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Volumn 39, Issue , 2017, Pages 257-266

Combining Gal4p-mediated expression enhancement and directed evolution of isoprene synthase to improve isoprene production in Saccharomyces cerevisiae

Author keywords

Directed evolution; GAL4 regulation; Isoprene; Isoprene synthase; Saccharomyces cerevisiae

Indexed keywords

BIOCHEMISTRY; BIOSYNTHESIS; CARBON; CATALYST ACTIVITY; FERMENTATION; GENE EXPRESSION; YEAST;

EID: 85008643956     PISSN: 10967176     EISSN: 10967184     Source Type: Journal    
DOI: 10.1016/j.ymben.2016.12.011     Document Type: Article
Times cited : (74)

References (46)
  • 1
    • 84891764107 scopus 로고    scopus 로고
    • Heterologous expression of the mevalonic acid pathway in cyanobacteria enhances endogenous carbon partitioning to isoprene
    • Bentley, F.K., Zurbriggen, A., Melis, A., Heterologous expression of the mevalonic acid pathway in cyanobacteria enhances endogenous carbon partitioning to isoprene. Mol. Plant. 7 (2014), 71–86.
    • (2014) Mol. Plant. , vol.7 , pp. 71-86
    • Bentley, F.K.1    Zurbriggen, A.2    Melis, A.3
  • 2
    • 0032579440 scopus 로고    scopus 로고
    • Designer deletion strains derived from Saccharomyces cerevisiae S288C: a useful set of strains and plasmids for PCR-mediated gene disruption and other applications
    • Brachmann, C.B., Davies, A., Cost, G.J., Caputo, E., Li, J., Hieter, P., Boeke, J.D., Designer deletion strains derived from Saccharomyces cerevisiae S288C: a useful set of strains and plasmids for PCR-mediated gene disruption and other applications. Yeast 14 (1998), 115–132.
    • (1998) Yeast , vol.14 , pp. 115-132
    • Brachmann, C.B.1    Davies, A.2    Cost, G.J.3    Caputo, E.4    Li, J.5    Hieter, P.6    Boeke, J.D.7
  • 3
    • 33751120932 scopus 로고    scopus 로고
    • Production of isoprenoid pharmaceuticals by engineered microbes
    • Chang, M.C.Y., Keasling, J.D., Production of isoprenoid pharmaceuticals by engineered microbes. Nat. Chem. Biol. 2 (2006), 674–681.
    • (2006) Nat. Chem. Biol. , vol.2 , pp. 674-681
    • Chang, M.C.Y.1    Keasling, J.D.2
  • 5
    • 0029994841 scopus 로고    scopus 로고
    • A new efficient gene disruption cassette for repeated use in budding yeast
    • Güldener, U., Heck, S., Fiedler, T., Beinhauer, J., Hegemann, J.H., A new efficient gene disruption cassette for repeated use in budding yeast. Nucleic Acids Res. 24 (1996), 2519–2524.
    • (1996) Nucleic Acids Res. , vol.24 , pp. 2519-2524
    • Güldener, U.1    Heck, S.2    Fiedler, T.3    Beinhauer, J.4    Hegemann, J.H.5
  • 6
    • 33644792045 scopus 로고    scopus 로고
    • Yeast transformation by the LiAc/SS carrier DNA/PEG method
    • Gietz, R.D., Woods, R.A., Yeast transformation by the LiAc/SS carrier DNA/PEG method. Methods Mol. Biol. 313 (2006), 107–120.
    • (2006) Methods Mol. Biol. , vol.313 , pp. 107-120
    • Gietz, R.D.1    Woods, R.A.2
  • 7
    • 0023805741 scopus 로고    scopus 로고
    • Negative effect of the transcriptional activator GAL4
    • Gill, G., Ptashne, M., Negative effect of the transcriptional activator GAL4. Nature 334 (2002), 721–724.
    • (2002) Nature , vol.334 , pp. 721-724
    • Gill, G.1    Ptashne, M.2
  • 8
    • 0023803638 scopus 로고
    • Cooperative DNA binding of the yeast transcriptional activator GAL4
    • Giniger, E., Ptashne, M., Cooperative DNA binding of the yeast transcriptional activator GAL4. Proc. Natl. Acad. Sci. USA 85 (1988), 382–386.
