Abstract
Although Phaeodactylum tricornutum is gaining importance in plant molecular farming for the production of high-value molecules such as monoclonal antibodies, little is currently known about key cell metabolism occurring in this diatom such as protein glycosylation. For example, incorporation of fucose residues in the glycans N-linked to protein in P. tricornutum is questionable. Indeed, such epitope has previously been found on N-glycans of endogenous glycoproteins in P. tricornutum. Meanwhile, the potential immunogenicity of the α(1,3)-fucose epitope present on plant-derived biopharmaceuticals is still a matter of debate. In this paper, we have studied molecular actors potentially involved in the fucosylation of the glycoproteins in P. tricornutum. Based on sequence similarities, we have identified a putative P. tricornutum GDP-L-fucose transporter and three fucosyltransferase (FuT) candidates. The putative P. tricornutum GDP-L-fucose transporter coding sequence was expressed in the Chinese Hamster Ovary (CHO)-gmt5 mutant lacking its endogenous GDP-L-fucose transporter activity. We show that the P. tricornutum transporter is able to rescue the fucosylation of proteins in this CHO-gmt5 mutant cell line, thus demonstrating the functional activity of the diatom transporter and its appropriate Golgi localization. In addition, we overexpressed one of the three FuT candidates, namely the FuT54599, in P. tricornutum and investigated its localization within Golgi stacks of the diatom. Our findings show that overexpression of the FuT54599 leads to a significant increase of the α(1,3)-fucosylation of the diatom endogenous glycoproteins.
Keywords: diatom, fucosylation, nucleotide-sugar transporter, Phaeodactylum tricornutum, glycosylation, Golgi apparatus, fucosyltransferase, biopharmaceuticals
Introduction
Diatoms are marine organisms that represent one of the most important source of biomass in the ocean (Nelson et al., 1995; Raven and Waite, 2004; Bowler et al., 2008). There has been a surge in developing the use of diatoms as a source of bioactive compounds in the food and cosmetic industries (Spolaore et al., 2006; Mata et al., 2010; Cadoret et al., 2012). In addition, the potential of diatoms such as Phaeodactylum tricornutum (P. tricornutum) as solar-powered cell factories for the production of biopharmaceuticals has been demonstrated (Mathieu-Rivet et al., 2014; Hempel and Maier, 2016). For instance, P. tricornutum has been used to produce monoclonal antibodies (mAbs) (Hempel et al., 2011, 2017; Hempel and Maier, 2012). These alga-made mAbs are either directed against the highly pathogenic Marburg virus, which belongs to the same family as Ebola virus (Hempel et al., 2017) or the Hepatitis B virus surface antigen (Hempel et al., 2011; Hempel and Maier, 2012). Both recombinant mAbs produced in P. tricornutum were demonstrated to be able to recognize and bind their respective antigen. In addition, the mAb directed against the Hepatitis B was demonstrated to be of good quality, homogenous and glycosylated with oligomannosides (Vanier et al., 2015). This mAb is also able to bind to human Fcγ receptors (FcγRI and FcγRIIIa in particular) which suggests that it could be efficiently used in human immunotherapy to induce phagocytosis and antibody dependent cell-mediated cytotoxicity response (Vanier et al., 2018). Such therapeutic application represents currently a multimillion dollar market sales (Walsh, 2014). However, when compared to a human IgG1 used as a control, affinity of the diatom-made mAb is 4.5-fold lower than the one of the human IgG1 for FcγRI and three-times higher for FcγRIIIa. Such differences in kinetics and affinity are due to N-glycosylation variance (Vanier et al., 2018). Therefore, it would be necessary in the future to engineer the N-glycosylation of diatom-produced mAb to favor the presence of complex-type and fine-tuned N-glycans as it is well established that glycosylation of mAbs and biopharmaceuticals in general influences their biological functionality and efficacy (Lingg et al., 2012; Buettner et al., 2018; Mimura et al., 2018).
In this context, production of therapeutic proteins dedicated to human therapy in P. tricornutum requires a comprehensive understanding of the glycosylation biosynthesis that operates in the diatom. For instance, fucosylation of glycans N-linked to biopharmaceuticals produced in P. tricornutum is questionable. Indeed, glycosylation analysis of endogenous proteins demonstrated the presence of paucimannosidic glycans bearing an α(1,3)-fucose (Baïet et al., 2011). Moreover, putative immunogenicity of proteins produced in plants has been reported to be due to α(1,3)-fucose epitopes introduced by the plant expression system (Wilson et al., 1998; Bardor et al., 2003; Scha ahs et al., 2007). Such glyco-epitopes are absent in mammalian cells and thus could be immunogenic when proteins carrying such decorations are injected into mammals (van Beers and Bardor, 2012). This question is still a matter of debate. Indeed, previous study demonstrated the presence of antibodies raised against plant α(1,3)-fucose in 25% of non-allergic blood donors over 53 sera (Bardor et al., 2003). Another study reporting a phase I clinical trial for a plant-derived vaccine demonstrated that only 7 out of 48 volunteers (14.6%) had detectable amount of IgG directed against plant N-glycans including the α(1,3)-fucose epitope (Landry et al., 2010). More recently, Ward et al. (2014) reported that 19.2% of the subjects were positive for IgG antibodies directed against plant glyco-epitopes prior to vaccination and that 34% of the vaccinated volunteers developed IgG, and eventually IgE responses to plant glyco-epitopes after vaccination, even if no allergic/hypersensitivity response was observed. Recently, the taliglucerase alpha, the first plant cell-expressed biotherapeutic was approved on the market and is currently used for Enzyme Replacement Therapy to treat Gaucher Disease (Fox, 2012). This approved biopharmaceutical is a glycoprotein bearing as a major exposed glycan (representing more than 90% of the glycoforms) a paucimannosidic N-glycans substituted by an α(1,3)-fucose and a β(1,2)-xylose (Shaaltiel et al., 2007; Tekoah et al., 2013). In a Phase I clinical trial in healthy human volunteers, the injection of the taliglucerase alpha did not induce obvious adverse side effects that could be attributed to the plant N-glycan glyco-epitopes (Aviezer et al., 2009; Rup et al., 2017).
Fucosylation of glycoproteins requires the cytosolic biosynthesis of GDP-L-fucose and its import into the Golgi cisternae prior to its transfer onto the glycoproteins through the action of Golgi-localized fucosyltransferases (FuT). As mentioned earlier, biochemical investigation of the protein N-glycosylation in P. tricornutum has demonstrated that endogenous proteins carry mainly oligomannosides and little amount of paucimannosidic-type N-glycans carrying a fucose residue α(1,3)-linked to the proximal N-acetylglucosamine (GlcNAc) residue (Baïet et al., 2011). Moreover, three putative FuT have been predicted in the genome of P. tricornutum (Baïet et al., 2011; Mathieu-Rivet et al., 2014). In the present paper, we report on the characterization of molecular actors involved in the fucosylation of glycans N-linked to P. tricornutum proteins. This includes, in addition to the FuT candidates, the identification of a sequence encoding homolog of a putative GDP-L-fucose transporter (PtGFT). The later has been cloned and expressed in the Chinese Hamster Ovary (CHO)-gmt5 mutant cell line, a mammalian cell line deficient in GDP-L-fucose transporter activity (Zhang et al., 2012; Haryadi et al., 2013). We show that PtGFT is able to rescue the fucosylation of proteins in the CHO-gmt5 mutant cell line, thus demonstrating the functional activity of the diatom transporter. To the best of our knowledge, PtGFT represents the first microalgae nucleotide-sugar transporter to be functionally characterized so far. Moreover, we demonstrate that FuT54599 (encoded by the Phatr3_J54599 gene) candidate is localized in the Golgi apparatus in P. tricornutum. Finally, we found that overexpression of the FuT54599 leads to an increase of the α(1,3)-fucosylation of the endogenous glycoproteins from P. tricornutum.
Materials and Methods
Culture of P. tricornutum
The P. tricornutum strain Pt1.8.6 (CCAP1055/1) was grown in reconstituted artificial seawater (AQUARIUM SYSTEMS Instant Ocean) enriched with Conway medium containing 80 mg.L−1 of sodium metasilicate (Na2SiO3), at 19 ± 1°C as described previously in Ovide et al., 2018. The culture were grown under a 16 h/8 h light/night cycle (280–350 μmol photons m−2⋅s−1) and agitation at 150 rpm.
Phaeodactylum tricornutum cells expressing the V5-tagged FuT54599 or the V5-tagged GnT I were grown in F/2 medium containing 1,5 mM NH4Cl as nitrogen source and no sodium metasilicate, under a 16 h/8 h light/night cycle (280–350 μmol photons m−2⋅s−1) and agitation at 150 rpm for the first 4 days at 19 ± 1°C and then under continuous illumination (280–350 μmol photons m−2⋅s−1) for the next 5 days at 23°C ± 1°C. Liquid cultures were grown with a 150 rpm agitation in a volume of 150 mL. For the expression of the V5-tagged glycosyltransferases, cells were induced at day 6 by transferring cells in a fresh F/2 medium containing 0.9 mM NaNO3 as nitrogen source according to (Hempel and Maier, 2012).
