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Published in: Archives of Dermatological Research 9/2020

01-11-2020 | Atopic Dermatitis | Original Paper

Predictive in silico binding algorithms reveal HLA specificities and autoallergen peptides associated with atopic dermatitis

Authors: Jan J. Gong, David J. Margolis, Dimitrios S. Monos

Published in: Archives of Dermatological Research | Issue 9/2020

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Abstract

Atopic dermatitis (AD) is a skin disease that results from a combination of skin barrier dysfunction and immune dysregulation. The immune dysregulation is often associated with IgE sensitivity. There is also evidence that autoallergens Hom s 1, 2, 3, and 4 play a role in AD; it is possible that patients with specific HLA subtypes are predisposed to autoreactivity due to increased presentation of autoallergen peptides. The goal of our study was to use in silico epitope prediction platforms as an approach to identify HLA subtypes that may preferentially bind autoallergen peptides and are thus candidates for further study. Considering the previously described association of DRB1 alleles with AD and progression of disease, emphasis was placed on DRB1. Certain DRB1 alleles (08:04, 11:01, and 11:04) were identified by both algorithms to bind a significant percent of the generated autoallergen peptides. Conversely, autoallergen core peptide sequences FRQLSHRFH and IRAKLRLQA (Hom s 1), IRKSKNILF (Hom s 2), FKWVPVTDS and MAAIEKVRK (Hom s 3), and FRYFATLKV (Hom s 4) were predicted to bind many DRB1 alleles and, thus, may play a role in the pathogenesis of AD. Our findings provide candidate DRB1 alleles and autoallergen epitopes that will guide future studies exploring the relationship between DRB1 subtype and autoreactivity in AD. A similar approach can be used for any antigen that has been associated with an IgE response and AD.
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Literature
1.
go back to reference Nielsen M, Justesen S, Lund O, Lundegaard C, Buus S (2010) NetMHCIIpan-2.0—improved pan-specific HLA-DR predictions using a novel concurrent alignment and weight optimization training procedure. Immunome Res 6:9PubMedPubMedCentral Nielsen M, Justesen S, Lund O, Lundegaard C, Buus S (2010) NetMHCIIpan-2.0—improved pan-specific HLA-DR predictions using a novel concurrent alignment and weight optimization training procedure. Immunome Res 6:9PubMedPubMedCentral
2.
go back to reference Nielsen M, Lundegaard C, Blicher T, Peters B, Sette A, Justesen S et al (2008) Quantitative predictions of peptide binding to any HLA-DR molecule of known sequence: NetMHCIIpan. PLoS Comput Biol 4(7):e1000107PubMedPubMedCentral Nielsen M, Lundegaard C, Blicher T, Peters B, Sette A, Justesen S et al (2008) Quantitative predictions of peptide binding to any HLA-DR molecule of known sequence: NetMHCIIpan. PLoS Comput Biol 4(7):e1000107PubMedPubMedCentral
3.
go back to reference Paul S, Kolla RV, Sidney J, Weiskopf D, Fleri W, Kim Y, et al (2013) Evaluating the immunogenicity of protein drugs by applying in vitro MHC binding data and the immune epitope database and analysis resource. Clin Dev Immunol, pp 1–7 (ID 467852) Paul S, Kolla RV, Sidney J, Weiskopf D, Fleri W, Kim Y, et al (2013) Evaluating the immunogenicity of protein drugs by applying in vitro MHC binding data and the immune epitope database and analysis resource. Clin Dev Immunol, pp 1–7 (ID 467852)
4.
go back to reference Zhang Q, Wang P, Kim Y, Haste-Andersen P, Beaver J, Bourne PE et al (2008) Immune epitope database analysis resource (IEDB-AR). Nucleic Acids Res 36(Web Server issue):513–518 Zhang Q, Wang P, Kim Y, Haste-Andersen P, Beaver J, Bourne PE et al (2008) Immune epitope database analysis resource (IEDB-AR). Nucleic Acids Res 36(Web Server issue):513–518
5.
go back to reference Karosiene E, Rasmussen M, Blicher T, Lund O, Buus S, Nielsen M (2013) NetMHCIIpan-3.0, a common pan-specific MHC class II prediction method including all three human MHC class II isotypes, HLA-DR, HLA-DP and HLA-DQ. Immunogenetics 65(10):711–724PubMed Karosiene E, Rasmussen M, Blicher T, Lund O, Buus S, Nielsen M (2013) NetMHCIIpan-3.0, a common pan-specific MHC class II prediction method including all three human MHC class II isotypes, HLA-DR, HLA-DP and HLA-DQ. Immunogenetics 65(10):711–724PubMed
6.