    • (1988) Proc. Natl. Acad. Sci. USA , vol.85 , pp. 382-386
    • Giniger, E.1    Ptashne, M.2
  • 9
    • 84964397449 scopus 로고    scopus 로고
    • Development of an efficient autoinducible expression system by promoter engineering in Bacillus subtilis
    • Guan, C., Cui, W., Cheng, J., Zhou, L., Liu, Z., Zhou, Z., Development of an efficient autoinducible expression system by promoter engineering in Bacillus subtilis. Micro. Cell Fact. 15 (2016), 1–12.
    • (2016) Micro. Cell Fact. , vol.15 , pp. 1-12
    • Guan, C.1    Cui, W.2    Cheng, J.3    Zhou, L.4    Liu, Z.5    Zhou, Z.6
  • 10
    • 33746885462 scopus 로고    scopus 로고
    • Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature)
    • Guenther, A.B., Karl, T., Harley, P.C., Geron, C., Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature). Atmos. Chem. Phys. 6 (2006), 3181–3210.
    • (2006) Atmos. Chem. Phys. , vol.6 , pp. 3181-3210
    • Guenther, A.B.1    Karl, T.2    Harley, P.C.3    Geron, C.4
  • 11
    • 0034608677 scopus 로고    scopus 로고
    • Fermentative capacity in high-cell-density fed-batch cultures of baker's yeast
    • Hoek, P.V., Hulster, E.D., Dijken, J.P.V., Pronk, J.T., Fermentative capacity in high-cell-density fed-batch cultures of baker's yeast. Biotechnol. Bioeng. 68 (2000), 517–523.
    • (2000) Biotechnol. Bioeng. , vol.68 , pp. 517-523
    • Hoek, P.V.1    Hulster, E.D.2    Dijken, J.P.V.3    Pronk, J.T.4
  • 12
    • 84864186953 scopus 로고    scopus 로고
    • Metabolic engineering of Saccharomyces cerevisiae: a key cell factory platform for future biorefineries
    • Hong, K.-K., Nielsen, J., Metabolic engineering of Saccharomyces cerevisiae: a key cell factory platform for future biorefineries. Cell Mol. Life Sci. 69 (2012), 2671–2690.
    • (2012) Cell Mol. Life Sci. , vol.69 , pp. 2671-2690
    • Hong, K.-K.1    Nielsen, J.2
  • 13
    • 0028230982 scopus 로고
    • Multiple mechanisms provide rapid and stringent glucose repression of GAL Gene expression in Saccharomyces cerevisiae
    • Johnston, M., Flick, J.S., Pexton, T., Multiple mechanisms provide rapid and stringent glucose repression of GAL Gene expression in Saccharomyces cerevisiae. Mol. Cell Biol. 14 (1994), 3834–3841.
    • (1994) Mol. Cell Biol. , vol.14 , pp. 3834-3841
    • Johnston, M.1    Flick, J.S.2    Pexton, T.3
  • 14
    • 2042528599 scopus 로고
    • Isolation of the yeast regulatory gene GAL4 and analysis of its dosage effects on the galactose/melibiose regulon
    • Johnston, S.A., Hopper, J.E., Isolation of the yeast regulatory gene GAL4 and analysis of its dosage effects on the galactose/melibiose regulon. Proc. Natl. Acad. Sci. USA 79 (1982), 6971–6975.
    • (1982) Proc. Natl. Acad. Sci. USA , vol.79 , pp. 6971-6975
    • Johnston, S.A.1    Hopper, J.E.2
  • 15
    • 77956782362 scopus 로고    scopus 로고
    • Structure of isoprene synthase illuminates the chemical mechanism of teragram atmospheric carbon emission
    • Köksal, M., Zimmer, I., Schnitzler, J.-P., Christianson, D.W., Structure of isoprene synthase illuminates the chemical mechanism of teragram atmospheric carbon emission. J. Mol. Biol. 402 (2010), 363–373.
