Sandbox Reserved 1852
From Proteopedia
(Difference between revisions)
(16 intermediate revisions not shown.) | |||
Line 1: | Line 1: | ||
- | + | =Diels-Alderase= | |
- | + | ||
<StructureSection load='4o5t' size='340' side='right' caption='Diels-Alderase 4o5t' scene='10/1075254/Front_Page/3'> | <StructureSection load='4o5t' size='340' side='right' caption='Diels-Alderase 4o5t' scene='10/1075254/Front_Page/3'> | ||
==Introduction== | ==Introduction== | ||
- | The Diels-Alderase catalyzes the [https://en.wikipedia.org/wiki/Diels%E2%80%93Alder_reaction Diels-Alder reaction] [Fig. 1A] between 4-carboxybenzyl-trans-1,3-butadiene-1-carbamate and N,N-dimethylacrylamide [Fig. 1B] for use in synthetic organic chemistry. Specifically, the enzyme surpasses uncatalyzed reactions by generating a product that is entirely [https://en.wikipedia.org/wiki/Stereoselectivity#:~:text=In%20chemistry%2C%20stereoselectivity%20is%20the,of%20a%20pre%2Dexisting%20one. stereoselective] for the 3R,4S endo form [Fig.1C]. The Diels-Alderase was built using ''de novo'' enzyme design, using computational modeling and refinement through collaborative problem-solving from online users. The first generation Diels-Alderase was made using the [https://en.wikipedia.org/wiki/Rosetta@home Rosetta] computational design program, where a potential active site was built and tested against a library of scaffold proteins. Later, as the active site was perfected, future generations of the Diels-Alderase were made using an online protein folding game called [https://en.wikipedia.org/wiki/Foldit Foldit,] where players competed to improve binding efficiency by completing various challenges.<ref name="Eiben"/> | + | The Diels-Alderase catalyzes the [https://en.wikipedia.org/wiki/Diels%E2%80%93Alder_reaction Diels-Alder reaction] [Fig. 1A] between 4-carboxybenzyl-trans-1,3-butadiene-1-carbamate and N,N-dimethylacrylamide [Fig. 1B] for use in synthetic organic chemistry. Specifically, the enzyme surpasses uncatalyzed reactions by generating a product that is entirely [https://en.wikipedia.org/wiki/Stereoselectivity#:~:text=In%20chemistry%2C%20stereoselectivity%20is%20the,of%20a%20pre%2Dexisting%20one. stereoselective] for the 3R,4S endo form [Fig.1C]. Though other attempts at controlling Diels-Alder steroisomerism had been attempted,<ref name="Gouverneur">PMID:8211138</ref> this project was the first to use an enzyme model. The Diels-Alderase was built using ''de novo'' enzyme design, using computational modeling and refinement through collaborative problem-solving from online users. The first generation Diels-Alderase was made using the [https://en.wikipedia.org/wiki/Rosetta@home Rosetta] computational design program, where a potential active site was built and tested against a library of scaffold proteins. Later, as the active site was perfected, future generations of the Diels-Alderase were made using an online protein folding game called [https://en.wikipedia.org/wiki/Foldit Foldit,] where players competed to improve binding efficiency by completing various challenges.<ref name="Eiben"/> |
The Diels-Alderase was designed to connect a diene and dienophile to complete the Diels-Alder reaction. It accomplishes this by decreasing the energy gap between the dienophile’s lowest unoccupied molecular orbital [https://en.wikipedia.org/wiki/HOMO_and_LUMO (LUMO)] and the diene’s highest occupied molecular orbital [https://en.wikipedia.org/wiki/HOMO_and_LUMO (HOMO)] in the transition state.<ref name="Siegel">PMID:20647463</ref> The current most active form of the Diels-Alderase is modelled under the PDB code [https://www.rcsb.org/structure/4O5T 4o5t]. | The Diels-Alderase was designed to connect a diene and dienophile to complete the Diels-Alder reaction. It accomplishes this by decreasing the energy gap between the dienophile’s lowest unoccupied molecular orbital [https://en.wikipedia.org/wiki/HOMO_and_LUMO (LUMO)] and the diene’s highest occupied molecular orbital [https://en.wikipedia.org/wiki/HOMO_and_LUMO (HOMO)] in the transition state.<ref name="Siegel">PMID:20647463</ref> The current most active form of the Diels-Alderase is modelled under the PDB code [https://www.rcsb.org/structure/4O5T 4o5t]. | ||
Line 10: | Line 9: | ||
