Summary
The green alga Chlamydomonas reinhardtii does not synthesize high‐value ketocarotenoids like canthaxanthin and astaxanthin; however, a β‐carotene ketolase (CrBKT) can be found in its genome. CrBKT is poorly expressed, contains a long C‐terminal extension not found in homologues and likely represents a pseudogene in this alga. Here, we used synthetic redesign of this gene to enable its constitutive overexpression from the nuclear genome of C. reinhardtii. Overexpression of the optimized CrBKT extended native carotenoid biosynthesis to generate ketocarotenoids in the algal host causing noticeable changes the green algal colour to reddish‐brown. We found that up to 50% of native carotenoids could be converted into astaxanthin and more than 70% into other ketocarotenoids by robust CrBKT overexpression. Modification of the carotenoid metabolism did not impair growth or biomass productivity of C. reinhardtii, even at high light intensities. Under different growth conditions, the best performing CrBKT overexpression strain was found to reach ketocarotenoid productivities up to 4.3 mg/L/day. Astaxanthin productivity in engineered C. reinhardtii shown here might be competitive with that reported for Haematococcus lacustris (formerly pluvialis) which is currently the main organism cultivated for industrial astaxanthin production. In addition, the extractability and bio‐accessibility of these pigments were much higher in cell wall‐deficient C. reinhardtii than the resting cysts of H. lacustris. Engineered C. reinhardtii strains could thus be a promising alternative to natural astaxanthin producing algal strains and may open the possibility of other tailor‐made pigments from this host.
Keywords: carotenoids, astaxanthin, microalgae, chlamydomonas
Introduction
Carotenoids constitute a widely distributed group of lipid‐soluble pigments that are synthesized by plants and microorganisms (Kull and Pfander, 1995) and fulfil several important functions in photosynthetic organisms such as light harvesting, light perception and photoprotection (Mimuro and Katoh, 1991; Krieger‐Liszkay, 2005). Carotenoids are tetraterpenes, derived from eight isoprene units, (Britton, 1995) containing an extended system of conjugated double bonds that are responsible for their light harvesting and free radical scavenging capacities (Edge et al., 1997). Non‐oxygenated carotenoids are named carotenes, and this subgroup contains linear (e.g. lycopene) as well as cyclic (e.g. α/β‐carotene) structures. Oxygenated derivatives of α‐ and β‐carotene are named xanthophylls. Due to their strong colour and antioxidant properties, these compounds are widely used in industry as ‘natural’ food colourants, feed additives in aquaculture and in cosmetics as well as pharmaceuticals (Hussein et al., 2006; Li et al., 2011; Yuan et al., 2011). Animals have not been found to synthetize carotenoids naturally; however, they can structurally modify those taken up from their diet (Gerster, 1997).
Among the carotenoids, the secondary ketocarotenoid astaxanthin (3,3′‐dihydroxy‐β,β‐carotene‐4,4′‐dione) shows superior activity against reactive oxygen species (ROS) and is one of the most powerful natural antioxidants (Naguib, 2000). Astaxanthin synthesis proceeds through oxidation of both rings of β‐carotene into canthaxanthin followed by its hydroxylation (Cunningham and Gantt, 1998; Lotan and Hirschberg, 1995). Alternatively, keto groups can be added to the rings of zeaxanthin, which is derived from the hydroxylation of β‐carotene. The enzymes involved in astaxanthin synthesis are 3,3′‐β‐hydroxylase (crtz gene in microalgae) and 4,4′‐β‐ketolase (BKT, crtOgene in microalgae; Grossman et al., 2004; Lotan and Hirschberg, 1995). Astaxanthin has multiple purported health benefits on biological systems due to its action against ROS (Bennedsen et al., 1999; Jyonouchi et al., 1995). Astaxanthin has potential uses as an antitumor agent (Kim et al., 2016; Palozza et al., 2009; Zhang and Wang, 2015), the prevention of cardiovascular as well as neurological diseases, and diabetes (Gross and Lockwood, 2004; Uchiyama et al., 2002; Wu et al., 2015). Moreover, astaxanthin can be used as human dietary supplement and in aquaculture to improve fish colour (Hussein et al., 2006; Li et al., 2011; Yuan et al., 2011). Other ketocarotenoids like canthaxanthin, an intermediate of astaxanthin synthesis, have properties similar to astaxanthin, with high potential for use in human health applications (Miki, 1991; Møller et al., 2000). With few exceptions, higher plants do not synthetize astaxanthin (Cunningham and Gantt, 2011), which is currently produced industrially from unicellular photosynthetic microalgae such as Haematococcus lacustris (recently renamed from H. pluvialis; Boussiba and Vonshak, 1991; Nakada and Ota, 2016) or, to a lesser‐extent, Chromochloris zofingiensis (Chen et al., 2017). Haematococcus lacustris is currently the main natural source of astaxanthin as it can accumulate to up to 90% of total carotenoids and 4% of cell dry weight (Bubrick, 1991) under certain environmental conditions. Astaxanthin accumulation in this alga is induced by stress conditions such as nitrogen or phosphorus starvation, high light, salt stress and elevated temperature (Boussiba and Vonshak, 1991) which stimulate the transition from motile zoospores (macrozooids) to immotile spores (aplanospores; Kobayashi et al., 1997). These changes are accompanied by a degradation of the photosynthetic machinery and cessation of growth (Mascia et al., 2017) as well as the formation of thick and resistant cell walls (cysts; Boussiba and Vonshak, 1991). The complexities of cellular changes to generate astaxanthin accumulation in H. lacustris require a two‐stage cultivation and result in a low overall productivity for the whole process. Moreover, the recalcitrance of aplanospore cell walls reduces the bio‐accessibility of astaxanthin and makes mechanical disruption necessary in order to release astaxanthin for human or animal consumption (Kang and Sim, 2008), a process which increases production process costs.
