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result(s) for
"Galanie, Stephanie"
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Complete biosynthesis of opioids in yeast
by
Thodey, Kate
,
Trenchard, Isis J.
,
Interrante, Maria Filsinger
in
Animals
,
Bacteria
,
Benzylisoquinolines - metabolism
2015
Opioids are the primary drugs used in Western medicine for pain management and palliative care. Farming of opium poppies remains the sole source of these essential medicines, despite diverse market demands and uncertainty in crop yields due to weather, climate change, and pests. We engineered yeast to produce the selected opioid compounds thebaine and hydrocodone starting from sugar. All work was conducted in a laboratory that is permitted and secured for work with controlled substances. We combined enzyme discovery, enzyme engineering, and pathway and strain optimization to realize full opiate biosynthesis in yeast. The resulting opioid biosynthesis strains required the expression of 21 (thebaine) and 23 (hydrocodone) enzyme activities from plants, mammals, bacteria, and yeast itself. This is a proof of principle, and major hurdles remain before optimization and scale-up could be achieved. Open discussions of options for governing this technology are also needed in order to responsibly realize alternative supplies for these medically relevant compounds.
Journal Article
A microbial biomanufacturing platform for natural and semisynthetic opioids
2014
Metabolic engineering of yeast to incorporate plant and bacterial enzymes that construct and decorate morphine, along with spatial engineering to enable a spontaneous chemical reaction, provides strains capable of producing up to 130 mg/l of opioids.
Opiates and related molecules are medically essential, but their production via field cultivation of opium poppy
Papaver somniferum
leads to supply inefficiencies and insecurity. As an alternative production strategy, we developed baker's yeast
Saccharomyces cerevisiae
as a microbial host for the transformation of opiates. Yeast strains engineered to express heterologous genes from
P. somniferum
and bacterium
Pseudomonas putida
M10 convert thebaine to codeine, morphine, hydromorphone, hydrocodone and oxycodone. We discovered a new biosynthetic branch to neopine and neomorphine, which diverted pathway flux from morphine and other target products. We optimized strain titer and specificity by titrating gene copy number, enhancing cosubstrate supply, applying a spatial engineering strategy and performing high-density fermentation, which resulted in total opioid titers up to 131 mg/l. This work is an important step toward total biosynthesis of valuable benzylisoquinoline alkaloid drug molecules and demonstrates the potential for developing a sustainable and secure yeast biomanufacturing platform for opioids.
Journal Article
Optimization of yeast-based production of medicinal protoberberine alkaloids
by
Smolke, Christina D.
,
Galanie, Stephanie
in
Applied Microbiology
,
Batch Cell Culture Techniques
,
Berberine - analogs & derivatives
2015
Background
Protoberberine alkaloids are bioactive molecules abundant in plant preparations for traditional medicines. Yeast engineered to express biosynthetic pathways for fermentative production of these compounds will further enable investigation of the medicinal properties of these molecules and development of alkaloid-based drugs with improved efficacy and safety. Here, we describe the optimization of a biosynthetic pathway in
Saccharomyces cerevisiae
for conversion of
rac
-norlaudanosoline to the protoberberine alkaloid (
S
)-canadine.
Results
This yeast strain is engineered to express seven heterologous enzymes, resulting in protoberberine alkaloid production from a simple benzylisoquinoline alkaloid precursor. The seven enzymes include three membrane-bound enzymes: the flavin-dependent oxidase berberine bridge enzyme, the cytochrome P450 canadine synthase, and a cytochrome P450 reductase. A number of strategies were implemented to improve flux through the pathway, including enzyme variant screening, genetic copy number variation, and culture optimization, that led to an over 70-fold increase in canadine titer up to 1.8 mg/L. Increased canadine titers enable extension of the pathway to produce berberine, a major constituent of several traditional medicines, for the first time in a microbial host. We also demonstrate that this strain is viable at pilot scale.
Conclusions
By applying metabolic engineering and synthetic biology strategies for increased conversion of simple benzylisoquinoline alkaloids to complex protoberberine alkaloids, this work will facilitate chemoenzymatic synthesis or de novo biosynthesis of these and other high-value compounds using a microbial cell factory.
Journal Article
Structural and functional characterization of NEMO cleavage by SARS-CoV-2 3CLpro
by
Wakatsuki, Soichi
,
Irle, Stephan
,
Demerdash, Omar
in
631/535/1266
,
692/420/254
,
Antiviral Agents - chemistry
2022
In addition to its essential role in viral polyprotein processing, the SARS-CoV-2 3C-like protease (3CLpro) can cleave human immune signaling proteins, like NF-κB Essential Modulator (NEMO) and deregulate the host immune response. Here, in vitro assays show that SARS-CoV-2 3CLpro cleaves NEMO with fine-tuned efficiency. Analysis of the 2.50 Å resolution crystal structure of 3CLpro C145S bound to NEMO
226–234
reveals subsites that tolerate a range of viral and host substrates through main chain hydrogen bonds while also enforcing specificity using side chain hydrogen bonds and hydrophobic contacts. Machine learning- and physics-based computational methods predict that variation in key binding residues of 3CLpro-NEMO helps explain the high fitness of SARS-CoV-2 in humans. We posit that cleavage of NEMO is an important piece of information to be accounted for, in the pathology of COVID-19.
