Fungal highly reducing polyketide synthases (HRPKSs) are an enigmatic group of multidomain enzymes that catalyze the biosynthesis of structurally diverse compounds. This variety stems from their intrinsic programming rules, which permutate the use of tailoring domains and determine the overall number of iterative cycles. From genome sequencing and mining of the producing strain Eupenicillium brefeldianum ATCC 58665, we identified an HRPKS involved in the biosynthesis of an important protein transport-inhibitor Brefeldin A (BFA), followed by reconstitution of its activity in Saccharomyces cerevisiae and in vitro. Bref-PKS demonstrated an NADPH-dependent reductive tailoring specificity that led to the synthesis of four different octaketide products with varying degrees of reduction. Furthermore, contrary to what is expected from the structure of BFA, Bref-PKS is found to be a nonaketide synthase in the absence of an associated thiohydrolase Bref-TH. Such chain-length control by the partner thiohydrolase was found to be present in other HRPKS systems and highlights the importance of including tailoring enzyme activities in predicting fungal HRPKS functions and their products.
Fungal highly reducing polyketide synthases (HRPKSs) are an enigmatic group of multidomain enzymes that catalyze the biosynthesis of structurally diverse compounds. This variety stems from their intrinsic programming rules, which permutate the use of tailoring domains and determine the overall number of iterative cycles. From genome sequencing and mining of the producing strain Eupenicillium brefeldianum ATCC 58665, we identified an HRPKS involved in the biosynthesis of an important protein transport-inhibitor Brefeldin A (BFA), followed by reconstitution of its activity in Saccharomyces cerevisiae and in vitro. Bref-PKS demonstrated an NADPH-dependent reductive tailoring specificity that led to the synthesis of four different octaketide products with varying degrees of reduction. Furthermore, contrary to what is expected from the structure of BFA, Bref-PKS is found to be a nonaketide synthase in the absence of an associated thiohydrolase Bref-TH. Such chain-length control by the partner thiohydrolase was found to be present in other HRPKS systems and highlights the importance of including tailoring enzyme activities in predicting fungal HRPKS functions and their products.
Fungal polyketides
constitute
an important group of natural products that includes statins, antibiotics,
and anticancer agents.[1,2] The biosynthesis of polyketide
in fungi is performed by Type I iterative polyketide synthases (IPKSs),
which are multidomain megasynthases.[3] The
highly reducing IPKSs (HRPKSs) are a large subgroup of the IPKSs that
are associated with the biosynthesis of highly reduced compounds,
such as lovastatin and fumonisin. The minimal PKS domains of HRPKSs,
which consist of ketosynthase (KS), malonyl-CoA:acyl carrier protein
transacylase (MAT), and acyl carrier protein (ACP), catalyze the selection
of malonyl building blocks and the repeated Claisen-like chain extension
steps. HRPKSs also consist of a set of tailoring domains, including
ketoreductase (KR), dehydratase (DH), enoylreductase (ER), and the
Cα-methyltransferase (MT). Although the domain organization
of HRPKSs bears strong resemblance to that of mammalianfatty acid
synthases (FASs), the HRPKSs operate in a much more sophisticated
fashion.[4] Most notably, the HRPKSs use
the single set of tailoring domains in different permutations during
every extension cycle, which results in the high degree of variability
at individual α- and β-positions in the products. Product
chain-length control also varies between different HRPKSs, which results
in polyketides that have a wide range of sizes. Additionally, HRPKSs
differ from FASs in that there is no dedicated and fused thioesterase
(TE) domain at the C-terminus of the megasynthase and instead rely
on the in trans interaction with discrete TE or acyltransferase-like
enzymes for product release.[2] Our current
understanding of these unique features of HRPKSs has remained at an
early stage, thereby limiting our ability to link reduced polyketides
to corresponding HRPKSs and to predict product structures from the
vast number of HRPKSs identified from fungal genome sequencing efforts.In order to better understand these enigmatic features of HRPKSs,
it is important to work with a suitable model system for biochemical
analysis. First, the model HRPKS should be a standalone enzyme that
generates a product of substantial chain length that could be detected
and analyzed (i.e., UV-active). This circumvents the dependence on
downstream enzymes (e.g., other PKSs) for further modifications that
convolutes product analysis. Second, the HRPKS should be programmed
to synthesize a product with variable degrees of β-reduction
within each extension cycle to allow investigation of the permutative
tailoring rules. Lastly, it is ideal to work with an HRPKS that is
involved in the biosynthesis of a bioactive polyketide product to
aid the re-engineering of the HRPKS for analogue generation.Several HRPKSs involved in the biosynthesis of pharmaceutically
important polyketides have been investigated, such as LovB and Hpm8
that are responsible for the biosynthesis of lovastatin and hypothemycin,
respectively. In the LovB system, however, a yet unresolved Diels–Alder
cyclization step embedded among the chain extension steps has complicated
analysis of the HR-PKS alone.[5,6] On the other hand, HRPKSs
from resorcylic acid lactone (RAL) pathways (such as Hpm8) and from
HRPKS-nonribosomal peptide synthetase (NRPS) hybrids require downstream
enzymes/domains for product transfer and further modification, which
represents an added level of complexity in deconvoluting HRPKS functions
and products.[7−9]In this study, we chose the HRPKS responsible
for brefeldin A (BFA)
as a model system (Figure 1). BFA (1) is a protein-transport inhibitor isolated from several species
of filamentous fungi.[10−14] It is used to study protein transport among eukaryotes but has also
been found to have antiviral, antifungal, and antitumor properties.[15] The polyketide origin of this 16-membered macrolactone
was previously established through feeding studies with labeled acetate.[16−18] The proposed biosynthesis of BFA involves formation of an acyclic
polyketide chain that is differentially tailored throughout the backbone
(Figure 1). The presence of the terminal hydroxyl
group, along with the strategically positioned double bonds, is proposed
to enable cyclization of the acyclic precursor into the fused, bicyclic
structure seen in BFA. We hypothesized that a single HRPKS should
be sufficient to generate the entire carbon backbone without the need
for an additional PKS. If the acyclic product indeed contains conjugated
double bonds as proposed, the biosynthetic product should be readily
identifiable and isolated. Collectively, the BFA HRPKS appears to
fit the mold as a good model HR-PKS for biochemical analysis. Here,
we first identified the HRPKS most likely responsible for BFA biosynthesis
from Eupenicillium brefeldianum ATCC 58665. We further
demonstrate that using a product-based assay, important programming
rules of HRPKSs were elucidated, including NADPH concentration-dependent
extent of reduction and the control of HRPKS product chain length
by an associated discrete thiohydrolase (TH). These insights further
improve our understanding of how HRPKSs function.
