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Volumn 125, Issue 4, 2010, Pages

Designing hypoallergenic derivatives for allergy treatment by means of in silico mutation and screening

Author keywords

Bet v 1; DNA vaccines; hypoallergen; in silico mutation; knowledge based potential; Phl p 5; recombinant allergen; Specific immunotherapy; type I allergy; z score

Indexed keywords

BLOCKING ANTIBODY; EPITOPE; IMMUNOGLOBULIN E ANTIBODY; IMMUNOGLOBULIN G; IMMUNOGLOBULIN G1; IMMUNOGLOBULIN G2A; MUTANT PROTEIN; RBET MUT 123 PROTEIN; RBET MUT 1234 PROTEIN; RECOMBINANT ALLERGEN; RECOMBINANT BET V 1A; RECOMBINANT PHL P 5B; UNCLASSIFIED DRUG;

EID: 77950205047     PISSN: 00916749     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jaci.2010.01.031     Document Type: Article
Times cited : (39)

References (44)
  • 1
    • 0035495857 scopus 로고    scopus 로고
    • The germless theory of allergic disease: revisiting the hygiene hypothesis
    • Wills-Karp M., Santeliz J., and Karp C.L. The germless theory of allergic disease: revisiting the hygiene hypothesis. Nat Rev Immunol 1 (2001) 69-75
    • (2001) Nat Rev Immunol , vol.1 , pp. 69-75
    • Wills-Karp, M.1    Santeliz, J.2    Karp, C.L.3
  • 2
    • 33749016485 scopus 로고    scopus 로고
    • Immunological mechanisms of allergen-specific immunotherapy
    • Larche M., Akdis C.A., and Valenta R. Immunological mechanisms of allergen-specific immunotherapy. Nat Rev Immunol 6 (2006) 761-771
    • (2006) Nat Rev Immunol , vol.6 , pp. 761-771
    • Larche, M.1    Akdis, C.A.2    Valenta, R.3
  • 3
    • 2442648797 scopus 로고    scopus 로고
    • Allergen immunotherapy: therapeutic vaccines for allergic diseases. World Health Organization. American academy of Allergy, Asthma and Immunology
    • Bousquet J., Lockey R., Malling H.J., Alvarez-Cuesta E., Canonica G.W., Chapman M.D., et al. Allergen immunotherapy: therapeutic vaccines for allergic diseases. World Health Organization. American academy of Allergy, Asthma and Immunology. Ann Allergy Asthma Immunol 81 (1998) 401-405
    • (1998) Ann Allergy Asthma Immunol , vol.81 , pp. 401-405
    • Bousquet, J.1    Lockey, R.2    Malling, H.J.3    Alvarez-Cuesta, E.4    Canonica, G.W.5    Chapman, M.D.6
  • 4
    • 0036598404 scopus 로고    scopus 로고
    • The future of antigen-specific immunotherapy of allergy
    • Valenta R. The future of antigen-specific immunotherapy of allergy. Nat Rev Immunol 2 (2002) 446-453
    • (2002) Nat Rev Immunol , vol.2 , pp. 446-453
    • Valenta, R.1
  • 5
    • 0033065121 scopus 로고    scopus 로고
    • Induction of antibody responses to new B cell epitopes indicates vaccination character of allergen immunotherapy
    • Ball T., Sperr W.R., Valent P., Lidholm J., Spitzauer S., Ebner C., et al. Induction of antibody responses to new B cell epitopes indicates vaccination character of allergen immunotherapy. Eur J Immunol 29 (1999) 2026-2036
    • (1999) Eur J Immunol , vol.29 , pp. 2026-2036
    • Ball, T.1    Sperr, W.R.2    Valent, P.3    Lidholm, J.4    Spitzauer, S.5    Ebner, C.6
  • 6
    • 0036240589 scopus 로고    scopus 로고
    • Development of new IgE specificities to allergenic components in birch pollen extract during specific immunotherapy studied with immunoblotting and Pharmacia CAP System
    • Moverare R., Elfman L., Vesterinen E., Metso T., and Haahtela T. Development of new IgE specificities to allergenic components in birch pollen extract during specific immunotherapy studied with immunoblotting and Pharmacia CAP System. Allergy 57 (2002) 423-430
    • (2002) Allergy , vol.57 , pp. 423-430
