Abstract
Background
Mycosporine-like amino acids (MAAs), including shinorine and porphyra-334, are gaining attention as safe natural sunscreens. The production of MAAs has been achieved in diverse microbial hosts, including Saccharomyces cerevisiae. While S. cerevisiae is the most extensively studied model yeast, the oleaginous yeast Yarrowia lipolytica has emerged as a promising candidate for the synthesis of valuable products. In this study, we explored the potential of Y. lipolytica as a host for producing MAAs, utilizing its advantages such as a robust pentose phosphate pathway flux and versatile carbon source utilization.
Results
We produced MAAs in Y. lipolytica by introducing the MAA biosynthetic genes from cyanobacteria Nostoc punctiforme and Anabaena variabilis. These genes include mysA, mysB, and mysC responsible for producing mycosporine-glycine (MG) from sedoheptulose 7-phosphate (S7P). The two strains utilize different enzymes, D-Ala-D-Ala ligase homologue (MysD) in N. punctiforme and NRPS-like enzyme (MysE) in A. variabilis, for amino acid conjugation to MG. MysE specifically generated shinorine, a serine conjugate of MG, while MysD exhibited substrate promiscuity, yielding both shinorine and a small amount of porphyra-334, a threonine conjugate of MG. We enhanced MAAs production by selecting mysA, mysB, and mysC from A. variabilis and mysD from N. punctiforme based on their activities. We further improved production by strengthening promoters, increasing gene copies, and introducing the xylose utilization pathway. Co-utilization of xylose with glucose or glycerol increased MAAs production by boosting the S7P pool through the pentose phosphate pathway. Overexpressing GND1 and ZWF1, key genes in the pentose phosphate pathway, further enhanced MAAs production. The highest achieved MAAs level was 249.0 mg/L (207.4 mg/L shinorine and 41.6 mg/L of porphyra-334) in YP medium containing 10 g/L glucose and 10 g/L xylose.
Conclusions
Y. lipolytica was successfully engineered to produce MAAs, primarily shinorine. This achievement involved the introduction of MAA biosynthetic genes from cyanobacteria, establishing xylose utilizing pathway, and overexpressing the pentose phosphate pathway genes. These results highlight the potential of Y. lipolytica as a promising yeast chassis strain for MAAs production, notably attributed to its proficient expression of MysE enzyme, which remains non-functional in S. cerevisiae, and versatile utilization of carbon sources like glycerol.
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Background
Sunscreen is widely used to protect skin from damage caused by ultraviolet (UV) radiation. However, the organic and inorganic materials used in current sunscreens have raised concerns regarding their impact on health and the environment [1]. As a result, there is a growing demand for natural sunscreens that are safe for both humans and the planet. Mycosporine-like amino acids (MAAs) are UV-absorbing materials produced in various organisms, especially in marine organisms such as algae and cyanobacteria exposed to strong sunlight [2, 3]. To date, more than 30 MAAs have been identified, which have either mono-substituted cyclohexanone or di-substituted cyclohexenimine structures [2, 4]. Their absorption spectra range from 310 to 360 nm, covering both UV-A (315–400 nm) and UV-B (280–315 nm) wavelengths that reach the Earth's surface [4, 5]. In addition to their ability to absorb UV radiation, MAAs have been found to possess anti-inflammatory and antioxidant properties, making them appealing ingredients for use in cosmetics and pharmaceuticals [6, 7].
MAAs can be synthesized from sedoheptulose 7-phosphate (S7P), an intermediate in the pentose phosphate pathway, or from 3-dehydroquinate, an intermediate of shikimate pathway [8]. The biosynthetic pathway producing MAAs from S7P involves the production of 4-deoxygadusol (4-DG) through serial actions of demethyl-4-deoxygadusol synthase (DDGS) and O-methyltransferase (O-MT). Then ATP-grasp enzyme conjugates glycine to 4-DG, producing mycosporine-glycine (MG) [9]. The conjugation of additional amino acids to MG is catalyzed by one of the two distinct types of enzymes: non-ribosomal peptide synthetase (NRPS)-like enzyme and D-Ala-D-Ala ligase homologue. This process results in di-substituted MAAs, such as shinorine and porphyra-334, which are formed by the conjugation of serine and threonine to MG, respectively [9]. The MAA biosynthetic genes are present in gene clusters together with genes encoding transporters and other modifying enzymes in prokaryotes. The genes are often named mysA (DDGS), mysB (O-MT), mysC (ATP-grasp enzyme), mysD (D-Ala-D-Ala ligase homologue), and mysE (NRPS-like enzyme). Although MAAs extracted from red algae are commercially available, the low yield and high cost of extraction make it impractical for large-scale production. Therefore, producing MAAs in heterologous microbial hosts are seen as a promising alternative [10,11,12,13,14].
