Significance
Monoterpenoids, monoterpene indole alkaloids, and cannabinoids are highly valued for their fragrant and therapeutic properties, but sourcing them from nature or deriving them from petrochemicals is no longer sustainable. However, sustainable production of these compounds in engineered microorganisms is mostly hampered by the limited availability of the main building block in their biosynthesis, geranyl diphosphate. Here, we overcome this challenge by engineering yeast peroxisomes as geranyl diphosphate-synthesizing microfactories and unlock the potential of yeast to produce a wide range of high-value isoprenoids. Conceptually, in this work we develop peroxisomes as synthetic biology devices that can be used for the modular assembly and optimization of complex pathways, adding an extra level of hierarchical abstraction in the systematic engineering of cell factories.
Keywords: metabolic engineering, synthetic biology, terpenoid, mevalonate pathway, compartmentalization
Abstract
Current approaches for the production of high-value compounds in microorganisms mostly use the cytosol as a general reaction vessel. However, competing pathways and metabolic cross-talk frequently prevent efficient synthesis of target compounds in the cytosol. Eukaryotic cells control the complexity of their metabolism by harnessing organelles to insulate biochemical pathways. Inspired by this concept, herein we transform yeast peroxisomes into microfactories for geranyl diphosphate-derived compounds, focusing on monoterpenoids, monoterpene indole alkaloids, and cannabinoids. We introduce a complete mevalonate pathway in the peroxisome to convert acetyl-CoA to several commercially important monoterpenes and achieve up to 125-fold increase over cytosolic production. Furthermore, peroxisomal production improves subsequent decoration by cytochrome P450s, supporting efficient conversion of (S)-(-)-limonene to the menthol precursor trans-isopiperitenol. We also establish synthesis of 8-hydroxygeraniol, the precursor of monoterpene indole alkaloids, and cannabigerolic acid, the cannabinoid precursor. Our findings establish peroxisomal engineering as an efficient strategy for the production of isoprenoids.
Most metabolic engineering strategies for the production of valuable chemicals utilize the cytosol as a one-pot reaction vessel, where multiple enzymes are introduced to catalyze long reaction cascades (1). However, this approach frequently results in poor yields, formation of undesirable by-products, or toxicity (2, 3), because cellular metabolism is an intricate mesh of reactions involving extensive cross-talk and elaborate regulatory mechanisms. Living organisms have devised solutions to overcome similar challenges by confining pathways within intracellular compartments to streamline reaction cascades and shield intermediates from competing pathways (4). Thus, nature’s compartmentalization strategy can provide inspiration for solving metabolic engineering challenges (5).
Monoterpenoids, monoterpene indole alkaloids, and cannabinoids are groups of specialized metabolites valued for their fragrant and therapeutic properties. Due to a sizeable and rapidly expanding world market [collectively currently exceeding 10 billion USD (6, 7)], sourcing these molecules from nature or deriving them from petrochemicals is no longer sustainable, prompting efforts for their production in engineered microorganisms (8–12). The biosynthesis of all these compound groups shares a common building block, the universal 10-carbon isoprenoid precursor geranyl diphosphate (GPP) (13). However, synthesis of GPP-derived compounds in the industrial workhorse Saccharomyces cerevisiae has been particularly challenging due to the difficulty in creating a sufficiently large pool of GPP (10). This is the result of a strong competition for GPP by the native sterol biosynthesis pathway (10), which is essential for growth (Fig. 1). In yeast, GPP is only synthesized as an intermediate en route to farnesyl diphosphate (FPP), the precursor of sterols, and no other yeast metabolite is produced from GPP. Yeast cells employ a highly efficient cytoplasmic enzyme, Erg20p, which functions as a bifunctional synthase that condenses isopentenyl diphosphate (IPP) and dimethylallyl diphosphate (DMAPP) first to GPP and subsequently to FPP (Fig. 1). As a result, once synthesized, GPP is rapidly converted to FPP by Erg20p, not allowing high enough fluxes to heterologous pathways converting GPP to desirable high-value metabolites (10, 14). Although several innovative strategies have been employed to overcome this limitation, such as engineering Erg20p stability (15) and specificity (14), or establishment of an orthogonal pathway based on an isomeric substrate (10), synthesis of 10-carbon isoprenoids in yeast is still markedly less efficient than other isoprenoids, whose production has reached industrial levels (16–18). For example, the sesquiterpenes farnesene and amorphadiene are being produced in titers that exceed 134 g/L and 40 g/L, respectively, while the highest reported monoterpene titers in yeast currently do not exceed 0.9 g/L for limonene (19) and 1.68 g/L for geraniol (20).
The challenge faced in the production of GPP-derived compounds can be addressed by the same strategy used by eukaryotic cells to solve similar issues within their own metabolism. Organelles, such as mitochondria, plastids, and peroxisomes, are exploited to isolate intermediates from competing pathways, shield enzymes from inhibitors, and protect the rest of the cell from toxic compounds. Thus, an attractive alternative would be to establish GPP synthesis in a yeast organelle and cocompartmentalize the heterologous GPP-utilizing enzymes. Shielding GPP from a strongly competing pathway would allow a large enough GPP pool to build up and give the opportunity to enzymes with a lesser catalytic efficiency than Erg20p (kcat/KM for GPP of 1.4 × 105 M−1⋅s−1) (14), such as monoterpene synthases (kcat/KM in the range of 103 to 104 M−1⋅s−1) (10), to access the substrate.
