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Volumn 31, Issue 4, 2009, Pages 200-208

The role of ultraviolet radiation and tyrosine stimulated melanogenesis in the induction of oxidative stress alterations in fair skin melanocytes

Author keywords

Melanocyte; Melanogenesis; Oxidative stress; Tyrosine; Ultraviolet radiation

Indexed keywords

CATALASE; MELANIN; MONOPHENOL MONOOXYGENASE; SUPEROXIDE DISMUTASE; TYROSINE;

EID: 75149158458     PISSN: 18129269     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (36)

References (53)
  • 1
    • 0032881361 scopus 로고    scopus 로고
    • Correlation between antioxidants and phototypes in melanocyte cultures. A possible link of physiologic and pathologic relevance
    • Picardo M, Maresca V, Eibenschutz L, et al. Correlation between antioxidants and phototypes in melanocyte cultures. A possible link of physiologic and pathologic relevance. J Invest Dermatol 1999; 113: 424-5.
    • (1999) J Invest Dermatol , vol.113 , pp. 424-425
    • Picardo, M.1    Maresca, V.2    Eibenschutz, L.3
  • 4
    • 0042334894 scopus 로고    scopus 로고
    • Pigmented melanocytes are protected against ultraviolet-A-induced membrane damage
    • Kvam E, Dahle J. Pigmented melanocytes are protected against ultraviolet-A-induced membrane damage. J Invest Dermatol 2003; 121: 564-9.
    • (2003) J Invest Dermatol , vol.121 , pp. 564-569
    • Kvam, E.1    Dahle, J.2
  • 5
    • 0033513389 scopus 로고    scopus 로고
    • The role of melanin in the induction of oxidative DNA base damage by ultraviolet A irradiation of DNA or melanoma cells
    • Kvam E, Tyrrell RM. The role of melanin in the induction of oxidative DNA base damage by ultraviolet A irradiation of DNA or melanoma cells. J Invest Dermatol 1999; 113: 209-13.
    • (1999) J Invest Dermatol , vol.113 , pp. 209-213
    • Kvam, E.1    Tyrrell, R.M.2
  • 6
    • 0029315208 scopus 로고
    • Dual role of melanins and melanin precursors as photoprotective and phototoxic agents: Inhibition of ultraviolet radiation-induced lipid peroxidation
    • Schmitz S, Thomas PD, Allen TM, et al. Dual role of melanins and melanin precursors as photoprotective and phototoxic agents: inhibition of ultraviolet radiation-induced lipid peroxidation. Photochem Photobiol 1995; 61: 650-5.
    • (1995) Photochem Photobiol , vol.61 , pp. 650-655
    • Schmitz, S.1    Thomas, P.D.2    Allen, T.M.3
  • 7
    • 0027195058 scopus 로고
    • A consideration of ambient solar ultraviolet radiation in the interpretation of studies of studies of aetiology of melanoma
    • Elwood JM, Diffey BL. A consideration of ambient solar ultraviolet radiation in the interpretation of studies of studies of aetiology of melanoma. Melanoma Res 1993; 3: 113-22.
    • (1993) Melanoma Res , vol.3 , pp. 113-122
    • Elwood, J.M.1    Diffey, B.L.2
  • 8
    • 11144314304 scopus 로고    scopus 로고
    • Hearing VJ. Biogenesis of pigment granules: A sensitive way to regulate melanocyte function
    • Hearing VJ. Biogenesis of pigment granules: a sensitive way to regulate melanocyte function. J Dematol Sci 2005; 37: 3-14.
    • (2005) J Dematol Sci , vol.37 , pp. 3-14
  • 9
    • 0001489078 scopus 로고    scopus 로고
    • The normal colour of human skin
    • Nordlund JJ, Boissy RE, Hearing VJ, et al, eds, second edition. Oxford: Blackwell Publishing
    • Nordlund JJ, Ortonne JP. The normal colour of human skin. In: Nordlund JJ, Boissy RE, Hearing VJ, et al, eds. The pigmentary system, second edition. Oxford: Blackwell Publishing, 2006: 475-87.
