed that changes in the binding configuration of the Im protein uncovered a latent set of interactions, thus providing the key to the rapid divergence of new Im7 variants. Overall, protein-protein interfaces seem to share the evolvability features of enzymes, that is, the exploitation of promiscuous interactions and alternative binding configurations via 'generalist' intermediates, and the key role of compensatory stabilizing mutations in facilitating the divergence of new functions.

Following evolutionary paths to protein-protein interactions with high affinity and selectivity., Levin KB, Dym O, Albeck S, Magdassi S, Keeble AH, Kleanthous C, Tawfik DS, Nat Struct Mol Biol. 2009 Oct;16(10):1049-55. Epub 2009 Sep 13. PMID:19749752

From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine.

PDB ID 3gkl

Drag the structure with the mouse to rotate

References

  • Rothlisberger D, Khersonsky O, Wollacott AM, Jiang L, DeChancie J, Betker J, Gallaher JL, Althoff EA, Zanghellini A, Dym O, Albeck S, Houk KN, Tawfik DS, Baker D. Kemp elimination catalysts by computational enzyme design. Nature. 2008 May 8;453(7192):190-5. Epub 2008 Mar 19. PMID:18354394 doi:10.1038/nature06879
  • Levin KB, Dym O, Albeck S, Magdassi S, Keeble AH, Kleanthous C, Tawfik DS. Following evolutionary paths to protein-protein interactions with high affinity and selectivity. Nat Struct Mol Biol. 2009 Oct;16(10):1049-55. Epub 2009 Sep 13. PMID:19749752 doi:10.1038/nsmb.1670
  • Khersonsky O, Rothlisberger D, Dym O, Albeck S, Jackson CJ, Baker D, Tawfik DS. Evolutionary optimization of computationally designed enzymes: Kemp eliminases of the KE07 series. J Mol Biol. 2010 Mar 5;396(4):1025-42. Epub 2009 Dec 28. PMID:20036254 doi:10.1016/j.jmb.2009.12.031

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