    • Moverare, R.1    Elfman, L.2    Vesterinen, E.3    Metso, T.4    Haahtela, T.5
  • 7
    • 3042817304 scopus 로고    scopus 로고
    • Customized antigens for desensitizing allergic patients
    • Ferreira F., Wallner M., and Thalhamer J. Customized antigens for desensitizing allergic patients. Adv Immunol 84 (2004) 79-129
    • (2004) Adv Immunol , vol.84 , pp. 79-129
    • Ferreira, F.1    Wallner, M.2    Thalhamer, J.3
  • 9
    • 62449174319 scopus 로고    scopus 로고
    • Reducing allergenicity by altering allergen fold: a mosaic protein of Phl p 1 for allergy vaccination
    • Ball T., Linhart B., Sonneck K., Blatt K., Herrmann H., Valent P., et al. Reducing allergenicity by altering allergen fold: a mosaic protein of Phl p 1 for allergy vaccination. Allergy 64 (2009) 569-580
    • (2009) Allergy , vol.64 , pp. 569-580
    • Ball, T.1    Linhart, B.2    Sonneck, K.3    Blatt, K.4    Herrmann, H.5    Valent, P.6
  • 10
    • 0032739068 scopus 로고    scopus 로고
    • Skin test evaluation of genetically engineered hypoallergenic derivatives of the major birch pollen allergen, Bet v 1: results obtained with a mix of two recombinant Bet v 1 fragments and recombinant Bet v 1 trimer in a Swedish population before the birch pollen season
    • van Hage-Hamsten M., Kronqvist M., Zetterstrom O., Johansson E., Niederberger V., Vrtala S., et al. Skin test evaluation of genetically engineered hypoallergenic derivatives of the major birch pollen allergen, Bet v 1: results obtained with a mix of two recombinant Bet v 1 fragments and recombinant Bet v 1 trimer in a Swedish population before the birch pollen season. J Allergy Clin Immunol 104 (1999) 969-977
    • (1999) J Allergy Clin Immunol , vol.104 , pp. 969-977
    • van Hage-Hamsten, M.1    Kronqvist, M.2    Zetterstrom, O.3    Johansson, E.4    Niederberger, V.5    Vrtala, S.6
  • 11
    • 0031952580 scopus 로고    scopus 로고
    • Modulation of IgE reactivity of allergens by site-directed mutagenesis: potential use of hypoallergenic variants for immunotherapy
    • Ferreira F., Ebner C., Kramer B., Casari G., Briza P., Kungl A.J., et al. Modulation of IgE reactivity of allergens by site-directed mutagenesis: potential use of hypoallergenic variants for immunotherapy. FASEB J 12 (1998) 231-242
    • (1998) FASEB J , vol.12 , pp. 231-242
    • Ferreira, F.1    Ebner, C.2    Kramer, B.3    Casari, G.4    Briza, P.5    Kungl, A.J.6
  • 12
    • 38149102307 scopus 로고    scopus 로고
    • Naturally occurring hypoallergenic Bet v 1 isoforms fail to induce IgE responses in individuals with birch pollen allergy
    • Wagner S., Radauer C., Bublin M., Hoffmann-Sommergruber K., Kopp T., Greisenegger E.K., et al. Naturally occurring hypoallergenic Bet v 1 isoforms fail to induce IgE responses in individuals with birch pollen allergy. J Allergy Clin Immunol 121 (2008) 246-252
    • (2008) J Allergy Clin Immunol , vol.121 , pp. 246-252
    • Wagner, S.1    Radauer, C.2    Bublin, M.3    Hoffmann-Sommergruber, K.4    Kopp, T.5    Greisenegger, E.K.6
  • 14
    • 0027490731 scopus 로고
    • Recognition of errors in three-dimensional structures of proteins
    • Sippl M.J. Recognition of errors in three-dimensional structures of proteins. Proteins 17 (1993) 355-362
    • (1993) Proteins , vol.17 , pp. 355-362
    • Sippl, M.J.1
  • 15
    • 11844265970 scopus 로고    scopus 로고
    • Protein sequence randomization: efficient estimation of protein stability using knowledge-based potentials