Figure 1
Putative biosynthethic
pathway for 1. The HRPKS is
proposed to synthesize the precisely reduced octaketide precursor,
which could then be directly offloaded by the thiohydrolase enzyme
followed by a P450-mediated formation of the cyclopentane ring and
macrocyclization to afford the 7-deoxy BFA 2 (top scheme).
Alternatively, the first ring annulation can also occur on the ACP-tethered
intermediate before the thiohydrolase release and lactonization (bottom
scheme). The C7-hydroxylation is believed to be the final step in
the process to obtain the final structure of 1.
Putative biosynthethic
pathway for 1. The HRPKS is
proposed to synthesize the precisely reduced octaketide precursor,
which could then be directly offloaded by the thiohydrolase enzyme
followed by a P450-mediated formation of the cyclopentane ring and
macrocyclization to afford the 7-deoxy BFA 2 (top scheme).
Alternatively, the first ring annulation can also occur on the ACP-tethered
intermediate before the thiohydrolase release and lactonization (bottom
scheme). The C7-hydroxylation is believed to be the final step in
the process to obtain the final structure of 1.
Results and Discussion
Identification
of the Brefeldin A PKS by Bioinformatic and Transcription
Analysis
The genomic DNA of the BFA-producing strain E. brefeldianum ATCC 58665 was sequenced using Roche (454)
GS FLX Titanium series and Illumina HiSeq 2000. The resulting GS FLX
Titanium reads were first assembled using GS de novo assembler; the
output contigs in FASTA format were then combined with the supplementary
HiSeq 2000 reads in a hybrid assembly using the Geneious Assembler
embedded in the Geneious software suite.[19] The hybrid assembly generated 708 scaffolds consisting of nearly
36 Mbases of nonredundant reads that roughly reflect the E.
brefeldianum genome size. A local BLAST database was created
using the scaffolds. Using the KS domain of the nonaketide synthase
LovB as a query sequence, 24 putative PKSs were identified: 11 HRPKSs;
eight nonreducing PKSs (NRPKSs); two partially reducing PKSs (PRPKS);
and two HRPKS-NRPS hybrids (Supplementary Figure
S1). The lack of Cα-methylation in BFA excluded
the MT-containing HRPKSs, narrowing down the search to five HRPKS-containing
gene clusters. Subsequently, RT-PCR was performed on the mRNA of the
BFA-producing culture to determine the transcription of the HRPKS
genes, of which only Contig_286 PKS was highly transcribed at the
time point that coincided with BFA production (Figure 2 and Supplementary Figure S2),
indicating the high likelihood of this HRPKS being involved in BFA
biosynthesis.
Figure 2
Transcriptional analysis of genes in Contig_286 determines
the
putative boundary of the bref cluster. (A) Arrangement
of genes in Contig_286. (B) RT-PCR analysis on the annotated genes
within the contig. The template mRNA was extracted from a Day2 BFA-producing
culture of E. brefeldianum in the optimized production
media, MEM.
Transcriptional analysis of genes in Contig_286 determines
the
putative boundary of the bref cluster. (A) Arrangement
of genes in Contig_286. (B) RT-PCR analysis on the annotated genes
within the contig. The template mRNA was extracted from a Day2 BFA-producing
culture of E. brefeldianum in the optimized production
media, MEM.The HRPKS of Contig_286
(orf7) contains the following
domains linearly juxtaposed from N- to C-terminus: KS, MAT, DH, ER,
KR, and ACP. Using the maximum likelihood statistical method on MEGA
Version 5, a phylogenetic tree with HRPKSs of known natural products
was constructed.[20] Contig_286 HRPKS claded
with those that biosynthesize relatively longer (>C10) acyclic
polyketides
such as the polyene portion of fumagillin and fumonisin (Supplementary Figure S3). The closest homologue
is an uncharacterized HRPKS from Trichoderma virens Gv29-8, TRIVIDRAFT_151590 (59% identity, 73% similarity). Within
the 37,663 bp of Contig_286, nine other open-reading frames (ORFs)
were identified using Softberry prediction (Table 1). These include an α–β hydrolase (orf2), which interestingly has the closest homologue, TRIVIDRAFT_53350
(60%, 77%), encoded immediately upstream of the TRIVIDRAFT_151590
PKS gene in T. virens Gv29-8. Hence, this may be
the partnering enzyme involved in the release of the ACP-tethered
polyketide thioester product via either hydrolysis to yield an acyclic
product (as a thiohydrolase) or macrocyclization to yield a cyclized
product (Figure 1). The neighboring genes are
consistent with that of a possible BFA biosynthetic gene cluster,
including four genes encoding P450 monooxygenases (orfs 3–6). Previous feeding studies have shown
that the C4 and C7 hydroxylation in BFA resulted from oxidative tailoring,
while the cyclopentane ring formation was similarly proposed to be
P450-mediated.[17,21] Hence the collection of P450s
here may be responsible for these transformations on the polyketide
product. To analyze if these genes are co-transcribed with the HRPKS
gene in this cluster, a transcriptional analysis was performed using
gene-specific primers (Figure 2B). All P450s
and TH encoding genes were highly transcribed in the producing culture,
along with orf8 of unknown function. These genes
were putatively assigned to comprise the bref cluster,
with the HRPKS and TH renamed to Bref-PKS and Bref-TH, respectively.
The
producing strain E. brefeldianum ATCC 58665 is a
non-sporulating filamentous fungi, and attempts at genetic manipulation
were futile due to the multinucleated protoplasts. To examine the
activity and product of the Bref-PKS, the 7.1-kb intron-less gene
was assembled from five cDNA fragments and placed under control of
the ADH2 promoter by yeast recombination in S. cerevisiaeBJ5464-NpgA (Supplementary Figure S4A).[5] Subsequently, BJ5464-NpgA harboring
the Bref-PKS expression plasmid was cultured and grown to stationary
phase for protein expression. The hexahistidine-tagged Bref-PKS was
solubly expressed and was purified via nickel affinity chromatography
at a yield of 2 mg/L (Supplementary Figure S4C). The intron-less gene encoding Bref-TH was similarly constructed
from cDNA and was subsequently expressed in E. coliBL21(DE3) via an IPTG-inducible T7 promoter and purified using nickel
affinity chromatography (Supplementary Figure
S4B and C).We first assayed the activities of the minimal
PKS domains (KS, MAT, and ACP) by incubating Bref-PKS with 2 mM malonyl-CoA
in PBS buffer, pH 7.4. In the absence of the reducing cofactor NADPH,
the reductive domains are expected to be inactive and should yield
an unreduced polyketide product. After 16 h, the reaction was either
extracted directly or first treated with 1 M NaOH followed by extraction
for product analysis. In the absence of base hydrolysis, no product
was recovered. With NaOH treatment, we observed the production of
4-hydroxy-6-methyl-2H-pyran-2-one (TKL) (Supplementary Figure S5), which forms through
the spontaneous cyclization and release of the unreduced triketide.[22] This result indicates that the minimal PKS components
were active and product release from the PKSs requires additional
factors.
