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The effect of environmental humidity and temperature on skin barrier function and dermatitis
Open accessAbstract
Physicians are aware that climatic conditions negatively affect the skin. In particular, people living in equator far countries such as the Northern parts of Europe and North America are exposed to harsh weather during the winter and may experience dry and itchy skin, or deterioration of already existing dermatoses. We searched the literature for studies that evaluated the mechanisms behind this phenomenon. Commonly used meteorological terms such as absolute humidity, relative humidity and dew point are explained. Furthermore, we review the negative effect of low humidity, low temperatures and different seasons on the skin barrier and on the risk of dermatitis. We conclude that low humidity and low temperatures lead to a general decrease in skin barrier function and increased susceptible towards mechanical stress. Since pro‐inflammatory cytokines and cortisol are released by keratinocytes, and the number of dermal mast cells increases, the skin also becomes more reactive towards skin irritants and allergens. Collectively, published data show that cold and dry weather increase the prevalence and risk of flares in patients with atopic dermatitis.
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Citations
Cites
The cornified envelope: a model of cell death in the skin
Candi, E., Schmidt, R., & Melino, G. (2005) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm1619 · Cited by 1,776
Williams, H., Robertson, C., Stewart, A., Aït-Khaled, N., Anabwani, G., Anderson, R., Asher, I., Beasley, R., Björkstén, B., Burr, M., et al. (1999) · Journal of Allergy and Clinical Immunology · doi:10.1016/s0091-6749(99)70536-1 · Cited by 998
Stratum corneum lipids: the effect of ageing and the seasons
Rogers, J., Harding, C., Mayo, A., Banks, J., & Rawlings, A. (1996) · Archives of Dermatological Research · doi:10.1007/bf02505294 · Cited by 415
Nikolovski, J., Stamatas, G. N., Kollias, N., & Wiegand, B. C. (2008) · Journal of Investigative Dermatology · doi:10.1038/sj.jid.5701239 · Cited by 388
Tariq, S. M., Matthews, S. M., Hakim, E. A., Stevens, M., Arshad, S. H., & Hide, D. W. (1998) · Journal of Allergy and Clinical Immunology · doi:10.1016/s0091-6749(98)70164-2 · Cited by 374
Ultraviolet radiation and skin cancer: molecular mechanisms
Hussein, M. R. (2005) · Journal of Cutaneous Pathology · doi:10.1111/j.0303-6987.2005.00281.x · Cited by 352
Climate and the prevalence of symptoms of asthma, allergic rhinitis, and atopic eczema in children
Weiland, S. K., Hüsing, A., Strachan, D. P., Rzehak, P., & Pearce, N. (2004) · Occupational and Environmental Medicine · doi:10.1136/oem.2002.006809 · Cited by 341
Scott, I. R., & Harding, C. R. (1986) · Developmental Biology · doi:10.1016/0012-1606(86)90230-7 · Cited by 325
Bioengineering of the skin: Water and the stratum corneum
Edwards, D. A. (1995) · Journal of Controlled Release · doi:10.1016/0168-3659(95)90005-5 · Cited by 290
Climatic Factors Are Associated with Childhood Eczema Prevalence in the United States