Monosaccharide Composition Analysis of P. tricornutum Fractions
Phaeodactylum tricornutum cell pellets were resuspended in 70% ethanol with lysing beads (D-matrix lysing tubes, MP Biomedicals®) and ground for 6 cycles during 30 s at 6.5 m.s−1 in a FastPrep-24TM homogenizer (MP Biomedicals®). Crushed cells were incubated at 70°C for an hour. Extractions were then performed to remove lipids from the cell wall fraction. Briefly, the residues were extracted once with methanol: chloroform (1: 1 v/v), then with acetone at room temperature under agitation. Residues were dried under pure air flush. The monosaccharide composition of this alcohol insoluble residue (AIR) was analyzed by gas chromatography coupled to a Flame Ionization Detector spiking inositol as an internal standard as described previously (Louvet et al., 2011). One mg of each fraction was hydrolyzed in 2 M trifluoroacetic acid during 2 h at 110°C. Trifluoroacetic acid was washed twice with a 50% iso-propanol: water solution. The released monosaccharides were converted to their O-methylglycosides by incubation in 1 M methanolic HCl at 80°C overnight (Moore et al., 2006). After evaporation of methanol and HCl, the methyl-glycosides were resuspended in 200 μL of a methanol: pyridine mixture (4: 1 v/v) then submitted to a re-N-acetylation reaction by adding 50 μL of pure Acetic Anhydride and incubated for 1 h at 110°C. Re-N-acetylated samples, after evaporation of reagents were then converted into their trimethylsilyl derivatives by heating the samples for 20 min at 110°C in hexamethyldisilizane: trimethylchlorosilane: pyridine (3: 1: 9 v/v/v). After evaporation of the reagent, the samples were washed twice and finally suspended in 1 mL of cyclohexane before being injected in a CP-Sil 5 CB column (Agilent Technologies, United States). Data were integrated with the GC Star Workstation software (Varian/Agilent Technologies, United States). A temperature program (3 min at 40°C; up to 160°C at 15° min−1; up to 220°C at 1.5° min−1; up to 280°C at 20° min−1; 3 min at 280°C) was optimized for the separation of the most common cell wall monosaccharides. The GC-FID analyses were ran in triplicate on extracts isolated from 4 independent cell cultures.
Bioinformatic Analyses
Database Search, Protein Sequences Alignments and Phylogenetic Analysis
Search for putative P. tricornutum GFT coding sequences was carried out by BlastP (2.2.28) searches (Altschul et al., 1997) in the sequence data of P. tricornutum in the Ensembl Protists database (release 40 – July 2018 EMBL-EBI). The topology of the potential PtGFT was predicted using the TMHMM (Sonnhammer et al., 1998) and Phoebius (Käll et al., 2004) tools.
Comparison of the protein sequences of various eukaryotic GFT was performed using the MUSCLE program (Edgar, 2004). This includes sequences of GFT which has been already functionally characterized (Luhn et al., 2001, 2004; Geisler et al., 2012; Peterson et al., 2013; Rautengarten et al., 2016) such as the one from Homo sapiens (NP_060859.4; SLC35C1 gene), Mus musculus (NP_997597.1; SLC35C1 gene), Cricetulus griseus (NP_001233737.1; SLC35C1 gene), Caenorhabditis elegans (NP_001263841.1; nstp-10 gene), Drosophila melanogaster (NP_649782.1; Dm_Gfr gene and Arabidopsis thaliana (NP_197498.1; At5g19980 (GFT1/GONST4) genes.
Structure analysis of the putative P. tricornutum FuT and various characterized FuT from plant and invertebrates was done by using the NCBI Conserved Domain Database (Marchler-Bauer et al., 2017) and Pfam database (El-Gebali et al., 2019) tools. Comparison of the amino acid sequences corresponding to the Glyco_Transf_10 domains described in the NCBI Conserved Domain Database was carried out by the T-coffee web server1 (Di Tommaso et al., 2011).
A phylogenetic tree was built with the GOLGI-LOCALIZED NUCLEOTIDE SUGAR TRANSPORTER GONST1, GONST2, GONST3, and GFT1/GONST4 amino acids sequences of A. thaliana (At2g13650, At1g07290, At1g76340, and At5g19980 genes), respectively (Baldwin et al., 2001; Handford et al., 2004; Mortimer et al., 2013), the P. tricornutum coding sequences corresponding to the Phatr3_J43174, Phatr3_J45630, and Phatr3_J9609 genes, similar to the GONST sequences and the functionally characterized animal GDP-L-fucose transporters from H. sapiens (NP_060859.4, SLC35C1_GDP-fucose transporter 1 isoform a), C. elegans (NP_001263841.1, GDP-fucose transporter), D. melanogaster (NP_649782.1, Gfr) and also the H. sapiens SLC35C2 (NP_001268386, solute carrier family 35 member C2 isoform d). The phylogenetic tree was drawn using the Phylogeny.fr platform (Dereeper et al., 2008, 2010) using the “One click” mode. The analysis used follow three steps: (i) complete sequences were aligned with MUSCLE 3.8.31 (Edgar, 2004); (ii) ambiguous regions (i.e., containing gaps and/or poorly aligned) were removed with Gblocks (v0.91b) (Castresana, 2000); and (iii) the phylogenetic tree was built using the maximum likelihood method implemented in the PhyML program (v3.0 aLRT) (Guindon et al., 2010). Graphical representation and edition of the phylogenetic tree were performed with TreeDyn (v198.3) (Chevenet et al., 2006). Finally, the phylogenetic tree viewer PhyD3 was used to finalize the figure2 (Kreft et al., 2017).
Cloning of the V5-Tagged FuT54599 and the GnT I Coding Sequences for Overexpression
The GnT I-V5 insert was obtained from a plasmid construct containing the GnT I coding sequence (GenBank: HM775384.1) fused to the V5-tag of the pcDNA3.1/V5-His-TOPO vector (described in Baïet et al., 2011) by PCR amplification with the PhusionTM high-fidelity DNA polymerase (Finnzymes) and the following forward primer 5′-CAATTGATGCGGTTGTGGAAACG-3′ and reverse primer 5′-GGATCCTCTTTTCGGTGACGGAA-3′. After purification, the PCR product was cloned in the pJET1.2/blunt (Thermo Fisher), verified by Sanger sequencing and then inserted as a MunI- BamHI restriction fragment in the pPha-NR expression vector (GenBank accession number: JN180663) digested with the EcoRI and HindIII restriction enzymes (Thermo Scientific). Transformation of P. tricornutum Pt1.8.6 cells was done by biolistic as described by Hempel and Maier (2012). The positive transformants were selected by PCR analysis as described below. The cloning of the V5-tagged-FuT54599 sequence in the pPha-NR vector was carried out by the same way excepted that the V5-tagged-FuT54599 was obtained by gene synthesis (according to the genomic sequence of the Phatr3_J54599 gene, GeneCust). The primers used to retrieve the V5-tagged-FuT54599 insert by PCR amplification were 5′-GAGCTCATGTCACTTCGCAAG-3′(forward) and 5′-AAGCTTACGTAGAATCGAGACCGAGGAGA-3′ (reverse). Finally, the FuT54599-V5 coding sequence was inserted in the pPha-NR as a SacI-HindIII restriction fragment before transforming P. tricornutum cells.
PCR and RT-PCR Analysis
For DNA or RNA isolations, sub-culturing of P. tricornutum cells was conducted in two 500 mL Erlenmeyer flasks containing 200 mL of sterilized fresh medium. At steady state (1 × 108 cells.mL−1), the cells were pelleted by centrifugation at 4,500 g during 10 min, at 4°C and then resuspended in 1 mL of NucleoZOL (Macherey-Nagel, GmbH & Co. KG, Düren, Germany) for RNA isolation or in the lysis buffer PL1 (Macherey-Nagel) for DNA extraction. Then, samples were transferred in lysing matrix E, 2 mL tubes (MP Biomedicals®), immediately frozen in liquid nitrogen and stored at −80°C until purification. Cell lysis was carried out by using the FastPrep-24TM homogenizer (MP Biomedicals®) for 4 cycles of 30 s, at 6.5 m.s−1. Then, after 5 min of incubation at room temperature and a centrifugation step of 5 min at 12,000 g, the supernatant was recovered and transferred to a new 2 mL tube. Genomic DNA was purified with the Nucleospin Plant II kit (Macherey-Nagel) according to the manufacturer’s instructions. Total RNA was isolated using a combination of the NucleoZOL reagent method (Macherey-Nagel) for the extraction and the NucleoSpin RNA Plus kit (Macherey-Nagel) for purification following the supplier’s instructions. After DNase treatment with the TURBO DNA-freeTM Kit (InvitrogenTM), the first-strand cDNA was synthetized from 2 μg of RNA using the High-Capacity cDNA Reverse Transcription Kit with RNase Inhibitor (Applied BiosystemsTM).
The PCR reactions were prepared according to the GoTaq® G2 DNA Polymerase protocol (Promega) in a total volume of 20 μL. A 2 μL aliquot of a 1:10 dilution of gDNA or cDNA was added to the mixture and, in parallel, a reaction with 2 μL of water was prepared as a negative control. PCR was performed in a Veriti Thermal Cycler (Applied BiosystemsTM) using a 3 steps program as follow: 5 min of initial denaturation at 95°C, followed by 35 cycles of 30 s for denaturation at 95°C, 30 s for annealing at 60°C, 30 s for extension at 72°C and a final elongation for 5 min at 72°C. A 14 μl aliquot of the PCR reaction was analyzed on a 1.8% agarose gel stained with SafeViewTM (ABM) to reveal the amplified products.
A primer pair specific to the putative PtGFT and allowing to distinguish the cDNA and DNA sequences was designed with the Primer-Blast program (Ye et al., 2012) using the nucleotide sequence NCBI accession number XM_002177440.1 as the template. The forward primer 5′-TTGTCGGGCATCTTCTGGTC-3′ and the reverse primer 5′-GACGAATTCCCAGGCACGTA-3′ were used in this work.
To screen the P. tricornutum cells transformed with the V5-tagged GnT I coding sequence by PCR amplification of DNA, the same primer pair as the one used for retrieving the sequence from the pcDNA3.1/V5-His-TOPO vector (described in the section “Cloning of the V5-Tagged FuT54599 and the GnT I Coding Sequences for Overexpression” of the Materials and Methods) was chosen.
