Abstract
Isonitrile group has been identified in many natural products. Due to the broad reactivity of N≡C triple bond, these natural products have valuable pharmaceutical potentials. This review summarizes the current biosynthetic pathways and the corresponding enzymes that are responsible for isonitrile-containing natural product generation. Based on the strategies utilized, two fundamentally distinctive approaches are discussed. In addition, recent progress in elucidating isonitrile group formation mechanisms is also presented.
Keywords: Biosynthesis, Enzymes, Natural products, Reaction mechanisms, Biotransformations
Graphical Abstract
1. Introduction
Since the discovery of penicillin,[1] small molecules produced by natural sources have attracted (bio)chemists’ attention due to their broad pharmaceutical potentials and structural complexity. In addition to classical approaches that include isolation of the compounds from the producing sources and chemical synthesis, molecular understanding of natural product biosynthetic pathways and the associated enzyme mechanism provides an alternative and attractive approach in preparing targeted molecules in a time-effective and cost-efficient manner. During the natural product assembly, in addition to those transformations that are involved in building the skeleton of the molecules, the structural complexity is expanded through the introduction of functional groups. In this review, we summarize the current understanding of natural products that are decorated with the isonitrile group, also known as isocyanide group, a novel functional group that contains a nitrogen-carbon triple bond (−N≡C), with a focus on the biosynthesis and the corresponding enzymatic mechanisms involved.
From a chemistry point of view, isonitrile group has the zwitterionic character and therefore can serve as a nucleophile, an electrophile as well as a metal ligand.[2] Isonitrile is a useful synthon and has been widely used in organic synthesis and organometallic chemistry. For example, isonitrile group participates in the Ugi reaction and the Passerini reaction to build heterocycles.[2–5] Moreover, isonitrile group containing molecule, such as kalihinol F, has been applied to alleviate the copper toxicity in Wilson’s disease.[6] From a biology point of view, many isonitrile-containing natural products have been demonstrated to preserve attractive biological properties including antibacterial activity and anti-malarial activity.[7–8]
Due to the unique chemical structure and broad biological activities of isonitrile-containing natural products, their biosynthetic pathways and the corresponding mechanism(s) have attracted chemical biologists’ and medicinal chemists’ attention. Before the discovery of axisonitrile-1 from marine sponge Axinella cannabina in 1973,[9] xanthocillin isolated from Penicillium notatum was the only known isonitrile-containing natural product[10] (Figure 1). To date, isonitrile-containing compounds have been isolated from terrestrial as well as marine sources that include fungi,[11] bacteria,[12] nudibranch molluscs,[13] and marine sponges.[7,14] For some of those obtained from terrestrial sources, the isonitrile group is biosynthesized through modification of the amino group of aromatic amino acids, e.g., tyrosine and tryptophan.[8,15–16] Alternatively, a different strategy involving decarboxylation of glycine has also been utilized to install the isonitrile functionality.[17–18] Since the majority of the marine isonitrile-containing compounds contain a terpenoid carbon scaffold, it has been postulated that the isonitrile group, along with other N-atom containing functional groups such as isocyanate, isothiocyanate, and formamide, can be installed through the decoration of the terpenoid skeleton.[7,14] In the meantime, the corresponding biosynthesis remains to be elucidated. In addition to terrestrial and marine sources, isocyalexin A was isolated from UV-irradiated rutabaga roots of Brassica napus L. ssp. rapifera.[19–20] To date, isocyalexin A, a unique cruciferous phytoalexin that protects plants from pathogen attack and UV radiation, is the only isonitrile-containing compound isolated from the plant.
Based on different strategies utilized, two types of enzymes are known to introduce the isonitrile group in nature. The first type of enzymes catalyzes a condensation reaction between the primary amino group from the l-tryptophan/tyrosine and the carbonyl group of ribulose-5-phosphate. Several enzymes that include IsnA[8,12,15–16], PvcA[31–38], AmbI1/2[39], WelI1[40–41], Dit1,[42–44] and XanB[45] are involved, or have been proposed, to catalyze this type of isonitrile group installation. The second type of enzymes is iron and 2-oxoglutarate (Fe/2OG) dependent enzyme including ScoE,[17,46–47] and SfaA.[18,48] During the second type of isonitrile group installation, the N-alkyl glycine is converted to the corresponding isonitrile and the reaction involves a four-electron oxidation process (Figure 2).