Silverberg, J. I., Hanifin, J., & Simpson, E. L. (2013) · Journal of Investigative Dermatology · doi:10.1038/jid.2013.19 · Cited by 286
Denda, M., Sato, J., Tsuchiya, T., Elias, P. M., & Feingold, K. R. (1998) · Journal of Investigative Dermatology · doi:10.1046/j.1523-1747.1998.00364.x · Cited by 263
Wildnauer, R. H., Bothwell, J. W., & Douglass, A. B. (1971) · Journal of Investigative Dermatology · doi:10.1111/1523-1747.ep12292018 · Cited by 237
Exposure to a Dry Environment Enhances Epidermal Permeability Barrier Function
Denda, M., Sato, J., Masuda, Y., Tsuchiya, T., Koyama, J., Kuramoto, M., Elias, P. M., & Feingold, K. R. (1998) · Journal of Investigative Dermatology · doi:10.1046/j.1523-1747.1998.00333.x · Cited by 234
Egawa, M., & Tagami, H. (2007) · British Journal of Dermatology · doi:10.1111/j.1365-2133.2007.08311.x · Cited by 231
The effect of glycerol and humidity on desmosome degradation in stratum corneum
Rawlings, A., Sabin, R., Harding, C., Watkinson, A., Banks, J., & Ackerman, C. (1995) · Archives of Dermatological Research · doi:10.1007/bf00373429 · Cited by 221
Effects of Skin Surface Temperature on Epidermal Permeability Barrier Homeostasis
Denda, M., Sokabe, T., Fukumi-Tominaga, T., & Tominaga, M. (2007) · Journal of Investigative Dermatology · doi:10.1038/sj.jid.5700590 · Cited by 215
FURUE, M., YAMAZAKI, S., JIMBOW, K., TSUCHIDA, T., AMAGAI, M., TANAKA, T., MATSUNAGA, K., MUTO, M., MORITA, E., AKIYAMA, M., et al. (2011) · The Journal of Dermatology · doi:10.1111/j.1346-8138.2011.01209.x · Cited by 208
Clinical Severity Correlates with Impaired Barrier in Filaggrin-Related Eczema
Nemoto-Hasebe, I., Akiyama, M., Nomura, T., Sandilands, A., Irwin McLean, W. H., & Shimizu, H. (2009) · Journal of Investigative Dermatology · doi:10.1038/jid.2008.280 · Cited by 180
Nakagawa, N., Sakai, S., Matsumoto, M., Yamada, K., Nagano, M., Yuki, T., Sumida, Y., & Uchiwa, H. (2004) · Journal of Investigative Dermatology · doi:10.1111/j.0022-202x.2004.22317.x · Cited by 176
Epidermal Changes in Human Skin Following Irradiation With Either UVB or UVA
Pearse, A. D., Gaskell, S. A., & Marks, R. (1987) · Journal of Investigative Dermatology · doi:10.1111/1523-1747.ep12465094 · Cited by 175
Hong, S. P., Kim, M. J., Jung, M.-Y., Jeon, H., Goo, J., Ahn, S. K., Lee, S. H., Elias, P. M., & Choi, E. H. (2008) · Journal of Investigative Dermatology · doi:10.1038/jid.2008.169 · Cited by 158
Effect of exposure of human skin to a dry environment
Egawa, M., Oguri, M., Kuwahara, T., & Takahashi, M. (2002) · Skin Research and Technology · doi:10.1034/j.1600-0846.2002.00351.x · Cited by 149
Vyumvuhore, R., Tfayli, A. M., Duplan, H., Delalleau, A., Manfait, M., & Baillet‐Guffroy, A. (2013) · The Analyst · doi:10.1039/c3an00716b · Cited by 141
Krämer, U., Weidinger, S., Darsow, U. G., Möhrenschlager, M., Ring, J., & Behrendt, H. (2005) · Journal of Investigative Dermatology · doi:10.1111/j.0022-202x.2005.23625.x · Cited by 140
Uter, W. J. C., Gefeller, O., & Schwanitz (1998) · British Journal of Dermatology · doi:10.1046/j.1365-2133.1998.02072.x · Cited by 138
Youn, S. W., Na, J., Choi, S. Y., et al. (2005) · Skin Research and Technology · doi:10.1111/j.1600-0846.2005.00119.x · Cited by 137
Seasonal variation of skin resistance to irritants