Given these limitations, genetic engineering approaches have been undertaken to enable astaxanthin production in different biotechnological host organisms in order to generate suitable alternatives to traditional H. lacustris production processes. Astaxanthin synthesis has indeed been demonstrated in many different organisms such as fermentative bacteria (Henke et al., 2016; Park et al., 2018) as well as photosynthetic cyanobacteria (Harker and Hirschberg, 1997), and eukaryotic hosts including yeasts (Kildegaard et al., 2017; Miura et al., 1998) and higher plants (Harada et al., 2014; Hasunuma et al., 2008; Huang et al., 2013; Jayaraj et al., 2008; Mann et al., 2000; Nogueira et al., 2017; Stalberg et al., 2003; Zhong et al., 2011) by the transgenic expression of keto‐ and hydroxylases. The results obtained were promising but with limited, industrial relevance due to the high costs of cultivation of these organisms and/or low productivity. Even if high production yields of astaxanthin have been reported upon heterotrophic cultivation of different microorganisms, the possibility to produce ketocarotenoids in photoautotrophic systems has a strong advantage in terms of sustainability, by consuming CO2 and avoiding the costs of reduced carbon sources used in heterotrophic cultivation. In order to develop a sustainable alternative to traditional astaxanthin production, we sought to engineer the common freshwater microalga Chlamydomonas reinhardtii to constitutively produce astaxanthin and canthaxanthin. In contrast to previous attempts by others (Leon et al., 2007; Tan et al., 2007; Zheng et al., 2014), our approach is based on the synthetic redesign and revival of an endogenous yet inactive (pseudogene) β‐carotene ketolase sequence present in the nuclear genome of C. reinhardtii. Strains resulting from the application of this strategy generated astaxanthin, exhibited reddish‐brown phenotypes and reached productivities comparable to H. lacustris cultivation without many of its natural process constraints.
Results
Analysis of Chlamydomonas reinhardtii bkt gene
Pathways for the synthesis of carotenoids and xanthophylls in C. reinhardtii have already been characterized in previous studies and are depicted in Figure 1 (Lohr et al., 2005). Although astaxanthin accumulation has never been reported in C. reinhardtii in any condition (Lohr et al., 2005), a putative CrBKT enzyme (Uniprot Q4VKB4) can be found in its nuclear genome (Merchant et al., 2007). CrBKT has indeed been previously reported to efficiently convert β‐carotene and zeaxanthin into astaxanthin when expressed in engineered Escherichia coli cells, even in the absence of the CrtZ hydroxylase (Huang et al., 2013; Park et al., 2018; Zhong et al., 2011).
The native expression level of CrBKT gene was thus analysed over a wide range of growth conditions using C. reinhardtii RNAseq databases (Romero‐Campero et al., 2016). These investigations revealed a very low expression level in any of the tested conditions compared to other genes involved in carotenoid biosynthesis (Figure 1b). An in silico analysis of the CrBKT amino acid sequence revealed an overall high degree of conservation, when compared to other BKT enzymes. A peculiarity of the sequence, however, is the presence of a 116 amino acid C‐terminal extension, which is not present in other BKT sequences from other organisms (Lohr et al., 2005; Figure 1c). A putative chloroplast transit peptide was predicted on the N‐terminus of the CrBKT, which was tested for its ability to enable chloroplast import of recombinant mVenus yellow fluorescent protein (hereafter, YFP) in C. reinhardtii. While the first 40 N‐terminal residues of CrBKT were sufficient for the import of YFP into the chloroplast, a smaller sequence only comprising the first 34 residues from the N‐terminus was not (Figure 2a).
Intragenic expression of Chlamydomonas reinhardtii β‐ketolase
The low native expression rates of CrBKT led us to consider this may be a pseudogene with a residual expression level too low to have an impact on cellular physiology or expression only under some condition not known specific to its habitat or lifecycle. Given that the gene had been successfully expressed in E. coli and was shown to functionally convert carotenoids into astaxanthin (Zhong et al., 2011), we decided to investigate whether the gene could be revived by synthetic redesign. Recently, we demonstrated that transgenes could be optimized for expression from the algal nuclear genome by codon optimization and systematic incorporation of the first intron of the C. reinhardtii RuBisCO small subunit II gene to mimic host regulatory structures (Baier et al., 2018b). We have recently used this strategy for overexpression of numerous foreign genes (Lauersen et al., 2016; Lauersen et al., 2018; Wichmann et al., 2018), as well as re‐coding and overexpression of the endogenous photodecarboxylase (CrFAP; Yunus et al., 2018) for various metabolic engineering activities in this host. Here, the amino acid sequence of the CrBKT was used to generate an optimized synthetic algal transgene, employing the same optimization strategy (Figure 2b). The optimized gene was first generated by omitting the 116 aa C‐terminal extension as this is absent from all other gene homologues in other organisms (Figure 1c) and may influence its activity. The optimized synthetic CrBKT was then cloned into the pOpt2_PsaD_mVenus_Paro vector for expression (Figure 2c; Wichmann et al., 2018). In order to facilitate chloroplast import, the N‐terminus of the BKT coding sequence was fused to the chloroplast transit peptide from photosystem I subunit D (PsaD), which has been already reported to be functional for chloroplast import in different conditions (Lauersen et al., 2015; Rasala et al., 2013). The coding sequence of YFP was left in the vector to generate a fusion at the 3′ end of CrBKT. The construct obtained (PsaD_BKT_YFP, Figure 2c) was then used to transform C. reinhardtii UVM4, a strain which has been mutated to enable more reliable transgene expression from the nuclear genome (Neupert et al., 2009).
Chlamydomonas reinhardtii colonies recovered on plates after transformation using the PsaD_BKT_YFP construct exhibited clear changes in colour, from its native green to reddish‐brown (Figure 2d). The accumulation of recombinant CrBKT protein in transformed cells was verified by immunoblot developed using an antibody recognizing the fused YFP (Figure S1). Chlamydomonas reinhardtii cells expressing CrBKT appeared similar in shape and size under microscopy analysis compared to the parental strain UVM4, but with a reddish colour (Figure S2). PsaD_BKT_YFP expression lines were screened for the highest accumulation of ketocarotenoids, first by selection of colonies based on intensity of red colour and then by acetone extraction and spectral analysis (Figure 2e,f). Spectra of pigments from bkt lines, extracted with acetone, were found to exhibit a shoulder above 500 nm which was not present in the parental control. This shoulder corresponds to the absorption peak of ketocarotenoids, as astaxanthin (Figure 2f). Three lines exhibiting the darkest red phenotype and the largest shoulder in spectral analysis were bkt1, bkt5 and bkt36. The content of total ketocarotenoids accumulated in the cells was estimated to be up to 73.2 ± 3.7 fg/cell by spectral analysis (see Section Methods for further details). In order to possibly improve the expression and activity, further constructs were generated with modifications in the orientation and extensions of the BKT (Figure 2c; UVM4). Many variations of this original expression construct were implemented; however, none resulted in improved astaxanthin production over the PsaD_BKT_YFP vectors (Figure 2c). First, the 116 aa extension removed at the C‐terminus of CrBKT was reinserted in the vector PsaD_BKT‐Ct_YFP and this resulted in an average level of ketocarotenoids ~35% lower compared to the complete version of CrBKT. The YFP coding sequence was also removed from the C‐terminus of CrBKT (PsaD_BKT), in order to evaluate a possible negative effect due to the presence of YFP at the C‐terminus of the protein. The mutants obtained showed a pale red coloration, and ketocarotenoids were present although to a much lower level than in the mutants obtained with CrBKT fused with YFP. A vector coding for a truncated CrBKT C‐terminus fused with YFP and only using the native CrBKT chloroplast targeting sequence without the PsaD‐CTP was also prepared (BKT‐YFP) resulting in ~20% lower ketocarotenoid production to the original construct. Finally, two CrBKT gene copies were fused together in order to enhance the number of catalytic sites (PsaD_BKT2x_YFP) as this strategy had been previously shown beneficial for a sesquiterpene synthase in this host (Lauersen et al., 2016). However, the strains obtained from this construct showed similar amounts of ketocarotenoids as the single CrBKT construct (Figure 2c).