To implement this strategy, we focused on the peroxisomes. In S. cerevisiae, the peroxisomes are a suitable target for organellar engineering because, in most culture conditions, they are not essential for cell viability (21) and their number and size can be modified in various ways to better fit the needs of the engineered pathway (22, 23). The yeast peroxisomes are the sites where β-oxidation of fatty acids takes place, creating a pool of acetyl-CoA that can be harvested by heterologous pathways, such as the mevalonate (MVA) pathway that provides the isoprenoid precursors IPP and DMAPP (23, 24). Moreover, the peroxisomes have a single-layer membrane that allows a large number of low molecular weight compounds to travel across, either passively or through channel proteins, such as Pxmp2 (25). This can be advantageous for engineering the spatial confinement of substrates and enzymes, without restricting the exchange of precursors and products with the remaining of the cell or requiring the introduction of dedicated transporters (26). The peroxisomes are also detoxifying organelles that can handle and sequester more toxic molecules from the rest of the cell (27). Although other organelles, such as the mitochondria, could be used for a similar compartmentalization strategy, these are formed by double membranes, which can create a strong barrier to substrates or products, requiring considerable transport engineering for optimal performance. Furthermore, mitochondria carry out essential functions for cell viability and, as such, cannot be extensively engineered without affecting yeast fitness (28). The above-mentioned favorable characteristics of the peroxisomes have led to their successful application in the production of medium-chain fatty alcohols, alkanes, olefins (23, 24), or alkaloids (29) in S. cerevisiae, penicillin in Hansenula polymorpha (30), polyhydroxyalkanoates, and polylactic acid in Pichia pastoris and Yarrowia lipolytica (26, 31).
In this study, we demonstrate that the yeast peroxisomes can be advantageously repurposed for the production of GPP-derived molecules. We introduce a complete MVA pathway into the peroxisomes to establish efficient GPP-synthesizing microfactories that harvest the peroxisomal acetyl-CoA pool to produce a wide variety of GPP-derived compounds. We show that peroxisomal production can be used as a general strategy for the synthesis of monoterpene scaffolds by demonstrating that it results in important improvements in the production of several different compounds, including (R)-(+)-limonene, (S)-(-)-limonene, α-pinene, sabinene, camphene, and geraniol. Additionally, we show that the improved supply of monoterpene precursors, and likely the proximity of the peroxisomes to the endoplasmic reticulum (ER) (32–34), improve cytochrome P450-mediated oxidation of monoterpenes. This enables establishing the next step toward menthol and monoterpene indole alkaloid biosynthesis, through efficient production of trans-isopiperitenol and 8-hydroxygeraniol, respectively. The applicability of the peroxisome in the production of high-value molecules is exemplified even further by the synthesis of cannabigerolic acid (CBGA), the common precursor of cannabinoids. Finally, we evaluate this strategy in fed-batch fermentation and achieve titers of commercially important monoterpenes that bring them closer to industrial production without noticeable effects in strain fitness or viability. Our findings highlight peroxisomal engineering as an efficient strategy for the biotechnological production of high-value isoprenoids.
Results
Establishing Monoterpene Production in the Peroxisome.
To evaluate the suitability of the yeast peroxisomes for GPP-derived compound production, we set out to engineer monoterpene scaffold synthesis in the S. cerevisiae strain EGY48 (derivative of W303-A1) (SI Appendix, Table S1). We selected strain EGY48 because it does not harbor any prior genetic modification of the endogenous pathways involved in isoprenoid synthesis, allowing us to precisely investigate the impact of each intervention introduced in the process of establishing terpenoid biosynthesis in the different cellular compartments. As a target compound, we selected (R)-(+)-limonene, a highly valued fragrant compound (35) that is also used as a component of drop-in biofuels (36). To implement limonene synthesis, we employed ClLimS, the (R)-(+)-limonene synthase from lemon (Citrus limon, Cl), which is a very efficient and highly specific enzyme (37) that produces only minute amounts of side-products beside (R)-(+)-limonene, whereas many monoterpene synthases are rather promiscuous enzymes producing multiple compounds (38).
Initially, ClLimS was expressed from a high-copy plasmid vector and targeted to the cytosol of strain EGY48 (resulting in strain CYTLim01) (SI Appendix, Table S1). Under these conditions, a relatively low titer of 0.32 mg/L of (R)-(+)-limonene was obtained (Fig. 2A and SI Appendix, Table S2), in agreement with previous observations (10, 14, 39). When ClLimS was directed to the peroxisome by the addition of a C-terminal SKL peroxisomal targeting signal-1 (PTS1; strain PERLim01) (SI Appendix, Table S1), a similar level of limonene production was observed (Fig. 2A and SI Appendix, Table S2). This suggested that ClLimS was active in the peroxisome and that GPP could be translocated from the cytosol into the peroxisome, as it has previously been proposed to be the case for FPP (40, 41) or other metabolites (42).
In yeast, the isoprenoid precursors IPP and DMAPP are synthesized in the cytosol from acetyl-CoA through the MVA pathway. Fluxes through the MVA pathway are under tight feedback regulation from the membrane sterol and terpenol levels (43). Most metabolic engineering efforts to produce isoprenoids in yeast involve overexpression of the complete, or parts, of the MVA pathway (44). Thus, to improve (R)-(+)-limonene production, we overexpressed the entire MVA pathway in the cytosol from high copy-number plasmids. We used the Enterococcus faecalis EfmvaE and EfmvaS proteins to catalyze the first three steps of the pathway (corresponding to the steps catalyzed by the yeast Erg10p, Erg13p, and Hmg1/2p proteins) because of their high efficiency and the lack of feedback regulation of the E. faecalis MVA enzymes in yeast (39). For the subsequent steps, we used Erg8p, Erg12p, Erg19p, and Idi1p. Furthermore, we expressed the yeast FPP synthase variant Erg20p(N127W), which has been shown to function as an efficient GPP synthase (14). MVA pathway overexpression in the cytoplasm resulted in a 3.6-fold increase in (R)-(+)-limonene production to 1.13 mg/L (CYTLim02 vs. CYTLim01) (Fig. 2A and SI Appendix, Table S2). This is in accordance with previous observations that despite extensive engineering of the MVA pathway, production titers in the cytoplasm remain modest (10, 14, 39).