Agner, T., & Serup, J. V. (1989) · British Journal of Dermatology · doi:10.1111/j.1365-2133.1989.tb01425.x · Cited by 136
Significance of humidity and temperature on skin and upper airway symptoms
Reinikainen, L. M., & Jaakkola, J. J. K. (2003) · Indoor Air · doi:10.1111/j.1600-0668.2003.00155.x · Cited by 136
Transepidermal Water Loss as a Function of Skin Surface Temperature
Mathias, C. G. T., Wilson, D. M., & Maïbach, H. I. (1981) · Journal of Investigative Dermatology · doi:10.1111/1523-1747.ep12479939 · Cited by 132
Katagiri, C., Sato, J., Nomura, J., & Denda, M. (2003) · Journal of Dermatological Science · doi:10.1016/s0923-1811(02)00137-8 · Cited by 128
Physiological and Subjective Responses to Low Relative Humidity
Sunwoo, Y., Chou, C., Takeshita, J., Murakami, M., & Tochihara, Y. (2006) · Journal of PHYSIOLOGICAL ANTHROPOLOGY · doi:10.2114/jpa2.25.7 · Cited by 126
Relationships between skin properties and environmental parameters
Cravello, B., & Ferri, A. (2007) · Skin Research and Technology · doi:10.1111/j.1600-0846.2007.00275.x · Cited by 118
Reinikainen, L. M., Jaakkola, J. J. K., & Seppänen, O. (1992) · Archives of Environmental Health An International Journal · doi:10.1080/00039896.1992.9935938 · Cited by 116
Seasonal variation of dermatologic disease in the USA: a study of office visits from 1990 to 1998
Hancox, J. G., Sheridan, S. C., Feldman, S. R., & Fleischer, A. B. (2003) · International Journal of Dermatology · doi:10.1111/j.1365-4632.2004.01828.x · Cited by 111
Abrupt Decreases in Environmental Humidity Induce Abnormalities in Permeability Barrier Homeostasis
Sato, J., Denda, M., Chang, S., Elias, P. M., & Feingold, K. R. (2002) · Journal of Investigative Dermatology · doi:10.1046/j.1523-1747.2002.00589.x · Cited by 107
Dermatitis caused by physical irritants
Morris‐Jones, R., Robertson, S., Ross, J., White, I. R., McFadden, J. P., & Rycroft, R. J. G. (2002) · British Journal of Dermatology · doi:10.1046/j.1365-2133.2002.04852.x · Cited by 104
Factors influencing atopic dermatitis-a questionnaire survey of schoolchildren's perceptions
Williams, J. R., Burr, M. L., & Williams, H. C. (2004) · British Journal of Dermatology · doi:10.1111/j.1365-2133.2004.05869.x · Cited by 102
Sunlight, Immunosuppression And Skin Cancer: Role Of Histamine And Mast Cells
Hart, P. H., Grimbaldeston, M. A., & Finlay‐Jones, J. J. (2001) · Clinical and Experimental Pharmacology and Physiology · doi:10.1046/j.1440-1681.2001.03392.x · Cited by 100
GRICE, K. A., Sattar, H., Sharratt, M., & Baker, H. (1971) · Journal of Investigative Dermatology · doi:10.1111/1523-1747.ep12349617 · Cited by 99
Effect of climatic change in children with atopic eczema
Byremo, G., Rød, G., & Carlsen, K. ‐. (2006) · Allergy · doi:10.1111/j.1398-9995.2006.01209.x · Cited by 99
Ashida, Y., Ogo, M., & Denda, M. (2001) · British Journal of Dermatology · doi:10.1046/j.1365-2133.2001.04007.x · Cited by 97
Season of birth as predictor of atopic manifestations
Nilsson, L. J., Björkstén, B., Hattevig, G., et al. (1997) · Archives of Disease in Childhood · doi:10.1136/adc.76.4.341 · Cited by 95
Relation of dew point and barometric pressure to chapping of normal skin.