The C. reinhardtii npq2 mutant contains a knockout mutation in the zeaxanthin epoxidase (ZEP, Figure 1a) and is unable to synthetize violaxanthin and neoxanthin; therefore, it accumulates zeaxanthin as a terminal carotenoid species. Zeaxanthin is one of the carotenoid substrates for the CrBKT enzyme (Zhong et al., 2011). Therefore, to determine whether ketocarotenoid yields might be higher in this host, the PsaD_BKT_YFP vector was used to transform the npq2 mutant (Figure 2c; npq2). After transformation and selection, three lines (n2bkt1, n2bkt11 and n2bkt12) were selected for strong reddish phenotype and analysed with the same procedure used for bkt lines. The ketocarotenoid content per cell of these strains was indeed increased compared to the bkt lines obtained in UVM4 background (Figure 2c). Therefore, strains bkt1/5/36 and n2bkt1/11/12, obtained by transformation with construct PsaD_BKT_YFP in the UVM4 and npq2 backgrounds, respectively, were used for further investigations.
The presence of ketocarotenoids does not perturb algal growth
The influence of the presence of astaxanthin and ketocarotenoids in C. reinhardtii was evaluated by cultivating selected transformant lines and their parental strains (UVM4, npq2) in 20‐mL flasks for one week in photoautotrophy (CO2) or mixotrophy (acetate; Harris and Harris, 2008) at 100 or 500 µmol/m2/s. Although bkt and n2bkt lines exhibited reddish‐brown phenotypes, they were nevertheless able to grow even in photoautotrophic conditions (Figure 3a). Both bkt and n2bkt lines are indeed photosynthetically active: in the case of bkt5, a similar quantum yield of photosystem II (Fv/Fm) was measured compared to its parental strain (UVM4), while in the case of only n2bkt, a slight decrease of Fv/Fm was evident compared to its background npq2. Reduced Fv/Fm in npq2 background compared to UVM4 is consistent with previous findings owing to the overaccumulation of zeaxanthin in this strain (Couso et al., 2012): further decrease of Fv/Fm in n2bkt12 might be related to a partial destabilization of photosynthetic apparatus due to substitution of xanthophylls with ketocarotenoids, as previously reported in the case of H. lacustris (Mascia et al., 2017). In order to investigate a possible effect in biomass productivity related to ketocarotenoid accumulation, this was evaluated in autotrophic and mixotrophic conditions (Figure 3c–f). At either light intensity tested, growth in mixotrophy was faster compared to the autotrophic cultivation for any strain tested (Figure 3c–f). Cell dry weight was measured at stationary phase for all the genotypes (Table 1). In both TAP and HS medium, growth of npq2 strains was slower compared to UVM4, even if the final biomass harvested was similar although in some cases statistically different (Table 1). Transformant lines exhibited biomass accumulation similar to their respective parental lines, with the only exception of an increased biomass yield in the case of bkt5grown in control light in mixotrophy, when compared to its background UVM4. Similar photoautotrophic biomass accumulation in strains containing astaxanthin and parentals indicated that the presence of astaxanthin does not impair algal growth.
Table 1.
Growth | Genotype | chl pg/cell | chl/car | asta/car | keto/car | asta fg/cell | keto fg/cell | dry weight (g/L) | Car/100 chl | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