Reconstitution of Bref-PKS Activities
Most HRPKSs do
not have a dedicated domain for product offloading, relying instead
on an in trans acyltransferase or TH to release the
polyketide from the ACP tether.[2] Such partnering
enzyme plays an important role in terminating the chain elongation
and consequently in determining the length of the final product. To
investigate the influence of the in trans Bref-TH
on HRPKS function, the purified enzyme was added to the Bref-PKS in vitro reaction at an equimolar ratio (20 μM)
with 2 mM malonyl-CoA and 10 mM NADPH. The reaction was left at RT
for 16 h and was extracted with ethyl acetate and analyzed by LC–MS.
Four relatively hydrophobic compounds 3–6 emerged at the end of the gradient (5%–95% acetonitrile
in H2O, 30 min), with 3 being the dominant
product (Figure 3A). The corresponding masses
for compounds 3, 4, 5, and 6 are 264, 268, 264 and 266, respectively (Supplementary Figure S6). Compounds 3 and 5 displayed λmax of 260 nm, indicating the
presence of a slightly conjugated structure, while compounds 4 and 6 did not have significant absorption above
220 nm. The masses of these compounds are consistent with that of
an octaketide that has undergone several reductive modifications (for
reference, the molecular weight of palmitic acid is 256).
Figure 3
In vitro products
of Bref-PKS and Bref-TH are acyclic octaketides
with variable degrees of β-reduction. (A) HPLC and EIC trace
of the in vitro reaction between Bref-PKS and Bref-TH. (B) Production of compounds 3–6 from the S. cerevisiae-NpgA strain co-expressing
Bref-PKS and Bref-TH. Notice the change in the production profile
between days 1 and 3. The compounds were purified according to their
peak production period. (C) Elucidated structures of compounds 3–6 from the corresponding NMR spectra.
In vitro products
of Bref-PKS and Bref-TH are acyclic octaketides
with variable degrees of β-reduction. (A) HPLC and EIC trace
of the in vitro reaction between Bref-PKS and Bref-TH. (B) Production of compounds 3–6 from the S. cerevisiae-NpgA strain co-expressing
Bref-PKS and Bref-TH. Notice the change in the production profile
between days 1 and 3. The compounds were purified according to their
peak production period. (C) Elucidated structures of compounds 3–6 from the corresponding NMR spectra.In order to isolate sufficient
amounts of 3–6 for structure elucidation,
Bref-PKS and Bref-TH were co-expressed
under the ADH2 promoter in the yeast host. Compounds 3 and 5 were harvested after 36 h of inoculation (1 and
0.5 mg/L final yield, respectively), while 4 and 6 were extracted after 72 h (2 and 4 mg/L final yield, respectively),
depending on their highest production period (Figure 3B). Both 3 and 5 disappeared at
the 72 h time point, suggesting the possible conversion to 4 and 6, respectively. Each compound was purified to
homogeneity and subjected to full NMR spectroscopy to elucidate their
structures.From the NMR spectra (Supplementary
Table S1
and Figure S15), 3 is determined to be a linear
16-carbon carboxylic acid (δC1 171.30) (Figure 3C). The 1H NMR spectrum revealed three
olefinic groups, one oxygenated methine, seven methylene groups and
one methyl group. Based on COSY correlations, two of the double bonds
(C2–C3 and C4–C5) form a diene that by HMBC correlations,
was further conjugated to carbonyl C1. This conjugated dienoic acid
accounts for the higher λmax 260 nm of 3 compared to BFA (λmax= 220 nm). Additionally, the
large coupling constants of the connected protons (JHH 15.3) indicate trans configurations
of the double bonds. The remaining olefiniccarbons are found to be
at the C10–C11 position from detailed analysis of the COSY
and HMBC correlations. The position of the C–OH group at C15
was confirmed by the direct correlation of the doublet C16 methyl
protons to the oxygenated methine group. To determine whether this
compound is a macrolactone or an acyclic molecule, we compared the
carbon chemical shift of C15 to the corresponding carbons in BFA and
in an uncyclized BFA analogue. The C15 chemical shift of 3 (δC15 68.5) accorded with the uncyclized form (δC 69.3),[14] as opposed to the slightly
downfield shift in the lactone (δC 71.8).[23]The structure of 4 (m/z = 267 [M + H]+) was similarly
elucidated from the 1D-
and 2D- NMR spectra and from comparison to 3. Instead
of the olefinic protons (δH 5.78, 7.22) at the C2–C3
position, the C2–C3 carbons in 4 were found to
have methylene protons (δH 2.27, 2.31) that were
connected to the C4–C5 double bond in COSY (Supplementary Table S1 and Figure S16). This is in accordance
with the loss of conjugation in the molecule (λmax 220 nm) relative to 3. The rest of the NMR signals
of 4 are consistent with 3. Interestingly, 5 (m/z = 265 [M + H] +, λmax 260 nm) and 6 (m/z = 267 [M + H] +, λmax 220 nm) were found to be structurally related to 3 and 4, respectively, differing by only the
absence of the C15 hydroxyl group (δC15 68.5, δH15 3.71). Instead, an aliphatic carbonyl signal (δC15 212) was observed in their respective 13C NMR
spectra, which was validated by HMBC correlations and by the appearance
of C16 methyl group as a singlet (Supplementary
Table S1 and Figures S14 and S15).It is noteworthy that
several important structural features of 3 are consistent
with that of BFA including the C16 backbone.
Additionally, the C2–C3 and C10–C11 olefinic groups
in 3 are retained in BFA. The terminal hydroxyl group
that is important for macrocyclization to form BFA is also present.
On the other hand, while not observed in BFA, the C4–C5 double
bond in 3 appears to be well-positioned for formation
of the cyclopentane ring in 1, presumably mediated by
a P450 oxygenase encoded in the bref cluster (Figure 1 and Supplementary Figure S14). The structural parallels, both in size and sites of unsaturation/hydroxylation,
between 3 and BFA therefore strongly indicate Bref-PKS
is indeed the HRPKS involved in BFA biosynthesis.The discovery
of compounds 3–6 containing varying
degrees of β-reduction by Bref-PKS is unexpected.