2. Isonitrile Formation through Condensation Reaction
The first isonitrile-forming enzyme, IsnA, was characterized by Brady and Clardy in 2005.[15] Through an approach by screening DNA from a variety of environmental samples (eDNA), two genes, isnA (isonitrile synthase) and isnB (2-oxoglutarate dependent oxygenase), were identified and shown to be responsible for the production of (E)-3-(2-isocyanovinyl)-1H-indole ((E)-5) (Figure 3A). In the biosynthesis of 5, IsnA is proposed to catalyze isonitrile group formation to produce 1. Subsequently, 1 undergoes IsnB-catalyzed oxidative decarboxylation to form (E)-5, which has the olefin group in a trans-orientation. To identify the origin of the isonitrile carbon source, inverse-labeling feeding was used to eliminate the need to prepare possible isotope-labeled precursors.[16] Specifically, various possible 12C-labeled precursors were added to a 13C-enriched glucose environment during the feeding studies. Utilization of E. coli strains that carry specific modification in the sugar biosynthetic pathway, the isonitrile carbon was identified to originate from the carbonyl carbon of the ribulose-5-phosphate (Figure 3B). Briefly, when 12C-tryptophan, 12C-3-phos- phate-glycerol, 13C-glucose were fed with isnA/B encoded fba mutant, no 12C-labeled (E)-5 was observed. In contrast, a mixture of 13C-labeled and unlabeled 5 was detected when either glmS or manA mutant was employed, suggesting the isonitrile carbon was derived from the carbon source that can flux into the pentose phosphate pathway. After investigating possible sugars involved in the pentose phosphate pathway, the C2 carbon, the carbonyl carbon, of ribulose-5-phosphate was identified as the carbon source for the isonitrile group. Additionally, ribose-5-phosphate and arabinose-5-phosphate, the tautomerically equivalent sugars to ribulose-5-phosphate, can also serve as a substrate.
Applying the eDNA approach, in 2007, Brady et al. identified several new isnA/isnB-related genes and obtained a few isonitrile-containing molecules (7–10) that have not been isolated previously.[12,15] These compounds share a common structural feature where an isonitrile group or its derivative, such as N-formyl group, is connected to an aromatic ring (Figure 4A). Although the detailed biosynthetic mechanism remains to be carefully elucidated, due to the structural similarity of these molecules, analogous biosynthetic pathways are likely to be utilized to install the isonitrile group. IsnA/IsnB homologs were found to be involved in (E)-4-(2-isocyanovinyl) phenol (6) production, the common precursor of rhabduscin and byelyankacin.[8] Instead of l-tryptophan used for (E)-5 production, l-tyrosine is utilized as the substrate to construct 6 (Figure 4B). Rhabduscin has been shown to inhibit insect phenoloxidase activity, an important immunity protein that is involved in cellular and humoral defense. Thus, rhabduscin may serve as a potential insecticide candidate.[49–50] The other structurally similar compound, byelyankacin, isolated from Enterobacter sp. exhibits strong melanogenesis-inhibitory activity through inhibition of tyrosinase.[51]
Stintzi et al. discovered the potential pyoverdine chromophore biosynthetic gene cluster, pvcABCD (Figure 5A).[33,52] Using l-tyrosine as the substrate, pyoverdine chromophore has been proposed to be biosynthesized involving possible intermediates 11 and 12. Pyoverdine represents a group of green-fluorescent molecules, comprising a cyclic peptide moiety and a chromophore (Figure 5B). In addition to serving as an iron transporter,[31–32] pyoverdine also plays a crucial role in virulence and infection of Pseudomonas aeruginosa, which causes severe acute and chronic infections in human. Based on the regulation studies, pvcABCD genes expression is negatively regulated by iron concentration and is positively regulated by the regulatory factors PvdS and PtxR.[33] However, the function of the genes involved in pyoverdine chromophore formation has not been verified. On the other hand, Clarke-Pearson and Brady demonstrated that pvcABCD is responsible for producing paerucumarin, an isonitrile functionalized coumarin (Figure 5A).[35] Sequence analysis reveals that PvcA and PvcB are homologs of IsnA and IsnB. Thus, PvcA’s function has been proposed to introduce the isonitrile group. It is then followed by PvcB-catalyzed desaturation to form 13. Finally, PvcC and PvcD catalyzed reactions produce paerucumarin via intermediate 14. In addition, the crystal structure of PvcA was reported with a resolution of 2.1 Å, where PvcA adopts a modified Rossmann fold with a smaller C-terminal domain.[36] However, since the activity of isonitrile synthase was suggested through the coupled reaction with oxidase reaction, the product of PvcA has only been inferred but not yet been directly observed.