neo | viola | lute | zea | b car | asta | keto | |||||||||
LL HS | UVM4 | 0.95 ± 0.09a | 2.70 ± 0.21a | — | — | — | — | 0.14 ± 0.01a | 3.8 ± 0.5a | 7.5 ± 1.3a | 21.4 ± 3.9a | — | 4.3 ± 0.2a | — | — |
bkt5 | 0.19 ± 0.04b | 1.81 ± 0.14b,c | 0.49 ± 0.02a | 0.75 ± 0.02a | 34.7 ± 3.3a | 52.1 ± 5.8a | 0.19 ± 0.02b | 1.5 ± 0.2b | 1.2 ± 0.2b | 9.0 ± 1.5b | — | 2.1 ± 0.1b | 27.2 ± 3.1a | 41.5 ± 4.1a | |
npq2 | 0.67 ± 0.20c | 2.49 ± 0.67b | — | — | — | — | 0.15 ± 0.02a | — | — | 18.6 ± 4.5a | 16.0 ± 4.3a | 5.6 ± 0.5c | — | — | |
n2bkt12 | 0.25 ± 0.07b | 1.42 ± 0.38c | 0.62 ± 0.11a | 0.80 ± 0.09a | 72.5 ± 14.5b | 92.7 ± 12.2b | 0.14 ± 0.03a | — | — | 11.3 ± 2.5b | 3.5 ± 0.9b | 1.8 ± 0.1d | 46.6 ± 17.7a | 59.6 ± 19.3a | |
LL TAP | UVM4 | 1.41 ± 0.34a | 2.81 ± 0.11a | — | — | — | — | 0.56 ± 0.05a | 4.9 ± 2.1a | 8.7 ± 2.9a | 16.8 ± 1.1a | — | 5.3 ± 2.1a | — | — |
bkt5 | 0.38 ± 0.08b | 2.39 ± 0.09b | 0.37 ± 0.03a | 0.69 ± 0.03a | 40.6 ± 3.6a | 72.9 ± 3.5a | 0.65 ± 0.01b | 1.5 ± 0.6b | 2.1 ± 0.6b | 8.6 ± 0.5b | — | 1.0 ± 0.3b | 15.6 ± 1.3a | 28.8 ± 1.3a | |
npq2 | 1.26 ± 0.49a | 2.80 ± 0.03a | — | — | — | — | 0.69 ± 0.04b | — | — | 12.3 ± 1.3c | 19.3 ± 2.0a | 4.0 ± 1.2a | — | — | |
n2bkt12 | 0.72 ± 0.09c | 2.45 ± 0.03b | 0.42 ± 0.03a | 0.65 ± 0.03a | 87.3 ± 2.0b | 130.4 ± 0.7b | 0.65 ± 0.01b | — | — | 13.1 ± 1.2c | 1.6 ± 0.2b | 0.6 ± 0.2b | 17.3 ± 0.9a | 26.6 ± 0.9a | |
HL HS | UVM4 | 0.87 ± 0.21a | 2.54 ± 0.24a | — | — | — | 0.14 ± 0.01a | 3.7 ± 0.9a | 7.5 ± 1.8a | 21.2 ± 8.3a | 2.8 ± 0.4a | 4.2 ± 1.1a | — | — | |
bkt5 | 0.09 ± 0.02b | 0.93 ± 0.09b | 0.47 ± 0.10a | 0.75 ± 0.07a | 30.9 ± 10.7a | 47.5 ± 11.4a | 0.13 ± 0.06a | 2.5 ± 0.5a | 2.1 ± 0.5b | 16.0 ± 5.7a | 6.0 ± 0.7b | 2.3 ± 1.0b | 51.5 ± 14.4a | 81.5 ± 13.1a | |
npq2 | 0.60 ± 0.24a | 2.12 ± 0.73a | — | — | — | — | 0.18 ± 0.04a | — | — | 20.2 ± 8.0a | 22.0 ± 4.2c | 4.9 ± 1.6a,c | — | — | |
n2bkt12 | 0.08 ± 0.03b | 0.66 ± 0.22b | 0.39 ± 0.07a | 0.76 ± 0.04a | 53.1 ± 9.4b | 99.0 ± 8.2b | 0.14 ± 0.03a | — | — | 17.2 ± 7.4a | 4.7 ± 2.1b | 2.8 ± 0.4b,c | 42.2 ± 8.1a | 80.2 ± 11.5a | |
HL TAP | UVM4 | 1.04 ± 0.17a | 2.51 ± 0.34a | — | — | — | — | 0.71 ± 0.05a | 4.8 ± 1.1a | 10.4 ± 2.3a | 17.7 ± 3.2a | 1.6 ± 0.6a,b | 5.4 ± 1.6a | — | — |
bkt5 | 0.21 ± 0.03b | 1.80 ± 0.24b | 0.42 ± 0.01a | 0.74 ± 0.01a | 33.6 ± 4.7a | 57.3 ± 7.5a | 0.68 ± 0.03a,b | 1.7 ± 0.4a | 1.8 ± 0.3b | 9.6 ± 1.6b | 1.3 ± 0.4a | 1.2 ± 0.3b | 23.8 ± 2.8a | 41.5 ± 5.3a | |
npq2 | 0.98 ± 0.16a | 2.39 ± 0.29a | — | — | — | — | 0.64 ± 0.07b,c | — | — | 14.7 ± 2.4c | 22.2 ± 5.4c | 5.0 ± 0.2a | — | — | |
n2bkt12 | 0.47 ± 0.07c | 1.67 ± 0.20b | 0.49 ± 0.08a | 0.73 ± 0.07a | 94.9 ± 16.3b | 137.5 ± 17.2b | 0.62 ± 0.02c | — | — | 14.7 ± 2.2c | 2.2 ± 0.5b | 0.9 ± 0.1b | 30.0 ± 8.1a | 44.1 ± 9.4a |
Pigment content determined in cells grown at 100 (LL) or 500 (HL) µmol/m/s in HS and TAP medium for 1 week starting from 5 × 105 cells/mL. Acronyms indicate chlorophyll (chl), total carotenoid (car), astaxanthin (asta), total ketocarotenoid (keto), neoxanthin (neo), violaxanthin (viola), zeaxanthin (zea) and β‐carotene (β car). Chlorophyll per cell is expressed as picograms (pg), and astaxanthin and ketocarotenoids as femtograms (fg). Single carotenoids are normalized to 100 chlorophylls molecules. Data are expressed as means ± SD (n = 4). Statistical analysis was performed for each growth conditions: values marked with the same letters do not differ significantly (P < 0.05).