go back to reference Nielsen M, Lund O (2009) NN-align. An artificial neural network-based alignment algorithm for MHC class II peptide binding prediction. BMC Bioinform 10:296 Nielsen M, Lund O (2009) NN-align. An artificial neural network-based alignment algorithm for MHC class II peptide binding prediction. BMC Bioinform 10:296
7.
go back to reference Oseroff C, Sidney J, Kotturi MF, Kolla R, Alam R, Broide DH et al (2010) Molecular determinants of T cell epitope recognition to the common Timothy grass allergen. J Immunol 185(2):943–955PubMedPubMedCentral Oseroff C, Sidney J, Kotturi MF, Kolla R, Alam R, Broide DH et al (2010) Molecular determinants of T cell epitope recognition to the common Timothy grass allergen. J Immunol 185(2):943–955PubMedPubMedCentral
8.
go back to reference Oseroff C, Sidney J, Tripple V, Grey H, Wood R, Broide DH et al (2012) Analysis of T cell responses to the major allergens from German cockroach: epitope specificity and relationship to IgE production. J Immunol 189(2):679–688PubMedPubMedCentral Oseroff C, Sidney J, Tripple V, Grey H, Wood R, Broide DH et al (2012) Analysis of T cell responses to the major allergens from German cockroach: epitope specificity and relationship to IgE production. J Immunol 189(2):679–688PubMedPubMedCentral
9.
go back to reference Ramesh M, Yuenyongviwat A, Konstantinou GN, Lieberman J, Pascal M, Masilamani M et al (2016) Peanut T-cell epitope discovery: Ara h 1. J Allergy Clin Immunol 137(6):1764–71.e4PubMed Ramesh M, Yuenyongviwat A, Konstantinou GN, Lieberman J, Pascal M, Masilamani M et al (2016) Peanut T-cell epitope discovery: Ara h 1. J Allergy Clin Immunol 137(6):1764–71.e4PubMed
10.
go back to reference Schulten V, Greenbaum JA, Hauser M, McKinney DM, Sidney J, Kolla R et al (2013) Previously undescribed grass pollen antigens are the major inducers of T helper 2 cytokine-producing T cells in allergic individuals. Proc Natl Acad Sci USA 110(9):3459–3464PubMed Schulten V, Greenbaum JA, Hauser M, McKinney DM, Sidney J, Kolla R et al (2013) Previously undescribed grass pollen antigens are the major inducers of T helper 2 cytokine-producing T cells in allergic individuals. Proc Natl Acad Sci USA 110(9):3459–3464PubMed
11.
go back to reference Tangri S, Mothe BR, Eisenbraun J, Sidney J, Southwood S, Briggs K et al (2005) Rationally engineered therapeutic proteins with reduced immunogenicity. J Immunol 174(6):3187–3196PubMed Tangri S, Mothe BR, Eisenbraun J, Sidney J, Southwood S, Briggs K et al (2005) Rationally engineered therapeutic proteins with reduced immunogenicity. J Immunol 174(6):3187–3196PubMed
12.
go back to reference Wang P, Sidney J, Kim Y, Sette A, Lund O, Nielsen M et al (2010) Peptide binding predictions for HLA DR, DP and DQ molecules. BMC Bioinform 11:568 Wang P, Sidney J, Kim Y, Sette A, Lund O, Nielsen M et al (2010) Peptide binding predictions for HLA DR, DP and DQ molecules. BMC Bioinform 11:568
13.
go back to reference Southwood S, Sidney J, Kondo A, del Guercio MF, Appella E, Hoffman S et al (1998) Several common HLA-DR types share largely overlapping peptide binding repertoires. J Immunol 160(7):3363–3373PubMed Southwood S, Sidney J, Kondo A, del Guercio MF, Appella E, Hoffman S et al (1998) Several common HLA-DR types share largely overlapping peptide binding repertoires. J Immunol 160(7):3363–3373PubMed
14.
go back to reference Valenta R (2002) The future of antigen-specific immunotherapy of allergy. Nat Rev Immunol 2(6):446–453PubMed Valenta R (2002) The future of antigen-specific immunotherapy of allergy. Nat Rev Immunol 2(6):446–453PubMed
15.
go back to reference Wills-Karp M, Santeliz J, Karp CL (2001) The germless theory of allergic disease: revisiting the hygiene hypothesis. Nat Rev Immunol 1(1):69–75PubMed Wills-Karp M, Santeliz J, Karp CL (2001) The germless theory of allergic disease: revisiting the hygiene hypothesis. Nat Rev Immunol 1(1):69–75PubMed
16.
