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Effects of codon optimization on the mRNA levels of heterologous genes in filamentous fungi

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Abstract

Filamentous fungi, particularly Aspergillus species, have recently attracted attention as host organisms for recombinant protein production. Because the secretory yields of heterologous proteins are generally low compared with those of homologous proteins or proteins from closely related fungal species, several strategies to produce substantial amounts of recombinant proteins have been conducted. Codon optimization is a powerful tool for improving the production levels of heterologous proteins. Although codon optimization is generally believed to improve the translation efficiency of heterologous genes without affecting their mRNA levels, several studies have indicated that codon optimization causes an increase in the steady-state mRNA levels of heterologous genes in filamentous fungi. However, the mechanism that determines the low mRNA levels when native heterologous genes are expressed was poorly understood. We recently showed that the transcripts of heterologous genes are polyadenylated prematurely within the coding region and that the heterologous gene transcripts can be stabilized significantly by codon optimization, which is probably attributable to the prevention of premature polyadenylation in Aspergillus oryzae. In this review, we describe the detailed mechanism of premature polyadenylation and the rapid degradation of mRNA transcripts derived from heterologous genes in filamentous fungi.

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References

  • Akashi H (2001) Gene expression and molecular evolution. Curr Opin Genet Dev 11:660–666

    Article  PubMed  CAS  Google Scholar 

  • Bagar T, Altenbach K, Read ND, Bencina M (2009) Live-cell imaging and measurement of intracellular pH in filamentous fungi using a genetically encoded ratiometric probe. Eukaryot Cell 8:703–712

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Beaudoing E, Freier S, Wyatt JR, Claverie JM, Gautheret D (2000) Patterns of variant polyadenylation signal usage in human genes. Genome Res 10:1001–1010

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Berg MG, Singh LN, Younis I, Liu Q, Pinto AM, Kaida D, Zhang Z, Cho S, Sherrill-Mix S, Wan L, Dreyfuss G (2012) U1 snRNP determines mRNA length and regulates isoform expression. Cell 150:53–64

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Chen W, Xie T, Shao Y, Chen F (2012) Genomic characteristics comparisons of 12 food-related filamentous fungi in tRNA gene set, codon usage and amino acid composition. Gene 497:116–124

    Article  PubMed  CAS  Google Scholar 

  • Chiu W, Niwa Y, Zeng W, Hirano T, Kobayashi H, Sheen J (1996) Engineered GFP as a vital reporter in plants. Curr Biol 6:325–330

    Article  PubMed  CAS  Google Scholar 

  • Christensen T, Woeldike H, Boel F, Mortensen SB, Hjortshoej K, Thim L, Hansen M (1988) High level expression of recombinant genes in Aspergillus oryzae. Bio/Technology 6:1419–1422

    Article  CAS  Google Scholar 

  • Cormack BP, Bertram G, Egerton M, Gow NA, Falkow S, Brown AJ (1997) Yeast-enhanced green fluorescent protein (yEGFP): a reporter of gene expression in Candida albicans. Microbiology 143:303–311

    Article  PubMed  CAS  Google Scholar 

  • De Rocher EJ, Vargo-Gogola TC, Diehn SH, Green PJ (1998) Direct evidence for rapid degradation of Bacillus thuringiensis toxin mRNA as a cause of poor expression in plants. Plant Physiol 117:1445–1461

    Article  PubMed Central  PubMed  Google Scholar 

  • Diehn SH, Chiu WL, De Rocher EJ, Green PJ (1998) Premature polyadenylation at multiple sites within a Bacillus thuringiensis toxin gene-coding region. Plant Physiol 117:1433–1443

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Doma MK, Parker R (2006) Endonucleolytic cleavage of eukaryotic mRNAs with stalls in translation elongation. Nature 440:561–564

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Doma MK, Parker R (2007) RNA quality control in eukaryotes. Cell 131:660–668