However, when, in the strain overexpressing the MVA pathway in the cytosol, only the GPP synthase Erg20p(N127W) and ClLimS were shifted to the peroxisome (PERLim02) (SI Appendix, Table S1), (R)-(+)-limonene production improved drastically by 32-fold to reach 35.68 mg/L (Fig. 2A and SI Appendix, Table S2). This strong increase in limonene production confirms the initial hypothesis that the peroxisome is able to act as a barrier and insulate the locally formed GPP from the cytosolic Erg20p, allowing its efficient conversion by ClLimS. Furthermore, it reveals that the precursors IPP and DMAPP can be efficiently transported to the peroxisome and be converted to GPP by Erg20p(N127W).
Reconstructing a Full MVA Pathway in the Peroxisome.
To expand on these findings, we assessed the possibility to harvest the peroxisomal acetyl-CoA pool for GPP production in this organelle. To this end, we sequentially introduced the MVA pathway enzymes to the peroxisome, as it has been established that none of the MVA pathway enzymes is normally present in this organelle (45). Experiments were carried out both in cells with the up-regulated MVA pathway in the cytosol (Fig. 2B) and in cells without cytosolic MVA up-regulation (Fig. 2C), to separately evaluate the contribution of each step in the process. In the presence of Erg20p(N127W) and ClLimS, sequential addition of Idi1p, Erg19p, Erg8p, and Erg12p in the peroxisome only had a minor impact on limonene production (PERLim03 and PERLim04 vs. PERLim02 in Fig. 2B; or PERLim07 and PERLim08 vs. PERLim06 in Fig. 2C and SI Appendix, Table S2). However, when the entire MVA pathway was assembled in the peroxisome (strain PERLim05) (SI Appendix, Table S1), a strong additional increase in limonene production, reaching 141 mg/L, was observed (Fig. 2 B and C and SI Appendix, Table S2; compare strain PERLim05 to strains PERLim02 or PERLim06). Thus, the heterologous peroxisomal MVA pathway is able to harvest the available pool of acetyl-CoA and direct it to monoterpene production. Moving the entire limonene-synthesizing pathway from the cytosol to the peroxisome gives an overall 125-fold improvement in production, compared to the titer of the strain expressing the same enzyme combination in the cytoplasm (PERLim05 vs. CYTLim02) (SI Appendix, Table S2). This dramatic increase clearly suggests that engineering a GPP-synthesizing microfactory in the peroxisome, taking advantage of the preexisting acetyl-CoA pool, can bypass current limitations in monoterpene production imposed by the strong competition of the sterol pathway in the yeast cytosol.
To avoid potential toxicity of the monoterpene products to the yeast cells when grown on solid media during strain manipulation (46), expression of the MVA pathway genes and the terpene synthase in these experiments is controlled using galactose-inducible promoters (PGAL1 or PGAL10). To confirm that the results obtained were not specific to using galactose as the carbon source, we evaluated monoterpene production using glucose-based growth media, which would be preferred for production in an industrial setting. To achieve this, the repressor GAL80 gene was deleted in strain EGY48 (to give EGY48Δgal80) to allow Gal4p-mediated expression of the genes controlled by the PGAL1 or PGAL10 promoters in the absence of galactose. Subsequently, the entire cytosolic or peroxisomal pathway was introduced into EGY48Δgal80 to give strains CYTLim02Δgal80 and PERLim05Δgal80, respectively. As shown in SI Appendix, Fig. S1, the (R)-(+)-limonene product titer achieved by strains CYTLim02Δgal80 and PERLim05Δgal80 in glucose-based media (1.66 mg/L and 131.2 mg/L, respectively) was very similar to the (R)-(+)-limonene titer achieved by strains CYTLim02 and PERLim05 in galactose-based media (1.13 mg/L and 141 mg/L, respectively). This confirms that the peroxisomal pathway is equally suited for the production of GPP-derived molecules using glucose as carbon source. We also evaluated the size and number of peroxisomes in the different sugar-based media using a PTS1-tagged form of GFP and found that the average number of peroxisomes in glucose-based media was 36% higher (P = 0.000616 determined by a paired t test) than the average number in galactose/raffinose media (SI Appendix, Fig. S2). This could be advantageous for eventual glucose-based industrial production.
Revealing Rate-Limiting Steps in the Peroxisomal GPP Pathway.
Despite the markedly improved production observed, the activity and stability of the enzymes targeted to the peroxisomes may still be compromised by the different physicochemical properties of this environment. Therefore, we proceeded to determine possible rate-limiting steps in the engineered peroxisomal pathway in order to identify targets for further optimization. To this end, a single copy of all of the genes of the MVA pathway (targeted to the peroxisome) together with the GPP synthase Erg20p(N127W) and ClLimS was integrated into the genome of EGY48 to give the new chassis strain PERLim09. When strain PERLim09 was assessed for limonene production, a titer of 4.2 mg/L (Fig. 3A and SI Appendix, Table S3) was obtained, which was considerably lower than the strain expressing the same enzymes from episomal vectors (strain PERLim05) (SI Appendix, Table S2). This indicated that possible lower stability and activity of one or several of the enzymes of the pathway in the peroxisomal matrix requires high enzyme levels (high copy-number expression) for efficient production. To confirm this hypothesis and identify the limiting steps, each of the enzymes of the pathway were stepwise overexpressed via high copy-number episomal vectors in the base strain constructed above (PERLim09).