The role of pvc operon (pvcABCD) is associated with biofilm formation in Pseudomonas aeruginosa.[34,37] The mutation studies indicate the pvc operon affects biofilm formation through regulating chaperon/usher pathway.[37] Paerucumarin, the proposed pvcABCD product, enhances the expression of the chaperon/usher pathway (cup) proteins. Adding paerucumarin exogenously in the pvcA mutant significantly increased the expression level of cup proteins. Besides, it has been proposed that the expression of the iron-regulated genes was enhanced by the pvc operon through the iron-chelation by paerucumarin.[53] Recently, the modulation of swarming and quorum sensing of 2 and paerucumarin were reported.[54] Exogenously added 2 enhances the production of rhamnolipid, an extracellular surfactant which helps bacteria to swarm on semi-solid surfaces in P. aeruginosa, while adding paerucumarin does not affect rhamnolipid production. Since the enhanced swarming motility reduces biofilm production, this result implies the potential relationship between the isonitrile containing molecule and biofilm formation.
More recently, ambiguine (amb) biosynthetic gene cluster identified from Fischerella ambigua UTEX1903 provides the foundation for the biosynthetic studies of hapalindole-type natural products.[39] This type of natural product was first isolated from Stigonemataceae in 1984.[55] The family of hapalindole-type molecules constitutes a class of more than 70 homologs that include hapalindoles,[55–56] fischerindoles,[57] welwitindolinones[58] and ambiguines[59] (Figure 6A). These natural products share a common scaffold constructed using an indole with a monoterpene unit, and most of them are decorated with the isonitrile group or its derivative such as isothiocyanate group. Natural products belonging to hapalindoles are featured with their broad range of biological activities including insecticidal activity, antibacterial activity, and antimycotic activity.[60–63] Due to their structural diversities/complexities and attractive biological properties, numerous total synthetic strategies have been reported to chemically synthesize hapalindoles.[64–68] On the other hand, the corresponding biosynthesis remains unknown since the associated gene cluster had not been identified until 2013. AmbI1 and AmbI2, originated from Fischerella ambigua UTEX1903, are homologs to IsnA, while AmbI3 is a homolog to IsnB, thus suggesting that a similar strategy is used to install isonitrile group in ambiguines and hapalindoles (Figure 6B).[39] Later on, feeding experiments demonstrated that incubating l-tryptophan and ribulose-5-phosphate with AmbI1-3 resulted in the formation of the cis-vinyl isonitrile product (Z)-5.[39] (Z)-5 is proposed to be involved in amb-catalyzed biosynthesis of hapalindoles and ambiguines.[39]
In addition to ambiguine, welwitindolinone biosynthetic gene cluster was identified from Hapalosiphon welwitschii UTEX B1830 in 2014.[40] Welwitindolinone was first isolated from the blue-green algae Hapalosiphon welwitschii.[58] Most of welwitindolinones possess a 3,4-disubstituted oxindole with bicyclo[4.3.1]-decane ring system (Figure 6A). Genetic analysis revealed that the wel gene cluster shows significant similarity with amb gene cluster, indicating a similar biosynthetic strategy is used in hapalindole-type natural product biosynthetic pathways. The feeding studies reveal that (Z)-isomer of 5 was also produced when AmbI1-3 homologs originated from UTEX B1830 (WelI1-3) were tested. However, Micallef et al. reported that WelI1-3 from Westiella intricata (UH strain HT-29-1) produce both (Z) and (E)-5.[41]