Yield of astaxanthin in different growth conditions
Pigments accumulated in bkt and n2bkt lines were further analysed by high‐performance liquid chromatography (HPLC) to verify the accumulation of astaxanthin and other ketocarotenoids. HPLC chromatograms of UVM4 parental strain contain prominent peaks of chlorophylls a and b as well as of the carotenoids neoxanthin, violaxanthin, lutein and β‐carotene (Figure 3g). The transformed lines exhibit additional peaks (Figure 3g) due to the activity of the introduced CrBKT enzyme. The additional peaks present in HPLC chromatograms in transformed lines were thus analysed by mass spectroscopy (Figure S3, Table S2) identifying three astaxanthin isoforms (peaks 8, 9 and 10), which according to elution time and absorption spectra (Figure S4) can be tentatively attributed to 3S,3′S trans‐astaxanthin, 3S,3′S 9‐cis‐astaxanthin and 3S,3′S 13‐cis‐astaxanthin (Holtin et al., 2009; Yuan and Chen, 1997). Traces of other ketocarotenoids as adonirubin and canthaxanthin could also be identified by mass spectroscopy being eluted in peaks 11 and 12, respectively (Figure S3): canthaxanthin is produced by CrBKT using β‐carotene as substrate (Figure 1), while adonirubin is an intermediate being formed during hydroxylation of canthaxanthin to astaxanthin or by CrBKT using 3′OH‐echinenone as substrate (Ye et al., 2007). Other possible ketocarotenoids produced by CrBKT catalytic activity such as echinenone, 3′OH‐echinenone or adonixanthin could not be detected in bkt5 or n2bkt12 lines. In both parental strains, ketocarotenoids were never detected, while in bkt5 and n2bkt12 lines, they represent ~70% of the total cellular carotenoids, with astaxanthin as the major compound (Table 1). For all conditions tested with strain bkt5, reduced levels of other cellular carotenoids were observed. Violaxanthin underwent the most pronounced reduction of ~80%, and β‐carotene and neoxanthin were reduced by 65% and lutein 45%. Zeaxanthin was not decreased in bkt5 although the amount of this carotenoid was low even in the parental strain (Table 1). npq2 lines expressing CrBKT exhibited strong reductions in zeaxanthin and β‐carotene contents, being both substrates from CrBKT enzyme. In both, bkt and n2bkt lines, a clear decrease of the chlorophyll amount was evident with the strongest effect in autotrophy and high light conditions (in HS medium at 500 µmol/m2/s, Table 1) This result suggests that xanthophyll and β‐carotene reduction in favour of astaxanthin accumulation destabilize the chlorophyll content of photosynthetic complexes, similar to findings previously reported for H. lacustris (Mascia et al., 2017). The highest ketocarotenoid content per cell was detected in n2bkt lines grown in mixotrophy at 100 or 500 µmol/m2/s, while mixotrophic growth at 500 µmol/m2/s promoted the highest values in bkt lines (Table 1). To further measure productivity of mutants expressing CrBKT in different conditions, one line with the highest level of astaxanthin for each background, bkt5 and n2bkt12, was selected for astaxanthin productivity analysis in small‐scale (80 mL) airlift photobioreactors. These two strains were cultivated at different light regimes (100 and 500 µmol/m2/s), in autotrophy (HS medium) or mixotrophy (TAP medium) and bubbling with air or 3% CO2. These experiments were performed in a semi‐continuous manner, with harvesting and culture dilution when stationary phase was reached (Figure 4). The experiment was continued until three cycles of dilution were repeated and the productivity of astaxanthin and ketocarotenoids was quantified as mg of pigments per litre per day of culture. In general, for both strains, mixotrophy was found to result in higher productivities compared to autotrophy (Figure 4a–d). Supplying CO2 to the culture clearly increased the productivity in all the different conditions especially when acetate was present (Figure 4a–d). For example, bkt5 grown in TAP exhibited approximately double productivity rates of astaxanthin and ketocarotenoids when CO2 was added to TAP cultures at 500 and 1000 µmol/m2/s (Figure 4d). Light was observed to be important for the accumulation of astaxanthin in both bkt5 and n2bkt12 strains; overall, ketocarotenoid production increases were observed at 1000 µmol/m2/s compared to cells grown at 500 µmol/m2/s (Figure 4). The highest volumetric productivities obtained in these experiments were obtained for bkt5 grown in TAP at 1000 µmol/m2/s with CO2 which produced ~2.07 ± 0.13 mg astaxanthin/L/day and 3.21 ± 0.10 mg total ketocarotenoids/L/day. The productivities in mg/L/day observed for n2bkt12 were similar compared to the bkt5in these conditions (Figure 4d).
An additional experiment was performed in 600‐mL stirred flasks with TAP at 500 µmol/m2/s, in order to study the scalability of the productivity obtained with this mutant. The experiment was conducted for 3 weeks in continuous light (Figure 4e,f), and again, the productivity of astaxanthin and total ketocarotenoids was determined from the system during the cultivations (Figure 4g,h). Pigment productivities were quantified at every dilution, which was performed when the cells reached stationary phase. Both strains exhibited an adaption phase in the first days of growth in this system, followed by a phase where repetitive dilutions could be maintained for 3 weeks (Figure 4e,f). For strain bkt5, productivity values reached 3.88 ± 0.20 mg ketocarotenoids/L/day and 2.5 ± 0.18 mg astaxanthin/L/day (Figure 4g). A slower growth rate of n2bkt12 led to a lower overall yield of ketocarotenoids and astaxanthin (Figure 4h). Although n2bkt12 exhibited increased astaxanthin and ketocarotenoid productivity per cell, its slower growth rate hindered its competitiveness with the more rapid‐growing bkt line. Therefore, further productivity analyses focused only on bkt5.
The productivity of astaxanthin and ketocarotenoid of the bkt strain was further investigated in 80‐mL airlift photobioreactors using conditions of autotrophy or mixotrophy, in the presence of 3% CO2, and with increasing irradiance up to 3000 µmol/m/s (Figure 5). In autotrophy, astaxanthin accumulation was reduced when irradiance was increased past 500 µmol/m/s, yet total ketocarotenoid amounts increased, suggesting different carotenogenesis dynamics in very high light conditions (Figure 5). In mixotrophy, both astaxanthin and total ketocarotenoid accumulation were higher compared to autotrophy conditions and partitioning between these carotenoid types was largely conserved across all irradiances (Figure 5c). Astaxanthin and ketocarotenoid productivity was similar at the different irradiances under autotrophic conditions: ~1 mg astaxanthin/L/day and ~1.5 mg ketocarotenoids/L/day. Mixotrophy was found to yield 2.6−3.1 mg astaxanthin/L/day and 3.7–4.3 mg ketocarotenoid/L/day at irradiances between 1500 and 3000 µmol/m/s.
Extractability and bio‐accessibility of ketocarotenoids from cells
One of the limitations in natural astaxanthin production from H. lacustris microalgae is the difficulty of pigment extraction from the cells which is hindered by the tough cell wall of the aplanospore cysts. These walls also limit the bio‐accessibility of H. lacustris astaxanthin as they are largely resistant to digestion (Sommer et al., 1991). In order to evaluate a possible benefit in using C. reinhardtii for astaxanthin production over H. lacustris, the extractability of carotenoids from C. reinhardtii bkt5 cells and H. lacustris cysts was compared by treating cells with solvent (ethyl acetate) or with mineral oil, a generally recognized as safe (GRAS) agent (Figure 6). Extraction with dimethyl sulphoxide (DMSO) was also used as a control as it has been previously reported to be the most effective method for total pigment extraction from H. lacustris (Zhekisheva et al., 2002). Treating H. lacustris cells with either ethyl acetate or mineral oil gave an extremely low efficiency of astaxanthin extraction; less than 2% of total pigments could be extracted with these agents (Figure 6a,b). With C. reinhardtii bkt5, however, ethyl acetate extracted more than 93% of pigments from C. reinhardtii cells and the treatment with mineral oil extracted more than 80% of the carotenoids (Figure 6a,b). These experiments confirmed that extractability of pigments from the transformed C. reinhardtii cells is more readily achieved than from H. lacustris. Finally, the bio‐accessibility of astaxanthin produced in C. reinhardtii was compared to H. lacustris by simulating gastro‐intestinal digestion in vitro (Minekus et al., 2014; Figure 6b,c). Cells were treated with simulated digestion fluids containing buffered solutions and enzymes, that is pepsin for the gastric phase and pancreatin for the intestinal phase. After 3 h, almost no pigment was extracted from H. pluvialis cysts by this method, while more than 80% of the pigments were extracted from C. reinhardtii bkt5 (Figure 6b). These results indicate that cell wall‐deficient C. reinhardtii is a promising host organism for astaxanthin production as it is readily digestible and, consequently, the produced astaxanthin is more bio‐accessible.