Previously, we successfully engineered Saccharomyces cerevisiae to produce MAAs by introducing the MAA biosynthetic genes from cyanobacteria [14,15,16]. To enhance shinorine production, increasing the pool of S7P, the precursor for MAA biosynthesis, was critical. We accomplished this using xylose as a co-substrate with glucose and reducing the glycolytic flux, thereby diverting the carbon flux towards the pentose phosphate pathway. While S. cerevisiae is the most extensively studied model yeast with desirable properties for industrial applications, Yarrowia lipolytica has emerged as a promising host to produce various value-added products [17]. Y. lipolytica is particularly well-suited for producing oleochemicals due to its high lipid production capacity. Compared to S. cerevisiae, Y. lipolytica has a higher flux towards the pentose phosphate pathway to supply NADPH, which is essential for lipid synthesis [18]. Moreover, Y. lipolytica exhibits versatility in carbon source consumption, encompassing glycerol, alkane, and lipid, in addition to glucose [19]. With its Generally Recognized as Safe (GRAS) status, Y. lipolytica finds utility in various sectors, including pharmaceuticals, cosmetics, and the food industry. In this study, we took advantage of Y. lipolytica's high pentose phosphate pathway flux to investigate its potential as a host for producing MAAs. Compared to S. cerevisiae, Y. lipolytica exhibited distinct characteristics and advantages as a host for MAAs production.
Results
Introduction of MAA biosynthetic pathway into Y. lipolytica
To produce MAAs in Y. lipolytica, we selected two MAA biosynthetic gene clusters from Nostoc punctiforme and Anabaena variabilis. Both gene clusters contain genes encoding DDGS (mysA), O-MT (mysB), and ATP-grasp enzyme (mysC), which are involved in the production of MG from S7P (Fig. 1A, B). For the additional conjugation of an amino acid to MG, the two strains use different enzymes: D-Ala-D-Ala ligase homologue (MysD) in N. punctiforme and NRPS-like enzyme (MysE) in A. variabilis (Fig. 1A, B). MysD enzymes have been found to exhibit substrate promiscuity, conjugating various amino acids in addition to their preferred amino acids [20, 21]. On the other hand, MysE of A. variabilis specifically produced shinorine [9]. Each gene sequence, optimized for Y. lipolytica, was integrated into the genome under the control of a strong PTEF(406) promoter and TCYC1 terminator. JHYG2 and JHYG3 strains expressing the MAA biosynthetic gene cluster from A. variabilis and N. punctiforme, respectively, were grown in minimal SC media and the production of MAAs was detected. Both strains produced shinorine, with a serine conjugation to MG, as the major product, and the produced MAAs were mostly secreted to the media (Fig. 2A). JHYG2 and JHYG3 produced 7.9 mg/L and 4.1 mg/L of total shinorine, respectively. Consistent with the substrate promiscuity of MysD, JHYG3 strain also showed a minor production of porphyra-334 (0.4 mg/L), which is synthesized through the conjugation of threonine to MG (Fig. 2A, B). On the contrary, JHYG2 exclusively produced shinorine (Fig. 2A, B), supporting the high specificity of MysE towards serine. JHYG2 produced higher level of total MAAs (7.9 mg/L) than JHYG3 (4.6 mg/L).
To identify the optimum set of biosynthetic genes, we generated strains where each gene in the A. variabilis biosynthetic gene cluster was replaced with the corresponding gene from N. punctiforme, one at a time. JHYG4 expressing Np.mycD together with mysA, B, C genes from A. variabilis produced higher level of total MAAs compared with JHYG2, suggesting the higher activity of Np.MysD than Av.MysE (Fig. 2A). The substitution of Av.mysB or Av.mysC with their corresponding genes from N. punctiforme (JHYG5 and JHYG6) did not significantly impact the production level of MAAs (Fig. 2A). This observation implies that mysB and mysC genes from both N. punctiforme and A. variabilis exhibit comparable activities. On the other hand, substituting Av.mysA with Np.mysA (JHYG7) led to a significant reduction in MAAs production, similar to that observed in JHYG3 (Fig. 2A). These findings suggest that Av.MysA possesses a higher activity than Np.MysA, which is consistent with our previous finding when these genes were expressed in S. cerevisiae [16]. Based on these results, we selected Av.mysA, B, C and Np.mysD genes to further improve MAAs production.