In addition to bacteria, an analogous approach in introducing isonitrile group is also utilized by yeasts and fungi. In Saccharomyces cerevisiae, Dit1 and Dit2 are proposed to be responsible for the production of dityrosine (15), a major component of yeast spore wall that protects spores during extreme environmental conditions.[42–43] Dit1, a homolog of IsnA, is proposed to catalyze isonitrile group installation. Dit2, a cytochrome P450 enzyme, is predicted to be involved in dimerization reaction of 2 to produce 16 (Figure 7A). Additionally, compound 17 and its potential pre-cursor 18 are also isolated in the sporulating cells. Taken together, the possible biosynthetic pathway leading to dityrosine (15) production was proposed.[44] Dit1 converts tyrosine to 2. The reaction is then followed by Dit2-catalyzed dimerization to form 16. Intermediate 16 could be further converted to 17, which leads to dityrosine (15) production. Alternatively, Dit2 could also use 18 as the substrate to produce 17.
Recently, the biosynthesis of xanthocillin in human pathogen Aspergillus fumigatus was identified.[45] During copper starvation conditions, several xanthocillin-related compounds, including two novel molecules, melanocin E and melanocin F were isolated (Figure 7B). Under copper-depleted condition, the production of these compounds increases. These observations suggest possible copper-responsive metabolism and imply the possible biosynthetic pathway of these molecules. In the xanthocillin biosynthetic pathway, XanB and XanG are the homologs of Dit1 and Dit2. Thus, a similar pathway in producing dityrosine may be utilized in xanthocillin biosynthesis. Interestingly, XanB has both isonitrile-forming enzyme and Fe/2OG enzyme domains and is likely to catalyze vinyl isonitrile (Z)-6 formation (Figure 7A). To date, this is the only example where both isonitrile and olefin formation can be performed in a single enzyme. The reaction is then followed by XanG catalyzed dimerization to form xanthocillin.
Even though quite a few isonitrile-forming enzymes have been identified or suggested through bioinformatic analysis, isonitrile formation and detailed mechanism of this novel reaction remain to be elucidated. The first in vitro enzymatic production of (S)-3-(1H-indol-3-yl)-2-isocyanopropanoic acid (1), the proposed IsnA and AmbI1/AmbI2 reaction product, was achieved by Chang, Liu et al. in 2017.[69] To confirm the function of AmbI1 and AmbI2, deuterium-labeled tryptophan (d5-l-tryptophan) and ribulose-5-phosphate were employed as the substrates. The AmbI1/AmbI2 catalyzed reaction was monitored by liquid chromatography-mass spectrometry. A peak with a mass shift of +5 and having the same retention time as of standard 1 was observed. When AmbI3, the downstream Fe/2OG enzyme was introduced to the reaction, depletion of d5-1 along with the formation of (Z)-d5-5 were detected (Figure 8A). Based on these experimental observations, the activity of isonitrile-forming enzyme was verified and a potential mechanism accounting for the isonitrile group formation was proposed (Figure 8B). Starting with a condensation reaction between the amino group of l-tryptophan and the carbonyl group of ribulose-5-phosphate, an imine intermediate (19) is generated. After removal of the phosphate group, the carbon-carbon bond of β-keto imine (20) is cleaved via retro-aldol reaction pathway. The resulting isonitrile-containing intermediate (21) could then be fragmented into 1 with the release of formaldehyde as the co-product. Through the stepwise reconstitution of AmbI1/I2/I3 reactivities, these observations provide experimental supports of vinyl isonitrile biosynthetic pathways and pave the way for future mechanistic studies.