    • Wiederstein M., and Sippl M.J. Protein sequence randomization: efficient estimation of protein stability using knowledge-based potentials. J Mol Biol 345 (2005) 1199-1212
    • (2005) J Mol Biol , vol.345 , pp. 1199-1212
    • Wiederstein, M.1    Sippl, M.J.2
  • 16
    • 0033082686 scopus 로고    scopus 로고
    • Overcoming expression and purification problems of RhoGDI using a family of "parallel" expression vectors
    • Sheffield P., Garrard S., and Derewenda Z. Overcoming expression and purification problems of RhoGDI using a family of "parallel" expression vectors. Protein Expr Purif 15 (1999) 34-39
    • (1999) Protein Expr Purif , vol.15 , pp. 34-39
    • Sheffield, P.1    Garrard, S.2    Derewenda, Z.3
  • 18
    • 0038758932 scopus 로고    scopus 로고
    • Prevention of allergen-specific IgE production and suppression of an established Th2-type response by immunization with DNA encoding hypoallergenic allergen derivatives of Bet v 1, the major birch-pollen allergen
    • Hochreiter R., Stepanoska T., Ferreira F., Valenta R., Vrtala S., Thalhamer J., et al. Prevention of allergen-specific IgE production and suppression of an established Th2-type response by immunization with DNA encoding hypoallergenic allergen derivatives of Bet v 1, the major birch-pollen allergen. Eur J Immunol 33 (2003) 1667-1676
    • (2003) Eur J Immunol , vol.33 , pp. 1667-1676
    • Hochreiter, R.1    Stepanoska, T.2    Ferreira, F.3    Valenta, R.4    Vrtala, S.5    Thalhamer, J.6
  • 19
    • 33745370080 scopus 로고    scopus 로고
    • Generation of hypoallergenic DNA vaccines by forced ubiquitination: preventive and therapeutic effects in a mouse model of allergy
    • Bauer R., Scheiblhofer S., Kern K., Gruber C., Stepanoska T., Thalhamer T., et al. Generation of hypoallergenic DNA vaccines by forced ubiquitination: preventive and therapeutic effects in a mouse model of allergy. J Allergy Clin Immunol 118 (2006) 269-276
    • (2006) J Allergy Clin Immunol , vol.118 , pp. 269-276
    • Bauer, R.1    Scheiblhofer, S.2    Kern, K.3    Gruber, C.4    Stepanoska, T.5    Thalhamer, T.6
  • 20
    • 17144417667 scopus 로고    scopus 로고
    • Detection of coexisting protein conformations in capillary zone electrophoresis subsequent to transient contact with sodium dodecyl sulfate solutions
    • Stutz H., Wallner M., Malissa Jr. H., Bordin G., and Rodriguez A.R. Detection of coexisting protein conformations in capillary zone electrophoresis subsequent to transient contact with sodium dodecyl sulfate solutions. Electrophoresis 26 (2005) 1089-1105
    • (2005) Electrophoresis , vol.26 , pp. 1089-1105
    • Stutz, H.1    Wallner, M.2    Malissa Jr., H.3    Bordin, G.4    Rodriguez, A.R.5
  • 21
    • 0034672122 scopus 로고    scopus 로고
    • Estimation of protein secondary structure from circular dichroism spectra: inclusion of denatured proteins with native proteins in the analysis
    • Sreerama N., Venyaminov S.Y., and Woody R.W. Estimation of protein secondary structure from circular dichroism spectra: inclusion of denatured proteins with native proteins in the analysis. Anal Biochem 287 (2000) 243-251
    • (2000) Anal Biochem , vol.287 , pp. 243-251
    • Sreerama, N.1    Venyaminov, S.Y.2    Woody, R.W.3
  • 23
    • 0041385755 scopus 로고    scopus 로고
    • Dominating IgE-binding epitope of Bet v 1, the major allergen of birch pollen, characterized by X-ray crystallography and site-directed mutagenesis
    • Spangfort M.D., Mirza O., Ipsen H., Van Neerven R.J., Gajhede M., and Larsen J.N. Dominating IgE-binding epitope of Bet v 1, the major allergen of birch pollen, characterized by X-ray crystallography and site-directed mutagenesis. J Immunol 171 (2003) 3084-3090