[[Image:DielsAlderasecomboinfo Large.jpeg|540px|left|thumb|Figure 1. A) Example mechanism of a simple Diels-Alder reaction. B) Diels-Alderase substrates. Diene is 4-carboxybenzyl trans-1,3-butadiene-1-carbamate; dienophile is N,N- dimethylacrylamide. C) Illustration of 3R, 4S endo stereoisomerism, which the Diels-Alderase is selective for.]] | [[Image:DielsAlderasecomboinfo Large.jpeg|540px|left|thumb|Figure 1. A) Example mechanism of a simple Diels-Alder reaction. B) Diels-Alderase substrates. Diene is 4-carboxybenzyl trans-1,3-butadiene-1-carbamate; dienophile is N,N- dimethylacrylamide. C) Illustration of 3R, 4S endo stereoisomerism, which the Diels-Alderase is selective for.]] | ||
- | The binding pocket of 4o5t is selective for two substrates, 4-carboxybenzyl trans-1,3-butadiene-1-carbamate ( | + | The binding pocket of 4o5t is selective for two substrates, 4-carboxybenzyl trans-1,3-butadiene-1-carbamate (diene) and N,N- dimethylacrylamide (dienophile). These substrates are shown as a single, combined ligand, 4-{[2-(phosphonooxy)ethyl]carbamoyl}benzyl [(1R,6S)-6-(dimethylcarbamoyl)cyclohex-2-en-1-yl]carbamate, in the protein model. The binding site contains a [https://en.wikipedia.org/wiki/Hydrogen_bond hydrogen bond] donor (Tyr134) which lowers the LUMO energy and stabilizes the negative charge on the dienophile.<ref name="Siegel"/> It also contains a hydrogen bond acceptor (Glu208) that increases the HOMO energy and stabilizes the positive charge on the diene.<ref name="Siegel"/> Both of these H-bonding interactions work to stabilize the transition state while also orienting the substrates in optimal conformations for reacting. |
Overall, the Diels-Alderase stimulates improvement in synthetic laboratories and demonstrates early success in the now-prominent world of [https://www.nobelprize.org/prizes/chemistry/2024/press-release/ computational enzyme design.] | Overall, the Diels-Alderase stimulates improvement in synthetic laboratories and demonstrates early success in the now-prominent world of [https://www.nobelprize.org/prizes/chemistry/2024/press-release/ computational enzyme design.] | ||
- | |||
- | |||
- | |||
- | |||
- | |||
==General Structure== | ==General Structure== | ||
- | [[Image:Diels-AlderaseSurfaces.png|300px|left|thumb|Figure 2. Binding pocket and substrate. Shown is the binding pocket of the enzyme shown as surface, highlighting the electrostatics of the two catalytic residues, Tyr134 and Glu208. The ligand is color coded based on original structure: the | + | [[Image:Diels-AlderaseSurfaces.png|300px|left|thumb|Figure 2. Binding pocket and substrate. Shown is the binding pocket of the enzyme shown as surface, highlighting the electrostatics of the two catalytic residues, Tyr134 and Glu208. The ligand is color coded based on original structure: the dienophile is in yellow and the diene is in green. The reaction proceeds via attack of the C6 on the C5, shifting electron density to C2, which attacks C1.]] |
====Scaffold==== | ====Scaffold==== | ||
- | + | The original enzyme scaffold was found using Rosetta parameters that searched for enzymes that contained catalytic Tyr and Glu residues and could coordinate two substrates highly specifically. Using the software, a catalog of 207 scaffolds was screened for potential active site orientations that could accommodate the substrates. 84 of the 207 were selected for testing, 50 were found to be soluble, and only 2, DA_20_00 and DA_42_00, had any enzymatic activity.<ref name="Siegel"/> Preliminary results favored <scene name='10/1075254/Squidscaffold/2'>DA_20_00</scene> and thus this [https://en.wikipedia.org/wiki/Beta-propeller beta-propeller] scaffold was chosen as the base for further experiments.<ref name="Siegel"/><ref name="Scharff">PMID:11435114</ref> The DA_20_00 protein scaffold is a 6-bladed beta-propeller of ''Loligo vulgalis,'' or the [https://en.wikipedia.org/wiki/European_squid European Squid]. The protein is relatively simple, with only one chain, one unit, 324 residues, and no extra ligands, metal ions, or small molecules bound. | |
====Active Site==== | ====Active Site==== | ||
- | In the designed active site, <scene name='10/1075254/Active_site/6'>two catalytic residues</scene> stabilize the transition state of the Diels-Alder reaction. The Tyr134 acts as a <scene name='10/1075254/Y134_h_donation/3'>hydrogen bond donor</scene> to the oxygen on the dienophile [Fig. 2]. Q208 acts as a <scene name='10/1075254/208_bond_donor/3'>hydrogen bond acceptor</scene> to the nitrogen on the diene [Fig. 2]. These interactions help reduce the energetic gap between orbitals, allowing the reaction to proceed. | + | In the designed active site, <scene name='10/1075254/Active_site/6'>two catalytic residues</scene> stabilize the transition state of the Diels-Alder reaction. The Tyr134 acts as a <scene name='10/1075254/Y134_h_donation/3'>hydrogen bond donor</scene> to the oxygen on the dienophile [Fig. 2]. Q208 acts as a <scene name='10/1075254/208_bond_donor/3'>hydrogen bond acceptor</scene> to the nitrogen on the diene [Fig. 2]. These interactions help reduce the energetic gap between orbitals, allowing the reaction to proceed. The active site geometry also plays a large role in the binding of the substrates and how they react on a stereochemical level. By making small changes in the active site, changes can be made to the selectivity. |