go back to reference Akdis CA, Akdis M, Bieber T, Bindslev-Jensen C, Boguniewicz M, Eigenmann P et al (2006) Diagnosis and treatment of atopic dermatitis in children and adults: European Academy of Allergology and Clinical Immunology/American Academy of Allergy Asthma and Immunology/PRACTALL Consensus Report. Allergy 61(8):969–987PubMed Akdis CA, Akdis M, Bieber T, Bindslev-Jensen C, Boguniewicz M, Eigenmann P et al (2006) Diagnosis and treatment of atopic dermatitis in children and adults: European Academy of Allergology and Clinical Immunology/American Academy of Allergy Asthma and Immunology/PRACTALL Consensus Report. Allergy 61(8):969–987PubMed
17.
go back to reference Leung DY, Bieber T (2003) Atopic dermatitis. [Review] [100 refs]. Lancet 361(9352):151–160PubMed Leung DY, Bieber T (2003) Atopic dermatitis. [Review] [100 refs]. Lancet 361(9352):151–160PubMed
18.
go back to reference Hay RJ, Johns NE, Williams HC, Bolliger IW, Dellavalle RP, Margolis DJ et al (2014) The global burden of skin disease in 2010: an analysis of the prevalence and impact of skin conditions. J Investig Dermatol 134(6):1527–1534PubMed Hay RJ, Johns NE, Williams HC, Bolliger IW, Dellavalle RP, Margolis DJ et al (2014) The global burden of skin disease in 2010: an analysis of the prevalence and impact of skin conditions. J Investig Dermatol 134(6):1527–1534PubMed
19.
go back to reference Margolis JS, Abuabrar K, Bilker W, Hoffstad O, Margolis DJ (2014) Persistance of mild of mild to moderate atopic dermatitis. JAMA Dermatol 150(6):593–600PubMedPubMedCentral Margolis JS, Abuabrar K, Bilker W, Hoffstad O, Margolis DJ (2014) Persistance of mild of mild to moderate atopic dermatitis. JAMA Dermatol 150(6):593–600PubMedPubMedCentral
20.
go back to reference Murray CJ, Vos T, Lozano R, Naghavi M, Flaxman AD, Michaud C, et al (2013) Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. (Erratum appears in Lancet. 2013;381(9867):628 Note: AlMazroa, Mohammad A [added]; Memish, Ziad A [added]]. Lancet. 2012;380(9859):2197–223) Murray CJ, Vos T, Lozano R, Naghavi M, Flaxman AD, Michaud C, et al (2013) Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. (Erratum appears in Lancet. 2013;381(9867):628 Note: AlMazroa, Mohammad A [added]; Memish, Ziad A [added]]. Lancet. 2012;380(9859):2197–223)
21.
go back to reference Leung DY (2000) Atopic dermatitis: new insights and opportunities for therapeutic intervention. J Allergy Clin Immunol 105(5):860–876PubMed Leung DY (2000) Atopic dermatitis: new insights and opportunities for therapeutic intervention. J Allergy Clin Immunol 105(5):860–876PubMed
22.
go back to reference Leung DY (2013) New insights into atopic dermatitis: role of skin barrier and immune dysregulation. Allergol Int 62(2):151–161PubMed Leung DY (2013) New insights into atopic dermatitis: role of skin barrier and immune dysregulation. Allergol Int 62(2):151–161PubMed
23.
go back to reference Eyerich K, Novak N (2013) Immunology of atopic eczema: overcoming the Th1/Th2 paradigm. Allergy 68(8):974–982PubMed Eyerich K, Novak N (2013) Immunology of atopic eczema: overcoming the Th1/Th2 paradigm. Allergy 68(8):974–982PubMed
24.
go back to reference Eyerich S, Onken AT, Weidinger S, Franke A, Nasorri F, Pennino D et al (2011) Mutual antagonism of T cells causing psoriasis and atopic eczema. N Engl J Med 365(3):231–238PubMed Eyerich S, Onken AT, Weidinger S, Franke A, Nasorri F, Pennino D et al (2011) Mutual antagonism of T cells causing psoriasis and atopic eczema. N Engl J Med 365(3):231–238PubMed
25.