    Article  PubMed  CAS  Google Scholar 

  • Dong H, Nilsson L, Kurland CG (1996) Co-variation of tRNA abundance and codon usage in Escherichia coli at different growth rates. J Mol Biol 260:649–663

    Article  PubMed  CAS  Google Scholar 

  • Drummond DA, Wilke CO (2008) Mistranslation-induced protein misfolding as a dominant constraint on coding-sequence evolution. Cell 134:341–352

    Google Scholar 

  • Fernández-Abalos JM, Fox H, Pitt C, Wells B, Doonan JH (1998) Plant-adapted green fluorescent protein is a versatile vital reporter for gene expression, protein localization and mitosis in the filamentous fungus, Aspergillus nidulans. Mol Microbiol 27:121–130

    Article  PubMed  Google Scholar 

  • Fleissner A, Dersch P (2010) Expression and export: recombinant protein production system for Aspergillus. Appl Microbiol Biotechnol 87:1255–1270

    Article  PubMed  CAS  Google Scholar 

  • Frischmeyer PA, van Hoof A, O’Donnell K, Guerrerio AL, Parker R, Dietz HC (2002) An mRNA surveillance mechanism that eliminates transcripts lacking termination codon. Science 295:2258–2261

    Article  PubMed  CAS  Google Scholar 

  • Garneau NL, Wilusz J, Wilusz CJ (2007) The highways and byways of mRNA decay. Nat Rev Mol Cell Biol 8:113–126

    Article  PubMed  CAS  Google Scholar 

  • Gooch VD, Mehra A, Larrondo LF, Fox J, Touroutoutoudis M, Loros JJ, Dunlap JC (2008) Fully codon-optimized luciferase uncovers novel temperature characteristics of the Neurospora clock. Eukaryot Cell 7:28–37

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Gouka RJ, Punt PJ, Hessing JG, van den Hondel CA (1996) Analysis of heterologous protein production in defined recombinant Aspergillus awamori strains. Appl Environ Microbiol 62:1951–1957

    PubMed Central  PubMed  CAS  Google Scholar 

  • Gouka RJ, Punt PJ, van den Hondel CAMJJ (1997) Efficient production of secreted proteins by Aspergillus: progress, limitations and prospects. Appl Microbiol Biotechnol 47:1–11

    Article  PubMed  CAS  Google Scholar 

  • Graber JH, Cantor CR, Mohr SC, Smith TF (1999a) Genomic detection of new yeast pre-mRNA 3′-end-processing signals. Nucleic Acids Res 27:888–894

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Graber JH, Cantor CR, Mohr SC, Smith TF (1999b) In silico detection of control signals: mRNA 3′-end processing sequences in diverse species. Proc Natl Acad Sci U S A 96:14055–14060

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Graber JH, McAllister GD, Smith TF (2002) Probabilistic prediction of Saccharomyces cerevisiae mRNA 3′-processing sites. Nucleic Acids Res 30:1851–1858

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Graille M, Séraphin B (2012) Surveillance pathways rescuing eukaryotic ribosomes lost in translation. Nat Rev Mol Cell Biol 13:727–735

    Article  PubMed  CAS  Google Scholar 

  • Grec S, Wang Y, Le Guen L, Negrouk V, Boutry M (2000) Cryptic polyadenylation sites within the coding sequence of three yeast genes expressed in tobacco. Gene 242:87–95

    Article  PubMed  CAS  Google Scholar 

  • Gustafsson C, Govindarajan S, Minshull J (2004) Codon bias and heterologous protein expression. Trends Biotechnol 22:346–353

    Article  PubMed  CAS  Google Scholar 

  • Haas J, Park EC, Seed B (1996) Codon usage limitation in the expression of HIV-1 envelope glycoprotein. Curr Biol 6:315–324

    Article  PubMed  CAS  Google Scholar 

  • Haffani YZ, Overney S, Yelle S, Bellemare G, Belzile FJ (2000) Premature polyadenylation contributes to the poor expression of the Bacillus thuringiensis cry3Ca1 gene in transgenic potato plants. Mol Gen Genet 264:82–88