Subsequently, we compared various promoters for expressing the MAA biosynthetic genes. In addition to the PTEF(406) promoter, we tested two other strong promoters, PUAS1B8-TEF(136) and PTEFin, for gene expression (22, 23). Among the three strains, JHYG8, expressing the four biosynthetic genes using the PUAS1B8-TEF(136) promoter, showed the highest production levels of MAAs (Fig. 3A). To further enhance the production of MAAs, up to three copies of the PUAS1B8-TEF(136)-controlled gene expression cassettes were integrated into genome. The MAAs production levels showed a positive correlation with the gene copy number (Fig. 3B). The JHYG83 strain, which carried three copies of each biosynthetic gene, produced 58.3 mg/L of shinorine and 7.6 mg/L of porphyra-334, achieving about 2.6-fold increase in total MAAs level compared with JHYG8 harboring one copy of the biosynthetic gene set (Fig. 3B).
Impact of carbon sources and media on MAAs production
Y. lipolytica has the ability to utilize various alternative carbon sources, including glycerol and oils. Despite possessing genes for xylose utilization, the prevailing evidence indicates that Y. lipolytica cannot naturally consume xylose unless genetic manipulation or adaptive evolution techniques are applied [24,25,26,27]. Accordingly, the parental strain JHYG0 could hardly grow on xylose (Fig. 4). The xylose utilization pathway, mediated by xylose reductase (XR), xylitol dehydrogenase (XDH), and xylulose kinase (XK), converts xylose into xylulose 5-phosphate, which then enters the pentose phosphate pathway. As S7P is a precursor for MAA biosynthesis and an intermediate of the pentose phosphate pathway, utilizing xylose as a carbon source has been proven to be an effective method for increasing MAAs production in S. cerevisiae [15].
To enhance xylose utilization, we overexpressed endogenous xylose-utilizing genes XYL1, XYL2, and XYL3 encoding XR, XDH, and XK, respectively, controlled by strong promoter PTEF(406) in JHYG0. We also tested overexpression of XYL1 and XYL2 genes from Pichia stipitis along with the endogenous XYL3 gene [25]. Overexpression of the xylose-utilizing genes enabled growth on xylose as a sole carbon source. Furthermore, XYL1 and XYL2 from P. stipitis exhibited greater efficacy compared to the endogenous genes in xylose consumption (Fig. 4). Based on these findings, we introduced the PTEF(406)-controlled Ps.XYL1, Ps.XYL2, and Yl.XYL3 into the JHYG83 strain, generating JHYG831 strain.
Using this xylose-utilizing strain JHYG831, we investigated several carbon sources including glucose, glycerol, and xylose for MAAs production. The cells were cultured in SC media containing either a single carbon source or a combination of two carbon sources, with a total concentration of 20 g/L (Fig. 5A). Of the three carbon sources tested, glycerol was found to be the most favorable, followed by glucose and xylose. JHYG831, when grown in glycerol, exhibited the fastest carbon uptake rate at 0.57 g/L·h, in contrast to 0.36 g/L·h in glucose and 0.14 g/L·h in xylose during the initial 24 h. Additionally, the glycerol culture resulted in the highest levels of biomass and MAAs production (Fig. 5A, B) [28]. However, the xylose-utilization pathway in the JHYG831 strain appeared to be inadequate for the complete consumption of all the xylose in the medium (Fig. 5A). Even in the cultures containing two carbon sources, the utilization rate of carbon sources was highest for glycerol, followed by glucose and xylose (Fig. 5A). Despite xylose being an inefficient carbon source, the addition of xylose led to an increase in MAAs production, both in the presence of glucose and glycerol, thereby confirming the role of xylose in supplying S7P through the pentose phosphate pathway (Fig. 5B). As a result, JHYG831 grown in 10 g/L glycerol and 10 g/L xylose produced the highest level of MAAs (88.5 mg/L).