====Helix Cap==== | ====Helix Cap==== | ||
- | In the evolution process, a 16-residue [https://proteopedia.org/wiki/index.php/Alpha_helix alpha-helix] <scene name='10/1075254/Alpha_helix_highlighted/1'>cap</scene> to the top of the binding site. The hydrophobic helix “functions as a lid to constrain the substrates in a productive orientation for reaction,” decreasing the ''K<sub>m</sub>'' of the enzyme and increasing the catalytic efficiency, as seen in the measured kinetics of the enzyme.<ref name="Eiben">PMID:22267011</ref> | + | In the evolution process, a 16-residue [https://proteopedia.org/wiki/index.php/Alpha_helix alpha-helix] <scene name='10/1075254/Alpha_helix_highlighted/1'>cap</scene> to the top of the binding site. The original hypothesis was that including a steric group near to the top of the active site would increase the binding affinity of the enzyme and improve the reaction kinetics. It was experimentally shown that he hydrophobic helix “functions as a lid to constrain the substrates in a productive orientation for reaction,” decreasing the ''K<sub>m</sub>'' of the enzyme and increasing the catalytic efficiency, as seen in the measured kinetics of the enzyme.<ref name="Eiben">PMID:22267011</ref> |
- | + | ||
== Mechanism == | == Mechanism == | ||
Line 34: | Line 27: | ||
The key to the Diels-Alderase's success as a catalyst lies in its ability to lower the energy gap between reactants. To accomplish this, the two active site residues, Tyr134 and Glu208, use hydrogen bonding to assist the reaction in a variety of ways. | The key to the Diels-Alderase's success as a catalyst lies in its ability to lower the energy gap between reactants. To accomplish this, the two active site residues, Tyr134 and Glu208, use hydrogen bonding to assist the reaction in a variety of ways. | ||
- | First, it allows specific binding of the ligand in the active site, selecting for molecules with certain stereochemistry at and around the catalytic residues, specifically the [https://en.wikipedia.org/wiki/Carbamate carbamate] and [https://en.wikipedia.org/wiki/Carbonyl_group carbonyl] of the diene and dienophile, respectively. This promotes the reaction by stabilizing the molecules in close proximity to one another, also promoting the reaction's characteristic stereoselectivity.<ref name="Siegel"/> Second, the bonds affect the energetics of the molecules. By donating a hydrogen to the carbonyl of dienophile, Tyr134 helps to decrease the [https://en.wikipedia.org/wiki/Electron_density electron density] around the molecule, lowering the energy of the lowest unoccupied molecular orbital (LUMO).<ref name="Siegel"/> Conversely, by abstracting the hydrogen from the carbamate of the | + | First, it allows specific binding of the ligand in the active site, selecting for molecules with certain stereochemistry at and around the catalytic residues, specifically the [https://en.wikipedia.org/wiki/Carbamate carbamate] and [https://en.wikipedia.org/wiki/Carbonyl_group carbonyl] of the diene and dienophile, respectively. This promotes the reaction by stabilizing the molecules in close proximity to one another, also promoting the reaction's characteristic stereoselectivity.<ref name="Siegel"/> Second, the bonds affect the energetics of the molecules. By donating a hydrogen to the carbonyl of dienophile, Tyr134 helps to decrease the [https://en.wikipedia.org/wiki/Electron_density electron density] around the molecule, lowering the energy of the lowest unoccupied molecular orbital (LUMO).<ref name="Siegel"/> Conversely, by abstracting the hydrogen from the carbamate of the diene, Glu208 increases the electron density and thus the energy of the highest occupied molecular orbital (HOMO). By closing the gap between these orbitals, the enzyme lowers the [https://en.wikipedia.org/wiki/Activation_energy#:~:text=In%20the%20Arrhenius%20model%20of,mole%20(kcal%2Fmol). activation energy] required for the orbitals to react. Finally, these interactions help to stabilize the accumulated charges in the [https://en.wikipedia.org/wiki/Transition_state transition state.] By decreasing electron density in the dienophile, Tyr134 helps to stabilize the accumulated negative charge in the transition state. The Glu208, then, helps stabilize the accumulated positive charge by increasing the electron density of the diene. Calculations predict that this helps to stabilize the transition state by nearly 5 kcal/mol.<ref name="Siegel"/> All together, these interactions make it much easier for the reaction to proceed in a very stereoselective and favorable manner. |