    • (2003) J Immunol , vol.171 , pp. 3084-3090
    • Spangfort, M.D.1    Mirza, O.2    Ipsen, H.3    Van Neerven, R.J.4    Gajhede, M.5    Larsen, J.N.6
  • 24
    • 6344222889 scopus 로고    scopus 로고
    • Allergy vaccine engineering: epitope modulation of recombinant Bet v 1 reduces IgE binding but retains protein folding pattern for induction of protective blocking-antibody responses
    • Holm J., Gajhede M., Ferreras M., Henriksen A., Ipsen H., Larsen J.N., et al. Allergy vaccine engineering: epitope modulation of recombinant Bet v 1 reduces IgE binding but retains protein folding pattern for induction of protective blocking-antibody responses. J Immunol 173 (2004) 5258-5267
    • (2004) J Immunol , vol.173 , pp. 5258-5267
    • Holm, J.1    Gajhede, M.2    Ferreras, M.3    Henriksen, A.4    Ipsen, H.5    Larsen, J.N.6
  • 25
    • 7244229987 scopus 로고    scopus 로고
    • Alteration of the tertiary structure of the major bee venom allergen Api m 1 by multiple mutations is concomitant with low IgE reactivity
    • Buhot C., Chenal A., Sanson A., Pouvelle-Moratille S., Gelb M.H., Menez A., et al. Alteration of the tertiary structure of the major bee venom allergen Api m 1 by multiple mutations is concomitant with low IgE reactivity. Protein Sci 13 (2004) 2970-2978
    • (2004) Protein Sci , vol.13 , pp. 2970-2978
    • Buhot, C.1    Chenal, A.2    Sanson, A.3    Pouvelle-Moratille, S.4    Gelb, M.H.5    Menez, A.6
  • 27
    • 13344287034 scopus 로고    scopus 로고
    • Dissection of immunoglobulin E and T lymphocyte reactivity of isoforms of the major birch pollen allergen Bet v 1: potential use of hypoallergenic isoforms for immunotherapy
    • Ferreira F., Hirtenlehner K., Jilek A., Godnik-Cvar J., Breiteneder H., Grimm R., et al. Dissection of immunoglobulin E and T lymphocyte reactivity of isoforms of the major birch pollen allergen Bet v 1: potential use of hypoallergenic isoforms for immunotherapy. J Exp Med 183 (1996) 599-609
    • (1996) J Exp Med , vol.183 , pp. 599-609
    • Ferreira, F.1    Hirtenlehner, K.2    Jilek, A.3    Godnik-Cvar, J.4    Breiteneder, H.5    Grimm, R.6
  • 28
    • 0030937231 scopus 로고    scopus 로고
    • Conversion of the major birch pollen allergen, Bet v 1, into two nonanaphylactic T cell epitope-containing fragments: candidates for a novel form of specific immunotherapy
    • Vrtala S., Hirtenlehner K., Vangelista L., Pastore A., Eichler H.G., Sperr W.R., et al. Conversion of the major birch pollen allergen, Bet v 1, into two nonanaphylactic T cell epitope-containing fragments: candidates for a novel form of specific immunotherapy. J Clin Invest 99 (1997) 1673-1681
    • (1997) J Clin Invest , vol.99 , pp. 1673-1681
    • Vrtala, S.1    Hirtenlehner, K.2    Vangelista, L.3    Pastore, A.4    Eichler, H.G.5    Sperr, W.R.6
  • 29
    • 0033396409 scopus 로고    scopus 로고
    • Non-anaphylactic combination of partially deleted fragments of the major house dust mite allergen Der f 2 for allergen-specific immunotherapy
    • Takai T., Mori A., Yuuki T., Okudaira H., and Okumura Y. Non-anaphylactic combination of partially deleted fragments of the major house dust mite allergen Der f 2 for allergen-specific immunotherapy. Mol Immunol 36 (1999) 1055-1065
    • (1999) Mol Immunol , vol.36 , pp. 1055-1065
    • Takai, T.1    Mori, A.2    Yuuki, T.3    Okudaira, H.4    Okumura, Y.5
  • 30
    • 0032963493 scopus 로고    scopus 로고
    • Genetic engineering of recombinant hypoallergenic oligomers of the major birch pollen allergen, Bet v 1: candidates for specific immunotherapy