3. Isonitrile Formation through Decarboxylation-Assisted Desaturation
Recently, two structurally similar isonitrile-containing lipopeptides (22 and 23) were isolated via ScoA-E catalyzed biotransformation (Figure 9A).[17,46] Compounds 22 and 23 share the structural similarity to the other two isonitrile-containing antibiotics, SF2369 and SF2768, which were isolated from Actinomycetes and Streptomyces, respectively.[25,70] The corresponding biosynthetic pathway for 22 production is illustrated in Figure 9B. Briefly, ScoC, an acyl-acyl carrier protein ligase, starts the assembly line by introducing crotonic acid onto ScoB, an acyl carrier protein. The carboxylic acid moiety of crotonic acid is activated through adenylation using ATP. It is then followed by a substitution reaction to form a thioester where the crotonic acid moiety is loaded onto ScoB. Subsequently, ScoD is proposed to catalyze the addition of glycine at the β-position of ScoB-tethered crotonic acid. ScoE then catalyzes isonitrile formation by converting the glycine moiety to the corresponding isonitrile group. It is followed by ScoA, a nonribosomal peptide synthetase (NRPS), catalyzed condensation between the isonitrile-containing intermediate and l-lysine. The resulting isonitrile-containing peptide is then reductively released via the reductase domain to afford product 22.
In comparison with ScoA-E originated from Streptomyces coeruleorubidus NRRL18370, similar biosynthetic clusters in Mycobacterium marinum strain M,[46] M. tuberculosis H37Rv[71–72], S. avermitilis MA-4680,[73–74] and S. thioluteus DSM 40027[48] were also identified (Figure 10A). Thus, similar biosynthetic machineries and possible correlation of these enzymatic reactions are used to produce other isonitrile-containing natural products. Within the multi-drug resistant tuberculosis strain, M. tuberculosis H37Rv, the genes (rv0096-0101) homologous to scoA-E, are associated with the survival of M. tuberculosis in the mouse macrophages through mutation studies.[71–72,75–77] Even though the plausible function of Rv0097, a ScoE homolog, has not been confirmed, in vivo studies suggest that the function of Rv0096/Rv0097 is associated with M. tuberculosis drug resistance in the lungs and spleens.[78] The crystal structure of Rv0098, a homolog to ScoD, in the presence of dodecanoyl-CoA reveals that Rv0098 is a long-chain fatty acyl-CoA thioesterase.[79–80] Moreover, SAV606, a homolog to Rv0098, identified from S. avermitilis MA-4680, has a dual function.[81] In addition to triggering the hydrolysis of the corresponding thioester to form N-carboxymethyl-3-aminononanoate (3), it also catalyzes the addition of glycine onto 24 (Figure 10B). Rv0099, also known as FadD10, a ScoC homolog, likely serves a function of as fatty acyl-AMP ligase. It was originally designated as a fatty acyl-CoA ligase.[82] However, Rv0099 transfers dodecanoyl moiety onto Rv0100, an acyl carrier protein, suggesting the function of Rv0099 as acyl-acyl carrier protein ligase.[83–84] Rv0101, a ScoA homolog, is a NRPS containing seven catalytic domains and may serve the similar function as ScoA.[83]
Another gene cluster (SfaA-E) responsible for the biosynthesis of SF2768 was recently identified in S. thioluteus DSM 40027.[48] Following the analogous biosynthetic pathway used in biosynthesizing 22 and 23 by ScoA-E, SF2768 has been isolated and characterized as the product of SfaA-E reaction (Figure 11). Specifically, a putative dioxygenase, SfaA, was proposed to be involved in 4 formation. In addition, SfaE, a predicted asparaginyl beta-hydroxylase (as labeled with purple color in Figures 10A and 11), was proposed to catalyze δ-hydroxylation of the lysine residue of 26 to form 27. It is then followed by spontaneous hemiacetal formation to afford SF2768. SF2768 shows a preferential binding affinity toward copper than other metal ions.[48] Moreover, the intracellular cupric ion concentration in S. thioluteus was increased when incubating with copper-SF2768 complex. Therefore, SF2768 has been assigned as a chalkophore in S. thioluteus and its function may involve extracellular copper transportation into the cell.[48,85–86]
4. Investigation of Fe/2OG Enzyme Catalyzed Isonitrile Formation Mechanism