    Article  PubMed  CAS  Google Scholar 

  • Hong S-B, Lee M, Kim D-H, Varga J, Frisvad JC, Perrone G, Gomi K, Yamada O, Machida M, Houbraken J, Samson RA (2013) Aspergillus luchuensis, an industrially important black Aspergillus in East Asia. PLoS ONE 8:e63769

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Hong S-B, Yamada O, Samson RA (2014) Taxonomic re-evaluation of black koji molds. Appl Microbiol Biotechnol (in press) doi 10.1007/s00253-013-5332-9

  • Hu J, Lutz CS, Wilusz J, Tian B (2005) Bioinformatic identification of candidate cis-regulatory elements involved in human mRNA polyadenylation. RNA 11:1485–1493

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Hung F, Deng L, Ravnikar P, Condon R, Li B, Do L, Saha D, Tsao YS, Merchant A, Liu Z, Shi S (2010) mRNA stability and antibody production in CHO cells: improvement through gene optimization. Biotechnol J 5:393–401

    Article  PubMed  CAS  Google Scholar 

  • Ikemura T (1981) Correlation between the abundance of Escherichia coli transfer RNAs and the occurrence of the respective codons in its protein genes: a proposal for a synonymous codon choice that is optimal for the E. coli translational system. J Mol Biol 151:389–409

    Article  PubMed  CAS  Google Scholar 

  • Ikemura T (1985) Codon usage and tRNA content in unicellular and multicellular organisms. Mol Biol Evol 2:13–34

    PubMed  CAS  Google Scholar 

  • Inada T (2013) Quality control systems for aberrant mRNAs induced by aberrant translation elongation and termination. Biochim Biophys Acta 1829:634–642

    Article  PubMed  CAS  Google Scholar 

  • Inada T, Aiba H (2005) Translation of aberrant mRNAs lacking a termination codon or with a shortened 3′-UTR is repressed after initiation in yeast. EMBO J 24:1584–1595

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Iriarte A, Sanguinetti M, Fernández-Calero T, Naya H, Ramón A, Musto H (2012) Translational selection on codon usage in the genus Aspergillus. Gene 506:98–105

    Article  PubMed  CAS  Google Scholar 

  • Isken O, Maquat LE (2007) Quality control of eukaryotic mRNA: safeguarding cells from abnormal mRNA function. Genes Dev 21:1833–1856

    Article  PubMed  CAS  Google Scholar 

  • Ito-Harashima S, Kuroha K, Tatematsu T, Inada T (2007) Translation of the poly(A) tail plays crucial roles in nonstop mRNA surveillance via translation repression and protein destabilization by proteasome in yeast. Genes Dev 21:519–524

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Ji G, Zheng J, Shen Y, Wu X, Jiang R, Lin Y, Loke JC, Davis KM, Reese GJ, Li QQ (2007) Predictive modeling of plant messenger RNA polyadenylation sites. BMC Bioinforma 8:43

    Article  CAS  Google Scholar 

  • Kaida D, Berg MG, Younis I, Kasim M, Singh LN, Wan L, Dreyfuss G (2010) U1 snRNP protects pre-mRNAs from premature cleavage and polyadenylation. Nature 468:664–668

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Kane JF (1995) Effects of rare codon clusters on high-level expression of heterologous proteins in Escherichia coli. Curr Opin Biotechnol 6:494–500

    Article  PubMed  CAS  Google Scholar 

  • Kinnaird JH, Burns PA, Fincham JR (1991) An apparent rare-codon effect on the rate of translation of a Neurospora gene. J Mol Biol 221:733–736

    Article  PubMed  CAS  Google Scholar 

  • Koda A, Bogaki T, Minetoki T, Hirotsune M (2005) High expression of a synthetic gene encoding potato α-glucan phosphorylase in Aspergillus niger. J Biosci Bioeng 100:531–537