    • Vrtala S., Hirtenlehner K., Susani M., Hufnagl P., Binder B.R., Vangelista L., et al. Genetic engineering of recombinant hypoallergenic oligomers of the major birch pollen allergen, Bet v 1: candidates for specific immunotherapy. Int Arch Allergy Immunol 118 (1999) 218-219
    • (1999) Int Arch Allergy Immunol , vol.118 , pp. 218-219
    • Vrtala, S.1    Hirtenlehner, K.2    Susani, M.3    Hufnagl, P.4    Binder, B.R.5    Vangelista, L.6
  • 31
    • 0001399408 scopus 로고    scopus 로고
    • Recombinant allergens with reduced allergenicity but retaining immunogenicity of the natural allergens: hybrids of yellow jacket and paper wasp venom allergen antigen 5s
    • King T.P., Jim S.Y., Monsalve R.I., Kagey-Sobotka A., Lichtenstein L.M., and Spangfort M.D. Recombinant allergens with reduced allergenicity but retaining immunogenicity of the natural allergens: hybrids of yellow jacket and paper wasp venom allergen antigen 5s. J Immunol 166 (2001) 6057-6065
    • (2001) J Immunol , vol.166 , pp. 6057-6065
    • King, T.P.1    Jim, S.Y.2    Monsalve, R.I.3    Kagey-Sobotka, A.4    Lichtenstein, L.M.5    Spangfort, M.D.6
  • 32
    • 0036676925 scopus 로고    scopus 로고
    • Combination vaccines for the treatment of grass pollen allergy consisting of genetically engineered hybrid molecules with increased immunogenicity
    • Linhart B., Jahn-Schmid B., Verdino P., Keller W., Ebner C., Kraft D., et al. Combination vaccines for the treatment of grass pollen allergy consisting of genetically engineered hybrid molecules with increased immunogenicity. FASEB J 16 (2002) 1301-1303
    • (2002) FASEB J , vol.16 , pp. 1301-1303
    • Linhart, B.1    Jahn-Schmid, B.2    Verdino, P.3    Keller, W.4    Ebner, C.5    Kraft, D.6
  • 33
    • 38849206925 scopus 로고    scopus 로고
    • A hypoallergenic vaccine obtained by tail-to-head restructuring of timothy grass pollen profilin, Phl p 12, for the treatment of cross-sensitization to profilin
    • Westritschnig K., Linhart B., Focke-Tejkl M., Pavkov T., Keller W., Ball T., et al. A hypoallergenic vaccine obtained by tail-to-head restructuring of timothy grass pollen profilin, Phl p 12, for the treatment of cross-sensitization to profilin. J Immunol 179 (2007) 7624-7634
    • (2007) J Immunol , vol.179 , pp. 7624-7634
    • Westritschnig, K.1    Linhart, B.2    Focke-Tejkl, M.3    Pavkov, T.4    Keller, W.5    Ball, T.6
  • 34
    • 34548632913 scopus 로고    scopus 로고
    • Genetic engineering of the major timothy grass pollen allergen, Phl p 6, to reduce allergenic activity and preserve immunogenicity
    • Vrtala S., Focke M., Kopec J., Verdino P., Hartl A., Sperr W.R., et al. Genetic engineering of the major timothy grass pollen allergen, Phl p 6, to reduce allergenic activity and preserve immunogenicity. J Immunol 179 (2007) 1730-1739
    • (2007) J Immunol , vol.179 , pp. 1730-1739
    • Vrtala, S.1    Focke, M.2    Kopec, J.3    Verdino, P.4    Hartl, A.5    Sperr, W.R.6
  • 35
    • 11144358070 scopus 로고    scopus 로고
    • Generation of an allergy vaccine by disruption of the three-dimensional structure of the cross-reactive calcium-binding allergen, Phl p 7
    • Westritschnig K., Focke M., Verdino P., Goessler W., Keller W., Twardosz A., et al. Generation of an allergy vaccine by disruption of the three-dimensional structure of the cross-reactive calcium-binding allergen, Phl p 7. J Immunol 172 (2004) 5684-5692
    • (2004) J Immunol , vol.172 , pp. 5684-5692
    • Westritschnig, K.1    Focke, M.2    Verdino, P.3    Goessler, W.4    Keller, W.5    Twardosz, A.6