Initial up-regulation of ClLimS and Erg20p(N127W) revealed that these two enzymes are main bottlenecks in the peroxisomal pathway, with their combined overexpression leading to a 16-fold increase in limonene production compared to the base strain (PERlim13 vs. PERLim09) (SI Appendix, Table S3). The more critical step appears to be that of the terpene synthase, as the limonene titer increased by eightfold by up-regulating only ClLimS (PERLim20 vs. PERLim09) (Fig. 3A and SI Appendix, Table S3). Coupregulation of Erg20p(N127W) led to an additional twofold increase (PERLim13 vs. PERLim20), due to the improved availability of GPP (Fig. 3A and SI Appendix, Table S3). In contrast, the effect of Idi1p or Erg19p up-regulation was limited (Fig. 3B and SI Appendix, Table S3) (PERLim14 vs. PERLim13 and PERLim17 vs. PERLim15), suggesting that the corresponding enzymes do not catalyze a limiting step in this system. When the expression levels of Erg8p and Erg12p were up-regulated together, an additional twofold increase in limonene production was observed (Fig. 3B and SI Appendix, Table S3) (PERLim15 and PERLim17 vs. PERLim13). By investigating further the contribution of these two enzymes, we found that solely up-regulating Erg12p in strain PERLim23 was sufficient to afford the high titers seen in strain PERLim15, while increased Erg8p levels barely affected limonene production (PERLim22) (Fig. 3C and SI Appendix, Table S3). Finally, EfmvaE/S up-regulation induced a 30% further increase in production (PERLim19), but only when the previous bottlenecks in the pathway were already resolved: That is, when combined with ClLimS, Erg20p(N127W) and Erg12p up-regulation, as highlighted by the similar (R)-(+)-limonene production of strain PERLim16 compared to PERLim13 (Fig. 3B and SI Appendix, Table S3).
These results suggest that, for the most part, the reconstituted MVA pathway functions efficiently in the peroxisome. The most crucial step in the peroxisomal MVA pathway is that of Erg12p, requiring high-level expression for optimal function, while Erg8p, Idi1p, Erg19p, and EfmvaE/S play a less critical role and lower level expression is sufficient to support a high flux. On the other hand, the terpene synthase (ClLimS), and to a lesser extend the GPP synthase [Erg20p(N127W)], appear to be the main bottlenecks in terpene production. This indicates that the MVA pathway provides adequate amounts of IPP and DMAPP precursors, which, in turn, require high-level expression of the GPP synthase and the terpene synthase to be fully harvested. Thus, further efforts toward improving peroxisomal monoterpenoid production could focus on optimizing, primarily, the terpene synthase and GPP synthase steps and, secondarily, the MVA kinase Erg12p.
Peroxisomal Production as a General Strategy for Monoterpenes.
To assess whether the peroxisomal strategy was applicable to monoterpene production in general, and not only for (R)-(+)-limonene, we evaluated additional monoterpene synthases, displaying a range of product specificity and enzymatic efficiency. We selected camphene synthase from Solanum elaeagnifolium (SeCamS), α-pinene synthase from Pinus taeda (PtPinS), sabinene synthase from Salvia pomifera (SpSabS), and (S)-(-)-limonene synthase from Mentha spicata (MsLimS), and compared synthesis of their main product in the cytosol and the peroxisome. The same positive effect of peroxisome targeting was observed with an improvement of 15-, 22-, 17-, and 105-fold for camphene (PERCam02 vs. CYTCam02), sabinene (PERSab02 vs. CYTSab02), (S)-(-)-limonene (PERLim27 vs. CYTLim04), and α-pinene (PERPin02 vs. CYTPin02), respectively, compared to cytosolic production by the same enzymes (Fig. 4 and SI Appendix, Table S4). The differences in the extent of improvement in monoterpene production observed between the five enzymes tested (including ClLimS) likely reflect the different efficiency or stability of each monoterpene synthase. Indeed, as shown in the previous section (Fig. 3), the production level of the engineered peroxisomal pathway is primarily dictated by the capacity of the terpene synthase. Overall, the systematic significant increase in monoterpene production for all products tested further confirms the applicability of peroxisomal engineering as a general and powerful strategy for the production of GPP-derived molecules.
Peroxisomal Production Facilitates Downstream Oxidation Steps.
Many valuable monoterpenoids are synthesized by further modification of the basic monoterpene scaffold produced by the terpene synthases. Such downstream events frequently involve site-specific oxidation by cytochrome P450 enzymes. However, production of oxygenated monoterpenes in yeast has so far been very inefficient (10). This has been attributed to the poor production of the terpene scaffold and, potentially, the difficulty in directing a sufficient fraction of cytosolically produced monoterpene hydrocarbons to the ER-localized cytochrome P450s. Having obtained significant improvements in monoterpene scaffold production using the peroxisomal pathway, and considering the proximity of the peroxisome to the ER, we evaluated the applicability of the peroxisomal strategy in the synthesis of hydroxylated high-value products. To this end, we set out to establish production of trans-isopiperitenol, the first oxidation step toward the synthesis of (-)-menthol (Fig. 1). Menthol is the second-most used flavor and fragrance in confectionery products and personal hygiene goods (47) and is widely used in nonprescription medicines as topical analgesic or decongestant (47). Since the biosynthesis of (-)-menthol is based on the (S)-(-) stereoisomer of limonene, we sought to capitalize on the significant production improvement of this molecule in the peroxisome (Fig. 4) by engineering a yeast strain harboring the peroxisomal GPP pathway together with the (S)-(-)-limonene synthase MsLimS and the limonene-3-hydroxylase/trans-isopiperitenol synthase MsLimH from M. spicata. The cytochrome P450 reductase TcCPR from Taxus cuspidata was also introduced to facilitate electron transfer to MsLimH, giving rise to strain PERLim30. Furthermore, a version of strain PERLim30 harboring an empty vector instead of the MsLimH and TcCPR encoding genes was constructed as a control strain (PERLim29).