Gaul, L., & Underwood, G. (1952) · Journal of Investigative Dermatology · doi:10.1038/jid.1952.61 · Cited by 92
Nam, G., Baek, J. H., Koh, J. S., & Hwang, J. ‐. (2014) · Skin Research and Technology · doi:10.1111/srt.12145 · Cited by 92
Prevalence of allergic rhinitis and atopic dermatitis among children in four regions of Finland
Remes, S., Korppi, M. O., Kajosaari, M., Koivikko, A., Soininen, L., & Pekkanen, J. (1998) · Allergy · doi:10.1111/j.1398-9995.1998.tb03954.x · Cited by 85
Morales‐Suárez‐Varela, M., Álvarez, L. G.-M., Kogan, M. D., González, A. L., Martínez, A., Aguinaga-Ontoso, I., Díaz, C. G., Pena, A. A., Aurrecoechea, B. D., Monge, R. M. B., et al. (2008) · International Journal of Biometeorology · doi:10.1007/s00484-008-0177-0 · Cited by 81
Langan, S., BOURKE, J. F., Silcocks, P. B. S., & Williams, H. C. (2006) · British Journal of Dermatology · doi:10.1111/j.1365-2133.2006.07153.x · Cited by 80
Carson, C. G., Rasmussen, M. A., Thyssen, J. P., Menné, T., & Bisgaard, H. F. (2012) · PLoS ONE · doi:10.1371/journal.pone.0048678 · Cited by 80
Self-citationIshikawa, J., Shimotoyodome, Y., Ito, S., Miyauchi, Y., Fujimura, T., Kitahara, T., & Hase, T. (2012) · Archives of Dermatological Research · doi:10.1007/s00403-012-1286-5 · Cited by 80
Adverse Environmental Health Effects of Ultra‐low Relative Humidity Indoor Air
Sato, M., Fukayo, S., & Yano, E. (2003) · Journal of Occupational Health · doi:10.1539/joh.45.133 · Cited by 80
Black, D., del Pozo, A., Lagarde, J., & Gall, Y. (2000) · Skin Research and Technology · doi:10.1034/j.1600-0846.2000.006002070.x · Cited by 78
Ultraviolet B‐induced alterations of the skin barrier and epidermal calcium gradient
Jiang, S. J., Chu, A. W., Lu, Z. F., Pan, M., Fa, D., & Zhou, X. (2007) · Experimental Dermatology · doi:10.1111/j.1600-0625.2007.00619.x · Cited by 78
Influence of weather and climate on subjective symptom intensity in atopic eczema
Vocks, E., Busch, R., Fröhlich, C., Borelli, S., Mayer, H., & Ring, J. (2001) · International Journal of Biometeorology · doi:10.1007/s004840000077 · Cited by 78
The Environmental Threat to the Skin
Coopman, S. A. (1993) · Archives of Dermatology · doi:10.1001/archderm.1993.01680300160039 · Cited by 77
CONTI, A., Rogers, J. S., Verdejo, P., Harding, C. R., & Rawlings, A. V. (1996) · International Journal of Cosmetic Science · doi:10.1111/j.1467-2494.1996.tb00131.x · Cited by 77
Angelova-Fischer, I., Dapic, I., Hoek, A., Jakasa, I., Fischer, T., Zillikens, D., & Kezic, S. (2014) · Acta Dermato Venereologica · doi:10.2340/00015555-1815 · Cited by 76
Self-citationKusunoki, T., Asai, K., Harazaki, M., Korematsu, S., & Hosoi, S. (1999) · Journal of Allergy and Clinical Immunology · doi:10.1016/s0091-6749(99)70191-0 · Cited by 74
Temperature dependence of water content of stratum corneum
Spencer, T. S., LINAMEN, C. E., Akers, W. A., & JONES, H. E. (2006) · British Journal of Dermatology · doi:10.1111/j.1365-2133.1975.tb06735.x · Cited by 73
Kikuchi, K., Kobayashi, H., Fur, I. L., Tschachler, E., & Tagami, H. (2002) · Exogenous Dermatology · doi:10.1159/000047989 · Cited by 73