    • (2006) The pigmentary system , pp. 475-487
    • Nordlund, J.J.1    Ortonne, J.P.2
  • 10
    • 0026081804 scopus 로고
    • Peroxidase as an alternative to tyrosinase in the oxidative polymerization of 5,6-dihydroxyindoles to melanin(s)
    • d'Ischia M, Napolitano A, Prota G. Peroxidase as an alternative to tyrosinase in the oxidative polymerization of 5,6-dihydroxyindoles to melanin(s). Biochim Biophys Acta 1991; 1073: 423-30.
    • (1991) Biochim Biophys Acta , vol.1073 , pp. 423-430
    • d'Ischia, M.1    Napolitano, A.2    Prota, G.3
  • 11
    • 41949092429 scopus 로고    scopus 로고
    • Schallreuter KU, Kothari1 S, Chavan B, et al. Regulation of melanogenesis - controversies and new concepts. Exp Dermatol 2008; 17: 395-404.
    • Schallreuter KU, Kothari1 S, Chavan B, et al. Regulation of melanogenesis - controversies and new concepts. Exp Dermatol 2008; 17: 395-404.
  • 12
    • 0000205628 scopus 로고
    • Mammalian tyrosinase: The relationship of copper to enzymatic activity
    • Lerner AB, Fitzpatrick TB, Calkins E, et al. Mammalian tyrosinase: the relationship of copper to enzymatic activity. J Biol Chem 1950; 187: 799-807.
    • (1950) J Biol Chem , vol.187 , pp. 799-807
    • Lerner, A.B.1    Fitzpatrick, T.B.2    Calkins, E.3
  • 13
    • 0030722720 scopus 로고    scopus 로고
    • Evidence for the indirect formation of the catecholic intermediate substrate responsible for the autoactivation kinetics of tyrosinase
    • Cooksey CJ, Garratt PJ, Land EJ, et al. Evidence for the indirect formation of the catecholic intermediate substrate responsible for the autoactivation kinetics of tyrosinase. J Biol Chem 1997; 272: 26226-35.
    • (1997) J Biol Chem , vol.272 , pp. 26226-26235
    • Cooksey, C.J.1    Garratt, P.J.2    Land, E.J.3
  • 14
    • 0042173012 scopus 로고    scopus 로고
    • Tyrosine hydroxylase isoenzyme I is present in human melanosomes: A possible novel function in pigmentation
    • Marles LK, Peters EM, Tobin DJ, et al. Tyrosine hydroxylase isoenzyme I is present in human melanosomes: a possible novel function in pigmentation. Exp Dermatol 2003; 12: 61-70.
    • (2003) Exp Dermatol , vol.12 , pp. 61-70
    • Marles, L.K.1    Peters, E.M.2    Tobin, D.J.3
  • 15
    • 0035089363 scopus 로고    scopus 로고
    • Tyrosine levels regulate the melanogenic response to alpha-melanocyte stimulating hormone in human melanocytes: Implication for pigmentation and proliferation
    • Schwahn DJ. Tyrosine levels regulate the melanogenic response to alpha-melanocyte stimulating hormone in human melanocytes: implication for pigmentation and proliferation. Pigment Cell Res 2001; 14: 32-9.
    • (2001) Pigment Cell Res , vol.14 , pp. 32-39
    • Schwahn, D.J.1
  • 16
    • 0031818719 scopus 로고    scopus 로고
    • Variations in melanin formation by cultured melanocytes from different skin types
    • Smit NP, Kolb RM, Lentjes EG, et al. Variations in melanin formation by cultured melanocytes from different skin types. Arch Dermatol Res 1998; 290: 342-9.
    • (1998) Arch Dermatol Res , vol.290 , pp. 342-349
    • Smit, N.P.1    Kolb, R.M.2    Lentjes, E.G.3
  • 17
    • 0031453797 scopus 로고    scopus 로고
    • Melanogenesis in cultured melanocytes can be substantially influenced by L-tyrosine and L-cysteine
    • Smit NP, van der Meulen H, Koerten HK, et al. Melanogenesis in cultured melanocytes can be substantially influenced by L-tyrosine and L-cysteine. J Invest Dermatol 1997; 109: 796-800.
    • (1997) J Invest Dermatol , vol.109 , pp. 796-800
    • Smit, N.P.1    van der Meulen, H.2    Koerten, H.K.3
  • 18
    • 0031680660 scopus 로고    scopus 로고
    • (Pheo) mela nin photosensitizes UVA-induced DNA damage in cultured human melanocytes
    • Wenczl E, Van der Schans GP, Roza L, et al. (Pheo) mela nin photosensitizes UVA-induced DNA damage in cultured human melanocytes. J Invest Dermatol 1998; 111: 678-82.