==Development and Evolution== | ==Development and Evolution== | ||
===DA_20_00=== | ===DA_20_00=== | ||
- | During initial computer modelling, over one million potential Diels-Alderase active sites were matched to potential protein scaffolds.<ref name="Siegel"/> | + | During initial computer modelling, over one million potential Diels-Alderase active sites were matched to potential protein scaffolds.<ref name="Siegel"/> Only 2 proteins proved to be sufficiently active after [https://en.wikipedia.org/wiki/Liquid_chromatography%E2%80%93mass_spectrometry LC-MS] screening. DA_20_00, which used a beta-propeller scaffold, had the most success in further mutations and therefore became the Diels-Alderase of choice.<ref name="Siegel"/> However, this initial enzyme's active site had very little catalytic activity, seen in its low catalytic efficiency after kinetic screening [Fig. 4].<ref name="Siegel"/><ref name="Preiswerk"/> |
===DA_20_10=== | ===DA_20_10=== | ||
- | DA_20_10 provided key mutations in and around the active site that increased the hydrophobicity, provided structural stability, and increased interactions between the ligand and surrounding residues. | + | DA_20_10 provided key mutations in and around the active site that increased the [https://en.wikipedia.org/wiki/hydrophobe?variant=zh-tw hydrophobicity], provided structural stability, and increased interactions between the ligand and surrounding residues. |
=====Q162R===== | =====Q162R===== | ||
:Glu162, a <scene name='10/1075254/Q162/5'>glutamine</scene>, resides near the top of the binding site, and is about than 3Å from the ligand in most models on the enzyme. It can act as a hydrogen bond donor to the terminal phosphate on the ligand when in proximity. To increase this interaction, Glu162 was mutated to an <scene name='10/1075254/Q_to_r/2'>arginine</scene>, which decreased the length of the potential hydrogen bond to within 2.5Å in most models, increasing the strength of the interaction.<ref name="Siegel"/> | :Glu162, a <scene name='10/1075254/Q162/5'>glutamine</scene>, resides near the top of the binding site, and is about than 3Å from the ligand in most models on the enzyme. It can act as a hydrogen bond donor to the terminal phosphate on the ligand when in proximity. To increase this interaction, Glu162 was mutated to an <scene name='10/1075254/Q_to_r/2'>arginine</scene>, which decreased the length of the potential hydrogen bond to within 2.5Å in most models, increasing the strength of the interaction.<ref name="Siegel"/> | ||
=====S284A===== | =====S284A===== | ||
- | :Ser284 resides deep within the binding pocket of the enzyme. Choosing a <scene name='10/1075254/S284/3'>serine</scene> to <scene name='10/1075254/A284/ | + | :Ser284 resides deep within the binding pocket of the enzyme. Choosing a <scene name='10/1075254/S284/3'>serine</scene> to <scene name='10/1075254/A284/2'>alanine</scene> mutation increases the hydrophobicity of the binding pocket and reduce reactivity, without also changing any steric characteristics in the region ''unintentionally'' near the catalytic residues.<ref name="Siegel"/> |
=====A285N===== | =====A285N===== | ||
:Introducing an <scene name='10/1075254/A285_scence/3'>alanine</scene> to <scene name='10/1075254/N285/5'>asparagine</scene> increases steric hindrance with the catalytic tyrosine, reducing the number of rotamers the residue has to increase the reactivity of the enzyme by lowering the distance between Tyr134 and the ligand.<ref name="Siegel"/> | :Introducing an <scene name='10/1075254/A285_scence/3'>alanine</scene> to <scene name='10/1075254/N285/5'>asparagine</scene> increases steric hindrance with the catalytic tyrosine, reducing the number of rotamers the residue has to increase the reactivity of the enzyme by lowering the distance between Tyr134 and the ligand.<ref name="Siegel"/> | ||
Line 55: | Line 48: | ||