Pfab, F., Valet, M., Sprenger, T., Huss‐Marp, J., Athanasiadis, G. I., Baurecht, H., Konstantinow, A., Zimmer, C., Behrendt, H., Ring, J., et al. (2009) · Allergy · doi:10.1111/j.1398-9995.2009.02163.x · Cited by 70
Dry environment increases mast cell number and histamine content in dermis in hairless mice
Ashida, Y., & Denda, M. (2003) · British Journal of Dermatology · doi:10.1046/j.1365-2133.2003.05408.x · Cited by 70
Abe, T., Mayuzumi, J., Kikuchi, N., & Arai, S. (1980) · Chemical and Pharmaceutical Bulletin · doi:10.1248/cpb.28.387 · Cited by 70
Epidemiology and Clinical Pattern of Atopic Dermatitis in a North Indian Pediatric Population
Dhar, S., & Kanwar, A. J. (1998) · Pediatric Dermatology · doi:10.1046/j.1525-1470.1998.1998015347.x · Cited by 69
Water content and thickness of the stratum corneum contribute to skin surface morphology
Sato, J., Yanai, M., Hirao, T., & Denda, M. (2000) · Archives of Dermatological Research · doi:10.1007/s004030000143 · Cited by 69
Dry condition affects desquamation of stratum corneum in vivo
Sato, J., Denda, M., Nakanishi, J., & Koyama, J. (1998) · Journal of Dermatological Science · doi:10.1016/s0923-1811(98)00037-1 · Cited by 65
Qiu, H., Long, X., Ye, J. C., Hou, J., Senee, J., Laurent, A., Bazin, R., Flament, F., Adam, A., Coutet, J., et al. (2011) · International Journal of Cosmetic Science · doi:10.1111/j.1468-2494.2011.00639.x · Cited by 64
Halkier-Sørensen, L., Menon, G. K., Elias, P. M., Thestrup‐Pedersen, K., & Feingold, K. R. (1995) · British Journal of Dermatology · doi:10.1111/j.1365-2133.1995.tb08672.x · Cited by 53
Sasaki, T., Furusyo, N., Shiohama, A., Takeuchi, S., Nakahara, T., Uchi, H., Hirota, T., Tamari, M., Shimizu, N., Ebihara, T., et al. (2014) · Journal of Dermatological Science · doi:10.1016/j.jdermsci.2014.06.004 · Cited by 51
Before‐birth climatologic data may play a role in the development of allergies in infants
Kuzume, K., & Kusu, M. (2007) · Pediatric Allergy and Immunology · doi:10.1111/j.1399-3038.2006.00526.x · Cited by 48
Tupker, R. A., Coenraads, P. J., Fidler, V., JONG, M. C. J. M., van der Meer, J. B., & de Monchy, J. G. R. (1995) · British Journal of Dermatology · doi:10.1111/j.1365-2133.1995.tb02662.x · Cited by 44
Chou, T., Lin, K., Shih-Min, W., Lee, C.-W., Su, S., Shih, T., & Chang, H. (2005) · Archives of Dermatological Research · doi:10.1007/s00403-005-0541-4 · Cited by 43
Uter, W. J. C., Hegewald, J., Kränke, B., et al. (2008) · British Journal of Dermatology · doi:10.1111/j.1365-2133.2008.08448.x · Cited by 37
Influence of Climatic Conditions on the Irritant Patch Test with Sodium Lauryl Sulphate
Löffler, H., & Happle, R. (2003) · Acta Dermato Venereologica · doi:10.1080/00015550310012584 · Cited by 34
de Frutos, F. J. O., Torrelo, A., de Lucas, R., González, M. A., Alomar, A., Vera, Á., Ros, S., Mora, A., & Cuervo, J. (2014) · Actas Dermo-Sifiliográficas · doi:10.1016/j.ad.2014.01.004 · Cited by 33
Loss of water from the stratum corneum induces epidermal DNA synthesis in hairless mice
Sato, J., Denda, M., Ashida, Y., & Koyama, J. (1998) · Archives of Dermatological Research · doi:10.1007/s004030050364 · Cited by 31
Changes in the Seasonal Dependence of Atopic Dermatitis in Japan