  • 36
    • 0026649769 scopus 로고
    • Diversity in MHC class II ovalbumin T cell epitopes generated by distinct proteases
    • Vidard L., Rock K.L., and Benacerraf B. Diversity in MHC class II ovalbumin T cell epitopes generated by distinct proteases. J Immunol 149 (1992) 498-504
    • (1992) J Immunol , vol.149 , pp. 498-504
    • Vidard, L.1    Rock, K.L.2    Benacerraf, B.3
  • 37
    • 0037675711 scopus 로고    scopus 로고
    • Mutational effects on protein folding stability and antigenicity: the case of streptococcal pyrogenic exotoxin A
    • Carra J.H., Welcher B.C., Schokman R.D., David C.S., and Bavari S. Mutational effects on protein folding stability and antigenicity: the case of streptococcal pyrogenic exotoxin A. Clin Immunol 108 (2003) 60-68
    • (2003) Clin Immunol , vol.108 , pp. 60-68
    • Carra, J.H.1    Welcher, B.C.2    Schokman, R.D.3    David, C.S.4    Bavari, S.5
  • 38
    • 0018395666 scopus 로고
    • Evaluation of the quantity and affinity of human IgG "blocking" antibodies
    • Adkinson N.F., Sobotka A.K., and Lichtenstein L.M. Evaluation of the quantity and affinity of human IgG "blocking" antibodies. J Immunol 122 (1979) 965-972
    • (1979) J Immunol , vol.122 , pp. 965-972
    • Adkinson, N.F.1    Sobotka, A.K.2    Lichtenstein, L.M.3
  • 39
    • 0037504093 scopus 로고    scopus 로고
    • Induction of IL-10+CD4+CD25+ T cells by grass pollen immunotherapy
    • Francis J.N., Till S.J., and Durham S.R. Induction of IL-10+CD4+CD25+ T cells by grass pollen immunotherapy. J Allergy Clin Immunol 111 (2003) 1255-1261
    • (2003) J Allergy Clin Immunol , vol.111 , pp. 1255-1261
    • Francis, J.N.1    Till, S.J.2    Durham, S.R.3
  • 40
    • 0028901793 scopus 로고
    • Bee venom immunotherapy results in decrease of IL-4 and IL-5 and increase of IFN-gamma secretion in specific allergen-stimulated T cell cultures
    • Jutel M., Pichler W.J., Skrbic D., Urwyler A., Dahinden C., and Muller U.R. Bee venom immunotherapy results in decrease of IL-4 and IL-5 and increase of IFN-gamma secretion in specific allergen-stimulated T cell cultures. J Immunol 154 (1995) 4187-4194
    • (1995) J Immunol , vol.154 , pp. 4187-4194
    • Jutel, M.1    Pichler, W.J.2    Skrbic, D.3    Urwyler, A.4    Dahinden, C.5    Muller, U.R.6
  • 41
    • 0027443372 scopus 로고
    • Allergen immunotherapy decreases interleukin 4 production in CD4+ T cells from allergic individuals
    • Secrist H., Chelen C.J., Wen Y., Marshall J.D., and Umetsu D.T. Allergen immunotherapy decreases interleukin 4 production in CD4+ T cells from allergic individuals. J Exp Med 178 (1993) 2123-2130
    • (1993) J Exp Med , vol.178 , pp. 2123-2130
    • Secrist, H.1    Chelen, C.J.2    Wen, Y.3    Marshall, J.D.4    Umetsu, D.T.5
  • 42
    • 60849124499 scopus 로고    scopus 로고
    • Allergen-related approaches to immunotherapy
    • Rolland J.M., Gardner L.M., and O'Hehir R.E. Allergen-related approaches to immunotherapy. Pharmacol Ther 121 (2009) 273-284
    • (2009) Pharmacol Ther , vol.121 , pp. 273-284
    • Rolland, J.M.1    Gardner, L.M.2    O'Hehir, R.E.3
  • 43
    • 63449090874 scopus 로고    scopus 로고
    • Mechanisms and treatment of allergic disease in the big picture of regulatory T cells
    • Akdis C.A., and Akdis M. Mechanisms and treatment of allergic disease in the big picture of regulatory T cells. J Allergy Clin Immunol 123 (2009) 735-748
    • (2009) J Allergy Clin Immunol , vol.123 , pp. 735-748
    • Akdis, C.A.1    Akdis, M.2


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