In generation of the ketones 5 and 6, it
appears the KR domain is prone to skipping ketoreduction of the diketide
intermediate, which results in the C15 hydroxyl group. To further
investigate the effect of NADPH concentration on the reductive programming
rules of Bref-PKS, we performed in vitro assays by varying the NADPH
concentrations from 0.5 to 10 mM. While 3 remained as
the dominant product at NADPH concentrations higher than 2 mM, compound 5 was found to be the dominant product at lower but still
physiologically relevant concentration (<2 mM) (Supplementary Figure S9). Hence, the KR domain is highly sensitive
to availability of reducing cofactors, albeit only at the first ketoreduction
step during Bref-PKS function. Interestingly, the C15 ketone observed
in 5 is also found in the 7-dehydrobrefeldin A acid analogue
that contains the cyclopentane ring but is not macrocyclized.[14] Therefore, the KR domain may indeed be imprecisely
programmed to act at the C15 ketone in the native producer as well.
Such NADPH-dependent tailoring can add another degree of complexity
to HRPKSs in generating diversity among fungal polyketides.The other octaketide products of Bref-PKS, 4 and 6, lack the α–β double bond (C2–C3)
observed in BFA and in 3 and 5. Both were
minimally produced in vitro but were the end products in the yeast
in vivo culture after more extended fermentation (Figure 3B). The accumulation of 4 and 6 in yeast coincided with the disappearance of 3 and 5, which strongly suggests the enoylreduction of 3 and 5 by endogenous yeast enzymes. This was
further confirmed by the bioconversion experiments with purified 3 and 5, in which both compounds were fully converted
into 4 and 6, respectively, by untransformed S. cerevisiaeBJ5464-NpgA within 24 h of addition to the
culture (Supplementary Figure S7). However,
the production of 4 and 6 in the in vitro
assay also suggests that the ER domains of Bref-PKS can partially
reduce the enoyl during the last iteration. No aberrant enoylreduction
of the C4–C5 and C10–C11 positions were observed among
the products, therefore pointing to a “specific overreduction”
of the ER domain at the last iteration.
Bref-TH Controls the Programmed
Release of the Octaketide Product
from Bref-PKS
Having reconstituted the activities of the
Bref-PKS, we then investigated the role of Bref-TH in chain termination
and product release. The Bref-PKS assay was repeated without Bref-TH
for 16 h, followed by either direct extraction with ethyl acetate
or pretreatment with 1 M NaOH at 65 °C (base hydrolysis) before
extraction. The amount of product turnover decreased significantly
(10-fold) in the absence of Bref-TH, consistent with the proposed
role of the hydrolase in facilitating chain release. When subjected
to base hydrolysis or upon subsequent addition of equimolar amount
of Bref-TH after 16 h, a higher level of product release was observed
(Supplementary Figure S10). The octaketides 3–6 were recovered as previously, with
the level of 4 now similar to that of 3.
The increased amount of ER over-reduction in the absence of Bref-TH
may be due to stalling of the polyketide products on the Bref-PKS
in the absence of TH-mediated release.More importantly, the
two new products 7 (m/z 295 [M + H]+) and 8 (m/z 297 [M + H]+) were isolated from the above
Bref-PKS assay, with 7 now being the dominant product
of all polyketide products (Figure 4A and Supplementary Figure S10). Both compounds displayed
λmax of 215 nm, which hints at the absence of conjugated
dienoic acid moiety. The +28 mu increase in masses of 7 and 8 compared to that of 3 and 5 suggests the incorporation of a completely reduced ketide
unit (-CH2-CH2-) as a result of an additional
round of chain elongation and reduction by the Bref-PKS (Figure 4A and Supplementary Figure S10). Due to the single-turnover nature of the assay in the absence
of the Bref-TH, compounds 7 and 8 could
not be sufficiently obtained for structural elucidation. Expression
of Bref-PKS alone in yeast did not lead to detectable amounts of 7 and 8 either. Therefore, to confirm compound 7 is indeed a nonaketide instead of octaketide, we performed
the in vitro assay using 2-13C-malonate and the MatB system,
which generates the 2-13C-malonyl-CoA in situ.[24] As expected, an increase of 9 mu in molecular
weights was observed for both labeled 7 and 8, confirming the incorporation of nine ketide units derived from
malonate into the backbone (Supplementary Figure
S8). Combining the UV and mass data (Supplementary
Figures S6 and S8), we propose the structure of 7 and 8 as shown in Figure 4B,
derived from an additional round of chain elongation from 3 and 5, respectively, followed by full β-reduction.
Selected ion monitoring of the mass of 7 and 8 in the Bref-PKS assay that contained Bref-TH yielded no trace of
these two compounds. These results demonstrate that in the absence
of the Bref-TH, the Bref-PKS functions primarily as a nonaketide synthase.
Figure 4
In vitro
reactions with Bref-PKS demonstrate the TH-controlled
PKS chain length release. (A) EIC spectra of the in vitro reactions
showed the variation in the product profiles of Bref-PKS with Bref-TH; Bref-PKS with
base hydrolysis; Bref-PKS with Bref-TH H276A; and
Bref-PKS with other in trans releasing enzymes CazE
and Fma-AT. The reactions consist of 20 μM Bref-PKS, 2 mM mCoA,
and 10 mM NADPH with either 20 μM concentration of the releasing
enzyme or base hydrolysis (1 M NaOH at 65 °C for 10 min). (B)
Proposed structures of 7 and 8.
In vitro
reactions with Bref-PKS demonstrate the TH-controlled
PKS chain length release. (A) EIC spectra of the in vitro reactions
showed the variation in the product profiles of Bref-PKS with Bref-TH; Bref-PKS with
base hydrolysis; Bref-PKS with Bref-THH276A; and
Bref-PKS with other in trans releasing enzymes CazE
and Fma-AT. The reactions consist of 20 μM Bref-PKS, 2 mM mCoA,
and 10 mM NADPH with either 20 μM concentration of the releasing
enzyme or base hydrolysis (1 M NaOH at 65 °C for 10 min). (B)
Proposed structures of 7 and 8.A protein family database search of Bref-TH indicated
that the
enzyme belongs to the Abhydrolase_6 family (E-value
of 3.4 ×10–14). This diverse family is characterized
by an α/β hydrolase fold and functions via a proposed
catalytic triad.[25] Using Phyre2, we modeled
the enzyme and identified the putative catalytic triad to be S116,
D247, and H276 that lie within catalytic distances from each other
(Supplementary Figure S11B).[26] Each residue was mutated to alanine, and the
resulting recombinant proteins were expressed and purified from E. coli at comparable yields as wild-type for the in vitro
reaction with Bref-PKS.[27] Adding either
S116A or D247A mutant to Bref-PKS resulted in a similar product profile
(3–6) as those seen with the wild
type Bref-TH. Only the H276A mutant failed to catalyze release of
polyketide products and yielded 7 as the major product
upon base hydrolysis (Figure 4A). This suggests
that only H276 is essential for the chain length-specific hydrolysis
of the PKS product, possibly serving as the general base to facilitate
the thiohydrolysis. We also probed the specificity of the hydrolase-PKS
interactions by incubating Bref-PKS with CazE from the chaetoviridin
pathway[22] and Fma-AT from the fumagillin
pathway,[28] both known to participate in
release of reduced polyketide products from the respective HPPKS partners.