For the screening of the P. tricornutum transformants expressing the Phatr3_J54599 gene fused to a 3′ V5-Tag a forward primer specific to the FuT54599 coding sequence (5′-GCCAGGCCAATTATAGTCGC-3′) was used in combination with a reverse primer specific to the V5-tag (5′-GACCGAGGAGAGGGTTAGGG-3′).
Complementation of the CHO-gmt5 Line
The coding sequence of the candidate PtGFT was used to prepare a DNA construct in the pcDNATM3.1(+) Mammalian Expression Vector (Invitrogen, Life Technologies). The PtGFT coding sequence from the NCBI accession no. XM_002177440.1 (nucleotides 39–1121) in fusion with the nucleotide sequence encoding a HA-tag at its 5′ end and a “GCCACC” Kozak sequence was obtained by gene synthesis and then cloned as a HindIII-XhoI fragment in the pcDNATM3.1(+).plasmid. The synthetic DNA sequence is registered under the NCBI accession number KT737477. Transient expression of PtGFT gene in CHO-gmt5 cell line, immunodetection of proteins and affinostaining with Aleuria Aurantia Lectin (AAL), were carried out as previously reported in Zhang et al. (2012).
N-Glycan Profiling of CHO-gmt5 Proteins
1 × 107 CHO cells at the mid-exponential phase (day 4) were harvested, washed 3 times with PBS 1X and resuspended in 1 mL of extraction buffer (25 mM Tris, 150 mM NaCl, 5 mM EDTA, 1% CHAPS, pH 7.4) prior to sonication for 15 min. The samples were then centrifuged at 500 g for 10 min. The supernatant was saved whereas the pellet was extracted a second time using 500 μL of the same extraction buffer. The second supernatant was pooled with the previous one before dialyzing against 4 × 1 L of 50 mM ammonium bicarbonate, pH 8.5 at 4°C for 24 h using 7000 MWCO dialysis cassette. After 24 h of dialysis, the sample was transferred to a 7 mL Teflon-lined capped amber glass vial. 2 mL of 50 mM Tris-HCl, pH 8.5 containing 2 mg.mL−1 of dithiothreitol was added to the sample. After homogenization, the sample was incubated in the dark at 37°C for 1 h under rotation at 20 rpm. Iodoacetic acid (10 mg.mL−1) was added to the sample, vortexed and incubated at 37°C for another 2 h in the dark. At the end, this carboxymethylation process was terminated by dialyzing the sample against 4 × 1 L of 50 mM ammonium bicarbonate, pH 8.5 at 4°C for 24 h. The sample was then transferred to a 7 mL Teflon-lined capped glass vial and finally evaporated to dryness. The reduced carboxymethylated proteins were digested with 40 μg of trypsin (Promega) and further deglycosylated by peptide-N-glycosidase F (PNGase F) (Prozyme). The digestions, purification and permethylation of the resulting N-glycans were performed as previously described in Yusufi et al. (2017). MALDI-TOF mass spectrometry data was acquired on a 5800 MALDI-TOF/TOF mass spectrometer (AB Sciex, Foster City, CA, United States) in positive reflectron mode. Permethylated samples were reconstituted in 30 μL of 80% (v/v) methanol in water. 0.5 μL of the sample was then spotted on a target plate along with 0.5 μL of matrix [10 mg.mL−1 2,5-dihydroxybenzoic acid (Water Corporation, Milford, MA, United States) dissolved in 80% (v/v) methanol in water]. The 4700 calibration standard kit, calmix (AB Sciex) was used as the external calibrant for the MS mode. The mass spectrum of the sample was acquired from a mass range of m/z 500–5,000 with total accumulated shots of 10,000. The laser intensity used was 80%.
Transmission Electron Microscopy
High pressure freezing, freeze substitution and transmission electron microscopy of P. tricornutum expressing V5-tagged FuT54599 or GnT I were carried out as described in Ovide et al. (2018). Immunocytochemistry of V5-tagged transferases was carried out using antibodies raised against the V5 epitope (mouse anti-V5 tag antibodies, Invitrogen, dilution 1/20) and second antibody (EM-goat anti mouse IgG + IgM 10 nm gold particles, BBI solution, dilution 1/20). A classical staining using uranyl acetate/lead citrate and eventually KMnO4 was done before observation as previously described (Venable and Coggeshall, 1965).
Extraction of Proteins for Western Blot Analysis
The expression of the V5-tagged FuT54599 or GnT I was induced at day 6 by transferring P. tricornutum cells in a fresh 100% seawater medium containing 0.9 mM NaNO3. After 24, 48, and 72 h, cell cultures were harvested by centrifugation (2,000 g during 10 min). Cell pellets were frozen. The cell pellets were then re-suspended in a 0.1 M Tris buffer pH7 containing a Protease Inhibitor Cocktail (SIGMAFASTTM Protease Inhibitor Cocktail Tablets, EDTA-Free) and the cells were broken down using the FastPrep-24TM homogenizer (MP Biomedicals®) as described for PCR and RT-PCR analysis. The extracted proteins were centrifuged first at 10,000 g during 30 min giving the total protein extract. Sample was then centrifuged at 100,000 g during 1 h 30 at 4°C.
Pellet containing the membrane proteins was separated from the intracellular proteins that were present in the supernatant. Both fractions were analyzed by NuPAGE Bis-Tris Gel electrophoresis and Western Blot analysis. About 50 μg of intracellular proteins were denatured with the Laemmli sample buffer during 10 min at 100°C and loaded on a NuPAGE Bis-Tris gel (4–12%). Likewise, membrane fractions were loaded on the gel after denaturation. The migration of the proteins through the gel was carried out in a MOPS buffer at 180 V during 1 h. For the detection of V5-tagged glycosyltransferases such as the FuT54599 or the GnT I, 1 μg of Escherichia coli Positive Control (E. coli) Whole Cell Lysate (Abcam) was used as a positive control (presence of the V5-tag). Five μL of the PageRuler Plus Prestained Protein Ladder (Thermo Fisher) was loaded as molecular weight markers. After separation on the NuPAGE Bis-Tris gel, proteins were blotted on a nitrocellulose membrane using a semi-dry transfer Thermo ScientificTM PierceTM Power Blotter. A Ponceau S staining was performed to visualize the efficiency of the protein transfer on the nitrocellulose membrane.
For the detection of the V5-tagged FuT54599, the nitrocellulose membrane was saturated overnight in TBS-T buffer and then incubated with a primary rabbit anti-V5 antibody (Invitrogen) at a dilution of 1/3,000 in TBS-T for 2 h at room temperature. The secondary antibody used was a goat anti-rabbit antibody conjugated with HRP (Sigma). It was used at a dilution of 1/30,000 in TBS-T for 1 h at room temperature. Revelation was performed using the ECL west Pico plus kit (Thermo Fisher) according to the manufacturer’s instructions. Exposure time was 1 min.
Above 50 μg of total protein extract were loaded on a NuPAGE Bis-Tris gel (4–12%) after denaturation and the migration of the proteins through the gel was carried out in a MOPS buffer as described above. One μg of PLA2 from honey bee venom (14.5 kDa, SIGMA-ALDRICH) was used as a positive control and 1 μg of Ribonuclease B from bovine pancreas (15 kDa, SIGMA-ALDRICH) was used as negative control. Indeed, the PLA2 is known to be glycosylated with α (1,3)-core fucose N-glycans and the Ribonuclease B is bearing high mannose type N-glycans (Joao and Dwek, 1993; Lai and Her, 2002). Five μL of the PageRuler Plus Prestained Protein Ladder (Thermo Fisher) was loaded as molecular weight markers. After separation on NuPAGE Bis-Tris gel, proteins were blotted on a nitrocellulose membrane using a semi-dry transfer Thermo ScientificTM PierceTM Power Blotter. A Ponceau S staining was performed to visualize the efficiency of protein transfer on the membrane.
Western blot was saturated overnight in TBS-T and then incubated with the anti-α(1,3)-core fucose antibody (Agrisera) as a primary antibody at a dilution of 1/5,000 in TBS-T during 2 h at room temperature. After washing, a secondary goat anti-rabbit antibody conjugated with HRP (Sigma) was used at a dilution of 1/30,000 in TBS-T for 1 h at room temperature. Revelation was performed using the ECL west Pico plus kit (Thermo Fisher) according to the manufacturer’s instructions. Exposure time was 1 min.
Results
Presence of Fucose in Phaeodactylum tricornutum Glycoconjugates
The activated nucleotide-sugar GDP-L-fucose is synthesized in the cytosol from GDP-D-mannose. Bioinformatic analysis revealed that homologs of GDP-D-mannose-4,6-dehydratase and the GDP-4-keto-6-deoxy-D-mannose-3,5-epimerase-4-reductase, the two enzymes of the GDP-L-fucose pathway in eukaryotes, are predicted in the P. tricornutum genome (Gügi et al., 2015). Moreover, little amount of fucosylated N-glycans has already been described in P. tricornutum (Baïet et al., 2011). To investigate whether P. tricornutum accumulates other fucose-containing polymers, a monosaccharide composition of an alcohol insoluble fraction (AIR) was carried out by gas chromatography analysis. Fucose was found to represent about 4% of total monosaccharides in this diatom fraction (Table 1), suggesting that the other polysaccharides or glycoconjugates of P. tricornutum may contain fucose monomers. The relative proportions of other monosaccharides are consistent with those previously reported (Abdullahi et al., 2006; Gügi et al., 2015). The high percentage of mannose is likely to originate from the major cell wall polysaccharide of P. tricornutum, namely sulfated glucuronomannan (Ford and Percival, 1965; Tesson et al., 2009).
Table 1.