    • (2010) J. Mol. Biol. , vol.402 , pp. 363-373
    • Köksal, M.1    Zimmer, I.2    Schnitzler, J.-P.3    Christianson, D.W.4
  • 16
    • 84872415347 scopus 로고    scopus 로고
    • Characterization of plasmid burden and copy number in Saccharomyces cerevisiae for optimization of metabolic engineering applications
    • Karim, A.S., Curran, K.A., Alper, H.S., Characterization of plasmid burden and copy number in Saccharomyces cerevisiae for optimization of metabolic engineering applications. FEMS Yeast Res. 13 (2013), 107–116.
    • (2013) FEMS Yeast Res. , vol.13 , pp. 107-116
    • Karim, A.S.1    Curran, K.A.2    Alper, H.S.3
  • 17
    • 84859772410 scopus 로고    scopus 로고
    • Synthetic biology and the development of tools for metabolic engineering
    • Keasling, J.D., Synthetic biology and the development of tools for metabolic engineering. Metab. Eng. 102 (2012), 189–195.
    • (2012) Metab. Eng. , vol.102 , pp. 189-195
    • Keasling, J.D.1
  • 18
    • 0031543435 scopus 로고    scopus 로고
    • Directed evolution of enzyme catalysts
    • Kuchner, O., Arnold, F.H., Directed evolution of enzyme catalysts. Trends Biotechnol. 15 (1997), 523–530.
    • (1997) Trends Biotechnol. , vol.15 , pp. 523-530
    • Kuchner, O.1    Arnold, F.H.2
  • 19
    • 84921476371 scopus 로고    scopus 로고
    • A synthetic suicide riboswitch for the high-throughput screening of metabolite production in Saccharomyces cerevisiae
    • Lee, S.-W., Oh, M.-K., A synthetic suicide riboswitch for the high-throughput screening of metabolite production in Saccharomyces cerevisiae. Metab. Eng. 28 (2015), 143–150.
    • (2015) Metab. Eng. , vol.28 , pp. 143-150
    • Lee, S.-W.1    Oh, M.-K.2
  • 20
    • 70449336249 scopus 로고    scopus 로고
    • Engineering a platform for photosynthetic isoprene production in cyanobacteria, using Synechocystis as the model organism
    • Lindberg, P., Park, S., Melis, A., Engineering a platform for photosynthetic isoprene production in cyanobacteria, using Synechocystis as the model organism. Metab. Eng. 12 (2010), 70–79.
    • (2010) Metab. Eng. , vol.12 , pp. 70-79
    • Lindberg, P.1    Park, S.2    Melis, A.3
  • 21
    • 0035710746 scopus 로고    scopus 로고
    • Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) method
    • Livak, K.J., Schmittgen, T.D., Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) method. Methods 25 (2001), 402–408.
    • (2001) Methods , vol.25 , pp. 402-408
    • Livak, K.J.1    Schmittgen, T.D.2
  • 22
    • 0029058555 scopus 로고
    • Transcriptional regulation in the yeast GAL gene family: a complex genetic network
    • Lohr, D., Venkov, P., Zlatanova, J., Transcriptional regulation in the yeast GAL gene family: a complex genetic network. FASEB J. 9 (1995), 777–787.
    • (1995) FASEB J. , vol.9 , pp. 777-787
    • Lohr, D.1    Venkov, P.2    Zlatanova, J.3
  • 23
    • 84894266874 scopus 로고    scopus 로고
    • Enhanced production of coenzyme Q10 by self-regulating the engineered MEP pathway in Rhodobacter sphaeroides
    • Lu, W., Ye, L., Xu, H., Xie, W., Gu, J., Yu, H., Enhanced production of coenzyme Q10 by self-regulating the engineered MEP pathway in Rhodobacter sphaeroides. Biotechnol. Bioeng. 111 (2014), 761–769.
    • (2014) Biotechnol. Bioeng. , vol.111 , pp. 761-769
    • Lu, W.1    Ye, L.2    Xu, H.3    Xie, W.4    Gu, J.5    Yu, H.6
  • 24
    • 85009942928 scopus 로고    scopus 로고
    • Combinatorial pathway optimization in Escherichia coli by directed co-evolution of rate-limiting enzymes and modular pathway engineering
    • Lv, X., Gu, J., Wang, F., Xie, W., Liu, M., Ye, L., Yu, H., Combinatorial pathway optimization in Escherichia coli by directed co-evolution of rate-limiting enzymes and modular pathway engineering. Biotechnol. Bioeng. 9999 (2016), 1–9.