The first mechanistic investigation of Fe/2OG enzyme-catalyzed isonitrile formation was reported in 2019. As revealed by the X-ray crystal structure of the zinc-bound ScoE, a possible reaction mechanism accounting for isonitrile group installation was proposed.[17] In the proposed mechanism, the reaction proceeds through an imine intermediate (28) formation. Following hydroxylation (28 → 29), decarboxylation and dehydration afford 4 (Figure 12A). Due to the absence of the substrate (3) and 2OG in the active site, the mechanistic details were not provided in the report. In 2020, based on the previously reported ScoE structure, Li et al. constructed the enzyme-substrate complex model.[47] Using molecular dynamic simulation and quantum mechanical/molecular mechanical calculation, they proposed that subsequent to C—H bond activation of 28, a reaction pathway involving hydroxylation (28 → 30 → 29) and then decarboxylation (29 → 4) is less likely due to a high energy barrier (Figure 12B, pathway I). Instead, an alternative pathway where the iron center acts as an electron relay mediator to lower the energy barrier for decarboxylation step (30 → 4) has been suggested (Figure 12B, pathway II).
In 2020, in studying ScoE, SAV607, and SfaA, the three Fe/2OG enzymes that catalyze isonitrile formation, the requirement of two equivalents 2OG to complete an isonitrile group installation was established. This observation indicates that two sequential reactions are likely to be involved in isonitrile group installation (Figure 13A).[18] The substrate (3) and putative intermediate (31) bound ScoE structures solved at a resolution of 2.18 and 2.17 Å provide the structural information to hint the plausible reaction mechanism of this novel transformation (Figure 13B). In the substrate-bound structure, one of C5 hydrogen of 3 points toward the iron, suggesting C5 is the initial C—H activation site. This mechanistic hypothesis was confirmed using freeze-quench coupled Mössbauer analysis with the detection of the reactive intermediate, an Fe(IV)-oxo species. Observation of greater accumulation of Fe(IV)-oxo intermediate when deuterated isotopologue (5-2H2-3) was used indicated the possible C—H activation site. It is likely due to the H/2H kinetic isotope effect with the replacement of the targeted C5-H bond with C5-2H bond. Also, the structure of 31 and its plausible function were verified using the 13C-NMR. During the enzymatic reaction, by controlling the molar ratio of 5-13C-3 to 2OG, the newly formed peak with a chemical shift of ~91 ppm was detected by 13C NMR. Under the C—H coupling mode, this peak shows as a doublet indicating a single C—H bond connection. These observations are consistent with X-ray structural results. When the ratio of 5-13C-3 to 2OG was changed from 1 to 1.5 to 1 to 2.5, a decrease of 31 and the formation of a product (4) peak at δ ~150 ppm were observed in 13C NMR. Thus, compound 31 likely serves as the on-pathway intermediate during the isonitrile group installation.
Taken together, the possible biosynthetic pathway is proposed in Figure 13A. The formation of 31 follows the classical hydroxylation reaction mechanism catalyzed by Fe/2OG enzymes. Subsequently, the reaction can proceed through dehydration to form 28. It is then followed by hydroxylation to form 29, which likely rapidly tautomerizes to its carbonyl from (32). The reaction then undergoes dehydration and decarboxylation to complete isonitrile group formation. Alternatively, the reaction can proceed through hydroxylation and then dehydration to produce 32 (31 → 33 → 32). To test these mechanistic hypotheses, cis-28 and 32 were prepared and tested. No obvious production of isonitrile 4 can be detected when cis-28 or 32 was used as an enzyme substrate, which indicates that a pathway involving cis-28 or 32 as the intermediate product is less likely (Figure 13A, pathway I). Different from a reaction pathway involving second C5 hydroxylation, the presumptive Fe(IV)-oxo species can trigger oxidative decarboxylation by activating the nitrogen atom. Nitrogen atom activation has been reported in iron-containing enzyme catalyzed reactions.[87–88] In this alternative pathway, the reaction proceeds through decarboxylation and dehydration to form isonitrile product (34 → 35 → 4). In addition, 31 can be dehydrated first. It is then followed by similar decarboxylation to generate isonitrile product (28 → 36 → 4). Although the detailed mechanism remains to be carefully evaluated, these results shed light on plausible mechanisms in constructing the isonitrile group found in isonitrile-containing peptides.