Monosaccharide | Rha | Fuc | Xyl | GlcUA | ManUA | Man | Gal | GalUA | Glc |
---|---|---|---|---|---|---|---|---|---|
% Relative composition mean ± SE | 13.1 ± 0.8 | 4.0 ± 0.5 | 13.1 ± 0.4 | 7.9 ± 0.6 | 1.1 ± 0.1 | 46.6 ± 1.0 | 10.3 ± 0.3 | 0.8 ± 0.0 | 3.1 ± 1.1 |
Results are expressed in relative percentage (%). Values are the means of monosaccharide quantities determined in triplicate by GC-FID analysis performed on AIR isolated from four independent cell cultures. Rha, rhamnose; Fuc, fucose; Xyl, xylose; GlcUA, glucuronic acid; ManUA, mannuronic acid; Man, mannose; Gal, galactose; GalUA, galacturonic acid; Glc, glucose.
Phaeodactylum tricornutum Putative Transporter Predicted Protein Sequences Exhibits Strong Amino Acid Identities With Eukaryotic GDP-Fucose Transporters
For the synthesis of either polysaccharides or glycoproteins, GDP-L-fucose has to be imported by a specific GDP-L-fucose transporter into Golgi cisternae where the elongation of glycans occurs. In order to search for putative candidates for GDP-sugar transporters in P. tricornutum, a BlastP analysis was carried out using the GOLGI-LOCALIZED NUCLEOTIDE SUGAR TRANSPORTER GONST1, GONST2, GONST3, and GFT1/GONST4 amino acids sequences of A. thaliana as queries (Baldwin et al., 2001; Handford et al., 2004; Mortimer et al., 2013; Rautengarten et al., 2016). This allows the identification of three protein sequences encoded by the Phatr3_J43174, Phatr3_J45630, and Phatr3_J9609 genes. These P. tricornutum sequences were also compared with the functionally characterized GDP-L-fucose transporters from H. sapiens (NP_060859.4, SLC35C1_GDP-fucose transporter 1 isoform a), C. elegans (NP_001263841.1, GDP-fucose transporter), D. melanogaster (NP_649782.1, Gfr), and the H. sapiens SLC35C2 (NP_001268386, solute carrier family 35 member C2 isoform d). Phylogenetic analysis shows that the protein encoded by the Phatr3_J43174 is more closely related to the GDP-L-fucose transporter from mammals and C. elegans whereas the two other putative GDP-sugar transporters encoded by Phatr3_J45630 and Phatr3_J9609, respectively, are related to the GFT1/GONST4 (Rautengarten et al., 2016) and the GONST 2 and 3, respectively (Figure 1). Due to the fact that (1) the codon usage in P. tricornutum is much closer to that of human (Heitzer et al., 2007; Bowler et al., 2008), (2) the cell metabolism from P. tricornutum shares common features with both animals and plants (De Martino et al., 2009; Martin-Jézéquel and Tesson, 2012) and (3) its best amino acids sequence homology with the human SLC35C1 (Luhn et al., 2001; Ishida and Kawakita, 2004; Zhang et al., 2012), the protein sequence encoded by the Phatr3_J43174 gene (NCBI accession number: XP_002177476.1) was selected as the most promising GDP-L-fucose transporter candidate in P. tricornutum.
Functional Characterization of the GDP-Fucose Transporter Encoded by the Phatr3_J43174 Gene in P. tricornutum
The GDP-Fucose Transporter Is Expressed in P. tricornutum
Phatr3_J43174 codes for a protein of 360 amino acids in length that is in agreement with the expected length for nucleotide sugar transporters (Ishida and Kawakita, 2004). The candidate protein from P. tricornutum is a hydrophobic protein predicted to be a type III membrane protein containing 8–10 membrane-spanning helices as observed for nucleotide-sugar transporters that act as antiporters able to exchange cytosolic nucleotide-sugars for the corresponding nucleotide monophosphate (Supplementary Figure S1). The same topology has previously been described for the H. sapiens, C. elegans, and D. melanogaster GDP-L-fucose transporter (Luhn et al., 2001, 2004; Ishida and Kawakita, 2004; Geisler et al., 2012; Peterson et al., 2013; Rautengarten et al., 2016). The P. tricornutum Phatr3_J43174 deduced protein sequence exhibited 46% amino acid identities (with a query coverage of 88%) with the human GDP-L-fucose transporter (Figure 2). Identities from 39 to 45% were observed with GDP-L-fucose transporters from other eukaryotic organisms such as M. musculus (NCBI accession number NP_997597.1), C. elegans (NCBI accession number NP_001263841.1), H. sapiens (NCBI accession number NP_060859.4); C. griseus (NCBI accession number NP_001233737.1), or D. melanogaster (NCBI accession number NP_649782.1). Only 22% of identity (with a query coverage of 84%) were observed between the P. tricornutum and A. thaliana (NCBI accession number NP_197498.1) proteins. Furthermore, the putative sequence possesses a conserved C-terminal tail which is known to be crucial for Golgi localization and GDP-L-fucose import into the Golgi apparatus (Zhao et al., 2006; Lim et al., 2008; Zhang et al., 2012). Moreover, the two Gly residues (positions 171 and 266, respectively, in the PtGFT_XP_002177476.1; Figure 2) which are required for GDP-L-fucose import in the Golgi apparatus are conserved in the P. tricornutum protein candidate (Zhang et al., 2012). Considering the high sequence identities with biochemically characterized GDP-L-fucose transporters, we postulate that this protein is able to import GDP-L-fucose in the Golgi apparatus of P. tricornutum and is, accordingly, named P. tricornutum GDP-L-fucose transporter (PtGFT) in this paper. To determine whether the PtGFT gene is expressed in P. tricornutum, PCR analyses using specific PtGFT primer pairs were performed on cDNA and gDNA prepared from P. tricornutum cells and allowed the amplification of specific bands (Supplementary Figure S2). Difference in size of amplified sequences reflected the presence of an intron in the PtGFT candidate gene.
The GDP-Fucose Transporter From P. tricornutum Is Able to Rescue the Glycoprotein Fucosylation in the CHO-gmt5 Cells
To investigate its cell localization and its biochemical function, a N-terminal HA-tagged version of the PtGFT was transiently expressed in the CHO-gmt5 mutant cell line that is devoid of endogenous GDP-L-fucose transporter (Zhang et al., 2012; Haryadi et al., 2013). GDP-L-fucose transporter has been shown to be localized in the Golgi apparatus to supply this compartment with activated fucose (Luhn et al., 2001). To ascertain the localization of PtGFT in the Golgi apparatus, CHO-gmt5 cells transiently expressing the HA-tagged PtGFT were examined using immunofluorescence microscopy. PtGFT sub-cellular localization pattern was compared to that of Giantin, a Golgi marker and that of the Protein Disulfide Isomerase, an ER-resident soluble protein. As shown in Figure 3A,B, HA-tagged PtGFT clearly co-localized with Giantin but not with Protein Disulfide Isomerase (PDI in the Figure 3B), indicating that PtGFT is efficiently targeted to the Golgi membrane in the CHO-gmt5 cells. To claim the capacity of PtGFT to transport GDP-L-fucose in the complemented mutant, CHO-gmt5 cells transiently expressing PtGFT were affinodetected with Aleuria Aurantia Lectin (AAL), a fucose-specific lectin exhibiting a strong affinity toward core fucose and Lewis-X epitope on N-linked glycans (Bergstrom et al., 2012; Zhang et al., 2012). As shown in Figure 3B, only cells expressing PtGFT exhibit AAL staining, suggesting that the diatom transporter candidate is able to rescue fucosylation of proteins in the PtGFT complemented CHO-gmt5 mutant cells. Such a result also confirmed the Golgi localization of the PtGFT. To further confirm that PtGFT is able to rescue a wild-type fucosylation of endogenous proteins, N-glycosylation of proteins in the CHO-gmt5 complemented with the PtGFT was investigated. Proteins from both non-complemented and complemented CHO-gmt5 cell lines were isolated. N-linked glycans to proteins were then released by PNGase F treatment, permethylated and then analyzed by MALDI-TOF/TOF mass spectrometry (Figure 4A). As expected, N-glycans isolated from CHO-gmt5 were mostly asialo, afucosylated galactosylated bi- and tri-antennary N-glycans. In PtGFT complemented line, similar species were detected in the N-linked glycan profile with a shift of 174 mass units assigned to an additional permethylated deoxyhexose (fucose) residue. Furthermore, MS2 fragmentation pattern of a galactosyl biantennary glycan clearly shows a fragment ion at m/z 474 confirming the core fucosylation of N-linked glycans in the PtGFT CHO-gmt5 complemented line (Figure 4B). Taken together, both AAL staining and mass spectrometry N-glycan profiling of CHO-complemented cells demonstrated that expression of PtGFT in CHO-gmt5 cell line is able to rescue the fucosylation of proteins by complementing the lack of endogenous GDP-L-fucose transporter in the CHO mutant line. This demonstrates the capacity of PtGFT to import the GDP-L-fucose within the Golgi apparatus where the N-glycan fucosylation takes place.