The authors report crystallographic and computational studies that detail how SARS-CoV-2 3CLpro cleaves the host NF-κB Essential Modulator in addition to its canonical viral substrates. The association with the high fitness of SARS-CoV-2 in humans is discussed.
Journal Article
Validation of a metabolite–GWAS network for Populus trichocarpa family 1 UDP-glycosyltransferases
2023
Metabolite genome-wide association studies (mGWASs) are increasingly used to discover the genetic basis of target phenotypes in plants such as Populus trichocarpa , a biofuel feedstock and model woody plant species. Despite their growing importance in plant genetics and metabolomics, few mGWASs are experimentally validated. Here, we present a functional genomics workflow for validating mGWAS-predicted enzyme–substrate relationships. We focus on uridine diphosphate–glycosyltransferases (UGTs), a large family of enzymes that catalyze sugar transfer to a variety of plant secondary metabolites involved in defense, signaling, and lignification. Glycosylation influences physiological roles, localization within cells and tissues, and metabolic fates of these metabolites. UGTs have substantially expanded in P. trichocarpa , presenting a challenge for large-scale characterization. Using a high-throughput assay, we produced substrate acceptance profiles for 40 previously uncharacterized candidate enzymes. Assays confirmed 10 of 13 leaf mGWAS associations, and a focused metabolite screen demonstrated varying levels of substrate specificity among UGTs. A substrate binding model case study of UGT-23 rationalized observed enzyme activities and mGWAS associations, including glycosylation of trichocarpinene to produce trichocarpin, a major higher-order salicylate in P. trichocarpa. We identified UGTs putatively involved in lignan, flavonoid, salicylate, and phytohormone metabolism, with potential implications for cell wall biosynthesis, nitrogen uptake, and biotic and abiotic stress response that determine sustainable biomass crop production. Our results provide new support for in silico analyses and evidence-based guidance for in vivo functional characterization.
Journal Article
Potent and selective covalent inhibition of the papain-like protease from SARS-CoV-2
2023
Direct-acting antivirals are needed to combat coronavirus disease 2019 (COVID-19), which is caused by severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2). The papain-like protease (PLpro) domain of Nsp3 from SARS-CoV-2 is essential for viral replication. In addition, PLpro dysregulates the host immune response by cleaving ubiquitin and interferon-stimulated gene 15 protein from host proteins. As a result, PLpro is a promising target for inhibition by small-molecule therapeutics. Here we design a series of covalent inhibitors by introducing a peptidomimetic linker and reactive electrophile onto analogs of the noncovalent PLpro inhibitor GRL0617. The most potent compound inhibits PLpro with
k
inact
/K
I
= 9,600 M
−1
s
−1
, achieves sub-μM EC
50
values against three SARS-CoV-2 variants in mammalian cell lines, and does not inhibit a panel of human deubiquitinases (DUBs) at >30 μM concentrations of inhibitor. An X-ray co-crystal structure of the compound bound to PLpro validates our design strategy and establishes the molecular basis for covalent inhibition and selectivity against structurally similar human DUBs. These findings present an opportunity for further development of covalent PLpro inhibitors.
The development of direct-acting antivirals to combat COVID-19 remains an important goal. Here the authors design covalent inhibitors that target the papain-like protease from SARS-CoV-2. The most promising inhibitor blocks viral replication in mammalian cells.
Journal Article
A microbial biomanufacturing platform for natural and semi-synthetic opiates
2014
Opiates and related molecules are medically essential, but their production via field cultivation of opium poppy Papaver somniferum leads to supply inefficiencies and insecurity. As an alternative production strategy, we developed baker's yeast Saccharomyces cerevisiae as a microbial host for the transformation of opiates. Yeast strains engineered to express heterologous genes from P. somniferum and bacterium Pseudomonas putida M10 convert thebaine to codeine, morphine, hydromorphone, hydrocodone, and oxycodone. A new biosynthetic branch to neopine and neomorphine was discovered, which diverted pathway flux from morphine and other target products. Strain titer and specificity was optimized by titrating gene copy number, enhancing cosubstrate supply, applying a spatial engineering strategy, and performing high-density fermentation, resulting in total opioid titers up to 131 mg/L. This work is an important step toward total biosynthesis of valuable benzylisoquinoline alkaloid drug molecules and demonstrates the potential for developing a sustainable and secure yeast biomanufacturing platform for opioids.