go back to reference Gittler JK, Shemer A, Suarez-Farinas M, Fuentes-Duculan J, Gulewicz KJ, Wang CQF et al (2012) Progressive activation of Th2/Th22 cytokines and selective epidermal proteins characterizes acute and chronic atopic dermatitis. J Allergy Clin Immunol 130:1344–1354PubMedPubMedCentral Gittler JK, Shemer A, Suarez-Farinas M, Fuentes-Duculan J, Gulewicz KJ, Wang CQF et al (2012) Progressive activation of Th2/Th22 cytokines and selective epidermal proteins characterizes acute and chronic atopic dermatitis. J Allergy Clin Immunol 130:1344–1354PubMedPubMedCentral
27.
go back to reference Grewe M, Walther S, Gyufko K, Czech W, Schopf E, Krutmann J (1995) Analysis of the cytokine pattern expressed in situ in inhalant allergen patch test reactions of atopic dermatitis patients. J Invest Dermatol 105(3):407–410PubMed Grewe M, Walther S, Gyufko K, Czech W, Schopf E, Krutmann J (1995) Analysis of the cytokine pattern expressed in situ in inhalant allergen patch test reactions of atopic dermatitis patients. J Invest Dermatol 105(3):407–410PubMed
28.
go back to reference Howell MD, Fairchild HR, Kim BE, Bin L, Boguniewicz M, Redzic JS et al (2008) Th2 cytokines act on S100/A11 to downregulate keratinocyte differentiation. J Invest Dermatol 128(9):2248–2258PubMed Howell MD, Fairchild HR, Kim BE, Bin L, Boguniewicz M, Redzic JS et al (2008) Th2 cytokines act on S100/A11 to downregulate keratinocyte differentiation. J Invest Dermatol 128(9):2248–2258PubMed
29.
go back to reference Jurgens M, Wollenberg A, Hanau D, de la Salle H, Bieber T (1995) Activation of human epidermal Langerhans cells by engagement of the high affinity receptor for IgE, Fc epsilon RI. J Immunol 155(11):5184–5189PubMed Jurgens M, Wollenberg A, Hanau D, de la Salle H, Bieber T (1995) Activation of human epidermal Langerhans cells by engagement of the high affinity receptor for IgE, Fc epsilon RI. J Immunol 155(11):5184–5189PubMed
30.
go back to reference Maurer D, Ebner C, Reininger B, Fiebiger E, Kraft D, Kinet JP et al (1995) The high affinity IgE receptor (Fc epsilon RI) mediates IgE-dependent allergen presentation. J Immunol 154(12):6285–6290PubMed Maurer D, Ebner C, Reininger B, Fiebiger E, Kraft D, Kinet JP et al (1995) The high affinity IgE receptor (Fc epsilon RI) mediates IgE-dependent allergen presentation. J Immunol 154(12):6285–6290PubMed
31.
go back to reference Valenta R, Maurer D, Steiner R, Seiberler S, Sperr WR, Valent P et al (1996) Immunoglobulin E response to human proteins in atopic patients. J Invest Dermatol 107(2):203–208PubMed Valenta R, Maurer D, Steiner R, Seiberler S, Sperr WR, Valent P et al (1996) Immunoglobulin E response to human proteins in atopic patients. J Invest Dermatol 107(2):203–208PubMed
32.
go back to reference Valenta R, Seiberler S, Natter S, Mahler V, Mossabeb R, Ring J et al (2000) Autoallergy: a pathogenetic factor in atopic dermatitis? J Allergy Clin Immunol 105(3):432–437PubMed Valenta R, Seiberler S, Natter S, Mahler V, Mossabeb R, Ring J et al (2000) Autoallergy: a pathogenetic factor in atopic dermatitis? J Allergy Clin Immunol 105(3):432–437PubMed
33.
go back to reference Natter S, Seiberler S, Hufnagl P, Binder BR, Hirschl AM, Ring J et al (1998) Isolation of cDNA clones coding for IgE autoantigens with serum IgE from atopic dermatitis patients. Faseb J 12(14):1559–1569PubMed Natter S, Seiberler S, Hufnagl P, Binder BR, Hirschl AM, Ring J et al (1998) Isolation of cDNA clones coding for IgE autoantigens with serum IgE from atopic dermatitis patients. Faseb J 12(14):1559–1569PubMed
34.
go back to reference Valenta R, Natter S, Seiberler S, Wichlas S, Maurer D, Hess M et al (1998) Molecular characterization of an autoallergen, Hom s 1, identified by serum IgE from atopic dermatitis patients. J Invest Dermatol 111(6):1178–1183PubMed Valenta R, Natter S, Seiberler S, Wichlas S, Maurer D, Hess M et al (1998) Molecular characterization of an autoallergen, Hom s 1, identified by serum IgE from atopic dermatitis patients. J Invest Dermatol 111(6):1178–1183PubMed
35.