[[Image:DAcombinedkineticdata Large.jpeg|700px|left|thumb|Figure 4. A) Catalytic efficiencies of key Diels-Alderase generations. Kinetic data was measured at 25°C, in PBS, at pH 7.4. B) Improvement of catalytic efficiency across generations.<ref name="Preiswerk">PMID:24847076</ref>]] | [[Image:DAcombinedkineticdata Large.jpeg|700px|left|thumb|Figure 4. A) Catalytic efficiencies of key Diels-Alderase generations. Kinetic data was measured at 25°C, in PBS, at pH 7.4. B) Improvement of catalytic efficiency across generations.<ref name="Preiswerk">PMID:24847076</ref>]] | ||
- | Classic [https://en.wikipedia.org/wiki/Michaelis%E2%80%93Menten_kinetics Michaelis-Menten kinetics]were determined for each generation of the enzyme. As the Diels-Alderase relies on a catalyzed interaction between both the diene and dienophile, a Michaelis binding constant (''K<sub>m</sub>'' value) was determined for each substrate separately before catalytic efficiency was calculated. The CE20 model of the enzyme is over 300-fold more efficient than the first enzyme model due to increasing active site specificity [Fig. 4].<ref name="Preiswerk"/> | + | Classic [https://en.wikipedia.org/wiki/Michaelis%E2%80%93Menten_kinetics Michaelis-Menten kinetics]were determined for each generation of the enzyme. As the Diels-Alderase relies on a catalyzed interaction between both the diene and dienophile, a Michaelis binding constant (''K<sub>m</sub>'' value) was determined for each substrate separately before catalytic efficiency was calculated. The CE20 model of the enzyme is over 300-fold more efficient than the first enzyme model due to increasing active site specificity [Fig. 4].<ref name="Preiswerk"/> The authors did not publish comparisons to free reflux originally. |
+ | |||
Line 63: | Line 57: | ||
==Applications== | ==Applications== | ||
- | The CE20 model is the most efficient Diels-Alderase yet, surpassing many other biological (antibody) and artificial (ribozyme, metalloenzyme) attempts at catalyzing the Diels-Alder reaction.<ref name="Preiswerk"/> Even then, the CE20 model has a catalytic efficiency value at least 4 orders of magnitude lower than the preferred values seen in any moderately-efficient natural enzymes catalyzing various reactions. This demonstrates the innate slowness of the Diels-Alder reaction.<ref name="Preiswerk"/> | + | The CE20 model is the most efficient Diels-Alderase yet, surpassing many other biological (antibody<ref name="Gouverneur"/>) and artificial (ribozyme, metalloenzyme) attempts at catalyzing the Diels-Alder reaction.<ref name="Preiswerk"/> Even then, the CE20 model has a catalytic efficiency value at least 4 orders of magnitude lower than the preferred values seen in any moderately-efficient natural enzymes catalyzing various reactions. This demonstrates the innate slowness of the Diels-Alder reaction.<ref name="Preiswerk"/> |
- | Though the rate of product formation using this enzyme is not significantly different from that found when reactants reflux free in solution (about 10 substrate molecules/hour),<ref name="Preiswerk"/> the Diels-Alderase shows | + | Though the rate of product formation using this enzyme is not significantly different from that found when reactants reflux free in solution (about 10 substrate molecules/hour),<ref name="Preiswerk"/> the Diels-Alderase shows modest (15% <ref name="Cannizzaro"> PMID:12603137</ref>) improvement in product stereoselectivity. When refluxed in a room temperature aqueous solution containing the necessary substrates, the enzyme catalyzed an over 90% conversion rate, producing only the 3R,4S endo cyclohexane product isomer. By comparison, refluxing the substrates free in an aqueous PBS buffer at 110 °C for a similar duration of time yields an 85:15 mixture of endo and exo products.<ref name="Cannizzaro"/> It is primarily for these stereoselective benefits that this enzyme is valuable for synthetic purposes. <ref name="Preiswerk"/> |
- | Future improvement of the Diels-Alderase will likely revolve around the improvement of catalytic efficiency | + | Future improvement of the Diels-Alderase will likely revolve around the selective production of varying stereoisomers as well as improvement of catalytic efficiency and further constriction of the active site. Furthermore, the methodology and success behind designing the Diels-Alderase demonstrated the utility of early computational enzyme design, which is now an enormous field and the subject of the [https://www.nobelprize.org/prizes/chemistry/2024/press-release/ 2024 Nobel Prize.] |
== References == | == References == |
Current revision
Diels-Alderase
|