Song Yang's research while affiliated with University of California, Los Angeles and other places

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Publications (13)


Computational Investigation of the Mechanism of Diels–Alderase PyrI4
  • Article

November 2020

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29 Reads

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18 Citations

Journal of the American Chemical Society

Yike Zou

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Song Yang

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Jacob N. Sanders

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[...]

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K. N. Houk

We studied the mechanisms of activation and stereoselectivity of a monofunctional Diels-Alderase (PyrI4)-catalyzed intramolecular Diels-Alder reaction that leads to formation of the key spiro-tetramate moiety in the biosynthesis of the pyrroindomycin family of natural products. Key activation effects of PyrI4 include acid catalysis and an induced-fit mechanism that cooperate with the unique "lid" feature of PyrI4 to stabilize the Diels-Alder transition state. PyrI4 enhances the intrinsic Diels-Alder stereoselectivity of the substrate and leads to stereospecific formation of the product.

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Computational-Based Mechanistic Study and Engineering of Cytochrome P450 MycG for Selective Oxidation of 16-Membered Macrolide Antibiotics

October 2020

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46 Reads

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21 Citations

Journal of the American Chemical Society

MycG is a cytochrome P450 that performs two sequential oxidation reactions on the 16-membered ring macrolide M-IV. The enzyme evolved to oxidize M-IV preferentially over M-III and M-VI, which differ only by the presence of methoxy vs free hydroxyl groups on one of the macrolide sugar moieties. We utilized a two-pronged computational approach to study both the chemoselective reactivity and substrate specificity of MycG. Density functional theory computations determined that epoxidation of the substrate hampers its ability to undergo C-H abstraction, primarily due to a loss of hyperconjugation in the transition state. Metadynamics and molecular dynamics simulations revealed a hydrophobic sugar-binding pocket that is responsible for substrate recognition/specificity and was not apparent in crystal structures of the enzyme/substrate complex. Computational results also led to the identification of other interactions between the enzyme and its substrates that had not previously been observed in the cocrystal structures. Site-directed mutagenesis was then employed to test the effects of mutations hypothesized to broaden the substrate scope and alter the product profile of MycG. The results of these experiments validated this complementary effort to engineer MycG variants with improved catalytic activity toward earlier stage mycinamicin substrates.


Molecular Spur Gears with Triptycene Rotators and a Norbornane-Based Stator

April 2020

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34 Reads

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10 Citations

Organic Letters

We report efforts to prepare a molecular spur gear utilizing a convenient synthesis of a norbornane stator that positions two interdigitated diyne-linked triptycenes in parallel alignment. While gearing was not observed by 19F NMR for a -CF3-labeled analog at temperatures as low as 213 K, we used molecular dynamics simulation and 2D metadynamics calculations to understand the gearing/slippage energetic profile for various molecular spur gears to guide future designs of these systems.


Correction to “Inverted Binding of Non-natural Substrates in Strictosidine Synthase Leads to a Switch of Stereochemical Outcome in Enzyme-Catalyzed Pictet–Spengler Reactions”
  • Article
  • Full-text available

February 2020

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53 Reads

Journal of the American Chemical Society

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Inverted Binding of Non-natural Substrates in Strictosidine Synthase Leads to a Switch of Stereochemical Outcome in Enzyme-Catalyzed Pictet–Spengler Reactions

January 2020

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160 Reads

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35 Citations

Journal of the American Chemical Society

The Pictet-Spengler reaction is a valuable route to 1,2,3,4-tetrahydro-β-carboline (THBC) and isoquinoline scaffolds found in many important pharmaceuticals. Strictosidine synthase (STR) catalyzes the Pictet-Spengler condensation of tryptamine and the aldehyde secologanin to give (S)-strictosidine as a key intermediate in indole alkaloid biosynthesis. STRs also accept short-chain aliphatic aldehydes to give enantioenriched alkaloid products with up to 99% ee STRs are thus valuable asymmetric organocatalysts for applications in organic synthesis. The STR catalysis of reactions of small aldehydes gives an unexpected switch in stereopreference, leading to formation of the (R)-products. Here we report a rationale for the formation of the (R)-configured products by the STR enzyme from Ophiorrhiza pumila (OpSTR) using a combination of X-ray crystallography, mutational, and molecular dynamics (MD) studies. We discovered that short-chain aldehydes bind in an inverted fashion compared to secologanin leading to the inverted stereopreference for the observed (R)-product in those cases. The study demonstrates that the same catalyst can have two different productive binding modes for one substrate but give different absolute configuration of the products by binding the aldehyde substrate differently. These results will guide future engineering of STRs and related enzymes for biocatalytic applications.