We conducted additional tests to examine the impact of various carbon sources on MAAs production in nutrient-rich YP media (Fig. 6A, B). The results showed that the production of MAAs increased by 2 ~ 5 fold in YP media when compared to the production levels in SC media for all tested carbon sources (Fig. 6B). The beneficial impact of xylose was also evident in YP media when used alongside glucose or glycerol as a co-substrate (Fig. 6B). However, in contrast to the pattern observed in SC media, the highest level of MAAs production (215.5 mg/L) was observed in YP medium containing 10 g/L glucose and 10 g/L xylose. Although glycerol was the most preferred carbon source both in SC (Fig. 5A) and YP media (Fig. 6A), the impact of glycerol on cell biomass and MAAs production was less significant in YP media (Fig. 6A, B) compared to SC media (Fig. 5A, B). Additionally, when cells were cultured in YP media, MAAs were predominantly found inside the cells (Fig. 6B), whereas in SC media, they were mostly secreted (Fig. 5B). These results indicate that there are distinct carbon source-dependent metabolic fluxes and expression of potential transporters for MAAs in SC and YP media. The biosynthetic gene clusters in cyanobacteria often contain genes that encode transporters [29, 30]. Nevertheless, no homologous genes were found in the Y. lipolytica genome, potentially attributable to the different transporter architecture between prokaryotes and eukaryotes. It is plausible that certain efflux pumps play a role in MAAs export. To gain a better understanding of the medium-dependent alterations in the cellular localization of MAAs, further investigations are necessary to unveil the efflux pumps responsible for MAAs transport in Y. lipolytica.
Enhancing MAAs production by increasing the carbon flux towards the pentose phosphate pathway
To increase the production of MAAs even further, we utilized strategies aimed at enhancing the S7P pool. One of the most effective methods was deleting TAL1, which encodes a transaldolase that functions in the pentose phosphate pathway. This deletion led to a significant increase in MAAs production in S. cerevisiae [15]. However, despite our efforts, we were unable to delete the TAL1 gene in Y. lipolytica, suggesting that TAL1 may be an essential gene in this organism. Therefore, to enhance the carbon flux towards pentose phosphate pathway, we overexpressed the ZWF1 and GND1 genes encoding glucose 6-phosphate dehydrogenase and 6-phosphogluconate dehydrogenase, respectively (Fig. 1A). Overexpression of ZWF1 alone or together with GND1 increased MAAs production levels (Fig. 7A, B). JHYG834 overexpressing both ZWF1 and GND1 produced the highest level of MAAs (207.4 mg/L of shinorine and 41.6 mg/L of porphyra-334) in YP medium containing 10 g/L glucose and 10 g/L xylose.
We also tried to divert the carbon flux from the glycolysis to the pentose phosphate pathway by deleting the PGI1 encoding glucose 6-phosphate isomerase, the second enzyme in the glycolysis that converts glucose 6-phosphate (G6P) to fructose 6-phosphate (F6P) (Fig. 1A). The PGI1 deletion mutant JHYG835 showed a defect in cell growth and carbon source uptake (Fig. 7A) but showed similar MAAs production levels to those of the parental strain JHYG831 (Fig. 7B). Therefore, even with the growth defect caused by PGI1 deletion, the enhanced carbon flux towards the pentose phosphate pathway may contribute to MAAs production through providing more S7P. Interestingly, MAAs produced in JHYG835 strain were mostly secreted even in YP medium.
Discussion
MAAs have gained significant attention as natural sunscreens, but the low efficiency of extracting MAAs from natural sources, such as red algae, has led to the exploration of heterologous hosts for MAAs production. Various prokaryotes, including Escherichia coli, cyanobacteria, Corynebacterium glutamicum, and Streptomyces species, and the yeast S. cerevisiae, have been employed for MAAs production [10,11,12,13, 15]. Notably, S. cerevisiae has shown promise as a host to produced MAAs compared to bacterial hosts [14,15,16]. In this study, we investigated the potential of Y. lipolytica as a chassis strain for MAAs production, leveraging its advantages such as a high pentose phosphate pathway flux and the ability to utilize a wide range of carbon sources.