go back to reference Tang TS, Bieber T, Williams HC (2012) Does "autoreactivity" play a role in atopic dermatitis? J Allergy Clin Immunol 129(5):1209–15.e2PubMed Tang TS, Bieber T, Williams HC (2012) Does "autoreactivity" play a role in atopic dermatitis? J Allergy Clin Immunol 129(5):1209–15.e2PubMed
37.
go back to reference Aichberger KJ, Mittermann I, Reininger R, Seiberler S, Swoboda I, Spitzauer S et al (2005) Hom s 4, an IgE-reactive autoantigen belonging to a new subfamily of calcium-binding proteins, can induce Th cell type 1-mediated autoreactivity. J Immunol 175(2):1286–1294PubMed Aichberger KJ, Mittermann I, Reininger R, Seiberler S, Swoboda I, Spitzauer S et al (2005) Hom s 4, an IgE-reactive autoantigen belonging to a new subfamily of calcium-binding proteins, can induce Th cell type 1-mediated autoreactivity. J Immunol 175(2):1286–1294PubMed
38.
go back to reference Nielsen M, Lundegaard C, Lund O (2007) Prediction of MHC class II binding affinity using SMM-align, a novel stabilization matrix alignment method. BMC Bioinform 8:238 Nielsen M, Lundegaard C, Lund O (2007) Prediction of MHC class II binding affinity using SMM-align, a novel stabilization matrix alignment method. BMC Bioinform 8:238
39.
go back to reference Roesner LM, Heratizadeh A, Wieschowski S, Mittermann I, Valenta R, Eiz-Vesper B et al (2016) Alpha-NAC-specific autoreactive CD8+ T cells in atopic dermatitis are of an effector memory type and secrete IL-4 and IFN-gamma. J Immunol 196(8):3245–3252PubMed Roesner LM, Heratizadeh A, Wieschowski S, Mittermann I, Valenta R, Eiz-Vesper B et al (2016) Alpha-NAC-specific autoreactive CD8+ T cells in atopic dermatitis are of an effector memory type and secrete IL-4 and IFN-gamma. J Immunol 196(8):3245–3252PubMed
40.
go back to reference Bui HH, Sidney J, Peters B, Sathiamurthy M, Sinichi A, Purton KA et al (2005) Automated generation and evaluation of specific MHC binding predictive tools: ARB matrix applications. Immunogenetics 57(5):304–314PubMed Bui HH, Sidney J, Peters B, Sathiamurthy M, Sinichi A, Purton KA et al (2005) Automated generation and evaluation of specific MHC binding predictive tools: ARB matrix applications. Immunogenetics 57(5):304–314PubMed
41.
go back to reference Sturniolo T, Bono E, Ding J, Raddrizzani L, Tuereci O, Sahin U et al (1999) Generation of tissue-specific and promiscuous HLA ligand databases using DNA microarrays and virtual HLA class II matrices. Nat Biotechnol 17(6):555–561PubMed Sturniolo T, Bono E, Ding J, Raddrizzani L, Tuereci O, Sahin U et al (1999) Generation of tissue-specific and promiscuous HLA ligand databases using DNA microarrays and virtual HLA class II matrices. Nat Biotechnol 17(6):555–561PubMed
42.
go back to reference Wang P, Sidney J, Dow C, Mothe B, Sette A, Peters B (2008) A systematic assessment of MHC class II peptide binding predictions and evaluation of a consensus approach. PLoS Comput Biol 4(4):e1000048PubMedPubMedCentral Wang P, Sidney J, Dow C, Mothe B, Sette A, Peters B (2008) A systematic assessment of MHC class II peptide binding predictions and evaluation of a consensus approach. PLoS Comput Biol 4(4):e1000048PubMedPubMedCentral
43.
go back to reference Maiers M, Gragert L, Klitz W (2007) High resolution HLA alleles and haplotypes in the US population. Hum Immunol 68:779–788PubMed Maiers M, Gragert L, Klitz W (2007) High resolution HLA alleles and haplotypes in the US population. Hum Immunol 68:779–788PubMed
44.
go back to reference Gras S, Kedzierski L, Valkenburg SA, Laurie K, Liu YC, Denholm JT et al (2010) Cross-reactive CD8+ T-cell immunity between the pandemic H1N1-2009 and H1N1-1918 influenza A viruses. Proc Natl Acad Sci USA 107(28):12599–12604PubMed Gras S, Kedzierski L, Valkenburg SA, Laurie K, Liu YC, Denholm JT et al (2010) Cross-reactive CD8+ T-cell immunity between the pandemic H1N1-2009 and H1N1-1918 influenza A viruses. Proc Natl Acad Sci USA 107(28):12599–12604PubMed
45.