Figure 2. Results of activity assays employing (A) different TylHI/redox partner combinations, (B) selected TylHI mutants, (C) MycCI, TylHI, and ChmHI, and (D) selected TylHI/MycCI chimeras. Except for reactions employing TylHII and TylHI-RhFRED (labeled accordingly in panel A), all reactions were performed using MycCII and MBP-FdR as surrogate ferredoxin and ferredoxin reductase partners, respectively. See Table S1 for raw numerical values and for the results of additional enzyme/substrate combinations.
Figure 3. Comparison of the crystal structures of TylHI (PDB 6B11) and MycCI (PDB 5FOI) bound to 3 and 10, respectively. (A) Binding pocket of 3 in TylHI. The substrate (3) is depicted in cyan, the heme cofactor is shown in firebrick, and the side chains of residues within 5 Å of 3 are white and labeled accordingly. Gray mesh surrounding 3 represents the Fo-Fc omit map (generated by setting the occupancy of substrate to zero) contoured at 3 σ. The three water molecules present in both chains of the asymmetric unit are shown as small red spheres. Potential hydrogen bonding interactions are depicted as black dashes. A black dash is also drawn between the heme iron and the carbon atom (C23) targeted for hydroxylation. (B) Binding pocket of 10 in MycCI shown in the same relative orientation as that of 3 in TylHI. The substrate (10) is depicted in orange, the heme cofactor is shown in firebrick, and the side chains of residues within 5 Å of 10 are yellow-orange and labeled accordingly. Gray mesh surrounding 10 represents the Fo-Fc omit map (generated by setting the occupancy of substrate to zero) contoured at 3 σ. The single water molecule present in both chains of the asymmetric unit is shown as a small red sphere. Potential hydrogen bonding interactions are depicted as black dashes. A black dash is also drawn between the heme iron and the carbon atom (C21) targeted for hydroxylation.
Figure 4. Comparison of substrate contacts and other key interactions in the active sites of (A) TylHI and (B) MycCI. Substrates and amino acid residues are colored as in Figure 3. Main chain atoms are depicted for residues S100-R108 and A195 in TylHI and for residues A69-R77 and A164 in MycCI. Black dashes are drawn between atoms involved in potential polar contacts. For improved clarity, water molecules have been omitted. See Figure S2 for alternative viewing angles.
Figure 5. MD simulations performed on TylHI and MycCI. (A) C-[O=Fe] distance as a function of time (500 ns trajectories) for TylHI and MycCI in complex with either substrate 3 (23-DMTL) or substrate 10 (M-VIII). The initial binding pose of 10 in MycCI was acquired from the crystal structure (PDB 5FOI) while those for the remaining substrate/enzyme complexes were obtained from computational docking. In all cases, the heme was modified to the iron-oxo (Fe=O) intermediate. The image to the left of the MD traces shows the initial binding pose of 10 (orange) in TylHI (white). (B) Hydrogen bonding interactions observed between the backbone amide nitrogen and carbonyl oxygen atoms of G102 and E103 and the C4'-hydroxyl group of 3 (cyan) in the TylHI crystal structure. The distances of three H-bonds (a, b, and c) were monitored over a 500 ns trajectory.
Figure 6. Comparison of key salt bridge interactions among residues in the BC loops of (A) TylHI and (B) MycCI. Main chains and amino acid residues are colored as in Figure 3. The entire region displayed as a contiguous stretch of residues (full BC loop + N-terminal portion of the C helix) corresponds to D84-A120 in TylHI and D53-R89 in MycCI. Key interactions are depicted as black dashes. In each case, two additional residues that reside outside the BC loop/C helix are shown (TylHI: D248, R310; MycCI: E216, R278). A pair of scissors adjacent to a dashed line marks the end of the BC loop and the beginning of the C helix in each structure. Residues E103-S107 in TylHI and D72-F76 in MycCI are highlighted in red. Heat maps below each structure report the relative strength of each salt bridge interaction as the inverse of the average distance (Å) between two given residues during the 500 ns MD simulation.

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Exploring the molecular basis for substrate specificity in homologous macrolide biosynthetic cytochromes P450