Functional Characterization of the Fucosyltransferases in P. tricornutum
Specific Features of Putative Fucosyltransferases in P. tricornutum
Three FuT have been predicted in a preliminary investigation of the P. tricornutum genome (Baïet et al., 2011). These predicted proteins of 798, 707, and 481 amino acids are encoded, respectively, by the Phatr3_J46109, Phatr3_J46110, and Phatr3_J54599 genes. The three putative fucosyltransferases have been described to possess structural features characteristic for the CAZy family GT10, family to which belongs the FuT(Baïet et al., 2011). The three protein sequences exhibit Pfam GT10 domains. Only one GT domain is present in the C-terminal part of Phatr3_J46109 and Phatr3_J46110 as observed for plant α(1,3)-FuT (Both et al., 2011), whereas two domains are predicted for Phatr3_J54599 as reported for invertebrate α(1,3)-FuT by Pfam analysis (El-Gebali et al., 2019). The amino acid sequences corresponding to the Glyco_Transf_10 domains (described in the NCBI Conserved Domain Database) of the putative P. tricornutum FuT were compared to those of various characterized FuT from plant and invertebrates by using the T-coffee multiple sequence alignment server3 (Di Tommaso et al., 2011). All putative FuT present the CXXC motif located on the C-terminal end of the proteins which is well known to be essential for the enzymatic activity as it is involved in the formation of disulfide bridges which favor good folding of the FuT (Holmes et al., 2000). Additional conserved domains named “1st cluster” and “α1,3-FuT motif” are also present in the three candidates. These domains are described to be involved in the binding to the donor substrate which is the GDP-L-fucose for fucosyltransferase activity (Both et al., 2011). Moreover, the amino acids which are indicated in red in the Figure 5 are conserved in the P. tricornutum putative FuT. These residues have been demonstrated by directed mutagenesis to be involved in the binding to the acceptor substrate. Based on RNA-seq data recently reported in Ovide et al. (2018), mainly Phatr3_J46109 and Phatr3_J54599 are expressed in the three morphotypes of P. tricornutum (fusiform, triradiate, and oval morphotypes).
FuT54599 Is Active and Localized in the Golgi Stacks
The coding sequences of the three putative FuT were cloned and expressed in P. tricornutum in fusion to a C-terminal V5 tag which allows detection of the recombinant glycosyltransferase as previously described for the heterologous expression of the N-acetylglucosaminyltransferase I (GnT I) from P. tricornutum within the CHO Lec1 mutant cells (Baïet et al., 2011). Clones expressing the V5-tagged fucosyltransferase respective genes were selected by PCR and RT-PCR analyses. Only P. tricornutum lines expressing the V5-tagged version of the Phatr3_J54599 fucosyltransferase candidate, called FuT54599 from now, were positive and further studied. The other clones transformed with the Phatr3_J46109 and Phatr3_J46110 genes, respectively, were negative by RT-PCR and later by Western blot analyses. In contrast, analyses by western blot using a V5 specific antibody of microsomal fractions extracted from the transformed lines expressing the V5-tagged FuT54599 revealed, 24 h after induction a specific band above 60 kDa, suggesting that the FuT54599 might be localized within the Golgi apparatus in P. tricornutum (Supplementary Figure S3). In order to confirm this result and to precisely localize the FuT54599 at the sub-cellular level, Transmission Electron Microscopy (TEM) coupled to immuno-gold labeling using antibodies directed against the V5 epitope was used on high pressure frozen samples (Figure 6). Such a technique has already been employed to localize glycosyltransferases within Golgi stacks in plant cells (Chevalier et al., 2010). P. tricornutum cell lines overexpressing a V5-tagged of its endogenous GnT I, which is a Golgi-resident transferase involved in the N-linked glycans modifications as previously reported (Baïet et al., 2011), have been studied in parallel to the FuT54599. The excellent structural preservation of the different membrane system in high pressure frozen P. tricornutum cells allows us to orientate the Golgi apparatus. Indeed, as described in Donohoe et al. (2007, 2013), cis cisternae exhibit a much lighter luminal staining and possess a thicker lumen as compared to the medial cisternae. The trans-Golgi cisternae is presenting a collapsed central luminal domain and swollen margins. As illustrated in Figure 6, the V5-tagged FuT54599 was found to be preferentially located in the medial/trans Golgi cisternae. A similar immunogold labeling was observed for the V5-tagged GnT I protein. In addition, western blot analysis using a specific anti-α(1,3)-fucose antibody on total protein extract from P. tricornutum revealed an increase of the level of α(1,3)-fucose epitopes associated with proteins of P. tricornutum lines overexpressing the V5-tagged FuT54599 as compared to the wild-type cells (Figure 7).
Discussion
In the context of the production of biopharmaceuticals dedicated to human therapy in P. tricornutum, a comprehensive understanding of its protein glycosylation is crucial. Core α(1,3)-fucose have been detected on glycans N-linked to proteins of P. tricornutum. This glyco-epitope may induce immune responses in humans after injection of a biopharmaceutical produced in this diatom. As a consequence, inactivation of genes encoding key enzymes of the fucosylation machinery will likely be required, taking advantage of recent progresses that have been achieved in P. tricornutum to develop genome editing tools such as TALEN and CRISPR/Cas9 (Daboussi et al., 2014; Nymark et al., 2016; Allorent et al., 2018; Kroth et al., 2018; Serif et al., 2018; Slattery et al., 2018; Stukenberg et al., 2018).
Fucosylation of glycoproteins starts by the cytosolic biosynthesis of GDP-L-fucose, its import into the Golgi apparatus and finally its transfer onto the glycoproteins within Golgi cisternae. With regard to the import in the Golgi apparatus of the fucose-activated nucleotide, we identified a putative GDP-L-fucose transporter exhibiting high sequence identity with well-characterized GDP-L-fucose transporters. When expressed in CHO-gmt5 mutant lacking endogenous GDP-L-fucose transporter activity, the PtGFT candidate is efficiently addressed to Golgi membranes and is able to rescue the fucosylation of proteins in the CHO-gmt5 mutant cell line, demonstrating that the cDNA sequence registered under the NCBI accession number KT737477 codes a functional Golgi resident P. tricornutum transporter which is at least able to import GDP-L-fucose. This suggests that molecular mechanisms controlling the targeting and nucleotide-sugar import are conserved between mammals and microalgae. To the best of our knowledge, this is the first diatom nucleotide-sugar transporter characterized to date. Two other putative GDP-sugar transporters are also predicted in P. tricornutum genome. We postulate that they may be involved in the D-mannose import, another abundant monosaccharide detected in this diatom that is also activated in the cytosol by coupling to GDP. In this work, we identified a transporter from P. tricornutum which is able to transport at least the GDP-L-fucose. However, based on the methodology used in this study (complementation of the CHO-gmt5 mutant) and on the monosaccharide composition of AIR from P. tricornutum which contained more than 44% of mannose, we cannot completely rule out that the transporter from P. tricornutum is not able to transport other nucleotide sugars like the GDP-D-mannose as well. Indeed, in A. thaliana, initial studies have established that GONST1 is within Golgi stacks and can functionally complement the yeast vanadate resistance glycosylation GDP-D-mannose transporter mutant (Baldwin et al., 2001; Handford et al., 2004). However, years later, this GONST1 transporter was described to be able to transport 4 different GDP-sugars in vitro (Mortimer et al., 2013). Moreover, mutation in the GONST1 only alters the glycosylation of the glycosylinositol phosphoceramide, even if GDP-D-mannose is used in the biosynthesis of multiple glycoconjugates in the Golgi apparatus. Therefore, future work would be necessary to characterize the function of the other putative GDP-sugar transporters from P. tricornutum. In addition, it would be interesting to evaluate the physiological impact of the GFT inactivation in P. tricornutum and demonstrate whether the fucose transport is essential in the diatom as it is in A. thaliana and humans. Indeed, A. thaliana gonst1 mutants are dwarfed and developed spontaneous leaf lesions (Mortimer et al., 2013). Moreover, previous alteration of the mur1 gene (encoding for an isoform of the GDP-D-mannose-4,6-dehydratase) in A. thaliana demonstrated that the availability of GDP-L-fucose is critical for normal plant development and cell wall structure (Bonin et al., 1997; Rayon et al., 1999; Reuhs et al., 2004). In humans, missense mutations in the GDP-fucose transporter cDNA of patients suffering from a congenital disorder of glycosylation type IIc cause many symptoms including mental retardation, short stature, facial stigmata, and recurrent bacterial peripheral infections with persistently elevated peripheral leukocytes (Lübke et al., 2001).
Three putative FuT are also predicted in P. tricornutum genome. They exhibit Pfam GT10 domains as observed for α(1,3)-FuT of plants and invertebrates (Wilson et al., 2001; Both et al., 2011). We attempted to overexpress the three FuT candidates as fusion proteins containing a C-terminal V5 tag in P. tricornutum. However, only the V5-tagged FuT54599 was detected. A monoexonic gene encodes this protein. Moreover, this protein is expected to be 481 amino acids long which is in agreement with core α(1,3)-fucosyltranferases characterized earlier in plants and invertebrates (Wilson et al., 2001; Paschinger et al., 2004). When looking at the topology, the FuT54599 is the only candidate which is clearly predicted to be a type II protein. Such topology has been observed for Golgi-resident proteins and especially glycosyltransferases (Czlapinski and Bertozzi, 2006). This includes a short N-terminal cytosolic tail, a transmembrane domain and consequent catalytic domain which is exposed in the lumen of the Golgi apparatus (Czlapinski and Bertozzi, 2006). The fact that the FuT54599 is a Golgi-resident protein has been confirmed in this work through the localization of the FuT54599 by immunogold-electron microscopy. This result is pioneer as so far, the sub-cellular organization in microalgae of Golgi enzymes involved in glycans and glycoconjugates biosynthesis has not been investigated. The V5-tagged FuT54599 was found to be mainly located in the medial/trans Golgi (Figure 6A). Similar sub-cellular localization was observed for the V5-tagged GnT I, a Golgi-resident transferase involved in the maturation of N-linked glycans (Baïet et al., 2011). These data suggest that GnT I and the putative α(1,3)-FuT are localized within specific Golgi cisternae. Localization in specific cisternal subtypes has been reported in mammals and land plants (Berger and Hesford, 1985; Chevalier et al., 2010; Schoberer and Strasser, 2011). This sub-cellular organization of enzymes within Golgi stacks is believed to control the step-by-step maturation of glycans N-linked to proteins along the secretory pathway. We postulate that such a compartmentation of Golgi enzymes would also occur in the microalgae P. tricornutum. In a context of the optimization of the N-glycosylation of a microalgae-made biopharmaceuticals, glyco-engineering strategies could benefit from such a compartmentation of Golgi enzymes by expressing chimaeric transferases targeted for optimal activity to a specific Golgi cisternae as previously reported for plants (Vézina et al., 2009).