    Article  PubMed  CAS  Google Scholar 

  • Kopke K, Hoff B, Kück U (2010) Application of the Saccharomyces cerevisiae FLP/FRT recombination system in filamentous fungi for marker recycling and construction of knockout strains devoid of heterologous genes. Appl Environ Microbiol 76:4664–4674

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Kramer EB, Farabaugh PJ (2007) The frequency of translational misreading errors in E. coli is largely determined by tRNA competition. RNA 13:87–96

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Kudla G, Murray AW, Tollervey D, Plotkin JB (2009) Coding-sequence determinants of gene expression in Escherichia coli. Science 324:255–258

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Kurland C, Gallant J (1996) Errors of heterologous protein expression. Curr Opin Biotechnol 7:489–493

    Article  PubMed  CAS  Google Scholar 

  • Leroch M, Mernke D, Koppenhoefer D, Schneider P, Mosbach A, Doehlemann G, Hahn M (2011) Living colors in the gray mold pathogen Botrytis cinerea: codon-optimized genes encoding green fluorescent protein and mCherry, which exhibit bright fluorescence. Appl Environ Microbiol 77:2887–2897

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Li XL, Skory CD, Ximenes EA, Jordan DB, Dien BS, Hughes SR, Cotta MA (2007) Expression of an AT-rich xylanase gene from the anaerobic fungus Orpinomyces sp. strain PC-2 in and secretion of the heterologous enzyme by Hypocrea jecorina. Appl Microbiol Biotechnol 74:1264–1275

    Article  PubMed  CAS  Google Scholar 

  • Lindsley D, Gallant J (1993) On the directional specificity of ribosome frameshifting at a “hungry” codon. Proc Natl Acad Sci U S A 90:5469–5473

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Loke JC, Stahlberg EA, Strenski DG, Haas BJ, Wood PC, Li QQ (2005) Compilation of mRNA polyadenylation signals in Arabidopsis revealed a new signal element and potential secondary structures. Plant Physiol 138:1457–1468

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Machida M, Yamada O, Gomi K (2008) Genomics of Aspergillus oryzae: learning from the history of koji mold and exploration of its future. DNA Res 15:173–183

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Maertens B, Spriestersbach A, von Groll U, Roth U, Kubicek J, Gerrits M, Graf M, Liss M, Daubert D, Wagner R, Schäfer F (2010) Gene optimization mechanisms: a multi-gene study reveals a high success rate of full length human proteins expressed in Escherichia coli. Protein Sci 19:1312–1326

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Mandel CR, Bai Y, Tong L (2008) Protein factors in pre-mRNA 3′-end processing. Cell Mol Life Sci 65:1099–1122

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Mathew LG, Maloney B, Takeda N, Mason HS (2011) Spurious polyadenylation of Norovirus Narita 104 capsid protein mRNA in transgenic plants. Plant Mol Biol 75:263–275

    Article  PubMed  CAS  Google Scholar 

  • McNulty DE, Claffee BA, Huddleston MJ, Porter ML, Cavnar KM, Kane JF (2003) Mistranslational errors associated with the rare arginine codon CGG in Escherichia coli. Protein Expr Purif 27:365–374

    Article  PubMed  CAS  Google Scholar 

  • Millevoi S, Vagner S (2010) Molecular mechanisms of eukaryotic pre-mRNA 3′ end processing regulation. Nucleic Acids Res 38:2757–2774

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Moqtaderi Z, Geisberg JV, Jin Y, Fan X, Struhl K (2013) Species-specific factors mediate extensive heterogeneity of mRNA 3′ ends in yeasts. Proc Natl Acad Sci U S A 110:11073–11078

    Article  PubMed Central  PubMed  Google Scholar 

  • Nelson G, Kozlova-Zwinderman O, Collis AJ, Knight MR, Fincham JR, Stanger CP, Renwick A, Hessing JG, Punt PJ, van den Hondel CA, Read ND (2004) Calcium measurement in living filamentous fungi expressing codon-optimized aequorin. Mol Microbiol 52:1437–1450