Discussion
The green microalga C. reinhardtii does not naturally accumulate ketocarotenoids; however, a beta‐carotene ketolase (CrBKT) is found in its genome. CrBKT has been shown to catalyse the conversion of carotenes into ketocarotenoids when heterologous expression of this gene was performed in other organisms; however, this sequence shows almost no detectible expression in the algal host itself (Figure 1b). Compared to BKT from other organisms, the CrBKT contains a long peptide extension on its C‐terminus (Figure 1c), which appears to be an unfolded peptide region. Here, we took the CrBKT sequence and used our recently developed transgene optimization strategy (Baier et al., 2018b) to enable its re‐integration into the algal nuclear genome and overexpression. When CrBKT was expressed, it caused the green algal cells to noticeably change colour from green to red, indicating the conversion of carotenoids to ketocarotenoids, with astaxanthin representing a major component of these. Our overexpression strategy of CrBKT enzyme yielded better results compared to previous attempt where the BKT enzyme from H. lacustris expressed in C. reinhardtii: in the latter case indeed, only traces of ketocarotenoids as keto‐lutein or keto‐zeaxanthin were found (Leon et al., 2007). We found the best combination of fusion partners and targeting peptides to be a fusion of the native gene, including its chloroplast targeting peptide, with the PsaD chloroplast targeting peptide and replacement of the C‐terminal amino acid extension with a GSG‐linker and YFP reporter (Figure 2c). The 116 amino acid long C‐terminal extension of the CrBKT reduced overall astaxanthin productivity when included in expression constructs, however, did not completely abolish astaxanthin formation (Figure 2c). This suggests that the presence of this peptide alone is not responsible for its lack of expression in the algal host and that its low transcription rates likely play a larger role. Interestingly, the fusion of truncated BKT with YFP at the C‐terminus increased the production of ketocarotenoids (Figure 2c): likely, the presence of YFP at the C‐terminus somehow facilitates CrBKT protein folding and/or further stabilizes it, although further work is required to verify this hypothesis. As the presence of astaxanthin did not perturb growth rates of either UVM4‐bkt or npq2‐bkt expression strains, at least in the conditions tested here (Figure 3), it is unclear what advantage repression of this native gene has given to the algal host. It is possible that a condition could exist where it is expressed: indeed, Chlamydomonas nivalis, a relative of C. reinhardtii, is known to produce astaxanthin as a photoprotective pigment under variable high light conditions on snow (Rezanka et al., 2008). However, we did not find a condition where this gene was expressed to notable levels (based on FPKM) in the transcriptome databases investigated here (Figure 1b). Due to the very low rates of transcription, and the clear lack of ketocarotenoids in C. reinhardtii, we have called CrBKT a pseudogene in this work.
Astaxanthin biosynthesis requires both a ketolase (BKT) and a hydroxylase (CHYB; Figure 1a). A CHYB gene is present in the nuclear genome of C. reinhardtii (Cre04.g215050) and it is expressed, even if to a lower extent compared to other genes related to carotenoid biosynthesis (Figure 1) (Lohr et al., 2005). Re‐insertion of only CrBKT into the nuclear genome of C. reinhardtii allowed the synthesis of high amounts of astaxanthin and other ketocarotenoids that normally do not accumulate in this organism (Figure 2). In contrast to previous work (Zheng et al., 2014), the overexpression of CrBKT alone was sufficient to induce ketocarotenoid formation in C. reinhardtii: these findings indicate that the native CrCHYB is highly functional and able to participate in ketocarotenoid biosynthesis. When CrBKT was overexpressed in the alga, astaxanthin became the major carotenoid (up to 50% of total carotenoids) with ketocarotenoids corresponding to ~70% of total carotenoids (Table 1). As the major substrate of CrBKT is zeaxanthin, CrBKT overexpression was also attempted in the npq2 mutant, which is deficient in the zeaxanthin epoxidase and accumulates this as a terminal carotenoid (Niyogi et al., 1997b). Indeed, astaxanthin accumulation per cell was higher in npq2 than UVM4‐derived bkt lines (Table 1). However, npq2 exhibits a slower growth rate than UVM4 (Figure 3), and although the growth was not affected by the presence of astaxanthin, overall volumetric productivities were higher with faster‐growing UVM4‐derived bkt lines (Figure 4).
The bkt mutants show a strong reduction of chlorophyll content of ~80% with respect to the parental line although remain photosynthetically active (Table 1, Figures 3b and 4). The xanthophylls lutein, violaxanthin and neoxanthin are ligands for the photosystem antenna subunits; β‐carotene is a ligand for both photosystem core complexes and antenna, while astaxanthin, in H. lacustris, is manly accumulated as a free form in the membrane, although it has been reported to bind photosystems (Mascia et al., 2017). In a photosynthetic cell, the absence of carotenoids hinders photosystem assembly and reduces chlorophyll content (Cazzaniga et al., 2016). It is possible that by rapidly converting carotenoids into ketocarotenoids, photosystem assembly is hindered, and lower chlorophyll amounts accumulate in the algal cell. Another possible reason for the observed decrease of chlorophyll contents in cells expressing CrBKT could be that photosynthetic complexes, assembled without proper carotenoids, generate more ROS that damage photosynthetic membrane (Cazzaniga et al., 2016); however, this hypothesis is less probable as no perturbation in growth rates were observed. In addition, high light intensities were tolerated by cells, and ketocarotenoids exhibit high antioxidant capacities which would likely protect membranes from ROS damage. In engineered plants, strains with an almost complete conversion of carotenoid to ketocarotenoids have been generated and showed slower growth rates, reduced photosynthetic parameters and increased photoinhibition (Fujii et al., 2016; Hasunuma et al., 2008; Zhong et al., 2011). In C. reinhardtii bkt expression strains, ~30% of standard carotenoid and ~10%–20% of the standard chlorophyll were left in engineered strains and seemingly were enough to enable light energy absorption needed photosynthetic growth. The reddish‐brown phenotype (Figure 3a) of bkt transformants could be interesting for industrial application, as they are characterized by a decreased chlorophyll content which may allow better light penetration into dense algal cultures. Indeed, reduced antennae and chlorophyll containing phenotypes have previously been reported to promote increased algal culture productivity (Cazzaniga et al., 2014; Melis, 2009).