Author Contributions
MB conceived and supervised the study. MB, M-CK-M, and PZ designed the experiments. CP, CB, BG, PZ, CW, GT, CO, and AM performed the experiments. ZS provided CHO-gmt5 mutant cell line. MB, M-CK-M, PZ, CP, CB, AD, CO, and BG analyzed the data. PL, MB, PZ, M-CK-M, and BG wrote the manuscript. All authors read and agreed on the submission of the manuscript.
Conflict of Interest Statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Acknowledgments
The authors thank Dr. Sophie Bernard from the PRIMACEN platform, the Glyco-MEV lab for her technical support in the cryo-fixation step for TEM, and Pr Maier and Dr. Hempel for their collaboration regarding Pt transformation.
Funding. M-CK-M, CP, CB, BG, CO, AD, PL, and MB are grateful to the SFR NORVEGE, the GRR IRIB, the University of Rouen Normandie as well as the IUF (Institut Universitaire de France), France for their financial support. PZ, CW, GT, AM, and ZS were supported by Strategy Positioning Funding from Biomedical Research Council of the Agency for Science, Technology and Research (A∗STAR), Singapore. PZ and MB are grateful to the MERLION program for supporting the development of the collaboration between BTI, Singapore and URN, France. The funding bodies were not involved in the design of the study, collection and interpretation of data or in the writing of the manuscript.
Supplementary Material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fpls.2019.00610/full#supplementary-material
References
- Abdullahi A. S., Underwood G. J. C., Gretz M. R. (2006). Extracellular matrix assembly in diatoms (Bacillariophyceae). V. Environmental effects on polysaccharide synthesis in the model diatom, Phaeodactylum tricornutum. J. Phycol. 42 363–378. 10.1111/j.1529-8817.2006.00193.x [DOI] [Google Scholar]
- Allorent G., Guglielmino E., Giustini C., Courtois F. (2018). Generation of mutants of nuclear-encoded plastid proteins using CRISPR/Cas9 in the diatom Phaeodactylum tricornutum. Methods Mol. Biol. 1829 367–378. 10.1007/978-1-4939-8654-5_24 [DOI] [PubMed] [Google Scholar]
- Altschul S. F., Madden T. L., Schäffer A. A., Zhang J., Zhang Z., Miller W., et al. (1997). Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res. 25 3389–3402. 10.1093/nar/25.17.3389 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Aviezer D., Brill-Almon E., Shaaltiel Y., Hashmueli S., Bartfeld D., Mizrachi S., et al. (2009). Plant-derived recombinant human glucocerebrosidase enzyme - a preclinical and phase I investigation. PLoS One 4:e4792. 10.1371/journal.pone.0004792 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Baïet B., Burel C., Saint-Jean B., Louvet R., Menu-Bouaouiche L., Kiefer-Meyer M. C., et al. (2011). N-glycans of Phaeodactylum tricornutum diatom and functional characterization of its N-acetylglucosaminyltransferase I enzyme. J. Biol. Chem. 286 6152–6164. 10.1074/jbc.M110.175711 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Baldwin T. C., Handford M. G., Yuseff M. I., Orellana A., Dupree P. (2001). Identification and characterization of GONST1, a Golgi-localized GDP-mannose transporter in Arabidopsis. Plant Cell 13 2283–2295. 10.1105/tpc.13.10.2283 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bardor M., Faveeuw C., Fitchette A. C., Gilbert D., Galas L., Trottein F., et al. (2003). Immunoreactivity in mammals of two typical plant glyco-epitopes, core alpha(1,3)-fucose and core xylose. Glycobiology 13 427–434. 10.1093/glycob/cwg024 [DOI] [PubMed] [Google Scholar]
- Berger E. G., Hesford F. J. (1985). Localization of galactosyl- and sialyltransferase by immunofluorescence: evidence for different sites. Proc. Natl. Acad. Sci. U.S.A. 82 4736–4739. 10.1073/pnas.82.14.4736 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bergstrom M., Astom E., Pahlsson P., Ohlson S. (2012). Elucidating the selectivity of recombinant forms of Aleuris aurantia lectin using weak affinity chromatography. J. Chromatogr. B 885–886, 66–72. 10.1016/j.jchromb.2011.12.015 [DOI] [PubMed] [Google Scholar]
- Bonin C. P., Potter I., Vanzin G. F., Reiter W. D. (1997). The MUR1 gene of Arabidopsis thaliana encodes an isoform of GDP-D-mannose-4,6-dehydratase, catalyzing the first step in the de novo synthesis of GDP-L-fucose. Proc. Natl. Acad. Sci. U.S.A. 94 2085–2090. 10.1073/pnas.94.5.2085 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Both P., Sobczak L., Breton C., Hann S., Nöbauer K., Paschinger K., et al. (2011). Distantly related plant and nematode core α1, 3-fucosyltransferases display similar trends in structure–function relationships. Glycobiology 21 1401–1415. 10.1093/glycob/cwr056 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bowler C., Allen A. E., Badger J. H., Grimwood J., Jabbari K., Kuo A., et al. (2008). The Phaeodactylum genome reveals the evolutionary history of diatom genomes. Nature 456 239–244. 10.1038/nature07410 [DOI] [PubMed] [Google Scholar]
- Buettner M. J., Shah S. R., Saeui C. T., Ariss R., Yarema K. J. (2018). Improving immunotherapy through glycodesign. Front. Immunol. 9:2485. 10.3389/fimmu.2018.02485 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cadoret J. P., Garnier M., Saint-Jean B. (2012). Microalgae, functional genomics and biotechnology. Adv. Bot. Res. 64 285–341. 10.1016/b978-0-12-391499-6.00008-6 [DOI] [Google Scholar]
- Castresana J. (2000). Selection of conserved blocks from multiple alignments for their use in phylogenetic analysis. Mol. Biol. Evol. 17 540–552. 10.1093/oxfordjournals.molbev.a026334 [DOI] [PubMed] [Google Scholar]
- Chevalier L., Bernard S., Ramdani Y., Lamour R., Bardor M., Lerouge P., et al. (2010). Subcompartment localization of the side chain xyloglucan-synthesizing enzymes within Golgi stacks of tobacco suspension-cultured cells. Plant J. 64 977–989. 10.1111/j.1365-313X.2010.04388.x [DOI] [PubMed] [Google Scholar]
- Chevenet F., Brun C., Bañuls A. L., Jacq B., Christen R. (2006). TreeDyn: towards dynamic graphics and annotations for analyses of trees. BMC Bioinform. 7:439. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Czlapinski J., Bertozzi C. (2006). Synthetic glycobiology: exploits in the golgi compartment. Curr. Opin. Chem. Biol. 10 645–651. 10.1016/j.cbpa.2006.10.009 [DOI] [PubMed] [Google Scholar]
- Daboussi F., Leduc S., Maréchal A., Dubois G., Guyot V., Perez-Michaut C., et al. (2014). Genome engineering empowers the diatom Phaeodactylum tricornutum for biotechnology. Nat. Commun. 5:3831. 10.1038/ncomms4831 [DOI] [PubMed] [Google Scholar]
- De Martino A., Amato A., Bowler C. (2009). Mitosis in diatoms: rediscovering an old model for cell division. BioEssays 31 874–884. 10.1002/bies.200900007 [DOI] [PubMed] [Google Scholar]
- Dereeper A., Audic S., Claverie J. M., Blanc G. (2010). BLAST-EXPLORER helps you building datasets for phylogenetic analysis. BMC Evol. Biol. 12:8. 10.1186/1471-2148-10-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dereeper A., Guignon V., Blanc G., Audic S., Buffet S., Chevenet F., et al. (2008). Phylogeny.fr: robust phylogenetic analysis for the non-specialist. Nucleic Acids Res. 36 W465–W469. 10.1093/nar/gkn180 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Di Tommaso P., Moretti S., Xenarios I., Orobitg M., Montanyola A., Chang J.-M., et al. (2011). T-Coffee: a web server for the multiple sequence alignment of protein and RNA sequences using structural information and homology extension. Nucleic Acids Res. 39 W13–W17. 10.1093/nar/gkr245 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Donohoe B. S., Kan B. H., Gerl M. J., Gergely Z. R., McMichael C. M., Bednarek S. Y., et al. (2013). Cis-Golgi cisternal assembly and biosynthetic activation occur sequentially in plants and algae. Traffic 14 551–567. 10.1111/tra.12052 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Donohoe B. S., Kang B. H., Staehelin L. A. (2007). Identification and characterization of COPIa- and COPIb-type vesicle classes associated with plant and algal Golgi. Proc. Natl. Acad. Sci. U.S.A. 104 163–168. 10.1073/pnas.0609818104 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ebert B., Rautengarten C., Heazlewood J. L. (2017). GDP-L-Fucose transport in plants: the missing piece. Channels 11 8–10. 10.1080/19336950.2016.1222760 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Edgar R. C. (2004). MUSCLE: multiple sequence alignment with high accuracy and high throughput. Nucleic Acids Res. 32 1792–1797. 10.1093/nar/gkh340 [DOI] [PMC free article] [PubMed] [Google Scholar]
- El-Gebali S., Mistry J., Bateman A., Eddy S. R., Luciani A., Potter S. C., et al. (2019). The Pfam protein families database in 2019. Nucleic Acids Res. 47 D427–D432. 10.1093/nar/gky995 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ford C. W., Percival E. (1965). The carbohydrates of Phaeodactylum tricornutum. Part II. A sulfated glucuromannan. J. Chem. Soc. 1298 7042–7046. [Google Scholar]