    Article  PubMed  CAS  Google Scholar 

  • Nevalainen KMH, Te’o VSJ, Bergquist PL (2005) Heterologous protein expression in filamentous fungi. Trends Biotechnol 23:468–474

    Article  PubMed  CAS  Google Scholar 

  • Nguyen KL, Ilano M, Akari H, Miyagi E, Poeschla EM, Strebel K, Bour S (2004) Codon optimization of the HIV-1 vpu and vif genes stabilizes their mRNA and allows for highly efficient Rev-independent expression. Virology 319:163–175

    Article  PubMed  CAS  Google Scholar 

  • Novoa EM, de Pouplana LR (2012) Speeding with control: codon usage, tRNAs, and ribosomes. Trends Genet 28:574–581

    Article  PubMed  CAS  Google Scholar 

  • Outchkourov NS, Stiekema WJ, Jongsma MA (2002) Optimization of the expression of equistatin in Pichia pastoris. Protein Expr Purif 24:18–24

    Article  PubMed  CAS  Google Scholar 

  • Punt PJ, van Biezen N, Conesa A, Albers A, Mangnus J, van den Hondel C (2002) Filamentous fungi as cell factories for heterologous protein production. Trends Biotechnol 20:200–206

    Article  PubMed  CAS  Google Scholar 

  • Rosenberg AH, Goldman E, Dunn JJ, Studier FW, Zubay G (1993) Effects of consecutive AGG codons on translation in Escherichia coli, demonstrated with a versatile codon test system. J Bacteriol 175:716–722

    PubMed Central  PubMed  CAS  Google Scholar 

  • Sasaguri S, Maruyama J, Moriya S, Kudo T, Kitamoto K, Arioka M (2008) Codon optimization prevents premature polyadenylation of heterologously-expressed cellulases from termite-gut symbionts in Aspergillus oryzae. J Gen Appl Microbiol 54:343–351

    Article  PubMed  CAS  Google Scholar 

  • Schlackow M, Marguerat S, Proudfoot NJ, Bähler J, Erban R, Gullerova M (2013) Genome-wide analysis of poly(A) site selection in Schizosaccharomyces pombe. RNA 19:1617–1631

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Scholtmeijer J, Wösten HAB, Springer J, Wessels JGH (2001) Effect of introns and AT-rich sequences on expression of the bacterial hygromycin B resistance gene in the basidiomycete Schizophyllum commune. Appl Environ Microbiol 67:481–483

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Schuren FHJ, Wessels JGH (1998) Expression of heterologous genes in Schizophyllum commune is often hampered by the formation of truncated transcripts. Curr Genet 33:151–156

    Article  PubMed  CAS  Google Scholar 

  • Shen Y, Ji G, Haas BJ, Wu X, Zheng J, Reese GJ, Li QQ (2008) Genome level analysis of rice mRNA 3′-end processing signals and alternative polyadenylation. Nucleic Acids Res 36:3150–3161

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Shoemaker CJ, Green R (2012) Translation drives mRNA quality control. Nat Struct Mol Biol 19:594–601

    Article  PubMed  CAS  Google Scholar 

  • Spanjaard RA, van Duin J (1988) Translation of the sequence AGG-AGG yields 50 % ribosomal frameshift. Proc Natl Acad Sci U S A 85:7967–7971

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Sparks KA, Dieckmann CL (1998) Regulation of poly(A) site choice of several yeast mRNAs. Nucleic Acids Res 26:4676–4687

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Takenaka Y, Haga N, Harumoto T, Matsuura T, Mitsui Y (2002) Transformation of Paramecium caudatum with a novel expression vector harboring codon-optimized GFP gene. Gene 284:233–240

    Article  PubMed  CAS  Google Scholar 

  • Tanaka M, Sakai Y, Yamada O, Shintani T, Gomi K (2011) In silico analysis of 3′-end-processing signals in Aspergillus oryzae using expressed sequence tags and genomic sequencing data. DNA Res 18:189–200