    • (2016) Biotechnol. Bioeng. , vol.9999 , pp. 1-9
    • Lv, X.1    Gu, J.2    Wang, F.3    Xie, W.4    Liu, M.5    Ye, L.6    Yu, H.7
  • 25
    • 84988808483 scopus 로고    scopus 로고
    • Dual regulation of cytoplasmic and mitochondrial acetyl-CoA utilization for improved isoprene production by Saccharomyces cerevisiae
    • Lv, X., Wang, F., Zhou, P., Ye, L., Xie, W., Xu, H., Yu, H., Dual regulation of cytoplasmic and mitochondrial acetyl-CoA utilization for improved isoprene production by Saccharomyces cerevisiae. Nat. Commun., 7, 2016, 12851.
    • (2016) Nat. Commun. , vol.7 , pp. 12851
    • Lv, X.1    Wang, F.2    Zhou, P.3    Ye, L.4    Xie, W.5    Xu, H.6    Yu, H.7
  • 26
    • 84904873611 scopus 로고    scopus 로고
    • Enhanced isoprene biosynthesis in Saccharomyces cerevisiae by engineering of the native acetyl-CoA and mevalonic acid pathways with a push-pull-restrain strategy
    • Lv, X., Xie, W., Lu, W., Guo, F., Gu, J., Yu, H., Ye, L., Enhanced isoprene biosynthesis in Saccharomyces cerevisiae by engineering of the native acetyl-CoA and mevalonic acid pathways with a push-pull-restrain strategy. J. Biotechnol. 186 (2014), 128–136.
    • (2014) J. Biotechnol. , vol.186 , pp. 128-136
    • Lv, X.1    Xie, W.2    Lu, W.3    Guo, F.4    Gu, J.5    Yu, H.6    Ye, L.7
  • 27
    • 84878858289 scopus 로고    scopus 로고
    • Significantly enhanced production of isoprene by ordered coexpression of genes dxs, dxr, and idi in Escherichia coli
    • Lv, X., Xu, H., Yu, H., Significantly enhanced production of isoprene by ordered coexpression of genes dxs, dxr, and idi in Escherichia coli. Appl. Microbiol. Biotechnol. 97 (2013), 2357–2365.
    • (2013) Appl. Microbiol. Biotechnol. , vol.97 , pp. 2357-2365
    • Lv, X.1    Xu, H.2    Yu, H.3
  • 28
    • 0027285575 scopus 로고
    • Alteration of cell population structure due to cell lysis in Saccharomyces cerevisiae cells overexpressing the GAL4 gene
    • Martegani, E., Brambilla, L., Porro, D., Ranzi, B.M., Alberghina, L., Alteration of cell population structure due to cell lysis in Saccharomyces cerevisiae cells overexpressing the GAL4 gene. Yeast 9 (1993), 575–582.
    • (1993) Yeast , vol.9 , pp. 575-582
    • Martegani, E.1    Brambilla, L.2    Porro, D.3    Ranzi, B.M.4    Alberghina, L.5
  • 29
  • 30
    • 84957883094 scopus 로고    scopus 로고
    • Development of a light-regulated cell-recovery system for non-photosynthetic bacteria
    • Nakajima, M., Abe, K., Ferri, S., Sode, K., Development of a light-regulated cell-recovery system for non-photosynthetic bacteria. Microb. Cell Fact. 15 (2016), 1–8.
    • (2016) Microb. Cell Fact. , vol.15 , pp. 1-8
    • Nakajima, M.1    Abe, K.2    Ferri, S.3    Sode, K.4
  • 31
    • 62949101950 scopus 로고    scopus 로고
    • Overexpression of the gene encoding HMG-CoA reductase in Saccharomyces cerevisiae for production of prenyl alcohols
    • Ohto, C., Muramatsu, M., Obata, S., Sakuradani, E., Shimizu, S., Overexpression of the gene encoding HMG-CoA reductase in Saccharomyces cerevisiae for production of prenyl alcohols. Appl. Microbiol. Biotechnol. 82 (2009), 837–845.