    • (1998) J Invest Dermatol , vol.111 , pp. 678-682
    • Wenczl, E.1    Van der Schans, G.P.2    Roza, L.3
  • 19
    • 0345369502 scopus 로고    scopus 로고
    • Free radical scavenging properties of melanin interaction of eu- and pheomelanin models with reducing and oxidising radicals
    • Rozanowska M, Sarna T, Land EJ. Free radical scavenging properties of melanin interaction of eu- and pheomelanin models with reducing and oxidising radicals. Free Radic Biol Med 1999; 26: 518-25.
    • (1999) Free Radic Biol Med , vol.26 , pp. 518-525
    • Rozanowska, M.1    Sarna, T.2    Land, E.J.3
  • 20
    • 0034811354 scopus 로고    scopus 로고
    • Fruehauf JP. Redox regulation in human melanocytes and melanoma
    • Meyskens Jr, Farmer P, Fruehauf JP. Redox regulation in human melanocytes and melanoma. Pigment Cell Res 2001; 14: 148-54.
    • (2001) Pigment Cell Res , vol.14 , pp. 148-154
    • Meyskens Jr, F.P.1
  • 21
    • 0029904570 scopus 로고    scopus 로고
    • Ultraviolet B: Radiation acts through the nitric oxide and cGMP signal transduction pathway to stimulate melanogenesis in human melanocytes
    • Roméro-Graillett C, Aberdam E, Biagioli M, et al. Ultraviolet B: radiation acts through the nitric oxide and cGMP signal transduction pathway to stimulate melanogenesis in human melanocytes. J Biol Chem 1996; 271: 28052-6.
    • (1996) J Biol Chem , vol.271 , pp. 28052-28056
    • Roméro-Graillett, C.1    Aberdam, E.2    Biagioli, M.3
  • 22
    • 0027415959 scopus 로고
    • Antioxidant defense mechanisms in murine epidermis and dermis and their responses to ultraviolet light
    • Shindo Y, Witt E, Packer L. Antioxidant defense mechanisms in murine epidermis and dermis and their responses to ultraviolet light. J Invest Dermatol 1993; 100: 260-5.
    • (1993) J Invest Dermatol , vol.100 , pp. 260-265
    • Shindo, Y.1    Witt, E.2    Packer, L.3
  • 23
    • 0025826887 scopus 로고
    • Disparate antioxidant enzyme activities in cultured cutaneous fibroblasts, keratinocytes and melanocytes
    • Yohn J, Norris D, Yrastorza D, et al. Disparate antioxidant enzyme activities in cultured cutaneous fibroblasts, keratinocytes and melanocytes. J Invest Dermatol 1991; 97: 405-10.
    • (1991) J Invest Dermatol , vol.97 , pp. 405-410
    • Yohn, J.1    Norris, D.2    Yrastorza, D.3
  • 24
    • 32644460030 scopus 로고    scopus 로고
    • UVA-induced modification of catalase charge properties in the epidermis is correlated with the skin phototype
    • Maresca V, Flori E, Briganti S, et al. UVA-induced modification of catalase charge properties in the epidermis is correlated with the skin phototype. J Invest Dermatol 2006; 126: 182-90.
    • (2006) J Invest Dermatol , vol.126 , pp. 182-190
    • Maresca, V.1    Flori, E.2    Briganti, S.3
  • 25
    • 0023882897 scopus 로고
    • The validity and practicality of sun reactive skin type I through VI
    • Fitzpatrick TB. The validity and practicality of sun reactive skin type I through VI. Arch Dermatol 1988; 124: 869-71.
    • (1988) Arch Dermatol , vol.124 , pp. 869-871
    • Fitzpatrick, T.B.1
  • 26
    • 0027420956 scopus 로고
    • Melanocyte movement in vitro: Role of the matrix proteins and integrin receptors
    • Morelli JG, Yohn JJ, Zekman T, et al. Melanocyte movement in vitro: role of the matrix proteins and integrin receptors. J Invest Dermatol 1993; 101: 605-8.