For comparison, we also established a strain producing trans-isopiperitenol based on cytosolic (S)-(-)-limonene synthesis (CYTLim06) by introducing MsLimS, MsLimH, and TcCPR in the strain overexpressing the cytosolic MVA pathway. Following gas chromatography (GC)-MS and GC-flame ionization detection (FID) analysis, we obtained production of trans-isopiperitenol in both the cytosolic and the peroxisomal (S)-(-)-limonene producing strains (Fig. 5A). Trans-isopiperitenol was the main oxidation product and only minor side-products were observed, likely corresponding to regioisomers of trans-isopiperitenol, as reported previously for MsLimH (48). However, while the trans-isopiperitenol titer in CYTLim06 was only 0.28 mg/L, the titer of peroxisome-based trans-isopiperitenol production in PERLim30 was 69-times higher, reaching 19.24 mg/L (Fig. 5A). Notably, whereas the conversion of (S)-(-)-limonene to trans-isopiperitenol in the strain producing the precursor in the cytosol (CYTLim06) was 14%, the overall oxidation efficiency in the peroxisome-based system was 2.5 times higher, achieving conversion of 37% of (S)-(-)-limonene into trans-isopiperitenol. The observation that the efficiency of conversion increases in the case of the peroxisomal platform cannot be explained solely by the improved production of substrate and indicates that there may be additional factors that contribute to the increase, such as the availability of the substrate to the P450 system.
Production of a Monoterpene Indole Alkaloid Precursor.
In addition to monoterpenoids, GPP also serves as a building block for the synthesis of numerous other compounds that contain a C10 isoprenoid moiety. Characteristic examples are the iridoids and monoterpene indole alkaloids. The latter include vinblastine and vincristine, two anticancer agents with broad use in clinical practice (8, 9, 12). The early steps in the biosynthetic pathway leading from GPP to iridoids and monoterpene indole alkaloids involve the synthesis of the monoterpene alcohol geraniol and its subsequent conversion to 8-hydroxygeraniol (Fig. 1). Therefore, we set out to evaluate the contribution of the peroxisomal pathway in the production of 8-hydroxygeraniol. Initially, we established efficient geraniol production in the peroxisome by introducing Ocimum basilicum geraniol synthase (ObGerS) into a strain engineered for peroxisomal GPP production, to obtain PERGer02, producing 288.65 mg/L geraniol. Subsequently, we introduced the geraniol 8-hydroxylase from Catharanthus roseus (CrG8OH; CYP76B6) into strain PERGer02, together with the cytochrome P450 reductase (CrCPR) from the same species to give strain PERGer04 (or an empty vector carrying the LEU2 marker to give PERGer03 control strain). As shown in Fig. 5B, strain PERGer04 was able to convert geraniol to 8-hydroxygeraniol, whereas strain PERGer03, lacking the geraniol 8-hydroxylase and the cytochrome P450 reductase, was only able to produce geraniol. An overall titer of 25.11 mg/L 8-hydroxygeraniol in shake flask batch cultivation was obtained, establishing an alternative solution for a challenging step in the reconstruction of the monoterpene alkaloid pathway in yeast (8).
Production of CBGA in the Peroxisome.
We evaluated the applicability of the peroxisomal GPP-synthesizing microfactory in the production of another group of GPP-derived high-value compounds, that of cannabinoids. In the cannabinoid biosynthetic pathway, olivetolic acid (OA) is prenylated by GPP to form CBGA via the action of a dedicated geranyl transferase (Fig. 1). CBGA is a key compound in the pathway because it is the precursor of different cannabinoids, such as tetrahydrocannabinolic acid (THCA) and cannabidiolic acid (CBDA). In yeast, low GPP availability in the cytosol can create a bottleneck in the process of producing high titers of cannabinoids. Here, the GPP synthase Erg20p(N127W) and the geranyldiphosphate:olivetolate geranyltransferase from Cannabis sativa, CsPT4 (11), were targeted to the yeast peroxisome for CBGA production. Both genes were introduced into strain EGY48 under the control of the inducible promoters PGAL1 and PGAL10, to give strain PERCan01, and together with the MVA pathway genes, to give strain PERCan02. A strain expressing the peroxisomal MVA pathway enzymes without Erg20p(N127W) and CsPT4 was constructed as a negative control and named PERMva01. Following growth in complete minimal media under galactose-induced conditions and supplementation with OA (0.5 mM), production of CBGA was analyzed by LC-MS. As shown in Fig. 6, strain PERCan02 was able to geranylate OA to form CBGA, while strain PERMva01, lacking Erg20p(N127W) and CsPT4, and strain PERCan01, lacking a functional GPP-synthesizing pathway in the peroxisome, were unable to convert OA. Overall, we obtained 0.82 mg/L CBGA. These results demonstrate that CsPT4 is active in the peroxisome and OA can be transported or diffuse into the organelle, supporting efficient OA geranylation. Complete biosynthesis of CBGA from sugar requires the introduction of six additional steps, responsible for the conversion of acetyl-CoA to OA. Reconstruction of the OA-synthesizing branch of the cannabinoid pathway into the peroxisome will enable the complete peroxisomal production of CBGA.
High Titers of Key Monoterpenes by Fed-Batch Cultivation.
Because of the industrial significance of several GPP-derived molecules, we evaluated the performance of the developed peroxisomal pathway in fed-batch cultivation. We focused on two compounds due to their commercial importance. Geraniol is one of the most widely used molecules in the flavor and fragrance sector and a common ingredient in consumer products (49), with a production that exceeds 1,000 t per annum (50). The second compound selected was (R)-(+)-limonene, because of its wide application as a fragrance in consumer products (49), but also as precursor for various biomaterials (35) and drop-in biofuel (36).