    • (2009) Appl. Microbiol. Biotechnol. , vol.82 , pp. 837-845
    • Ohto, C.1    Muramatsu, M.2    Obata, S.3    Sakuradani, E.4    Shimizu, S.5
  • 32
    • 0033664269 scopus 로고    scopus 로고
    • Increasing galactose consumption by Saccharomyces cerevisiae through metabolic engineering of the GAL gene regulatory network
    • Ostergaard, S., Olsson, L., Johnston, M., Nielsen, J., Increasing galactose consumption by Saccharomyces cerevisiae through metabolic engineering of the GAL gene regulatory network. Nat. Biotechnol. 18 (2000), 1283–1286.
    • (2000) Nat. Biotechnol. , vol.18 , pp. 1283-1286
    • Ostergaard, S.1    Olsson, L.2    Johnston, M.3    Nielsen, J.4
  • 33
    • 0031962865 scopus 로고    scopus 로고
    • Overexpression of a cytosolic hydroxymethylglutaryl-CoA reductase leads to squalene accumulation in yeast
    • Polakowski, T., Stahl, U., Lang, C., Overexpression of a cytosolic hydroxymethylglutaryl-CoA reductase leads to squalene accumulation in yeast. Appl. Microbiol. Biotechnol. 49 (1998), 66–71.
    • (1998) Appl. Microbiol. Biotechnol. , vol.49 , pp. 66-71
    • Polakowski, T.1    Stahl, U.2    Lang, C.3
  • 34
    • 17644362282 scopus 로고    scopus 로고
    • Gene expression and characterization of isoprene synthase from Populus alba
    • Sasaki, K., Ohara, K., Yazaki, K., Gene expression and characterization of isoprene synthase from Populus alba. FEBS Lett. 579 (2005), 2514–2518.
    • (2005) FEBS Lett. , vol.579 , pp. 2514-2518
    • Sasaki, K.1    Ohara, K.2    Yazaki, K.3
  • 36
    • 84875808865 scopus 로고    scopus 로고
    • Isoprene synthases genes from a monophyletic clade of acyclic terpene synthases in the TPS-B terpene synthase family
    • Sharkey, T.D., Gray, D.W., Pell, H.K., Breneman, S.R., Topper, L., Isoprene synthases genes from a monophyletic clade of acyclic terpene synthases in the TPS-B terpene synthase family. Evolution 67 (2012), 1026–1040.
    • (2012) Evolution , vol.67 , pp. 1026-1040
    • Sharkey, T.D.1    Gray, D.W.2    Pell, H.K.3    Breneman, S.R.4    Topper, L.5
  • 37
    • 33746505495 scopus 로고    scopus 로고
    • A novel GAL recombinant yeast strain for enhanced protein production
    • Stagoj, M.N., Comino, A., Komel, R., A novel GAL recombinant yeast strain for enhanced protein production. Biomol. Eng. 23 (2006), 195–199.
    • (2006) Biomol. Eng. , vol.23 , pp. 195-199
    • Stagoj, M.N.1    Comino, A.2    Komel, R.3
  • 38
    • 0021706595 scopus 로고
    • Disruption of regulatory gene GAL80 in Saccharomyces cerevisiae: effects on carbon-controlled regulation of the galactose/melibiose pathway genes
    • Torchia, T.E., Hamilton, R.W., Cano, C.L., Hopper, J.E., Disruption of regulatory gene GAL80 in Saccharomyces cerevisiae: effects on carbon-controlled regulation of the galactose/melibiose pathway genes. Mol. Cell Biol. 4 (1984), 1521–1527.
    • (1984) Mol. Cell Biol. , vol.4 , pp. 1521-1527
    • Torchia, T.E.1    Hamilton, R.W.2    Cano, C.L.3    Hopper, J.E.4
  • 39
    • 35148889024 scopus 로고    scopus 로고
    • Identification of isopentenol biosynthetic genes from Bacillus subtilis by a screening method based on isoprenoid precursor toxicity
    • Withers, S.T., Gottlieb, S.S., Newman, J.D., Keasling, J.D., Identification of isopentenol biosynthetic genes from Bacillus subtilis by a screening method based on isoprenoid precursor toxicity. Appl. Environ. Microbiol. 73 (2007), 6277–6283.