    • (1993) J Invest Dermatol , vol.101 , pp. 605-608
    • Morelli, J.G.1    Yohn, J.J.2    Zekman, T.3
  • 27
    • 0016729431 scopus 로고
    • Serial cultivation of human epidermal keratinocytes: Formation of keratinizing colonies from single cells
    • Rheinwald JG, Green H. Serial cultivation of human epidermal keratinocytes: formation of keratinizing colonies from single cells. Cell 1975; 6: 331-4.
    • (1975) Cell , vol.6 , pp. 331-334
    • Rheinwald, J.G.1    Green, H.2
  • 28
    • 0024523764 scopus 로고
    • Regulation of human melanocyte growth, dendricity and melanization by keratinocyte derived factors
    • Gordon PR, Mansur C, Gichrest B. Regulation of human melanocyte growth, dendricity and melanization by keratinocyte derived factors. J Invest Dermatol 1989; 92: 565-72.
    • (1989) J Invest Dermatol , vol.92 , pp. 565-572
    • Gordon, P.R.1    Mansur, C.2    Gichrest, B.3
  • 29
    • 0021715466 scopus 로고
    • Purification of hamster melanoma tyrosinases and structural studies of their asparagine-linked sugar chains
    • Ohkura T, Yamashita K, Mishima Y, et al. Purification of hamster melanoma tyrosinases and structural studies of their asparagine-linked sugar chains. Arch Biochem Biophys 1984; 235: 63-77.
    • (1984) Arch Biochem Biophys , vol.235 , pp. 63-77
    • Ohkura, T.1    Yamashita, K.2    Mishima, Y.3
  • 30
    • 0013770081 scopus 로고
    • Tyrosine hydroxylation catalyzed by mammalian tyrosinase. An improved method of assay
    • Pomerantz SH. Tyrosine hydroxylation catalyzed by mammalian tyrosinase. An improved method of assay. Biochem Biophys Res Comm 1964; 16: 188-94.
    • (1964) Biochem Biophys Res Comm , vol.16 , pp. 188-194
    • Pomerantz, S.H.1
  • 31
    • 0035991116 scopus 로고    scopus 로고
    • Assay of antioxidant capacity: Comparison of four methods as applied to human blood plasma
    • Janazsewska A, Bartosz G. Assay of antioxidant capacity: comparison of four methods as applied to human blood plasma. Scand J Lab Invest 2002; 62: 231-6.
    • (2002) Scand J Lab Invest , vol.62 , pp. 231-236
    • Janazsewska, A.1    Bartosz, G.2
  • 33
    • 0028306229 scopus 로고
    • Terminal differentiation and senescence in the human melanocyte: Repression of tyrosine-phosphorylation of the extracellular signal-regulated kinase 2 selectively defines the two phenotypes
    • Medrano EE, Yang F, Boissy RE, et al. Terminal differentiation and senescence in the human melanocyte: repression of tyrosine-phosphorylation of the extracellular signal-regulated kinase 2 selectively defines the two phenotypes. Mol Biol Cell 1994; 5: 497-509.
    • (1994) Mol Biol Cell , vol.5 , pp. 497-509
    • Medrano, E.E.1    Yang, F.2    Boissy, R.E.3
  • 34
    • 17444405921 scopus 로고    scopus 로고
    • Molecular responses to stress induced in normal human caucasian melanocytes in culture by exposure to simulated solar UV
    • Marrot L, Belaïdi JP, Jones C, et al. Molecular responses to stress induced in normal human caucasian melanocytes in culture by exposure to simulated solar UV. Photochem Photobiol 2005; 81: 367-75.
    • (2005) Photochem Photobiol , vol.81 , pp. 367-375
    • Marrot, L.1    Belaïdi, J.P.2    Jones, C.3
  • 35
    • 0029993503 scopus 로고    scopus 로고
    • UV activates growth factor receptors via reactive oxygen intermediates
    • Huang RP, Wu JX, Fan Y, et al. UV activates growth factor receptors via reactive oxygen intermediates. J Cell Biol 1996; 133: 211-20.
    • (1996) J Cell Biol , vol.133 , pp. 211-220
    • Huang, R.P.1    Wu, J.X.2    Fan, Y.3
  • 37
    • 0025343230 scopus 로고
    • Signal transduction by receptors with tyrosine kinase activity
    • Urlich A, Schlessinger J. Signal transduction by receptors with tyrosine kinase activity. Cell 1990; 61: 203-12.