In each case, the non-cognate releasing enzymes did not lead to turnover
of the octaketides, and the nonaketide products were instead detected
using base hydrolysis (Figure 4A).
Chain-Length
Control by the Releasing Enzyme Is Also Observed
in Other HRPKS Systems
To examine whether chain-length regulation
by the releasing enzyme is also observed in other HRPKSs, we assayed
the Fma-PKS involved in the biosynthesis of the polyene portion of
the meroterpenoid fumagillin. Fma-PKS was previously shown to produce
the highly conjugated hexaketide pentaenoic acid 9 ([M
+ H+] 191, λmax 358 nm) in the presence
of its releasing acyltransferase partner, Fma-AT.[28] When the Fma-PKS assay was performed in the absence of
Fma-AT and subjected to base-hydrolysis followed by extraction, two
new products were observed, 10 ([M + H] + 217)
and 11 ([M + H] + 243), with λmax of 378 and 398 nm, respectively. The periodic increases in both
mass (+26 mu) and λmax compared to 9 therefore strongly indicate 10 and 11 are
heptaketide and octaketide polyenes, respectively, as shown in Figure 5. This is also verified by the in vitro labeling
studies with 2-13C-malonate that showed the corresponding
mass shift of +7 and +8 for 10 and 11, respectively
(Supplementary Figure S12 and S13). When
Bref-TH is used in the reaction with Fma-PKS, 10 and 11 were also dominantly produced relative to 9 (Figure 5A).
Figure 5
Fma-PKS produces longer polyenes in the
absence of cognate Fma-AT.
(A) HPLC profiles of Fma-PKS with Fma-AT; base hydrolysis; or Bref-TH.
Fma-PKS produces a hexaketide polyene in the presence of the partner
Fma-AT. In its absence or in the presence of the non-cognate Bref-TH,
the PKS catalyzes 1 or 2 more extension steps to yield the heptaketide 10 and octaketide 11. The reactions consist of
20 μM Fma-PKS, 2 mM mCoA, and 2 mM NADPH with either 20 μM
of the releasing enzyme or base hydrolysis (1 M NaOH at 65 °C
for 10 min). (B) Proposed structures of the polyene compounds produced
in the in vitro assay.
Fma-PKS produces longer polyenes in the
absence of cognate Fma-AT.
(A) HPLC profiles of Fma-PKS with Fma-AT; base hydrolysis; or Bref-TH.
Fma-PKS produces a hexaketide polyene in the presence of the partner
Fma-AT. In its absence or in the presence of the non-cognate Bref-TH,
the PKS catalyzes 1 or 2 more extension steps to yield the heptaketide 10 and octaketide 11. The reactions consist of
20 μM Fma-PKS, 2 mM mCoA, and 2 mM NADPH with either 20 μM
of the releasing enzyme or base hydrolysis (1 M NaOH at 65 °C
for 10 min). (B) Proposed structures of the polyene compounds produced
in the in vitro assay.
Discussion
In this work, we identified a gene cluster
in E. brefeldianum that is most likely to be involved
in the biosynthesis of the protein transporter inhibitor BFA. BFA
is a fungal polyketide that is derived from a highly reduced polyketide
synthesized by a HRPKS. The Bref-PKS along with a partnering Bref-TH
were reconstituted in S. cerevisiae and in vitro.
The reconstitution experiments showed that the dominant product of
Bref-PKS in the presence of Bref-TH is an acyclic polyketide 3 that is of the same length as BFA and exhibited the expected
β-reduction patterns for downstream conversion into BFA (Figure 1). Unexpectedly, Bref-PKS synthesized longer polyketide
products in the absence of Bref-TH, implicating an important role
of Bref-TH in controlling the chain length of the HRPKS. This phenomenon
was also observed in the Fma-PKS and Fma-AT pair involved in fumagillin
biosynthesis. The in vitro reconstitution studies reported here were
crucial in enabling single turnover experiments (chemical hydrolysis)
that were not observable under in vivo conditions.Reduced polyketides
synthesized by HRPKSs require accessory enzymes for product release.
In most cases, this is completed by an assortment of enzymes belonging
to the α–β hydrolase family. The protein–protein
interaction between the HRPKS and the releasing enzyme, which facilitates
product turnover and chain length control, is therefore an intricate
part of the overall programming rule of these enzymes. When the releasing
enzyme is an acyltransferase, the polyketide is either transferred
to the hydroxyl group of a small molecule acceptor such as catalyzed
by LovD in lovastatin biosynthesis[29] or
the free thiol of the ACP domain of a partnering PKS catalyzed by
the Starter-Unit:ACP acyltransferase (SAT) in dual PKS systems.[7,8,30] Thiohydrolases such as Bref-TH
hydrolyzes the polyketide thioester to release the product. Other
examples of TH include LovG that hydrolyses dihydromonacolin L from
LovB.[31] Interestingly, the releasing α–β
hydrolases are widely varied in sequences and also in catalytic mechanisms.
Whereas LovD, LovG, and SAT domains utilize covalent catalysis via
active site nucleophiles, enzymes such as Bref-TH and CazE apparently
operate via noncovalent, general base catalysis similar to the trichothecene
acyltransferase.[32] Each releasing enzyme
is also highly specific for the partnering HRPKS ACP domain, as shown
in our results. This exclusive protein–protein interaction
likely arose during evolution to ensure minimal crosstalk between
HRPKS gene clusters, as well as triggering allosteric structural changes
required for catalysis.[33]Using the
Bref-PKS and Bref-TH pair (as well as the Fma pair),
we showed that the releasing enzyme is important in ensuring the proper
chain length control of HRPKSs. In the absence of the TH enzymes,
both Bref-PKS and Fma-PKS synthesized longer products than what is
reflected in the final product. This result can be rationalized in
a competition model in which the polyketide chain can be either offloaded
by the TH/AT at the correct size or can be recaptured by the KS domain
for another round of elongation (Figure 6).