- Fox J. L. (2012). First plant-made biologic approved. Nat. Biotech. 30 472–472. 10.3389/fpls.2019.00261 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Geisler C., Kotu V., Sharrow M., Rendiæ D., Pöltl G., Tiemeyer M., et al. (2012). The Drosophila neurally altered carbohydrate mutant has a defective golgi GDP-fucose transporter. J. Biol. Chem. 287 29599–29609. 10.1074/jbc.M112.379313 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gügi B., Le Costaouec T., Burel C., Lerouge P., Helbert W., Bardor M. (2015). Diatom-specific oligosaccharide and polysaccharide structures help to unravel biosynthetic capabilities in diatoms. Mar. Drugs 13 5993–6018. 10.3390/md13095993 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Guindon S., Dufayard J. F., Lefort V., Anisimova M., Hordijk W., Gascuel O. (2010). New algorithms and methods to estimate maximum-likelihood phylogenies: assessing the performance of PhyML 3.0. Syst. Biol. 59 307–321. 10.1093/sysbio/syq010 [DOI] [PubMed] [Google Scholar]
- Handford M. G., Sicilia F., Brandizzi F., Chung J. H., Dupree P. (2004). Arabidopsis thaliana expresses multiple Golgi-localised nucleotide-sugar transporters related to GONST1. Mol. Genet. Genom. 272 397–410. 10.1007/s00438-004-1071-z [DOI] [PubMed] [Google Scholar]
- Haryadi R., Zhang P., Chan K. F., Song Z. (2013). CHO-gmt5, a novel CHO glycosylation mutant for producing afucosylated and asialylated recombinant antibodies. Bioengineered 4 90–94. 10.4161/bioe.22262 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Heitzer M., Eckert A., Fuhrmann M., Griesbeck C. (2007). Influence of codons bias in the expression of foreign genes in microalgae. Adv. Exp. Med. Biol. 616 46–54. [DOI] [PubMed] [Google Scholar]
- Hempel F., Lau J., Klingl A., Maier U. G. (2011). Algae as Protein factories: expression of a human antibody and the respective antigen in the diatom Phaeodactylum tricornutum. PLoS One 6:e28424. 10.1371/journal.pone.0028424 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hempel F., Maier U. G. (2012). An engineered diatom acting like a plasma cell secreting human IgG antibodies with high efficiency. Microb. Cell Fact. 11:126. 10.1186/1475-2859-11-126 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hempel F., Maier U. G. (2016). “Microalgae as solar-powered protein factories,” in Advanced Technologies for Protein Complex Production and Characterization. Advances in Experimental Medicine and Biology Vol. 896 ed. Vega M. (Cham: Springer; ), 241–262. 10.1007/978-3-319-27216-0_16 [DOI] [PubMed] [Google Scholar]
- Hempel F., Maurer M., Brockmann B., Mayer C., Biedenkopf N., Kelterbaum A., et al. (2017). From hybridomas to a robust microalgal-based production platform: molecular design of a diatom secreting monoclonal antibodies directed against the Marburg virus nucleoprotein. Microb. Cell Fact. 16:131. 10.1186/s12934-017-0745-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Holmes E. H., Yen T. Y., Thomas S., Joshi R., Nguyen A., Long T., et al. (2000). Human α1, 3/4 Fucosyltransferases characterization of highly conserved cysteine residues and N-linked glycosylation sites. J. Biol. Chem. 27524237–24245. 10.1074/jbc.m000888200 [DOI] [PubMed] [Google Scholar]
- Ishida N., Kawakita M. (2004). Molecular physiology and pathology of the nucleotide sugar transporter family (SLC35). Eur. J. Physiol. 447 768–775. 10.1007/s00424-003-1093-0 [DOI] [PubMed] [Google Scholar]
- Joao H. C., Dwek R. A. (1993). Effects of glycosylation on protein structure and dynamics in ribonuclease B and some of its individual glycoforms. Eur. J. Biochem. 218 239–244. 10.1111/j.1432-1033.1993.tb18370.x [DOI] [PubMed] [Google Scholar]
- Käll L., Krogh A., Sonnhammer E. L. L. (2004). A combined transmembrane topology and signal peptide prediction method. J. Mol. Biol. 338 1027–1036. 10.1016/j.jmb.2004.03.016 [DOI] [PubMed] [Google Scholar]
- Kreft L., Botzki A., Coppens F., Vandepoele K., Van Bel M. (2017). PhyD3: a phylogenetic tree viewer with extended phyloXML support for functional genomics data visualization. Bioinformatics 33 2946–2947. 10.1093/bioinformatics/btx324 [DOI] [PubMed] [Google Scholar]
- Kroth P. G., Bones A. M., Daboussi F., Ferrante M. I., Jaubert M., Kolot M., et al. (2018). Genome editing in diatoms: achievements and goals. Plant Cell Rep. 37 1401–1408. 10.1007/s00299-018-2334-1 [DOI] [PubMed] [Google Scholar]
- Lai C.-C., Her G.-R. (2002). Analysis of N-glycosylation of phospholipase A2 from venom of individual bees by microbore high-performance liquid chromatography–electrospray mass spectrometry using an ion trap mass spectrometer. J. Chromatogr. B 766 243–250. 10.1016/s0378-4347(01)00479-0 [DOI] [PubMed] [Google Scholar]
- Landry N., Ward B. J., Treìpanier S., Montomoli E., Dargis M., Lapini G., et al. (2010). Preclinical and clinical development of plant-made virus-like particle vaccine against avian H5N1Influenza. PLoS One 5:e15559. 10.1371/journal.pone.0015559 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lim S. F., Lee M. M., Zhang P., Song Z. (2008). The Golgi CMP-Sialic acid transporter: a new CHO mutant provides functional insights. Glycobiology 18 851–860. 10.1093/glycob/cwn080 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lingg N., Zhang P., Song Z., Bardor M. (2012). The sweet tooth of biopharmaceuticals: importance of recombinant protein glycosylation analysis. Biotechnol. J. 7 1462–1472. 10.1002/biot.201200078 [DOI] [PubMed] [Google Scholar]
- Louvet R., Rayon C., Domon J. M., Rusterucci C., Fournet F., Leaustic A., et al. (2011). Major changes in the cell wall during silique development in Arabidopsis thaliana. Phytochemistry 72 59–67. 10.1016/j.phytochem.2010.10.008 [DOI] [PubMed] [Google Scholar]
- Lübke T., Marquardt T., Etzioni A., Hartmann E., von Figura K., Körner C. (2001). Complementation cloning identifies CDG-IIc, a new type of congenital disorders of glycosylation, as a GDP-fucose transporter deficiency. Nat. Genet. 28 73–76. 10.1038/ng0501-73 [DOI] [PubMed] [Google Scholar]
- Luhn K., Laskowska A., Pielage J., Klämbt C., Ipe U., Vestweber D., et al. (2004). Identification and molecular cloning of a functional GDP-fucose transporter in Drosophila melanogaster. Exp. Cell Res. 301 242–250. 10.1016/j.yexcr.2004.08.043 [DOI] [PubMed] [Google Scholar]
- Luhn K., Wild M. K., Eckhardt M., Gerardy-Schahn R., Vestweber D. (2001). The gene defective in leukocyte adhesion deficiency II encodes a putative GDP-fucose transporter. Nat. Genet. 28 69–72. 10.1038/ng0501-69 [DOI] [PubMed] [Google Scholar]
- Marchler-Bauer A., Bo Y., Han L., He J., Lanczycki C. J., Lu S., et al. (2017). CDD/SPARCLE: functional classification of proteins via subfamily domain architectures. Nucleic Acids Res. 45 D200–D203. 10.1093/nar/gkw1129 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Martin-Jézéquel V., Tesson B. (2012). “Phaeodactylum tricornutum polymorphism: an overview,” in Advances in Algal Cell Biology, eds Heimann K., Katsaros C. (Berlin: Walter De gruyter; ), 43–80. [Google Scholar]
- Mata T. M., Martins A. A., Caetano N. S. (2010). Microalgae for biodiesel production and other applications: a review. Renew. Sustain. Energy Rev. 14 217–232. 10.1016/j.rser.2009.07.020 [DOI] [Google Scholar]
- Mathieu-Rivet E., Kiefer-Meyer M. C., Vanier G., Ovide C., Burel C., Lerouge P., et al. (2014). Protein N-glycosylation in eukaryotic microalgae and its impact on the production of nuclear expressed biopharmaceuticals. Front. Plant Sci. 5:359. 10.3389/fpls.2014.00359 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mimura Y., Katoh T., Saldova R., O’Flaherty R., Izumi T., Mimura-Kimura Y., et al. (2018). Glycosylation engineering of therapeutic IgG antibodies: challenges for the safety, functionality and efficacy. Protein Cell 9 47–62. 10.1007/s13238-017-0433-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Moore J. P., Nguema-Ona E., Chevalier L., Lindsey G. G., Brandt W. F., Lerouge P., et al. (2006). Response of the leaf cell wall to desiccation in the resurrection plant Myrothamnus flabellifolius. Plant Physiol. 141 651–662. 10.1104/pp.106.077701 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mortimer J. C., Yu X. L., Albrecht S., Sicilia F., Huichalaf M., Ampuero D., et al. (2013). Abnormal glycosphingolipid mannosylation triggers salicylic acid–mediated responses in Arabidopsis. Plant Cell 5 1881–1894. 10.1105/tpc.113.111500 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nelson D. M., Treguer P., Brzezinski M. A., Leynaert A., Queguiner B. (1995). Production and dissolution of biogenic silica in the ocean: revised global estimates, comparison with regional data and relationship to biogenic sedimentation. Global Biogeochem. Cycles 9 359–372. 10.1029/95gb01070 [DOI] [Google Scholar]