September 2019

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113 Reads

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8 Citations

Journal of Biological Chemistry

Cytochromes P450 (P450s) are nature's catalysts of choice for performing demanding and physiologically vital oxidation reactions. Biochemical characterization of these enzymes over the past decades has provided detailed mechanistic insight and highlighted the diversity of substrates P450s accommodate and the spectrum of oxidative transformations they catalyze. Previously, we discovered that the bacterial P450 MycCI from the mycinamicin biosynthetic pathway in Micromonospora griseorubida possesses an unusually broad substrate scope, whereas the homologous P450 from tylosin-producing Streptomyces fradiae (TylHI) exhibits a high degree of specificity for its native substrate. Here, using biochemical, structural, and computational approaches, we aimed to understand the molecular basis for the disparate reactivity profiles of these two P450s. Turnover and equilibrium binding experiments with substrate analogs revealed that TylHI strictly prefers 16-membered ring macrolides bearing the deoxyamino sugar mycaminose. To help rationalize these results, we solved the X-ray crystal structure of TylHI in complex with its native substrate at 1.99 Å resolution and assayed several site-directed mutants. We also conducted molecular dynamics simulations of TylHI and MycCI and biochemically characterized a third P450 homolog from the chalcomycin biosynthetic pathway in Streptomyces bikiniensis These studies provided a basis for constructing P450 chimeras to gain further insight into the features dictating the differences in reaction profile among these structurally and functionally related enzymes, ultimately unveiling the central roles of key loop regions in influencing substrate binding and turnover. Our work highlights the complex nature of P450/substrate interactions and raises interesting questions regarding the evolution of functional diversity among biosynthetic enzymes.


Structural basis of the Cope rearrangement and cyclization in hapalindole biogenesis

April 2018

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325 Reads

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35 Citations

Nature Chemical Biology

Hapalindole alkaloids are a structurally diverse class of cyanobacterial natural products defined by their varied polycyclic ring systems and diverse biological activities. These complex metabolites are generated from a common biosynthetic intermediate by the Stig cyclases in three mechanistic steps: a rare Cope rearrangement, 6-exo-trig cyclization, and electrophilic aromatic substitution. Here we report the structure of HpiC1, a Stig cyclase that catalyzes the formation of 12-epi-hapalindole U in vitro. The 1.5-Å structure revealed a dimeric assembly with two calcium ions per monomer and with the active sites located at the distal ends of the protein dimer. Mutational analysis and computational methods uncovered key residues for an acid-catalyzed [3,3]-sigmatropic rearrangement, as well as specific determinants that control the position of terminal electrophilic aromatic substitution, leading to a switch from hapalindole to fischerindole alkaloids.



Influence of water and enzyme SpnF on the dynamics and energetics of the ambimodal [6+4]/[4+2] cycloaddition

January 2018

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155 Reads

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62 Citations

Proceedings of the National Academy of Sciences

Significance The investigation of time-resolved mechanisms of enzymatic reaction with accurate quantum-mechanics method is a holy grail of computational chemistry, and we now develop an efficient method, environment-perturbed transition-state sampling, to study single-molecule trajectories in enzymes and calculate activation barriers. In 2011, the Liu group published evidence for the first monofunctional Diels–Alderase, SpnF, in the biosynthetic pathway of Spinosyn A. We discovered later that the reaction bifurcates to the [4+2] and [6+4] adduct through a single ambimodal transition state. We now elucidate in detail the mechanism of the reaction and show how the SpnF enzyme dynamically controls product formation. Our method will find great application in the design of enzymes to control selectivity, particularly for reactions involving ambimodal transition states.



Citations (9)


... Then, two dedicated cyclases, PyrE3 and PyrI4, work in tandem, facilitating the formation of two cyclohexene rings to construct the pentacyclic core. 7,[18][19][20][21][22] Following the core formation, a cytochrome P450 enzyme, PyrE2, catalyzes an oxidation modification at the C-20 methyl group to complete the pentacyclic aglycone synthesis (Fig. 1). 23 Finally, glycosylation and acylation processes are involved in the maturation of PYRs. ...

Reference:

Mutasynthesis Generates Nine New Pyrroindomycins
Computational Investigation of the Mechanism of Diels–Alderase PyrI4
  • Citing Article
  • November 2020

Journal of the American Chemical Society

... Our results with substrate mimic 10 provide the first experimental evidence for differential substrate repositioning in CÀ C bond forming dimerases (NzeB/NascB) generating sulfoxide 11 compared to a lack of reactivity in the CÀ N bond forming dimerase (AspB). While MD simulations have guided rational engineering of enzymes, [29,38,39] this work demonstrates its predictive power and utility for visualizing alternate modes of substrate binding, conformational dynamics, and selectivity when confronted with nearly complete structural homology. We expect the demonstrated ability of "MD-targeted chimeragenesis" to identify selectivity motifs and guide protein engineering will be applicable beyond cytochromes P450 and can be employed to engineer a diverse range of chimeric enzymes with improved catalytic activity and non-native selectivities. ...