We successfully produced MAAs, mainly shinorine, in Y. lipolytica by introducing biosynthetic genes from cyanobacteria and increasing the expression levels of these genes by strengthening the promoter and increasing the gene copy numbers. We also introduced the xylose utilization pathway and investigated the effects of different carbon sources in MAAs production. The addition of xylose as a co-substrate resulted in a significant increase in the production of MAAs in S. cerevisiae [15]. Similarly, in Y. lipolytica, the utilization of xylose in combination with glucose or glycerol enhanced MAAs production, albeit to a lesser extent compared to S. cerevisiae. This observation could be attributed to the naturally higher pentose phosphate pathway flux in Y. lipolytica, which results in an increased supply of S7P even without the metabolism of xylose [31, 32]. However, even in Y. lipolytica, enhancing the pentose phosphate pathway by overexpressing ZWF1 and GND1 genes proved to be effective in further enhancing the production of MAAs.
In addition to the impact of xylose, we observed several distinctions in the production of MAAs between S. cerevisiae and Y. lipolytica. Firstly, despite we successfully expressed various MysD enzymes (D-Ala-D-Ala ligase homologues) in S. cerevisiae [14,15,16], we were unable to detect shinorine production upon the introduction of Av.mysE (NRPS-like enzyme) in S. cerevisiae (data not shown). Conversely, both Np.mysD and Av.mysE were functionally expressed in Y. lipolytica, indicating that Y. lipolytica is a more suitable chassis strain for expressing mysE. Based on the overall production levels of MAAs, including shinorine and porphyra-334, we selected Np.MysD over Av.MysE for the strain development in this study. However, considering the high specificity of Av.MysE towards serine, it would be a more suitable choice when aiming for selective shinorine production.
Secondly, we observed significant differences in the levels of MAAs production and their cellular localization between cultures grown in minimal SC medium and nutrient-rich YP medium. MAAs production levels were more than two-fold higher in YP medium than SC medium. In SC medium, the majority of the MAAs produced was detected in the extracellular environment, whereas in YP medium, a larger proportion of the MAAs was localized within the cells. Interestingly, PGI1-deleted Y. lipolytica secreted most of the MAAs produced even in YP medium. These findings indicate that the expression of potential transporters responsible for MAAs may be influenced by the type of media used and the cellular carbon metabolism in Y. lipolytica. In contrast, when MAAs were produced in S. cerevisiae, approximately half of the total amount of MAAs were released into the surrounding medium, and the levels of production and the patterns of secretion demonstrated similarities when SC and YP media were used (Additional file 1: Fig. S1).
While the level of MAAs produced in Y. lipolytica is currently lower than that attained in S. cerevisiae [14], there is a room for increased enhancement through additional metabolic engineering and optimization of fermentation conditions. Moreover, the distinctive cellular localization of MAAs and the utilization of a wide range of carbon sources could potentially offer advantages of using Y. lipolytica for the industrial-scale production of MAAs.
Conclusions
Y. lipolytica was engineered to produce MAAs, predominantly shinorine, by introducing MAA biosynthetic genes from cyanobacteria N. punctiforme and A. variabilis. Both D-Ala-D-Ala ligase homologue (Np.MysD) and NRPS-like enzyme (Av.MysE) exhibited functional activity in conjugating amino acids to MG. While Av.MysE exclusively produced shinorine, Np.MysD showed mixed production of shinorine along with a small amount of porphyra-334. The production of MAAs showed variability based on carbon sources and media types, yet co-utilizing xylose with glucose or glycerol enhanced MAAs synthesis. By incorporating three copies of the MAA biosynthetic genes and overexpressing GND1 and ZWF1, the engineered strain achieved a MAAs production level of 249.0 mg/L (207.4 mg/L shinorine and 41.6 mg/L porphyra-334) in YP medium containing 10 g/L glucose and 10 g/L xylose. These results highlight the potential of Y. lipolytica as a promising candidate for MAAs production. This is particularly attributed to its effective expression of the MysE enzyme, which remains non-functional in S. cerevisiae, and its versatile utilization of carbon sources like glycerol.
Methods
Strains and culture conditions
Y. lipolytica strains used in this study are listed in Table 1. Po1g ku70Δ strain was used as a parental strain of all the engineered strains. Yeast cell were cultured in synthetic complete (SC) medium (6.7 g/L yeast nitrogen base without amino acids, and 2 g/L amino acids mixture) or YP medium (10 g/L yeast extract and 20 g/L bacto-peptone) containing 20 g/L carbon source (glucose, xylose, or glycerol). For the first inoculation, yeast cells were cultured in 5 mL medium in 50 mL flask for 24 h. Pre-cultured cells were inoculated to OD600 of 0.5 in 10 mL medium in 100 mL flask, and then cultured at 30 °C with shaking at 170 rpm for 120 h.