5. Conclusions
Natural products decorated with isonitrile group(s) have a wide variety of biological activities and potential pharmaceutical applications. Herein, we summarize the reported enzymes and the biosynthetic machineries that are responsible for isonitrile formation. To date, two fundamentally different approaches are used to install the isonitrile group. The first type involves a condensation reaction between the amino group of l-tryptophan/tyrosine and the carbonyl group of ribulose-5-phosphate, while the second type involves a decarboxylation-assisted desaturation. Although significant progress has been made in the biosynthetic and mechanistic studies of various systems, there is still considerable room for the field to grow to understand (bio)chemical logics toward isonitrile biosynthesis.
Acknowledgement
This work is supported by the Harry C. Kelly Memorial Fund for U.S.-Japan Scientific Cooperation, through the Office of Global Engagement and the NC Japan Center, at NC State University, National Institute of Health (GM127588 to W.-c. C., and Y.G.) and MOST (2019YFA09005000 and 2018YFA0901900 to J.Z).
Biography
Tzu-Yu Chen (top left) received her B.S. in Chemistry under the guidance of Professor Ken-Tsung Wong in 2018. She then joined the Ph.D program at North Carolina State University under the guidance of Prof. Wei-Chen Chang. Her research focuses on understanding the chemical logics of enzyme-catalyzed transformations.
Jinfeng Chen (top middle) was born in 1994 in Sichuan, China. In 2016, she received her B.S. in the Department of Chemistry from Sichuan Normal University. She is currently working towards completing of her Ph.D. under the guidance of Professor Jiahai Zhou at Shanghai Institute of Organic Chemistry, Chinese academy of Sciences. Her current researches focus on metalloenzyme crystallography.
Yijie Tang (top right) is a Ph.D. candidate under the supervision of Professor Yisong Guo at Carnegie Mellon University. He obtained the B.S degree at University of Science and Technology of China in 2014. His research concentrates on the mechanistic investigation of iron-containing metalloenzymes via transient kinetics techniques, bioinorganic spectroscopies, and molecular modeling.
Jiahai Zhou (bottom left) obtained his Ph.D. under the supervision of Professor Hai-Bao Chen at SIOC, CAS, in 2000. He did postdoctoral research with Professor Zhaohui Xu at University of Michigan‐Ann Arbor. In 2006, he started his independent academic career at SIOC. In 2020, he moved to Shenzhen Institutes of Advanced Technology. His current research interests focus on the structural enzymology on biosynthesis and biocatalysis, and AI assisted enzyme engineering on synthetic biology.
Yisong Guo (bottom middle) obtained his Ph.D. under Professor Stephen P. Cramer at UC, Davis, in 2009. During post-doctoral research, Dr. Guo first worked with Professor Eckard Münck and then with Professors Carsten Krebs and J. Martin Bollinger. In 2014, Dr. Guo started his independent career at Carnegie Mellon University. He is now an Associate Professor. Dr. Guo’s research interests lie at the intersection of bioinorganic/biophysical chemistry, and mechanistic enzymology.
Wei-chen Chang (bottom right) obtained his BS under Professor Tien-Yau Luh. He received his Ph.D. under Professor Hung-wen Liu at UT Austin in 2011. During 2011—2015, he worked with Professors J. Martin Bollinger and Carsten Krebs as postdoc fellow. In 2016, Dr. Chang started his independent career at North Carolina State University. His research focuses on mechanistic investigation of novel biological transformations found in natural product biosynthetic pathways.
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