go back to reference Jahn-Schmid B, Kelemen P, Himly M, Bohle B, Fischer G, Ferreira F et al (2002) The T cell response to Art v 1, the major mugwort pollen allergen, is dominated by one epitope. J Immunol 169(10):6005–6011PubMed Jahn-Schmid B, Kelemen P, Himly M, Bohle B, Fischer G, Ferreira F et al (2002) The T cell response to Art v 1, the major mugwort pollen allergen, is dominated by one epitope. J Immunol 169(10):6005–6011PubMed
46.
go back to reference Van Hemelen D, Mahler V, Fischer G, Fae I, Reichl-Leb V, Pickl W et al (2015) HLA class II peptide tetramers vs allergen-induced proliferation for identification of allergen-specific CD4 T cells. Allergy 70(1):49–58PubMed Van Hemelen D, Mahler V, Fischer G, Fae I, Reichl-Leb V, Pickl W et al (2015) HLA class II peptide tetramers vs allergen-induced proliferation for identification of allergen-specific CD4 T cells. Allergy 70(1):49–58PubMed
47.
go back to reference Duvvuri VR, Duvvuri B, Jamnik V, Gubbay JB, Wu J, Wu GE (2013) T cell memory to evolutionarily conserved and shared hemagglutinin epitopes of H1N1 viruses: a pilot scale study. BMC Infect Dis 13:204PubMedPubMedCentral Duvvuri VR, Duvvuri B, Jamnik V, Gubbay JB, Wu J, Wu GE (2013) T cell memory to evolutionarily conserved and shared hemagglutinin epitopes of H1N1 viruses: a pilot scale study. BMC Infect Dis 13:204PubMedPubMedCentral
48.
go back to reference Moise L, Terry F, Ardito M, Tassone R, Latimer H, Boyle C et al (2013) Universal H1N1 influenza vaccine development: identification of consensus class II hemagglutinin and neuraminidase epitopes derived from strains circulating between 1980 and 2011. Hum Vaccin Immunother 9(7):1598–1607PubMed Moise L, Terry F, Ardito M, Tassone R, Latimer H, Boyle C et al (2013) Universal H1N1 influenza vaccine development: identification of consensus class II hemagglutinin and neuraminidase epitopes derived from strains circulating between 1980 and 2011. Hum Vaccin Immunother 9(7):1598–1607PubMed
49.
go back to reference Yang J, James E, Gates TJ, DeLong JH, LaFond RE, Malhotra U et al (2013) CD4+ T cells recognize unique and conserved 2009 H1N1 influenza hemagglutinin epitopes after natural infection and vaccination. Int Immunol 25(8):447–457PubMedPubMedCentral Yang J, James E, Gates TJ, DeLong JH, LaFond RE, Malhotra U et al (2013) CD4+ T cells recognize unique and conserved 2009 H1N1 influenza hemagglutinin epitopes after natural infection and vaccination. Int Immunol 25(8):447–457PubMedPubMedCentral
50.
go back to reference Godkin A, Davenport M, Hill AV (2005) Molecular analysis of HLA class II associations with hepatitis B virus clearance and vaccine nonresponsiveness. Hepatology 41(6):1383–1390PubMed Godkin A, Davenport M, Hill AV (2005) Molecular analysis of HLA class II associations with hepatitis B virus clearance and vaccine nonresponsiveness. Hepatology 41(6):1383–1390PubMed
51.
go back to reference Thio CL, Thomas DL, Karacki P, Gao X, Marti D, Kaslow RA et al (2003) Comprehensive analysis of class I and class II HLA antigens and chronic hepatitis B virus infection. J Virol 77(22):12083–12087PubMedPubMedCentral Thio CL, Thomas DL, Karacki P, Gao X, Marti D, Kaslow RA et al (2003) Comprehensive analysis of class I and class II HLA antigens and chronic hepatitis B virus infection. J Virol 77(22):12083–12087PubMedPubMedCentral
52.
go back to reference Menzies R, Vissandjee B, Rocher I, St GY (1994) The booster effect in two-step tuberculin testing among young adults in Montreal. Ann Intern Med 120(3):190–198PubMed Menzies R, Vissandjee B, Rocher I, St GY (1994) The booster effect in two-step tuberculin testing among young adults in Montreal. Ann Intern Med 120(3):190–198PubMed
53.