    • (1990) Cell , vol.61 , pp. 203-212
    • Urlich, A.1    Schlessinger, J.2
  • 38
    • 0025719491 scopus 로고
    • A role for sunlight in skin cancer: UV-induced p53 mutations in squamous cell carcinoma
    • Brash DE, Rudolph JA, Simon JA, et al. A role for sunlight in skin cancer: UV-induced p53 mutations in squamous cell carcinoma. Proc Natl Acad Sci USA 1991; 88: 10124-8.
    • (1991) Proc Natl Acad Sci USA , vol.88 , pp. 10124-10128
    • Brash, D.E.1    Rudolph, J.A.2    Simon, J.A.3
  • 39
    • 0031064597 scopus 로고    scopus 로고
    • Pigment cell research: What directions?
    • Prota G. Pigment cell research: what directions? Pigment Cell Res 1997; 10: 5-11.
    • (1997) Pigment Cell Res , vol.10 , pp. 5-11
    • Prota, G.1
  • 40
    • 0035470725 scopus 로고    scopus 로고
    • Melanin offers protection against induction of cyclobutane pyrimidine dimers and 6-4 photoproducts by UVB in cultured human melanocytes
    • Smit NP, Vink AA, Kolb RM, et al. Melanin offers protection against induction of cyclobutane pyrimidine dimers and 6-4 photoproducts by UVB in cultured human melanocytes. Photochem Photobiol 2001; 74: 424-30.
    • (2001) Photochem Photobiol , vol.74 , pp. 424-430
    • Smit, N.P.1    Vink, A.A.2    Kolb, R.M.3
  • 41
    • 0025907150 scopus 로고
    • Pyrimidine dimer induction and repair in cultured human skin keratinocytes or melanocytes after irradiation with monochromatic ultraviolet radiation
    • Schothorst AA, Evers LM, Noz KC, et al. Pyrimidine dimer induction and repair in cultured human skin keratinocytes or melanocytes after irradiation with monochromatic ultraviolet radiation. J Invest Dermatol 1991; 96: 916-20.
    • (1991) J Invest Dermatol , vol.96 , pp. 916-920
    • Schothorst, A.A.1    Evers, L.M.2    Noz, K.C.3
  • 42
    • 42549119367 scopus 로고    scopus 로고
    • Increased melanogenesis is a risk factor for oxidative DNA damage-study on cultured melanocytes and atypical nevus cells
    • Smit NP, van Nieuwpoort FA, Marrot L, et al. Increased melanogenesis is a risk factor for oxidative DNA damage-study on cultured melanocytes and atypical nevus cells. Photochem Photobiol 2008, 84: 550-5.
    • (2008) Photochem Photobiol , vol.84 , pp. 550-555
    • Smit, N.P.1    van Nieuwpoort, F.A.2    Marrot, L.3
  • 43
    • 42549140099 scopus 로고    scopus 로고
    • Hearing VJ. The protective role of melanin against UV damage in human skin
    • Brenner M, Hearing VJ. The protective role of melanin against UV damage in human skin. Photochem Photobiol 2008; 84: 539-49.
    • (2008) Photochem Photobiol , vol.84 , pp. 539-549
    • Brenner, M.1
  • 44
    • 0242624562 scopus 로고    scopus 로고
    • Antioxidant activity, lipid peroxidation and skin diseases. What's new?
    • Briganti S, Picardo M. Antioxidant activity, lipid peroxidation and skin diseases. What's new? J Eur Acad Dermatol 2003; 17: 663-9.
    • (2003) J Eur Acad Dermatol , vol.17 , pp. 663-669
    • Briganti, S.1    Picardo, M.2
  • 45
    • 0035973585 scopus 로고    scopus 로고
    • Modulation of catalase in human skin in vivo by acute and chronic UV radiation
    • Rhie G, Seo JY, Chung JH. Modulation of catalase in human skin in vivo by acute and chronic UV radiation. Mol Cells 2001; 11: 399-404.
    • (2001) Mol Cells , vol.11 , pp. 399-404
    • Rhie, G.1    Seo, J.Y.2    Chung, J.H.3
  • 46
    • 0030156056 scopus 로고    scopus 로고
    • Structural and functional changes in catalase by near-UV radiation
    • Zigman S, Reddan J, Schultz J B, et al. Structural and functional changes in catalase by near-UV radiation. Photochem Photobiol 1996; 63: 818-24.