Construction of plasmids and strains
Plasmids used in this study are listed in Table 2. Y. lipolytica codon optimized Ava3858 (mysA), Ava3857 (mysB), Ava3856 (mysC), and Ava3855 (mysD) genes from A. variabilis and NpR5600 (mysA), NpR5599 (mysB), NpR5598 (mysC), and NpF5597 (mysE) genes from N. punctiforme were synthesized. Xylose assimilation genes Ps.XYL1 and Ps.XYL2 from P. stipitis were amplified from coex416-XYL [15]. Plasmids were generated by standard molecular cloning methods with restriction enzymes and DNA ligases. Plasmids for gene integration contain gene expression cassette(s) controlled by PUAS1B8-TEF(136)-TCYC1 or PTEF(406)-TCYC1 and loxP (or lox71)-URA3-loxP (or lox66) [33], which are flanked by 1-kb upstream and downstream regions of the integration sites, A1, C3, D1, or E3 [34]. The Del PGI1Δ plasmid contains lox71-URA3-lox66 flanked by 1-kb upstream and downstream regions of the PGI1 ORF. The integration or deletion plasmids were linearized by cutting with NdeI or SmiI, and transformed into Y. lipolytica Po1g. The transformants were selected in SC medium lacking uracil. The URA3 marker recovery for additional gene introduction was performed through the following steps. A pYL-Cre-LEU2 plasmid, containing LEU2 marker and the Cre recombinase gene under the control of the EXP1 promoter, was transformed into Y. lipolytica and selected on SC-Leu medium. Subsequently, the colonies were cultured in 5 mL of YPD media for 24 h at 30 °C to promote plasmid loss, then plated on YPD. The clones with LEU− and URA− phenotype were selected by patching the colonies on SC-Leu and SC-Ura media.
Analytical methods
Cell growth was determined by measuring optical density at 600 nm with spectrophotometer (Varian Cary 50 UV − vis). To detect the amount of remained carbon sources, 500 μL of cell supernatant was filtered with 0.22 μm PVDF syringe filter, and then analyzed by HPLC. UltiMate 3000 HPLC system (Thermo Fisher Scientific) equipped with an Aminex HPX-87H column (300 mm × 7.8 mm, 5 μm, Bio-Rad) and a refractive index (RI) detector. Mobile phase is water with 0.05% (v/v) H2SO4 at 0.6 mL/min flow rate and 60 °C.
To prepare MAAs in the medium, the cell supernatants were filtered using a 0.22 μm PVDF syringe filter. For MAAs in the cell, 100–500 μL cell broth was collected, resuspended in 500 μL of water, and mixed with 750 μL chloroform. The cells were disrupted by vortexing for 10 min. The upper water layer obtained after centrifugation was filtered using a 0.22 μm PVDF syringe filter, and then analyzed by UltiMate 3000 HPLC system (Thermo Fisher Scientific) equipped with an Agilent Eclipse XDB-C18 column (5 μm, 4.6 × 250 mm) and a UV–vis detector. A UV–vis detector was used at 334 nm. The mobile phase used was water: acetonitrile = (95: 5, v/v) with 0.1% (v/v) TFA at 0.5 mL/min flow rate and 40 °C. Dry cell weight (DCW) was measured after drying 1 mL cell pellet at 60 °C oven.
Data availability
Data availability statement is not applicable.
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Funding
This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (2021R1A2C2003595) and a grant of the Korea Health Technology R&D Project through the Korea Health Industry Development Institute (KHIDI), funded by the Ministry of Health & Welfare (HP23C0089).
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HJ: conceptualization, investigation, writing—original draft; SK, DL: investigation; RL: writing—review & editing; JSH: conceptualization, supervision, writing—original draft.
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Additional file 1: Figure S1.
Production of MAAs in S. cerevisiae in SC and YP media.
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Jin, H., Kim, S., Lee, D. et al. Efficient production of mycosporine-like amino acids, natural sunscreens, in Yarrowia lipolytica. Biotechnol Biofuels 16, 162 (2023). https://doi.org/10.1186/s13068-023-02415-y
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DOI: https://doi.org/10.1186/s13068-023-02415-y