Haematococcus pluvialis is currently considered the best natural source and the main commercial producing organism for astaxanthin as this alga can accumulate up to 4% of its dry weight as astaxanthin (Boussiba and Vonshak, 1991). Although C. reinhardtii strains presented in this work accumulate ketocarotenoids up to only 0.2% of their biomass, by investigating even minimal optimization of growth conditions, productivities of ketocarotenoids and astaxanthin could be reached up to 4.3 and 3.1 mg/L/day, respectively, when cells were grown in mixotrophy at irradiance 3000 µmol/m2/s bubbling 3% of CO2. Chlamydomonas reinhardtii bkt5reached high productivity even in autotrophic conditions, bubbling 3% of CO2, with ketocarotenoids and astaxanthin productivity of ~1.5 and ~1.0 mg/L/day, respectively, at irradiances between 1000 and 3000 µmol/m2/s. Due to the need of a two‐phase growth and astaxanthin induction, as well as a strong recalcitrant cell wall of astaxanthin containing aplanospores, the yield of astaxanthin from H. lacustris has been reported from 0.12 to 15 mg/L/day (Lopez et al., 2006; Park et al., 2014). Therefore, ketocarotenoid production for C. reinhardtii bkt mutants is within the same range of that of H. lacustris, however, requiring significantly fewer process parameters or extraction techniques, enabling also semi‐continuous or continuous production processes. Indeed, stable productivity of up to 3.88 mg ketocarotenoids/L/day and 2.5 mg astaxanthin/L/day was reached when C. reinhardtii bkt5 cells were cultivated in semi‐continuous mode (Figure 4). Further optimization of C. reinhardtii cultivation, for example in higher‐density reactor concepts, will likely improve this efficiency.
Different techniques have been developed to disrupt H. lacustris cell walls and recover astaxanthin; these involve mechanical processes like high pressure or bead milling as well as the use of solvents, supercritical carbon dioxide or enzymatic digestion (Shah et al., 2016). All these procedures increase the cost of astaxanthin bio‐production processes and exhibit a variable range of extraction efficiencies. Chlamydomonas reinhardtii strains commonly used for transformation and expression experiments generally lack cell walls. These strains still produce cell wall proteins; however, they are not able to assemble them on the cell surface and the proteinaceous wall proteins are instead secreted into the culture medium (Baier et al., 2018a). Here, we used the UVM4 strain which is a derivative of the cw15 line of cell wall‐deficient mutants (Neupert et al., 2009). Due to the reduced cell wall, this strain is readily disrupted, enhancing the relative ease of pigment extraction from bkt expression lines. Astaxanthin extractability of H. lacustris aplanospores using ethyl acetate or mineral oil was below 1%, while pigments in C. reinhardtii bkt lines could be completely extracted under similar conditions (Figure 6). This increased extractability also means that pigments within engineered C. reinhardtii are more bio‐accessible, as the cyst state of astaxanthin containing H. lacustris may not be readily digested in target organisms (fish, livestock or humans). In vitro simulated digestion showed enhanced pigment extraction from C. reinhardtii bkt5 compared to H. lacustris, indicating the engineered alga could be used directly in aquaculture and nutraceutical feed, without the need for prior pigment extraction (Figure 6b). It has been previously reported that astaxanthin produced in maize could be delivered to trout fillet when extracted in ethanol and vegetal oil, even if zeaxanthin and keto‐zeaxanthin were preferentially absorbed in the fish fillet (Breitenbach et al., 2016). Direct use of algal biomass as a source of ketocarotenoid pigments for livestock and aquaculture could also benefit the quality of pigments delivered to these organisms as storage of carotenoids can lead to their degradation or oxidation. Further experimental work is required to investigate the possibility of using C. reinhardtiicells overexpressing BKT as a feed supplement.
Given it only requires the overexpression of a single ketolase to generate constitutive astaxanthin and ketocarotenoid generation in C. reinhardtii, it will likely be possible to transfer this biosynthesis rapidly into other more industrially cultivated algal strains. For example, certain Chlorella species have demonstrated robust outdoor growth, or the genetically amenable Nannochloropsis sp. may be alternatives where the production of astaxanthin can be scaled in existing infrastructures (Liu et al., 2014; Lubián et al., 2000). However, both of these algae also exhibit robust cell walls, which may limit overall process productivity. Indeed, C. reinhardtii has been shown amenable to scale up in airlift bioreactors even under outdoor conditions (Lauersen, 2018) and it may be that cultivation of cell wall‐deficient astaxanthin producing C. reinhardtii presents the best case of rapid growth and ease of pigment extractability. Moreover, additional biotechnological modifications can be attempted in C. reinhardtii in order to further boost carotenogenesis and astaxanthin productivity (Morikawa et al., 2018). Given the robust activity of the CrBKT, it may be likely that further customizations of the carotenoid biosynthesis can be readily achieved in this alga. Future engineering targets may seek to use existing carotenoids, or these new populations of ketocarotenoids, as even further targets for bioengineering optimization in this versatile algal host.
Experimental procedures
Algal cultivation and strain maintenance
Chlamydomonas reinhardtii strain UVM4 wasgraciously provided by Prof. Dr. Ralph Bock, and npq2 (CC‐4101) was obtained by Chlamydomonas Resource Center (https://www.chlamycollection.org). Both strains were maintained on TAP agar plates or in liquid shake flasks at 25 °C with 100–150 µmol photons/m2/s of continuous white light. Growth tests were conducted using different systems: shaking flasks, stirring flasks or Multi‐Cultivator MC‐1000 (Photon Systems Instruments, Drasov, Czech Republic). Temperature was controlled to 25 °C, while light intensities were varied as indicated in the text. Tris‐acetate‐phosphate (TAP) or high‐salt (HS) minimal media were used for mixotrophic or photoautotrophic conditions, respectively, as described in the text (Harris and Harris, 2008). Haematococcus lacustris strain K‐0084 was obtained from Scandinavian Culture Collection of Algae & Protozoa and cultivated on BG‐11 medium as previously described (Scibilia et al., 2015b).