Semicontinuous fed-batch experiments with strains PERGer02 for geraniol production and PERLim19, for (R)-(+)-limonene production, resulted in a continuous accumulation of monoterpene products that was proportional to the amount of biomass formed (Fig. 7). Final titers of 5.52 g/L of geraniol (Fig. 7A) and 2.58 g/L of (R)-(+)-limonene (Fig. 7B) were obtained. We attribute the fact that the geraniol titer was higher than the (R)-(+)-limonene titer to the different efficiency of the corresponding terpene synthase. Examination of the published kinetic data for these two enzymes revealed that the catalytic efficiency kcat/KM for ObGerS is 3.8 × 104 M−1⋅s−1, while for ClLimS it is 1.2 × 104 M−1⋅s−1 (10, 51). We found no evidence for product toxicity by geraniol or (R)-(+)-limonene under conditions mimicking various levels of end-product accumulation, which we attribute to the efficiency of the isopropyl myristate overlay to trap the monoterpenes produced (SI Appendix, Fig. S5). Notably, we observed no difference in the growth of yeast cells harboring the peroxisomal pathway compared to the cells harboring the pathway in the cytosol (SI Appendix, Fig. S6), suggesting that the engineered strains are robust, even at the demanding conditions of high-density fermentation, establishing a solid base for further peroxisomal engineering and additional production improvements.
Discussion
Engineering of microorganisms for the production of valuable molecules is a sustainable alternative to conventional production methods, already providing a solution for the production of numerous compounds amounting to a $230 billion global market (52). However, achieving economically viable titers and productivity is still a major roadblock in the process of reaching industrial production of several valuable compounds. In this effort, obstacles often arise from the undesirable cross-talk between heterologous and native pathways that is rooted in the use of common intermediates and the structural similarity between metabolites (4). To overcome these challenges, herein we converted the yeast peroxisome into a dedicated compartment for the production of monoterpenes and other GPP-derived high-value compounds. Our approach has strong similarities with the strategy used by plant cells to produce GPP-derived compounds. In plants, monoterpene synthesis takes place in the chloroplast, using precursors provided by the chloroplast-based MEP pathway that converts pyruvate and glyceraldehyde-3-phosphate to IPP and DMAPP. In this way, GPP-dependent synthesis of monoterpenes, and GGPP-dependent biosynthesis of diterpenes, chlorophyll, and carotenoids are insulated in the chloroplast from the competing FPP-utilizing sterol biosynthesis pathway that takes place in the plant cytosol. As an analogy to the plant chloroplast, we introduce into the yeast peroxisome a complete MVA pathway to synthesize GPP from acetyl-CoA.
Using peroxisomal production, we achieve monoterpene production titers that were not previously possible and provide a unique example of how the yeast peroxisome can be converted into a dedicated organelle for efficient bioproduction, something that has so far been possible only for the synthesis of fatty alcohols (23, 24). Although the peroxisome has previously been utilized for the production of two other isoprenoids, the sterol precursor squalene and the sesquiterpene α-humulene, the peroxisomal pathway alone could not outperform cytosolic production (53) and at best equaled it (41). However, in the case of squalene and α-humulene, a similar beneficial effect of establishing a peroxisomal pathway, as we observed for monoterpenes, would not be anticipated. Both these compounds are synthesized from FPP, and yeast cytosolic metabolism is already optimized for the synthesis of FPP as an integral part of sterol biosynthesis.
In the approach presented here, monoterpene production in the peroxisome reached an overall 15- to 125-fold increase over cytosolic production for all monoterpene compounds tested. Cultivation of the developed strains in semicontinuous fed-batch conditions led to the production of 5.5 g/L geraniol and 2.6 g/L (R)-(+)-limonene. Although we used a basic system, without extensive genetic or protein engineering, in order to facilitate comparison between cytosolic and peroxisomal production, the product titers obtained compare favorably to other yeast-produced monoterpene titers reported to date (10, 19, 20, 54). For example, Cheng et al. (19). obtained 0.9 g/L (R)-(+)-limonene using both GPP-based and neryl diphosphate-based production in combination with dynamic control at the Erg20p node. However, when only the GPP-based pathway was used (as is the case in our experiments), the (R)-(+)-limonene titer was considerably lower, at 0.14 g/L. Moreover, Jiang et al. (20) obtained 1.68 g/L geraniol following extensive protein engineering of the geraniol synthase. Using this engineered terpene synthase variant could help improve geraniol production in the peroxisome even further. Significant additional yield improvements in peroxisomal production can be obtained by introducing the many genetic and metabolic engineering interventions already established to facilitate isoprenoid production in yeast (1, 55), including improving cofactor availability (18), redox and pathway balancing (2), dynamic transcriptional control (10), improvement of protein stability and activity (56), strain fitness (57), and so forth.
S. cerevisiae is a preferred host for the industrial production of high-value isoprenoids because it can support functional expression of cytochrome P450 enzymes involved in scaffold decoration (58). We utilized the peroxisome-engineered strains for P450-driven hydroxylation of (S)-(-)-limonene into trans-isopiperitenol and established an example of bio-production of this menthol intermediate in yeast. Production of natural menthol from plant extracts requires expensive downstream processes, such as filtration and steam-distillation, and can hardly meet market demand. This has led to increased use of synthetic menthol from petrochemical sources, accounting to 30% of the global production (47), which is, in turn, prompting for its sustainable production using microorganisms. Establishment of efficient trans-isopiperitenol production will pave the way to reconstruct the full pathway and eventually achieve biotechnological production of menthol.