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Tanaka M, Tokuoka M, Gomi K (2008) Nonstop mRNA formation by premature polyadenylation within the ORF of heterologous gene in Aspergillus oryzae (in Japanese). Biosci Ind 66:135–139

    CAS  Google Scholar 

  • Tanaka M, Tokuoka M, Shintani T, Gomi K (2012) Transcripts of a heterologous gene encoding mite allergen Der f 7 are stabilized by codon optimization in Aspergillus oryzae. Appl Microbiol Biotechnol 96:1275–1282

    Article  PubMed  CAS  Google Scholar 

  • Te’o VSJ, Cziferszky AE, Bergquist PL, Nevalainen KM (2000) Codon optimization of xylanase gene xynB from the thermophilic bacterium Dictyoglomus thermophilum for expression in the filamentous fungus Trichoderma reesei. FEMS Microbiol Lett 190:13–19

    Article  PubMed  Google Scholar 

  • Tian B, Hu J, Zhang H, Lutz CS (2005) A large-scale analysis of mRNA polyadenylation of human and mouse genes. Nucleic Acids Res 33:201–212

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Tokuoka M, Tanaka M, Ono K, Takagi S, Shintani T, Gomi K (2008) Codon optimization increases steady-state mRNA levels in Aspergillus oryzae heterologous gene expression. Appl Environ Microbiol 74:6538–6546

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Tsuboi T, Kuroha K, Kudo K, Makino S, Inoue E, Kashima I, Inada T (2012) Dom34:hbs1 plays a general role in quality-control systems by dissociation of a stalled ribosome at the 3′ end of aberrant mRNA. Mol Cell 46:518–529

    Article  PubMed  CAS  Google Scholar 

  • Tuller T, Waldman YY, Kupie M, Ruppin E (2010) Translation efficiency is determined by both codon bias and folding energy. Proc Natl Acad Sci U S A 107:3645–3650

    Article  PubMed Central  PubMed  Google Scholar 

  • van Hoof A, Frischmeyer PA, Dietz HC, Parker R (2002) Exosome-mediated recognition and degradation of mRNAs lacking a termination codon. Science 295:2262–2264

    Article  PubMed  Google Scholar 

  • Ward OP (2012) Production of recombinant proteins by filamentous fungi. Biotechnol Adv 30:1119–1139

    Article  PubMed  CAS  Google Scholar 

  • Yang TT, Cheng L, Kain SR (1996) Optimized codon usage and chromophore mutations provide enhanced sensitivity with the green fluorescent protein. Nucleic Acids Res 24:4592–4593

    Article  PubMed Central  PubMed  CAS  Google Scholar 

  • Zhang W, Xiao W, Wei H, Zhang J, Tian Z (2006) mRNA secondary structure at start AUG codon is a key limiting factor for human protein expression in Escherichia coli. Biochem Biophys Res Commun 349:69–78

    Article  PubMed  CAS  Google Scholar 

  • Zhao J, Hyman L, Moore C (1999) Formation of mRNA 3′ ends in eukaryotes: mechanism, regulation, and interrelationships with other steps in mRNA synthesis. Microbiol Mol Biol Rev 63:405–445

    PubMed Central  PubMed  CAS  Google Scholar 

  • Zolotukhin S, Potter M, Hauswirth WW, Guy J, Muzyczka N (1996) A “humanized” green fluorescent protein cDNA adapted for high-level expression in mammalian cells. J Virol 70:4646–4654

    PubMed Central  PubMed  CAS  Google Scholar 

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Correspondence to Mizuki Tanaka or Katsuya Gomi.

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Tanaka, M., Tokuoka, M. & Gomi, K. Effects of codon optimization on the mRNA levels of heterologous genes in filamentous fungi. Appl Microbiol Biotechnol 98, 3859–3867 (2014). https://doi.org/10.1007/s00253-014-5609-7

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