In the absence of the TH, the polyketide chain remains attached to
the ACP domain, which allows reentry into the KS domain. If the KS
can accommodate a product of longer size, an additional extension
step can take place as observed in products 7 and 10. We did not detect any shorter polyketides in the in vitro
assays, indicating the high substrate specificities of the TH toward
the correct acyl group. However, when equimolar amount of Bref-TH
was added 16 h after initiation of the in vitro Bref-PKS reaction,
the longer nonaketide products (7 and 8)
were again observed at similar levels as the base-hydrolyzed reaction
(Supplementary Figure S10). This indicates
that Bref-TH is capable of hydrolyzing longer chain length but preferably
hydrolyzes the correct octaketide chain in a timely manner when co-incubated
with Bref-PKS. Interestingly, in both Bref-PKS and Fma-PKS, the extra
ketide(s) that form as a result of excluding the TH in the reaction
were completely processed by the available reduction domains. The
recognition of the longer (and unnatural) substrates by these domains
may similarly be due to stalling of the polyketide on the ACP domain,
which led to the observed modification. Detailed kinetics studies
using model substrates of varying length will provide insights into
the substrate specificities of these tailoring domains.
Figure 6
Summary of
the programming rules exhibited by Bref-PKS. From the
in vitro studies, we were able to fully reconstitute the complex programming
of this model HRPKS. Bref-PKS uses different permutations of the reductive
domains at each extension cycle and selectively offloads the correct
octaketide products with the partner Bref-TH or the longer nonaketide
products with base hydrolysis. Compounds 4 and 6 that resulted from additional enoyl reduction at the final
extension are italicized.
Summary of
the programming rules exhibited by Bref-PKS. From the
in vitro studies, we were able to fully reconstitute the complex programming
of this model HRPKS. Bref-PKS uses different permutations of the reductive
domains at each extension cycle and selectively offloads the correct
octaketide products with the partner Bref-TH or the longer nonaketide
products with base hydrolysis. Compounds 4 and 6 that resulted from additional enoyl reduction at the final
extension are italicized.These results support that the KS domain remains an important
element
in determining polyketide chain length. This is also evident in the
phylogeny based classification of HRPKSs using KS domain sequences,
which led to clading of the HRPKSs based on chain size (short, medium,
and long, as shown in Supplementary Figure S3). Additionally, some HRPKS systems appear to maintain a high fidelity
in producing the correct product chain length; for instance, both
lovastatindiketide and nonaketide synthases always produce the correct
chain length,[5,29] as well as the solanapyrone synthase
that releases the product via pyrone formation.[34] However, as demonstrated here in Bref-PKS and Fma-PKS,
these domains appear to also have some flexibility on the chain length
programming and are insufficient to terminate at the correct chain
length alone. In other words, KS domains are capable of synthesizing
products of longer size without downstream enzyme control. This may
rationalize an in vivo study involving the biosynthesis of fumonisins.
Zhu et al. reported a successful complementation of the C16-PKS ALT1 for the C18-PKS FUM1-disruption strain to yield
the C18 fumonisins.[35] In this
case, offloading of the polyketide via a decarboxylative condensation
with an alanine by Fum8 dictates the ultimate chain length in the
final product.[36] Releasing enzyme control
of chain length was also observed in the HRPKS-NRPS involved in the
biosynthesis of preaspyridone, a precursor of the natural product
aspyridone. In that example, when the fused NRPS module was excised
from the megasynthetases, the PKS module was able to synthesize a
polyketide product that is longer than that present in preaspyridone
(pentaketide instead of tetraketide).[9] That
is again most likely due to stalling of the polyketide chain on the
PKS in the absence of a downstream domain (C domain in the NRPS) that
offloads the correctly sized polyketide for subsequent modification.
Additional factors that affect chain length control outside of KS
were previously reported, such as the KR-dependent product size observed
in PKS-NRPS domain swapping experiments.[37]While it may appear that some HRPKSs become aberrant in their
chain-length
control in the absence of cognate releasing partners, it could be
argued that these HRPKSs might have originated from ancestral PKS
clusters that synthesize final products of longer chain length. In
other words, this is Nature’s alternative and quick way of
generating chain length diversity without modifying the KS or other
PKS components, which could be more difficult. In this way, the same
HRPKS can be adapted to produce polyketide products of different chain
lengths by partnering with releasing enzymes of different chain length
specificities. Thus, Bref-PKS may have originated from an ancestral
HRPKS cluster that produces a nonaketide product but was adapted to
produce octaketide by coupling with the Bref-TH with shorter chain
length specificity. This lesson from Nature has important implications
for engineering of polyketide biosynthesis, as it suggests that we
can attempt to alter the chain length specificity of the releasing
enzyme instead of focusing on the HRPKS components to manipulate the
chain length of the final product.
Implications of in Vitro Bref-PKS Data on
the Biosynthesis of
Brefeldin A
In light of the results of the reconstitution
studies on Bref-PKS, we can improve our current understanding of the
biosynthesis of BFA. From our data, we can conclude that Bref-PKS
and Bref-TH are minimally required to produce the octaketide backbone
of BFA. Additionally, Bref-PKS is capable of producing the correctly
tailored intermediate for further modification to achieve the final
structure of BFA. The C2–C3 and C10–C11 double bonds
are identical to those in BFA, while the C4–C5 double bond
is strategically placed in 3 to allow a proposed radical
addition to the double bond leading to the intramolecular annulation
that installs the cyclopentane ring (Supplementary
Figure S14). The actual mechanism would require additional
studies on the enzymes encoded by the genes in the bref cluster. We have also demonstrated that Bref-PKS synthesizes products
with variable degrees of reduction, which explains the isolation of
some BFA analogues, such as the unlactonized 7-dehydrobrefeldin A
acid.[14]The mechanism for macrolactonization
of BFA is an intriguing aspect of the biosynthesis. Unlike the RAL
systems, Bref-PKS does not partner with an NR-PKS that uses an in cis thioesterase for macrolactonization. However, we
propose that the Bref-TH could similarly perform both offloading and
lactonization, as it is the only candidate gene transcribed in the bref cluster. It is foreseeable that the mechanism would
involve the C15-hydroxyl that has been observed in in vitro product 3, which is the proper position for an intramolecular attack
on the thioester bond. The catalytic His276 could deprotonate the
C15-hydroxyl group and make it a suitable nucleophile for lactonization.