Design and cloning of expression cassettes
The CrBKT (AY860820.1) found within the genome of C. reinhardtii was synthetically redesigned with codon optimization and intron spreading as recently described (Baier et al., 2018b). The synthetic optimized CrBKT gene coding sequence (CDS) was deprived of the last 345 bp and cloned into pOpt2_PsaD_mVenus_Paro vector (Wichmann et al., 2018) to generate a protein which contains the C. reinhardtii photosystem I reaction centre subunit II (PsaD) chloroplast targeting peptide and a C‐terminal mVenus (YFP) fusion. Variations on this construct were generated by successive cloning within the pOpt2_PsaD_CrBKT_YFP_Paro vector as described in the text. For subcellular localization determination mediated of the BKT N‐terminal chloroplast targeting peptide, 102 and 120 bp from the 5′ region of the BKT coding for its N‐terminus was amplified and cloned into NdeI‐BglII sites of the pOpt2_PsaD_BKT_YFP_Paro. Additional details about design and cloning of expression cassettes can be found in Methods S1.
Chlamydomonas reinhardtii transformation and mutant screening
Nuclear transformation was carried out by glass bead agitation as previously described (Kindle, 1990) using 10 μg of linearized plasmid DNA. Selection of transformants was done on TAP agar plates supplied by paromomycin (10 mg/L) for 5–7 days. Expressing colonies were pre‐screened visually for red coloration before further quantification.
Fluorescence microscopy localization
Yellow fluorescent protein fluorescence imaging was performed as previously described (Lauersen et al., 2016).
Growth analysis
Parameters used for monitor growth were cell density and cell dry mass. Cell densities were measured using Countess II FL Automated Cell Counter (Thermo Fisher Scientific, Waltham, Massachusetts). Dry biomass was evaluated by overnight lyophilization of washed cell pellets and gravimetric determination.
Pigment analyses
Pigments were extracted from intact cells using 80% acetone buffered with Na2CO3 and analysed by absorption spectra followed by curve fitting or by reverse‐phase HPLC. Absorption spectra were measured with Jasco V‐550 UV/VIS spectrophotometer as described in Cinque et al. (2000). Spectra were fitted as described in Croce et al. (2002) introducing in the fitting method the astaxanthin absorption form in acetone 80%: considering the similar absorption of astaxanthin and canthaxanthin, the results obtained by fitting of pigment extracts absorption spectra were considered as representative to total ketocarotenoids. Reverse‐phase HPLC was conducted as described in Lagarde et al. (2000) and Scibilia et al. (2015a). HPLC system equipped with a C18 column using a 15‐min gradient of ethyl acetate (0%–100%) in acetonitrile–water–triethylamine (9 : 1 : 0.01, vol/vol/vol) at a flow rate of 1.5 mL/min was used. Pigment detection was conducted with a Thermo Fisher 350–750 nm diode array detector. Ketocarotenoid peaks were identified by comparing retention times and spectra to commercially available standards (CaroteNature GmbH, Münsingen, Switzerland). Different astaxanthin isomers were identified according to literature (Holtin et al., 2009; Yuan and Chen, 1997).
For LC mass spectroscopy measurements, single peaks were collected from HPLC separation. Sample were dried and resuspended in acetonitrile and loaded on HPLC 1260 (Agilent Technologies, Waldbronn, Germany) in tandem with a QTOF mass spectrometer was used for the analysis. The QTOF‐MS was implemented with an electrospray ion source with Agilent Jet Stream technology operating in positive ionization mode. Data acquisition was performed in full scan mode in the mass range of 200–1000 m/z.
Extractability and simulated digestion of ketocarotenoids in Haematococcus lacustris and Chlamydomonas reinhardtii
Same weight of dried cells of H. lacustris and bkt5 were resuspended in water and treated with ethyl acetate or mineral oil for 20 min at room temperature and subsequently subject to centrifugation. Extracted pigments present in the supernatant were recovered, and spectra were recorded to determine relative extractability. Treatment was repeated once for ethyl acetate and three times for mineral oil. The simulate digestion was performed following the protocol described by Minekus et al. (2014) with some modification. 0.1 g of freeze‐dried cells (LIO‐5P, five pascal) were resuspended in 1 mL of simulated gastric fluid and stirred for 1 h at 37 °C, and then, 2 mL of simulated intestinal fluid was added to the samples. After further 2 h at as above, samples were centrifuged for 3 min at 3000 g to pellet intact cells and isolate the supernatant digested fraction. Pigments were extracted with acetone from the digested fraction and spectra recorded.
Conflict of interest
The authors declare no conflict of interest.
Author contributions
M.B. conceived the work. M.B., L.W. and K.J.L supervised experiments. F.P. performed or contributed to all the experiments herein reported. S.C. contributed to experiments reported in Table 1, Figures 3, 4, 5, 6 and Figures S2–S4. K.J.L, L.W. and T.B. designed strategies for BKT overexpression in C. reinhardtii and contributed to generation and selection of overexpressing C. reinhardtii strains. G.Z. and F.Z. contributed to experiments reported in Figure 6. S.C. and M.B. wrote the manuscript with contributions from all the authors. All the authors discussed the results, contributed to data interpretation and commented on the manuscript.
Supporting information
Acknowledgements
The authors would like to acknowledge support of the technology platform and infrastructure at the Center for Biotechnology (CeBiTec) of Bielefeld University (T.B., K.J.L., L.W.). The research was supported by the ERC Starting Grant SOLENALGAE (679814) to M.B. We thank the Centro Piattaforme Tecnologiche for providing access to the core facilities of University of Verona.
Perozeni, F. , Cazzaniga, S. , Baier, T. , Zanoni, F. , Zoccatelli, G. , Lauersen, K. J. , Wobbe, L. and Ballottari, M. (2020) Turning a green alga red: engineering astaxanthin biosynthesis by intragenic pseudogene revival in Chlamydomonas reinhardtii . Plant Biotechnol. J., 10.1111/pbi.13364
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