go back to reference Selvaraj P, Reetha AM, Uma H, Xavier T, Janardhanam B, Prabhakar R et al (1996) Influence of HLA-DR and -DO phenotypes on tuberculin reactive status in pulmonary tuberculosis patients. Tuber Lung Dis 77(4):369–373PubMed Selvaraj P, Reetha AM, Uma H, Xavier T, Janardhanam B, Prabhakar R et al (1996) Influence of HLA-DR and -DO phenotypes on tuberculin reactive status in pulmonary tuberculosis patients. Tuber Lung Dis 77(4):369–373PubMed
54.
go back to reference Brown GR, Hem V, Katz KS, Ovetsky M, Wallin C, Ermolaeva O et al (2015) Gene: a gene-centered information resource at NCBI. Nucleic Acids Res 43(1):D36–42PubMed Brown GR, Hem V, Katz KS, Ovetsky M, Wallin C, Ermolaeva O et al (2015) Gene: a gene-centered information resource at NCBI. Nucleic Acids Res 43(1):D36–42PubMed
55.
go back to reference Androulakis IP, Nayak NN, Ierapetritou MG, Mono DS, Floudas CA (1997) A predictive method for the evaluation of peptide binding in pocket 1 of HLA-DRB1 via global minimization of energy interactions. Proteins Struct Funct Genet 29:87–102PubMed Androulakis IP, Nayak NN, Ierapetritou MG, Mono DS, Floudas CA (1997) A predictive method for the evaluation of peptide binding in pocket 1 of HLA-DRB1 via global minimization of energy interactions. Proteins Struct Funct Genet 29:87–102PubMed
56.
go back to reference Margolis DJ, Mitra N, Kim B, Gupta J, Hoffstad OJ, Papadopoulos M et al (2015) Association of HLA-DRB1 genetic variants with the persistence of atopic dermatitis. Hum Immunol 76(8):571–577PubMedPubMedCentral Margolis DJ, Mitra N, Kim B, Gupta J, Hoffstad OJ, Papadopoulos M et al (2015) Association of HLA-DRB1 genetic variants with the persistence of atopic dermatitis. Hum Immunol 76(8):571–577PubMedPubMedCentral
57.
go back to reference Robinson J, Halliwell JA, Hayhurst JD, Flicek P, Parham P, Marsh SG (2015) The IPD and IMGT/HLA database: allele variant databases. Nucleic Acids Res. 43(Database issue):D423–431PubMed Robinson J, Halliwell JA, Hayhurst JD, Flicek P, Parham P, Marsh SG (2015) The IPD and IMGT/HLA database: allele variant databases. Nucleic Acids Res. 43(Database issue):D423–431PubMed
58.
go back to reference Ellinghaus D, Baurecht H, Esparza-Gordillo J, Rodriguez E, Matanovic A, Marenholz I et al (2013) High-density genotyping study indentifies four new susceptibility loci for atopic dermatitis. Nat Genet 45:808–812PubMedPubMedCentral Ellinghaus D, Baurecht H, Esparza-Gordillo J, Rodriguez E, Matanovic A, Marenholz I et al (2013) High-density genotyping study indentifies four new susceptibility loci for atopic dermatitis. Nat Genet 45:808–812PubMedPubMedCentral
59.
go back to reference Esparza-Gordillo J, Weidinger S, Folster-Holst R, Bauerfeind A, Ruschendorf F, Patone G et al (2009) A common variant on chromosome 11q13 is associated with atopic dermatitis. Nat Genet 41(5):596–601PubMed Esparza-Gordillo J, Weidinger S, Folster-Holst R, Bauerfeind A, Ruschendorf F, Patone G et al (2009) A common variant on chromosome 11q13 is associated with atopic dermatitis. Nat Genet 41(5):596–601PubMed
60.
go back to reference Hirota T, Takahashi A, Kubo M, Tsunoda T, Tomita K, Sakashita M et al (2012) Genome-wide association study identifies eight new susceptibility loci for atopic dermatitis in the Japanese population. Nat Genet 44(11):1222–1226PubMed Hirota T, Takahashi A, Kubo M, Tsunoda T, Tomita K, Sakashita M et al (2012) Genome-wide association study identifies eight new susceptibility loci for atopic dermatitis in the Japanese population. Nat Genet 44(11):1222–1226PubMed
61.
go back to reference Mansur AH, Williams GA, Bishop DT, Markham AF, Lewis S, Britton J et al (2000) Evidence for a role of HLA DRB1 alleles in the control of IgE levels, strengthened by interacting TCR A/D marker alleles. Clin Exp Allergy 30(10):1371–1378PubMed Mansur AH, Williams GA, Bishop DT, Markham AF, Lewis S, Britton J et al (2000) Evidence for a role of HLA DRB1 alleles in the control of IgE levels, strengthened by interacting TCR A/D marker alleles. Clin Exp Allergy 30(10):1371–1378PubMed
62.