Our observation that all of the products were linear, however, indicates
the necessity of having the cyclopentane ring form first to “bend”
the molecule and bring the nucleophile closer to the ACP to direct
lactonization (bottom scheme in Figure 1).
This is in contrast to what was previously hypothesized, where the
macrolactonization precedes the cyclopentane ring formation.[17] Mabuni et al. originally proposed a mechanism
involving a C4–C5 epoxide intermediate. However, this epoxide-opening
mechanism requires an alkene at C9–C10, which is an unusual
position in a polyketide chain.[17] Recently,
Zhang et al. proposed an NADPH-dependent reductive cyclization catalyzed
by the alcohol dehydrogenase IkaC for the formation of a five-membered
ring within the macrolactam ikarugomycin.[38] However, we did not find a homologue of this enzyme in the bref cluster. In light of the structure of 3 produced by Bref-PKS, we propose a mechanism via a C9 radical intermediate
catalyzed by a P450 enzyme (Supplementary Figure
S14). Addition of the C9 radical to the C4–C5 alkene
followed by an oxygen rebound will result in the cyclopentane ring
and C4-hydroxyl of 1. The actual cyclization mechanism
will be the subject of further investigations, including determining
the roles of the P450s in the cluster. Additionally, the role of Bref-TH
in the lactonization of BFA should also be probed in the future.As noted earlier, Bref-TH homologue is found in the vicinity of
a Bref-PKS homologue in Trichoderma virens. Such
HRPKS/in trans-TH pairs are also found in several
other fungal genomes, including Aspergillus nidulans (AN7084.2/7083.2), Botryotinia fuckeliana (BcDW1_1087/1086), Neofusicoccum parvum (UCNRP2-2180/2181), and Macrophomina
phaeseolina (MPH_06436/06434). These HRPKS/TH pairs may be
responsible for production of similar linear reduced polyketide or
macrolide compounds. Several non-RAL macrolides have been previously
isolated from fungi such as putaminoxin,[39] pinolidoxin,[40] and balticolid;[41] the discovery and characterization of the Bref-PKS
and Bref-TH therefore provide leads to the biosynthetic gene clusters
that are responsible for production of such fungal macrolide scaffolds.
Conclusion
HRPKSs are still poorly understood enzymes
that catalyze the synthesis of a wide array of compounds. In order
to harness their biosynthetic potential, it is important to first
improve our understanding of the underlying mechanism behind their
activities by finding a model PKS to work with. In this paper, we
report the heterologous expression and reconstitution of Bref-PKS
involved in the biosynthesis of BFA to characterize the HRPKS programming
rules in vitro. This system has the advantage of being a standalone
enzyme with a sizable product and different reduction patterns at
each extension. Using this HRPKS, we uncovered an NADPH-dependent
reductive tailoring by the PKS in synthesizing products of mixed reduction.
We also demonstrated that chain-length determination is not dictated
by the KS domain alone but can be altered by the releasing enzyme.
Such strategy could be Nature’s way of generating chain length
diversity without having to evolve the large multidomain megasynthases.
The TH-mediated control is highly specific with respect to protein–protein
interactions, as well as on acyl substrate recognition. This study
further underscores the importance of including tailoring enzyme functions
in relating and predicting fungal HRPKS and their products.
Methods
Strain and Culture Conditions
E. brefeldianum ATCC 58665 was obtained from ATCC
and maintained in GMM or SMM agar
at 28 °C. For BFA production and for mRNA extraction, the strain
was grown in liquid MEM media at RT with 250 rpm shaking.[42]Saccharomyces cerevisiaeBJ5464
was used for protein expression of bref-PKS and subsequent
in vivo production of 3–6. This strain
was maintained and cultured in YPD, while the transformants carrying
the recombinant plasmids were grown in synthetic defined dropout media
with appropriate supplements. E. coliTOPO 10 was
used for the subcloning steps, and E. coliBL21(DE3)
was used for expressing bref-TH.
Sequencing
and Bioinformatic Analysis
The genomic DNA
of E. brefeldianum was prepared from mycelium grown
in stationary liquid culture.[43] Shotgun
sequencing was performed at GenoSeq (UCLA Genotyping and Sequencing
Core) with the GS FLX Titanium system (Roche) and at Ambry Genetics
(Aliso Viejo, CA) using Illumina Hiseq 2000. The reads were assembled
into contigs using SOAPdeNOVO.[44] The contigs
were formatted to BLAST database format for local BLAST search using
standalone BLAST software (v. 2.2.18). Gene predictions were performed
using the FGENESH program (Softberry) and manually checked by comparing
with homologous gene/proteins in the GenBank database. Functional
domains in the translated protein sequences were predicted using Conserved
Domain Search (NCBI). Modeling and alignment of the Bref-hydrolase was performed using Phyre2 server,[26] and the image was generated using Boxshade 3.21.
Expression
Analysis by Reverse Transcription Polymerase Chain
Reaction (RT-PCR)
The total RNA of E. brefeldianum ATCC 58665 was extracted from the culture grown in MEM media using
the Ambion RNA extraction kit. The first strand cDNA was synthesized
using the Oligo-dT primer and Improm-II reverse transcription system
(Promega) according to the manufacturer’s instructions. Desired
cDNA was then amplified with GoTaq Green Master Mix (Promega) using
gene-specific primers synthesized by Integrated DNA Technologies (Supplementary Table S2). gDNA template (previously
prepared) was used for comparison using the same primer mix as the
cDNA reaction.
Molecular Genetic Manipulation
Polymerase
chain reactions
for cloning were performed using Phusion high-fidelity DNA polymerase
(New England Biolabs) or Platinum Pfx DNA polymerase (Invitrogen).