    • (1996) Photochem Photobiol , vol.63 , pp. 818-824
    • Zigman, S.1    Reddan, J.2    Schultz, J.B.3
  • 47
    • 0032448429 scopus 로고    scopus 로고
    • Chimeric human epidermal reconstructs to study the role of melanocytes and keratinocytes in pigmentation and photoprotection
    • Bessou-Touya S, Picardo M, Maresca V, et al. Chimeric human epidermal reconstructs to study the role of melanocytes and keratinocytes in pigmentation and photoprotection. J Invest Dermatol 1998; 111: 1103-8.
    • (1998) J Invest Dermatol , vol.111 , pp. 1103-1108
    • Bessou-Touya, S.1    Picardo, M.2    Maresca, V.3
  • 48
    • 0031656507 scopus 로고    scopus 로고
    • Increased sensitivity to peroxidizing agents is correlated with an imbalance of antioxidants in normal melanocytes from melanoma patients
    • Grammatico P, Maresca V, Roccella F, et al. Increased sensitivity to peroxidizing agents is correlated with an imbalance of antioxidants in normal melanocytes from melanoma patients. Exp Dermatol 1998; 7: 205-12.
    • (1998) Exp Dermatol , vol.7 , pp. 205-212
    • Grammatico, P.1    Maresca, V.2    Roccella, F.3
  • 49
    • 0041835985 scopus 로고    scopus 로고
    • Cutaneous photobiology. The melanocytes vs the sun: Who will win the final round?
    • Kadekaro AL, Kavanagh RJ, Wakamatsu K, et al. Cutaneous photobiology. The melanocytes vs the sun: who will win the final round? Pigment Cell Res 2003; 16: 434-47.
    • (2003) Pigment Cell Res , vol.16 , pp. 434-447
    • Kadekaro, A.L.1    Kavanagh, R.J.2    Wakamatsu, K.3
  • 50
    • 0029923970 scopus 로고    scopus 로고
    • Hydrogen peroxide generation associated with the oxidations of the eumelanogenic precursors 5,6-dihydroxyindole and 5,6-dihydroxyindole-2-carboxylic acid
    • Nappi AJ, Vass E. Hydrogen peroxide generation associated with the oxidations of the eumelanogenic precursors 5,6-dihydroxyindole and 5,6-dihydroxyindole-2-carboxylic acid. Melanoma Res 1996; 6: 341-9.
    • (1996) Melanoma Res , vol.6 , pp. 341-349
    • Nappi, A.J.1    Vass, E.2
  • 51
    • 0031106688 scopus 로고    scopus 로고
    • Time course of changes in antioxidant enzymes in human skin fibroblasts after UVA irradiation
    • Shindo Y, Hashimoto T. Time course of changes in antioxidant enzymes in human skin fibroblasts after UVA irradiation. J Dermatol Sci 1997; 14: 225-32.
    • (1997) J Dermatol Sci , vol.14 , pp. 225-232
    • Shindo, Y.1    Hashimoto, T.2
  • 52
    • 0031693157 scopus 로고    scopus 로고
    • Modifications of the antioxidant enzymes in relation to chromosome imbalances in human melanoma cell lines
    • Bravard A, Cherbonnel-Lasserre C, Reillaudou M, et al. Modifications of the antioxidant enzymes in relation to chromosome imbalances in human melanoma cell lines. Melanoma Res 1998; 8: 329-35.
    • (1998) Melanoma Res , vol.8 , pp. 329-335
    • Bravard, A.1    Cherbonnel-Lasserre, C.2    Reillaudou, M.3
  • 53
    • 0029833069 scopus 로고    scopus 로고
    • Imbalance in the antioxidant pool in melanoma cells and normal melanocytes from patients with melanoma
    • Picardo M, Grammatico P, Roccella F, et al. Imbalance in the antioxidant pool in melanoma cells and normal melanocytes from patients with melanoma. J Invest Dermatol 1996; 107: 322-6.
    • (1996) J Invest Dermatol , vol.107 , pp. 322-326
    • Picardo, M.1    Grammatico, P.2    Roccella, F.3


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