go back to reference Paternoster L, Standl M, Waage J, Baurecht H, Hotze M, Strachan DP et al (2015) Multi-ancestry genome-wide association study of 21,000 cases and 95,000 controls identifies new risk loci for atopic dermatitis. Nat Genet 47(12):1449–1456PubMedPubMedCentral Paternoster L, Standl M, Waage J, Baurecht H, Hotze M, Strachan DP et al (2015) Multi-ancestry genome-wide association study of 21,000 cases and 95,000 controls identifies new risk loci for atopic dermatitis. Nat Genet 47(12):1449–1456PubMedPubMedCentral
63.
go back to reference Potaczek DP, Kabesxh M (2012) Current concepts of IgE regulation and impact of genetic determinants. Clin Exp Allergy 42:852–871PubMed Potaczek DP, Kabesxh M (2012) Current concepts of IgE regulation and impact of genetic determinants. Clin Exp Allergy 42:852–871PubMed
64.
go back to reference Sun LD, Xiao FL, Li Y, Zhou WM, Tang HY, Tang XF et al (2011) Genome-wide association study identifies two new susceptibility loci for atopic dermatitis in the Chinese Han population. Nat Genet 43(7):690–694PubMed Sun LD, Xiao FL, Li Y, Zhou WM, Tang HY, Tang XF et al (2011) Genome-wide association study identifies two new susceptibility loci for atopic dermatitis in the Chinese Han population. Nat Genet 43(7):690–694PubMed
65.
go back to reference Torres-Galvan MJ, Quiralte J, Blanco C, Castillo R, Carrillo T, Perez-Aciego P et al (2000) Pocket 4 in the HLA-DRB1 antigen-binding groove: an association with atopy. Allergy 55(4):398–401PubMed Torres-Galvan MJ, Quiralte J, Blanco C, Castillo R, Carrillo T, Perez-Aciego P et al (2000) Pocket 4 in the HLA-DRB1 antigen-binding groove: an association with atopy. Allergy 55(4):398–401PubMed
66.
go back to reference Weidinger S, Willis-Owen SA, Kamatani Y, Baurecht H, Morar N, Liang L et al (2013) A genome-wide association study of atopic dermatitis identifies loci with overlapping effects on asthma and psoriasis. Hum Mol Genet 22(23):4841–4856PubMedPubMedCentral Weidinger S, Willis-Owen SA, Kamatani Y, Baurecht H, Morar N, Liang L et al (2013) A genome-wide association study of atopic dermatitis identifies loci with overlapping effects on asthma and psoriasis. Hum Mol Genet 22(23):4841–4856PubMedPubMedCentral
67.
go back to reference Leung CS (2015) Endogenous antigen presentation of MHC class II epitopes through non-autophagic pathways. Front Immunol 6:464PubMedPubMedCentral Leung CS (2015) Endogenous antigen presentation of MHC class II epitopes through non-autophagic pathways. Front Immunol 6:464PubMedPubMedCentral
68.
go back to reference Park H, Ahn K, Park MH, Lee SI (2012) The HLA-DRB1 polymorphism is associated with atopic dermatitis, but not egg allergy in Korean children. Allergy Asthma Immunol Res 4(3):143–149PubMedPubMedCentral Park H, Ahn K, Park MH, Lee SI (2012) The HLA-DRB1 polymorphism is associated with atopic dermatitis, but not egg allergy in Korean children. Allergy Asthma Immunol Res 4(3):143–149PubMedPubMedCentral
69.
go back to reference Altschul SF, Koonin EV (1998) Iterated profile searches with PSI-BLAST–a tool for discovery in protein databases. Trends Biochem Sci 23(11):444–447PubMed Altschul SF, Koonin EV (1998) Iterated profile searches with PSI-BLAST–a tool for discovery in protein databases. Trends Biochem Sci 23(11):444–447PubMed
Metadata
Title
Predictive in silico binding algorithms reveal HLA specificities and autoallergen peptides associated with atopic dermatitis
Authors
Jan J. Gong
David J. Margolis
Dimitrios S. Monos
Publication date
01-11-2020
Publisher
Springer Berlin Heidelberg
Published in
Archives of Dermatological Research / Issue 9/2020
Print ISSN: 0340-3696
Electronic ISSN: 1432-069X
DOI
https://doi.org/10.1007/s00403-020-02059-0

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