Uenishi, T., Sugiura, H., & Uehara, M. (2001) · The Journal of Dermatology · doi:10.1111/j.1346-8138.2001.tb00125.x · Cited by 30
Meteorological influence on NaOH irritation varies with body site
John, S. M., & Uter, W. J. C. (2004) · Archives of Dermatological Research · doi:10.1007/s00403-004-0523-y · Cited by 28
Halkier-Sørensen, L., & Thestrup‐Pedersen, K. (1991) · Contact Dermatitis · doi:10.1111/j.1600-0536.1991.tb01749.x · Cited by 28
Movement of Strontium in the Human Body
Carr, T. E. F., Harrison, G. E., Loutit, J. F., & Sutton, A. (1962) · BMJ · doi:10.1136/bmj.2.5307.773 · Cited by 28
Impact of seasonality on conducting clinical studies in dermatology
Weiss, S. C., Rowell, R., & Krochmal, L. (2008) · Clinics in Dermatology · doi:10.1016/j.clindermatol.2008.01.016 · Cited by 26
Seasonal and annual variation in the intensity of facial wrinkles
Tsukahara, K., Osanai, O., Kitahara, T., & Takema, Y. (2013) · Skin Research and Technology · doi:10.1111/srt.12038 · Cited by 22
Sato, J., Katagiri, C., Nomura, J., & Denda, M. (2001) · Archives of Dermatological Research · doi:10.1007/s004030100262 · Cited by 22
Methods to Assess the Protective Efficacy of Emollients against Climatic and Chemical Aggressors
Roure, R., Lanctin, M., Nollent, V., & Bertin, C. (2012) · Dermatology Research and Practice · doi:10.1155/2012/864734 · Cited by 21
Xerotic Skin of the Elderly: A Summer versus Winter Comparison Based on Biophysical Measurements
Andersen, F. A., Andersen, K. H., & Kligman, A. M. (2003) · Exogenous Dermatology · doi:10.1159/000076800 · Cited by 18
Fluhr, J. W., Bornkessel, A., Akengin, A., Fuchs, S. M., Norgauer, J., Kleesz, P., Grieshaber, R., & Elsner, P. U. (2005) · British Journal of Dermatology · doi:10.1111/j.1365-2133.2004.06309.x · Cited by 17
Skin physiological changes in employees in the fish processing industry immediately following work
Halkier-Sørensen, L., & Thestrup‐Pedersen, K. (1991) · Contact Dermatitis · doi:10.1111/j.1600-0536.1991.tb01767.x · Cited by 16
Exfoliative Cytology: Effects of the Seasons
Herrmann, S., Scheuber, E., & Plewig, G. (1983) · Springer eBooks · doi:10.1007/978-3-642-68682-5_21 · Cited by 14
Alterations in health examination items and skin symptoms from exposure to ultra-low humidity
Chou, T., Lin, K., Sheu, H., et al. (2006) · International Archives of Occupational and Environmental Health · doi:10.1007/s00420-006-0133-4 · Cited by 11
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Jiao, Q., Zhi, L., You, B., Wang, G., Wu, N., & Jia, Y. (2024) · Journal of Cosmetic Dermatology · doi:10.1111/jocd.16155 · Cited by 134
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Metadata
- Authors
- Engebretsen, K. A., Johansen, J. D., Kezic, S., Linneberg, A., & Thyssen, J. P.
- Venue
- Journal of the European Academy of Dermatology and Venereology
- Publisher
- Wiley
- Published
- 2015-10-08
- Volume
- 30
- Issue
- 2
- Pages
- 223-249
- ISSN
- 0926-9959 (ISSN-L)
- 1468-3083
- OpenAlex
- W1932718082
- Cited by
- 349
- References
- 88
- FWCI
- 12.62
- Type
- journal article
- Language
- en
- Open access
- green
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