- Nymark M., Sharma A. K., Sparstad T., Bones A. M., Winge P. A. (2016). CRISPR/Cas9 system adapted for gene editing in marine algae. Sci. Rep. 6:24951. 10.1038/srep24951 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ovide C., Kiefer-Meyer M.-C., Bérard C., Vergne N., Lecroq T., Plasson C., et al. (2018). Comparative in depth RNA sequencing of P. tricornutum’s morphotypes reveals specific features of the oval morphotype. Sci. Rep. 8:14340. 10.1038/s41598-018-32519-7 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Paschinger K., Rendiæ D., Lochnit G., Jantsch V., Wilson I. B. H. (2004). Molecular basis of anti-horseradish peroxidase staining in Caenorhabditis elegans. J. Biol. Chem. 279 49588–49598. 10.1074/jbc.m408978200 [DOI] [PubMed] [Google Scholar]
- Peterson N. A., Anderson T. K., Wu X. J., Yoshino T. P. (2013). In silico analysis of the fucosylation-associated genome of the human blood fluke Schistosoma mansoni: cloning and characterization of the enzymes involved in GDP-L-fucose synthesis and Golgi import. Parasit. Vectors 6:201. 10.1186/1756-3305-6-201 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rautengarten C., Ebert B., Liu L., Stonebloom S., Smith-Moritz A. M., Pauly M., et al. (2016). The Arabidopsis Golgi-localized GDP-L-fucose transporter is required for plant development. Nat. Commun. 7:12119. 10.1038/ncomms12119 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Raven J. A., Waite A. M. (2004). The evolution of silicification in diatoms: inescapable sinking and sinking as escape? New Phytol. 162 45–61. 10.1111/j.1469-8137.2004.01022.x [DOI] [Google Scholar]
- Rayon C., Cabanes-Macheteau M., Loutelier-Bourhis C., Salliot-Maire I., Lemoine J., Reiter W. D., et al. (1999). Characterization of N-glycans from Arabidopsis. Application to a fucose-deficient mutant. Plant Physiol. 119725–734. 10.1104/pp.119.2.725 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Reuhs B. L., Glenn J., Stephens S. B., Kim J. S., Christie D. B., Glushka J. G., et al. (2004). L-Galactose replaces L-fucose in the pectic polysaccharide rhamnogalacturonan II synthesized by the L-fucose-deficient mur1 Arabidopsis mutant. Planta 219 147–157. 10.1007/s00425-004-1205-x [DOI] [PubMed] [Google Scholar]
- Robert X., Gouet P. (2014). Deciphering key features in protein structures with the new ENDscript server. Nucleic Acids Res. 42 W320–W324. 10.1093/nar/gku316 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rup B., Alon S., Amit-Cohen B.-C., Brill Almon E., Chertkoff R., Tekoah Y., et al. (2017). Immunogenicity of glycans on biotherapeutic drugs produced in plant expression systems: the taliglucerase alfa story. PLoS One 12:e0186211. 10.1371/journal.pone.0186211 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Scha ahs M., Strasser R., Stadlmann J., Kunert R., Rademacher T., Steinkellner H. (2007). Production of a monoclonal antibody in plants with a humanized N-glycosylation pattern. Plant Biotechnol. J. 5 657–663. 10.1111/j.1467-7652.2007.00273.x [DOI] [PubMed] [Google Scholar]
- Schoberer J., Strasser R. (2011). Sub-compartmental organization of Golgi-resident N-glycan processing enzymes in plants. Mol. Plant. 4 220–228. 10.1093/mp/ssq082 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Serif M., Dubois G., Finoux A.-L., Teste M.-A., Jallet D., Daboussi F. (2018). One-step generation of multiple gene knock-outs in the diatom Phaeodactylum tricornutum by DNA-free genome editing. Nature Com. 9:3924. 10.1038/s41467-018-06378-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shaaltiel Y., Bartfeld D., Hashmueli S., Baum G., Brill-Almon E., Galili G., et al. (2007). Production of glucocerebrosidase with terminal mannose glycans for enzyme replacement therapy of Gaucher’s disease using a plant cell system. Plant Biotech. J. 5 579–590. 10.1111/j.1467-7652.2007.00263.x [DOI] [PubMed] [Google Scholar]
- Slattery S. S., Diamond A., Wang H., Therrien J. A., Lant J. T., Jazey T., et al. (2018). An expanded plasmid-based genetic toolbox enables cas9 genome editing and stable maintenance of synthetic pathways in Phaeodactylum tricornutum. ACS Synth. Biol. 7 328–338. 10.1021/acssynbio.7b00191 [DOI] [PubMed] [Google Scholar]
- Sonnhammer E. L., von Heijne G., Krogh A. (1998). “A hidden Markov model for predicting transmembrane helices in protein sequences,” in Proceedings of the 6 International Conference Intelligent Systems Molecular Biology, (Menlo Par, CA: AAAI Press), 175–182. [PubMed] [Google Scholar]
- Spolaore P., Joannis-Cassan C., Duran E., Isambert A. (2006). Commercial applications of microalgae. J. Biosci. Bioeng. 101 87–96. 10.1263/jbb.101.87 [DOI] [PubMed] [Google Scholar]
- Stukenberg D., Zauner S., Dell’Aquila G., Maier U. G. (2018). Optimizing CRISPR/Cas9 for the diatom Phaeodactylum tricornutum. Front. Plant Sci. 9:740. 10.3389/fpls.2018.00740 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tekoah Y., Tzaban S., Kizhner T., Hainrichson M., Gantman A., Golembo M., et al. (2013). Glycosylation and functionality of recombinant β-glucocerebrosidase from various production systems. Biosci. Rep. 33:e00071. 10.1042/BSR20130081 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tesson B., Genet M. J., Fernandez V., Degand S., Rouhext P. G., Martin-Jezequel V. (2009). Surface chemical composition of diatoms. ChemBioChem 10 2011–2024. 10.1002/cbic.200800811 [DOI] [PubMed] [Google Scholar]
- van Beers M. M., Bardor M. (2012). Minimizing immunogenicity of biopharmaceuticals by controlling critical quality attributes of proteins. Biotechnol. J. 7 1473–1484. 10.1002/biot.201200065 [DOI] [PubMed] [Google Scholar]
- Vanier G., Hempel F., Chan P., Rodamer M., Vaudry D., Maier U. G., et al. (2015). Biochemical characterization of human anti-hepatitis B monoclonal antibody produced in the microalgae Phaeodactylum tricornutum. PLoS One 10:e0139282. 10.1371/journal.pone.0139282 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vanier G., Stelter S., Vanier J., Hempel F., Maier U. G., Lerouge P., et al. (2018). Alga-made anti-Hepatitis B antibody binds to human Fcγ receptors. Biotechnol. J. 13:e1700496. 10.1002/biot.201700496 [DOI] [PubMed] [Google Scholar]
- Venable J. H., Coggeshall R. (1965). A simplified lead citrate stain for use in electron microscopy. J. Cell Biol. 25 407–408. 10.1083/jcb.25.2.407 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vézina L. P., Faye L., Lerouge P., D’Aoust M. A., Marquet-Blouin E., Burel C., et al. (2009). Transient co-expression for fast and high-yield production of antibodies with human-like N-glycans in plants. Plant Biotechnol. J. 7 442–455. 10.1111/j.1467-7652.2009.00414.x [DOI] [PubMed] [Google Scholar]
- Walsh G. (2014). Biopharmaceutical benchmarks 2014. Nat. Biotechnol. 32992–1000. 10.1038/nbt.3040 [DOI] [PubMed] [Google Scholar]
- Ward B. J., Landry N., Treìpanier S., Mercier G., Dargis M., Couture M., et al. (2014). Human antibody response to N-glycans present on plant-made influenza virus-like particle (VLP) vaccines. Vaccine 32 6098–6106. 10.1016/j.vaccine.2014.08.079 [DOI] [PubMed] [Google Scholar]
- Wilson I. B., Harthill J. E., Mullin N. P., Ashford D. A., Altmann F. (1998). Core α1, 3-fucose is a key part of the epitope recognized by antibodies reacting against plant N-linked oligosaccharides and is present in a wide variety of plant extracts. Glycobiology 8 651–661. 10.1093/glycob/8.7.651 [DOI] [PubMed] [Google Scholar]
- Wilson I. B., Rendiæ D., Freilinger A., Dumiæ J., Altmann F., Mucha J., et al. (2001). Cloning and expression of cDNAs encoding α1, 3-fucosyltransferase homologues from Arabidopsis thaliana. Biochim. Biophys. Acta BBA-Gen. Subj. 1527 88–96. 10.1016/s0304-4165(01)00151-9 [DOI] [PubMed] [Google Scholar]
- Ye J., Coulouris G., Zaretskaya I., Cutcutache I., Rozen S. (2012). Madden, T. Primer-BLAST: a tool to design target-specific primers for polymerase chain reaction. BMC Bioinform. 13:134. 10.1186/1471-2105-13-134 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yusufi F. N. K., Lakshmanan M., Ho Y. S., Loo B. L. W., Ariyaratne P., Yang Y. S., et al. (2017). Mammalian system biotechnology reveals global cellular adaptations in a recombinant CHO cell line. Cell Syst. 4 530–542. [DOI] [PubMed] [Google Scholar]
- Zhang P., Haryadi R., Chan K. F., Teo G., Goh J., Pereira N. A., et al. (2012). Identification of functional elements of the GDP-fucose transporter SLC35C1 using a novel Chinese hamster ovary mutant. Glycobiology 22 897–911. 10.1093/glycob/cws064 [DOI] [PubMed] [Google Scholar]
- Zhao W., Chen T. L., Vertel B. M., Colley K. J. (2006). The CMP-Sialic acid transporter is localized in the medial-trans Golgi and possesses two specific endoplasmic reticulum export motifs in its carboxy-terminal cytoplasmic tail. J. Biol. Chem. 281 31106–31118. 10.1074/jbc.m605564200 [DOI] [PubMed] [Google Scholar]
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