Journal Article
Synthetic Biochemical Production of Medicinal Natural Products in Yeast
2015
Natural products, organic molecules made by Nature, are the principal source of and inspiration for pharmaceuticals. Because of their complex regio- and stereo-chemistry, many natural products are most economically made by cultivating the producer. Plant natural products from opium poppy, which include morphine and codeine, are produced in this way. Agricultural supply of drugs and drug precursors from opium poppy is an annual process with a large demand on land, subject to high variability due to weather, pests, soil conditions, and natural variation, and requiring intensive mechanical and chemical processing for product isolation. Therefore, there is a need for alternative processes to provide opiates with greater supply stability and less resource use. Heterologous microbial biosynthesis has been used successfully to make plant natural products, most notably the sesquiterpene artemisinic acid, and could provide a more stable supply of opiates due to greater process control and shorter batch times. The objective of this research was to design and build yeast strains to biosynthesize two classes of plant natural products found in opium poppy, morphinan and protoberberine alkaloids, using a synthetic biology framework. One challenge to implementing these pathways is the decrease in titers observed with increasing pathway length, which must be tackled with strain engineering efforts. Another challenge was that a key enzyme in morphine biosynthesis was not yet discovered.Both target classes of alkaloids were successfully accessed. Using metabolic engineering approaches, we optimized a yeast strain to convert a commercially available substrate to protoberberine alkaloids. This strain provided a 70-fold increase in titer relative to its predecessor. We developed yeast strains to convert either sugar or a commercially available substrate to morphinan alkaloids, which required the discovery of a novel epimerase from opium poppy. We co-discovered this missing enzyme and demonstrated its activity in the context of our engineered yeast strain. Rational protein engineering of a plant cytochrome P450 enzyme increased product titers. The engineered yeast strains are able to biosynthesize the morphinan alkaloid thebaine and the opiate-derived semi-synthetic drug hydrocodone de novo at proof-of-principle levels. Further protein and strain engineering will lead to improved strains for microbial biosynthesis of opium poppy alkaloids and their congeners.
Dissertation
Structural and functional characterization of NEMO cleavage by SARS-CoV-2 3CLpro
2021
In addition to its essential role in viral polyprotein processing, the SARS-CoV-2 3C-like (3CLpro) protease can cleave human immune signaling proteins, like NF-κB Essential Modulator (NEMO) and deregulate the host immune response. Here, in vitro assays show that SARS-CoV-2 3CLpro cleaves NEMO with fine-tuned efficiency. Analysis of the 2.14 Å resolution crystal structure of 3CLpro C145S bound to NEMO 226-235 reveals subsites that tolerate a range of viral and host substrates through main chain hydrogen bonds while also enforcing specificity using side chain hydrogen bonds and hydrophobic contacts. Machine learning- and physics-based computational methods predict that variation in key binding residues of 3CLpro- NEMO helps explain the high fitness of SARS-CoV-2 in humans. We posit that cleavage of NEMO is an important piece of information to be accounted for in the pathology of COVID-19.In addition to its essential role in viral polyprotein processing, the SARS-CoV-2 3C-like (3CLpro) protease can cleave human immune signaling proteins, like NF-κB Essential Modulator (NEMO) and deregulate the host immune response. Here, in vitro assays show that SARS-CoV-2 3CLpro cleaves NEMO with fine-tuned efficiency. Analysis of the 2.14 Å resolution crystal structure of 3CLpro C145S bound to NEMO 226-235 reveals subsites that tolerate a range of viral and host substrates through main chain hydrogen bonds while also enforcing specificity using side chain hydrogen bonds and hydrophobic contacts. Machine learning- and physics-based computational methods predict that variation in key binding residues of 3CLpro- NEMO helps explain the high fitness of SARS-CoV-2 in humans. We posit that cleavage of NEMO is an important piece of information to be accounted for in the pathology of COVID-19.
Journal Article
Complete absence of thebaine biosynthesis under home-brew fermentation conditions
by
Endy, Drew
,
Smolke, Christina D
,
Galanie, Stephanie
in
Bioreactors
,
Biosynthesis
,
Fermentation
2015
Yeast-based biosynthesis of medicinal compounds traditionally derived from plant materials is improving. Both concerns and hopes exist for the possibility that individual small volume batch fermentations could provide distributed and independent access to a diversity of compounds some of which are now abused, illegal, or unavailable to many who need for genuine medical purposes. However, there are differences between industrial bioreactors and home-brew fermentation. We used engineered yeast that make thebaine, a morphinan opiate, to quantify if differences in fermentation conditions impact biosynthesis yields. We used yeast that make an English ale as a positive fermentation control. We observed no production of thebaine and miniscule amounts of reticuline, an upstream biosynthetic intermediate, in home-brew fermentations; the positive control was palatable. We suggest that additional technical challenges, some of which are unknown and likely unrelated to optimized production in large-volume bioreactors, would need to be addressed for engineered yeast to ever realize home-brew biosynthesis of medicinal opiates at meaningful yields.