We found that, using the peroxisomal pathway, the efficiency of hydroxylation was markedly improved compared to previous efforts (10), reaching 37% conversion of (S)-(-)-limonene into trans-isopiperitenol. We hypothesize that peroxisomal production of monoterpenes greatly enhances downstream hydroxylation steps because of the increased substrate concentration and the proximity of the peroxisome membrane to the ER, where the cytochrome P450 enzymes normally reside (34, 59). The biogenesis of the peroxisome is based on the redistribution of membrane lipids and proteins from the ER and a dynamic exchange of these building blocks between the two has been well-documented (32, 33, 60). This communication is supported by the physical association of the peroxisomes with the ER, mediated by characterized tethering proteins (34, 61). The physical contact of these organelles can facilitate the transport of the lipophilic terpene scaffolds from the peroxisome, where they are produced, to the ER, where they undergo cytochrome P450 oxidation, by solubilization and movement within the membranes. Moreover, the similar composition of the ER and peroxisomal membranes and the frequent exchange of proteins between them implies that the peroxisome membrane may also harbor heterologously expressed cytochrome P450 enzymes, particularly under conditions of protein overexpression. Thus, producing the terpene scaffolds in the peroxisome provides an effective strategy for the production of oxygenated products and further engineering of cytochrome P450-mediated oxidation focusing on this organelle may lead to additional conversion improvements.
In addition to monoterpenoids, there are many other high-value compounds that contain a GPP-derived moiety. Well-studied examples include various alkaloids, such as the monoterpene indole alkaloids, and prenylated aromatic compounds, like the cannabinoids. The peroxisomal GPP pathway established here can have additional applications in the production of these bioactive meroterpenoid compounds, which constitute a rapidly expanding market. Here, we establish proof of concept for the synthesis of these molecules using the peroxisomes by achieving production of 8-hydroxygeraniol and CBGA, key starting compounds in each pathway, respectively. Further engineering of the subsequent steps of these GPP-dependent pathways could establish efficient platforms for the production of valuable compounds.
We observed a strong capacity of the developed strains to maintain a steady production over a prolonged period of time without any notable impact on growth and survival. This indicates that peroxisome engineering for monoterpene production does not introduce a pronounced burden on cellular function or decrease strain fitness. Previous research on subcellular compartmentalization of monoterpene production in the mitochondria resulted in strong decrease in growth and cell viability (28), suggesting that the essential nature of the mitochondria limits the extent by which they can be engineered without compromising the integrity of metabolism. Thus, the robustness of production in our system confirms the potential of the peroxisome as a powerful tool for metabolic engineering. Further modification of the number and size of peroxisomes, as reported in related studies (5, 23, 24), could yield additional production improvements without compromising cellular fitness. Notably, increasing peroxisome proliferation, by a combined strategy of deletion and overexpression of several PEX genes, have proven to be an effective strategy to improve production of heterologous compounds by circumventing the limited peroxisome population found in S. cerevisiae under standard growth conditions (23). Additionally, the productivity of the peroxisomal microfactory could be further increased by engineering fatty-acids accumulation and degradation (62) and thus providing a more substantial supply of acetyl-CoA in this organelle.
At the conceptual level, here we develop yeast organelles as synthetic biology devices. These devices can be exploited for the modular assembly and optimization of complex pathways, allowing efficient troubleshooting and fine-tuning, while maintaining orthogonality. This approach adds an extra level of hierarchical abstraction in the systematic engineering of cell factories.
Methods
Chemicals and Enzymes, Yeast Media, Growth Conditions, Transformation Procedures, and Analytical Procedures.
Detailed methods can be found in SI Appendix.
Gene Cloning in Escherichia coli and Yeast Expression Vectors.
All of the plasmid constructions (SI Appendix, Tables S5 and S6) were made using the E. coli Mach1 strain (Thermo Fisher Scientific). SI Appendix, Table S7 contains all primers used in cloning procedures described below. Four uracil-specific excision-reagent (USER) vectors with uracil, tryptophan, leucine, or histidine as auxotrophic markers were used for episomal gene expression. pESC-URA-USER (pCfB132), pESC-LEU-USER (pCfB220), and pESC-HIS-USER (pCfB291) were gift from Prof. Irina Borodina (Technical University of Denmark, Kongens Lyngby, Denmark) and pESC-TRP-USER (pWUS) was constructed by replacement of the URA3 gene with TRP1 on pCfB132. All genes used in this study that are from yeast origin were directly amplified from EGY48 genomic DNA. Yeast codon-optimized versions of C. limon (R)-(+)-limonene synthase (ClLimS; GenBank AF514287.1), M. spicata (S)-(-)-limonene synthase (MsLimS; GenBank Q6IV13), P. taeda α-pinene synthase (PtPinS; GenBank Q84KL3.1), S. pomifera sabinene synthase (SpSabS) (63) (GenBank A6XH06), S. elaeagnifolium camphene synthase (SeCamS) (64), and O. basilicum geraniol synthase (ObGerS; GenBank Q6USK1.1) were obtained by gene synthesis (GeneArt, Thermo Fisher Scientific) (SI Appendix, Table S8). In addition, the synthetic fragments bear flanking regions containing specific restriction sites and a generic sequence compatible for USER cloning. The above genes were amplified and cloned by USER cloning into the yeast expression vectors using primers “GeneName”-FP and “GeneName”-RP or “GeneName”-SKL-RP to introduce compatible USER overhangs with the corresponding promoter part (SI Appendix, Table S7) and the digested AsiSI/Nb.BsmI USER cassette of the pESC-URA/LEU/HIS/TRP-USER backbone. By applying the USER cloning technique (65), one or two genes of interest and a uni- or bidirectional promoter of choice were simultaneously integrated into the backbone vectors by specific annealing of the overhang created between the PCR parts and digested USER cassette (66). Peroxisomal targeting of proteins was ensured by C-terminal addition of the tripeptide SKL utilizing the following nucleotide sequence 5′-TCCAAGCTG-3′ while removing the original stop codon and replacing it with 5′-TAA-3′.
Construction of Yeast Integration Vectors.