    • (2007) Appl. Environ. Microbiol. , vol.73 , pp. 6277-6283
    • Withers, S.T.1    Gottlieb, S.S.2    Newman, J.D.3    Keasling, J.D.4
  • 40
    • 84888060999 scopus 로고    scopus 로고
    • Construction of a controllable b-carotene biosynthetic pathway by decentralized assembly strategy in Saccharomyces cerevisiae
    • Xie, W., Liu, M., Lv, X., Lu, W., Gu, J., Yu, H., Construction of a controllable b-carotene biosynthetic pathway by decentralized assembly strategy in Saccharomyces cerevisiae. Biotechnol. Bioeng. 111 (2014), 125–133.
    • (2014) Biotechnol. Bioeng. , vol.111 , pp. 125-133
    • Xie, W.1    Liu, M.2    Lv, X.3    Lu, W.4    Gu, J.5    Yu, H.6
  • 41
    • 84917707014 scopus 로고    scopus 로고
    • Sequential control of biosynthetic pathways for balanced utilization of metabolic intermediates in Saccharomyces cerevisiae
    • Xie, W., Ye, L., Lv, X., Xu, H., Yu, H., Sequential control of biosynthetic pathways for balanced utilization of metabolic intermediates in Saccharomyces cerevisiae. Metab. Eng. 28 (2015), 8–18.
    • (2015) Metab. Eng. , vol.28 , pp. 8-18
    • Xie, W.1    Ye, L.2    Lv, X.3    Xu, H.4    Yu, H.5
  • 42
    • 79953268907 scopus 로고    scopus 로고
    • Enhancing isoprene production by genetic modification of the 1-deoxy-d-xylulose-5-phosphate pathway in Bacillus subtilis
    • Xue, J., Ahring, B.K., Enhancing isoprene production by genetic modification of the 1-deoxy-d-xylulose-5-phosphate pathway in Bacillus subtilis. Appl. Environ. Microbiol. 77 (2011), 2399–2405.
    • (2011) Appl. Environ. Microbiol. , vol.77 , pp. 2399-2405
    • Xue, J.1    Ahring, B.K.2
  • 43
    • 84969858015 scopus 로고    scopus 로고
    • Synergy between methylerythritol phosphate pathway and mevalonate pathway for isoprene production in Escherichia coli
    • Yang, C., Gao, X., Jiang, Y., Sun, B., Gao, F., Yang, S., Synergy between methylerythritol phosphate pathway and mevalonate pathway for isoprene production in Escherichia coli. Metab. Eng. 37 (2016), 79–91.
    • (2016) Metab. Eng. , vol.37 , pp. 79-91
    • Yang, C.1    Gao, X.2    Jiang, Y.3    Sun, B.4    Gao, F.5    Yang, S.6
  • 44
    • 84982833710 scopus 로고    scopus 로고
    • Engineering microbes for isoprene production
    • Ye, L., Lv, X., Yu, H., Engineering microbes for isoprene production. Metab. Eng., 2016.
    • (2016) Metab. Eng.
    • Ye, L.1    Lv, X.2    Yu, H.3
  • 45
    • 79958232375 scopus 로고    scopus 로고
    • Biosynthesis of isoprene in Escherichia coli via methylerythritol phosphate (MEP) pathway
    • Zhao, Y., Yang, J., Qin, B., Li, Y., Sun, Y., Su, S., Xian, M., Biosynthesis of isoprene in Escherichia coli via methylerythritol phosphate (MEP) pathway. Appl. Microbiol. Biotechnol. 90 (2011), 1915–1922.
    • (2011) Appl. Microbiol. Biotechnol. , vol.90 , pp. 1915-1922
    • Zhao, Y.1    Yang, J.2    Qin, B.3    Li, Y.4    Sun, Y.5    Su, S.6    Xian, M.7
  • 46
    • 84868471914 scopus 로고    scopus 로고
    • Isoprene production via the mevalonic acid pathway in Escherichia coli (bacteria)
    • Zurbriggen, A., Henning, K., Anastasios, M., Isoprene production via the mevalonic acid pathway in Escherichia coli (bacteria). BioEnergy Res. 5 (2012), 814–828.
    • (2012) BioEnergy Res. , vol.5 , pp. 814-828
    • Zurbriggen, A.1    Henning, K.2    Anastasios, M.3


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