Computational-Based Mechanistic Study and Engineering of Cytochrome P450 MycG for Selective Oxidation of 16-Membered Macrolide Antibiotics
  • Citing Article
  • October 2020

Journal of the American Chemical Society

... Using density functional theory (DFT), the optimized geometries of these structures are shown in Figure 3, alongside their fRS and fPS values. Given that the rotor-propeller distance (see Figure 2) has proven to be a key parameter for the design of thermally-driven molecular gears featuring triptycene propellers, 22,27,29 it is notable that these distances in the optimized M and P helices (6.80 and 6.81 Å, respectively) are very close to those (6.79 and 6.80 Å) obtained from molecular dynamics (MD) simulations 50 with the semiempirical PM6 method 51 (see SI, Section 2). While such distances are markedly shorter than those deemed optimal for thermal gearing, 22 for photogears this is advantageous in that it allows the rigidity of the rotor-stator double bond to disfavor an undesirable, freestanding single-bond rotation of the propeller -so-called propeller "slippage" (see SI, Section 3). ...

Molecular Spur Gears with Triptycene Rotators and a Norbornane-Based Stator
  • Citing Article
  • April 2020

Organic Letters

... Two types of shunt products were identified. The first ones originate from the ability of STR to accept other aldehydes than secologanin for the Pictet-Spengler condensation reaction with tryptamine leading to formation of 1,2,3,4-tetrahydro-β-carboline (THBC) scaffold (Eger et al., 2020;Maresh et al., 2008;Sheng & Himo, 2020) (Supp. Fig. 9). ...

Inverted Binding of Non-natural Substrates in Strictosidine Synthase Leads to a Switch of Stereochemical Outcome in Enzyme-Catalyzed Pictet–Spengler Reactions

Journal of the American Chemical Society

... MDA is an important product of lipid peroxidation and is considered to be a reliable biomarker for evaluating the level of lipid peroxidation [70]. Studies have shown that there is a significant correlation between enzyme activity in the body of earthworms and their intestinal microbiota [71,72]. In the present experiment, MDA, SOD enzyme, and bacteria such as Pseudomonas and Bacillus were significantly negatively correlated. ...

Exploring the molecular basis for substrate specificity in homologous macrolide biosynthetic cytochromes P450

Journal of Biological Chemistry

... 11,16,17 Specically, solubilities of drug-like molecules in chloroform and diethyl ether have been investigated for the simplied modeling of the polar environment around proteins, and membranes. 18,19 In addition, solubility plays a critical role in emerging research areas such as sustainable chemistry and renewable energy. For instance, solvent selection is conducted in biomass upgrading to biofuels and renewable polymers to maximize catalytic activity. ...

Structural basis of the Cope rearrangement and cyclization in hapalindole biogenesis

Nature Chemical Biology

... The SpnF catalyzed cyclization of 4 to 5 has attracted particular attention, because this was the first naturally occurring enzyme reported to catalyze a [4 + 2]-cycloaddition alone as its only known function [4,[6][7][8][9][10][11][12][13]. Following the initial studies of SpnF, a number of other single-function carbocyclases that catalyze [4 + 2]-cycloadditions have also been identified [14][15][16]. ...

Influence of water and enzyme SpnF on the dynamics and energetics of the ambimodal [6+4]/[4+2] cycloaddition
  • Citing Article
  • January 2018

Proceedings of the National Academy of Sciences

... [30,31] We selected MOFs, crystalline structures that, together with other families of porous compounds, such as Porous Organic Polymers (POPs), Periodic Mesoporous Organosilicas (PMOs) and Porous Molecular Crystals (PMCs), [32][33][34][35][36][37][38] have been used for supporting fast groupreorientation in the solid state. [31,[39][40][41][42][43][44] In this work, we tailored benchmark dipole rotation in MOFs by the rational choice of ligands that could function as struts and hyper-fast dipolar rotors. In our design, we selected a bicyclopentanedicarboxylate rotating wheel and its asymmetrically substituted analogue bearing CF 2 dipoles to fabricate two isostructural Al-MOFs (Al-FTR and Al-FTR-F2, named Frustrated Trigonal Rotor). ...

Ultrafast rotation in an amphidynamic crystalline metal organic framework
  • Citing Article
  • December 2017

Proceedings of the National Academy of Sciences

... elements that influence dimerase selectivity. [29][30][31] Thus, we performed 1.2 microsecond simulations of each substratebound enzyme and to identify regions with differential conformational plasticity, we computed the RMSD for the α-carbon of each residue (averaged over all three MD simulations) compared to the crystal structure ( Figure 3). Comparing the α-carbon RMSD vs. residue number for NzeB and AspB revealed a region that appeared to be considerably less flexible in AspB from residues 86-91 (Figure 3a), which also corresponds to a region with low shared sequence homology (Supporting Information, Supplementary Figure S1). ...

Synthesis of Diverse 11- and 12-Membered Macrolactones from a Common Linear Substrate Using a Single Biocatalyst

ACS Central Science