Yeast integrative vectors (SI Appendix, Table S6) were constructed in E. coli Mach1 strain (Thermo Fisher Scientific). SI Appendix, Table S7 contains all primers used in cloning procedures described below. Five integrative vectors (pAS1_X-3- pAS3_X-3) (SI Appendix, Tabl+e S6) were used to insert genes of interest at a well-characterized site in the S. cerevisiae genome. Integration of genes of interest were targeted to site 3 on chromosome X, a region known for high gene expression with low to no impact on growth rate (67). Empty integration vectors were kindly provided by Victor Forman, University of Copenhagen, Denmark, with modifications to the system described by Vanegas et al. (68) to enable insertion of up to 10 genes at one locus. Genes and promoters were amplified utilizing primers containing USER-compatible overhangs; see SI Appendix, Table S7 for primers. PCR fragments were USER cloned into AsiSI/Nb.BsmI digested empty vectors to assemble promoter, gene, and terminator parts. Combinations of genes, promoters, and terminators can be seen in SI Appendix, Table S6. pAS1_X-3 contains an ampicillin-resistance gene (AmpR), a Kluyveromyces lactis URA3 gene and a region homologous to the insertion site, X3-DOWN, and a homologous region to pAS2A. To this vector EfmvaS-SKL and EfmvaE-SKL were assembled with a bidirectional PGAL1-PGAL10 promoter and tPGI1/CYC1 terminators, respectively, to give pIntPER01. pAS2A contained AmpR, homologous regions to pAS1_X-3 and pAS2B and were assembled with a bidirectional PTDH3-PSED1 promoter, ERG8-SKL and ERG12-SKL, and tPRM8/tFBA1 terminators to give pIntPER02. pAS2B contained AmpR, homologous regions to pAS2A and pAS2C, and was assembled with a single PFBA1 promoter, ERG19-SKL, and tSPG5 terminator to give pIntPER03. pAS2C contained AmpR, homologous regions to pAS2B and pAS3_X-3 and was assembled with a single PCCW12 promoter, IDI1-SKL and tENO2 terminator to give pIntPER04. pAS3_X-3 contained AmpR, homologous regions to pAS2C and the genomic insertion site, X3-UP. pAS3_X-3 was assembled with a bidirectional PPGK1-PTEF1 promoter, ClLimS-SKL and ERG20(N127W)-SKL and tTDH2/tADH1 terminators to give pIntPER05, with ObGerS-SKL and ERG20(N127W)-SKL to give pIntPER06 or with MsLimS-SKL and ERG20(N127W)-SKL to give pIntPER07. Prior to yeast transformation integrative vectors were digested with NotI according to manufacturer’s protocol. Removal of the KlURA3 marker, which was flanked by direct repeat sequences, was achieved by utilizing plates containing 5-fluoroorotic acid. Genotyping was performed by PCR and subsequent sequencing.
Bacterial Strains and Plasmids.
All bacterial strains, yeast strains, and plasmids used or derived from this study are listed in SI Appendix, Tables S1, S5, and S6. Strain EGY48Δgal80 was constructed by amplifying the GAL80 deletion cassette from the plasmid pAS_Δgal80 with the GAL80-UP-FP and GAL80-DOWN-RP and transforming EGY48 with the resulting PCR product. Strain PERLim09 was constructed by insertion of one copy of all of the genes encoding for the peroxisomally targeted MVA pathway enzymes (EfmvaS, EfmvaE, Erg8p, Erg12p, Erg19p, and Idi1p) together with Erg20p(N127W) and ClLimS into the genome of EGY48 on chromosome X using the integration vectors pIntPER1-5. Strains PERLim28 and PERGer01 were constructed following the same approach but by replacing ClLimS (pIntPER5) by MsLimS (pIntPER6) or ObGerS (pIntPER7), respectively. Strain PERLim30 was derived from PERLim28, by subsequent introduction of the limonene-3-hydroxylase from M. spicata (MsLimH/CYP71D95) and the cytochrome P450 reductase TcCPR from T. cuspidata, together with additional copies of the rate-limiting enzymes of the pathway, using high copy-number episomal vectors, as determined with the study of the (R)-(+)-limonene production pathway. In a similar way, strain PERGer04 was obtained from PERGer01 by the introduction of the 8-hydroxygeraniol synthase from C. roseus (CrG8OH) and the cytochrome P450 reductase CrCPR from the same species.
Supplementary Material
Acknowledgments
We thank Dr. Karel Miettinen, Dr. Feiyan Liang, and Dr. Irini Pateraki (University of Copenhagen, Denmark) for critical reading of the manuscript; Prof. Irina Borodina (Technical University of Denmark, Kongens Lyngby, Denmark) for providing the pESC-USER vector set; Victor Forman (University of Copenhagen, Denmark) for providing the integrative vector set; Christoffer Westphall Bekke for performing cloning and yeast transformation for CsPT4 expression; Morten Hessellund Raadam (University of Copenhagen, Denmark) for assistance with cannabigerolic acid analysis; and Dr. David Ian Pattison and Dr. Isabel Ovejero-Lopez (Metabolomics Platform, Department of Plant and Environmental Sciences, University of Copenhagen, Denmark) for technical support in metabolite analysis. This work was supported by the Novo Nordisk Foundation Grants NNF16OC0021760 and NNF19OC0055204 (to S.C.K.).
Footnotes
Competing interest statement: S.D., W.T.W., C.I., and S.C.K. are coinventors in a patent application describing the production of geranyl diphosphate-derived compounds using the yeast peroxisomes.
This article is a PNAS Direct Submission.
This article contains supporting information online at https://www.pnas.org/lookup/suppl/doi:10.1073/pnas.2013968117/-/DCSupplemental.
Data Availability.
All study data are included in the article and supporting information.
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