PCR products were cloned into a PCR-Blunt vector (Invitrogen) for
DNA sequencing and subcloning. Restriction enzymes (New England Biolabs)
and T4 ligase (Invitrogen) were used, respectively, for the digestion
and ligation of DNA fragments. All primers were ordered from IDT (Supplementary Table S2).The intron-less
transcript of bref-TH was obtained by amplification
from the cDNA (as prepared previously) using primers containing the EcoRI and NotI restriction sites. The PCR
product was digested with the corresponding enzymes and ligated to
the linearized pHis8 vector.[45] The correct
construct (designated pAZ93) was PCR-verified and sequenced to ensure
intact ORF. pAZ93 was also used as the template for constructing the
yeast plasmid (Trp3 marker) for the double transformation experiments
with bref-PKS (pAZ112), as well as for constructing
the bref-TH single and triple mutants using transfer
PCR.[27]To construct the intron-less
transcript of bref-PKS, the 7.3-kb gene was divided
into 5 equal-sized fragments; each
fragment was amplified from the cDNA (as prepared previously) and
was subcloned into PCR-blunt vector and sequence-verified with M13
primers to confirm absence of introns. After confirmation, the respective
pieces were reamplified from the PCR-blunt subcloning constructs with
primers that contain overlapping regions to the next segment of the
gene. The pieces were transformed together with the linearized vector
backbone derived from YEplac195 containing the ADH2 promoter and terminator
with N-terminus FLAG-tag and C-terminus hexahistidine tag[46] into S. cerevisiaeBJ5464-NpgA[47] using S. c. EasyComp Transformation Kit (Invitrogen)
and selected on uracil-dropout semisynthetic media. The resulting
transformants were screened by colony-PCR, and the plasmid in the
correct transformant was rescued using the Zymoprep Yeast Plasmid
Miniprep Kit (Zymo Research) and transformed into E. coli for propagation and sequencing verification. The resulting plasmid
was designated pAZ94.
Protein Expression and in Vitro Reactions
The bref-TH-pHis8 construct (pAZ93) was transformed
into BL21(DE3)
via electroporation and cultured and induced with IPTG for expression.
The His-tagged protein was purified using nickel-affinity chromatography.
The mutant hydrolases were expressed and purified the same way as
the wild type. Similarly, the bref-PKS construct
(pAZ94) was retransformed into the yeast host for protein expression,
as described elsewhere,[48] and subsequently
purified using nickel-affinity chromatography and eluted using 250
mM imidazole.Unless otherwise stated, the reactions involving
Bref-PKS were set up on ice in mixtures containing 100 mM phosphate
buffer, 0.5 to 10 mM NADPH, 2 mM malonyl-CoA, and Bref-PKS and Bref-TH
enzymes (typically 20 μM) to a final volume of 100 μL.
The reactions were left at RT overnight, extracted with 2 × 200
μL ethyl acetate with 0.1% acetic acid, and dried completely
for analysis. In cases where base hydrolysis was performed, 10 μL
of 1 M NaOH was added first, and the reaction was heated to 65 °C
before extraction with the organic solvent.For the 13C labeling experiments, Bref-PKS was incubated
with 20 μM MatB, 10 μM ATP, 10 mM NADPH, 100 mM [2-13C]-malonate, 10 mM Mg2Cl2, 25 mM ATP,
10 mM CoA, 25 μM MatB, and 1 mM NADPH in 100 mM PBS buffer,
pH 7.4 in 100 μL total volume. The reactions were performed
at RT overnight and either directly extracted with ethyl acetate +
0.1% acetic acid or base-hydrolyzed using 1 M NaOH.
In Vivo Culturing
and Extraction of Compounds
pAZ94 (bref-PKS, ura3 marker) and pAZ112 (bref-TH, trp3 marker) were cotransformed
into S. cerevisiaeBJ5464-NpgA[47] using S. c. EasyComp Transformation Kit (Invitrogen) and
selected on uracil- and tryptophan-dropout semisynthetic media. The
transformants were PCR-screened to confirm the presence of both plasmids,
and the correct colony was grown on minimal media as seed culture
for 3 days. Subsequently, the seed culture was diluted 1000×
into 1 L of YPD and grown for at most 3 days at 28 °C with shaking
at 250 rpm. The metabolites were monitored daily by sampling 500 μL
of the culture and extracting with equal volume of ethyl acetate +
0.1% acetic acid for LC–MS analysis. For purification of compounds, 3 and 5 were harvested at the optimal production
of 36 h, while 4 and 6 were extracted after
72 h. Twenty grams of Amberlite XAD02 polymeric adsorbent resin (Supelco)
was added to the media after centrifugation of the cells to extract
the organic compounds and was left overnight with shaking. The resin
was collected by filtration, and the compounds were eluted using acetone.
The solvent was dried, and the residue was partitioned with chloroform/water.
The chloroform fraction was then dried completely and flash separated
using the CombiFlash system. A C18 column was used with a water and
acetonitrile solvent system. The fractions were analyzed, and those
containing the desired compounds were pooled together for the final
purification using semipreparative HPLC with Phenomenex Luna 5 μL
250 × 1000 mm C18 reverse phase column using an acetonitrile/water
+ 0.1% formic acid solvent system.
LC–MS Analysis
The dried samples were first
dissolved in methanol and centrifuged for 8 min before being injected
to the Shimadzu 2010 EV liquid chromatography mass spectrometer with
positive and negative electrospray ionization and Phenomenex Luna
5 μL 2.0 × 10 mm C18 reverse-phase column. The samples
were resolved on a linear gradient from 5% to 95% with a CH3CN/H2O + 0.05% formic acid solvent system for 30 min.
Authors: D L Ollis; E Cheah; M Cygler; B Dijkstra; F Frolow; S M Franken; M Harel; S J Remington; I Silman; J Schrag Journal: Protein Eng Date: 1992-04
Authors: T G McCloud; M P Burns; F D Majadly; G M Muschik; D A Miller; K K Poole; J M Roach; J T Ross; W B Lebherz Journal: J Ind Microbiol Date: 1995-07
Authors: Jason M Crawford; Blair C R Dancy; Eric A Hill; Daniel W Udwary; Craig A Townsend Journal: Proc Natl Acad Sci U S A Date: 2006-10-27 Impact factor: 11.205
Authors: Man-Cheng Tang; Curt R Fischer; Jason V Chari; Dan Tan; Sundari Suresh; Angela Chu; Molly Miranda; Justin Smith; Zhuan Zhang; Neil K Garg; Robert P St Onge; Yi Tang Journal: J Am Chem Soc Date: 2019-05-10 Impact factor: 15.419
Authors: Leibniz Hang; Man-Cheng Tang; Colin J B Harvey; Claire G Page; Jian Li; Yiu-Sun Hung; Nicholas Liu; Maureen E Hillenmeyer; Yi Tang Journal: Angew Chem Int Ed Engl Date: 2017-07-05 Impact factor: 15.336
Authors: Thomas F Cooke; Curt R Fischer; Ping Wu; Ting-Xin Jiang; Kathleen T Xie; James Kuo; Elizabeth Doctorov; Ashley Zehnder; Chaitan Khosla; Cheng-Ming Chuong; Carlos D Bustamante Journal: Cell Date: 2017-10-05 Impact factor: 41.582
Authors: De-Wei Gao; Cooper S Jamieson; Gaoqian Wang; Yan Yan; Jiahai Zhou; K N Houk; Yi Tang Journal: J Am Chem Soc Date: 2020-12-22 Impact factor: 15.419