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Report

North-South gradients of melanomas and non-melanomas

A role of vitamin D?

, , , &
Pages 186-191 | Received 30 Nov 2012, Accepted 26 Jan 2013, Published online: 01 Jan 2013

Abstract

Incidence rates of skin cancer increase with decreasing latitude in Norway, as in many other countries with white populations. The latitudinal trends of the incidence rates of skin cancer were studied and compared with data for vitamin D-induced by UV and for vitamin D intake. The north-south gradient for CMM incidence rates on sun exposed skin is much smaller than those for BCC and SCC, and that for BCC is smaller than that for SCC. This indicates that SCC and BCC are mainly due to solar UVB, while UVA may play a significant role for CMM and a smaller role for BCC, since the north-south gradient of annual UVB fluences is larger than that of UVA fluences. However, there is an inverse latitudinal gradient of skin cancer in central Europe. This is probably due to a gradient of skin color, since white skin is an important determinant of increased risk of skin cancer. The role of vitamin D for skin cancer risk is difficult to evaluate, since serum levels of 25-hydroxyvitamin D, as well as vitamin D intakes, are widely different from country to country. Still, epidemiological evidence indicates a role: for melanomas arising on non-sun exposed body localizations (uveal melanomas, melanomas arising in the vulva and perianal/anorectal regions) there appears to be no latitudinal gradient, or, a negative gradient, i.e., increasing rates with decreasing latitude as would be expected if UV-generated vitamin D plays a protective role. Both skin cancer risk and vitamin D photosynthesis decrease with increasing skin darkness.

Introduction

UV radiation (UV) from the sun is an important environmental risk factor for all three major forms of skin cancer.Citation1-Citation3 For squamous cell carcinoma (SCC) and basal cell carcinoma (BCC) there is a clear relationship with the UV exposure, and UVB seems to be most important.Citation2 The accumulated exposure is a major determinant for SCC, while for BCC the sun exposure pattern may also play an additional role.Citation2 The relationship between UV exposure and cutaneous malignant melanoma (CMM) has been debated for decades.Citation2-Citation7 The exposure pattern (continuous, occupational exposure vs. episodes of intense exposure, often classified as “intermittent exposure”), appears to be of importance for CMM. Furthermore, sunburning in childhood is particularly dangerous. Some investigations even show that lifetime (accumulated) sun exposure is associated with a lower risk of CMM.Citation8 In 1990 Garland et al.Citation9 concluded that in the US persons with indoor occupations had a higher CMM risk than persons with both indoor and outdoor occupations. CMM is mainly caused by UV radiation, however, genetic factors also play an important, independent role in CMM generation.Citation10 A complicating factor is the anticarcinogenic properties of vitamin D which is also generated by exposure to UVB radiation.Citation11 Vitamin D acts in a systemic manner. Therefore, its antimelanomagenic action can be elucidated by studying melanoma occurrence on non-UV-exposed body localizations.Citation12

Scandinavia is located at high latitudes (> 54°N) where the annual UVB (280–315 nm) exposures are moderate and only of the order of 25% of the Equatorial UVB exposures.Citation6 In spite of this, CMM is a significant health problem in Scandinavia. In 2008, the estimated age adjusted incidence rate of CMM for women in Norway was 16,5 as compared with 8,9 in France, 5,6 in Spain, 8,7 in Italy and 12,6 in Germany.Citation13

BCC and SCC, like most other cancers, are diseases of old people, with incidence rates increasing sharply with age. In contrast, CMM has for decades been most frequent among middle aged people.Citation2 The localization patterns on the body are also different for the three skin cancer forms. These patterns are changing with time, indicating a role of changing habits of sun exposure.Citation2

The fact that until recently the incidence rates of CMM increased over many decades was a serious concern for health authorities. Therefore, large campaigns against sun and sunbed exposure and for sunscreen use were launched. An emerging complicating factor associated with such campaigns is that large health benefits of adequate vitamin D levels have been revealed during the last decades. Not only solar UV radiation, but also UV radiation from sunbeds, produces vitamin D,Citation14,Citation15 while sunscreens, applied as recommended, eliminate the production.Citation16

We will summarize basic facts of the epidemiology of skin cancer in Norway and some other countries with white populations, but located at lower latitudes, and concentrate on epidemiological evaluations of north–south gradients of skin cancer, vitamin D photosynthesis and vitamin D consumption.

Results and Discussion

Latitudinal gradients of skin cancer incidence rates

The relationship between annual exposures of solar radiation (weighted by use of the CIE erythema action spectrum)Citation17 and incidence rates of BCC, SCC and CMM for Scandinavia, England, New Zealand and Australia was analyzed using logarithmic functions (). The populations of these countries are similar with respect to skin types, mostly skin types I, II and III are found. The populations of central Europe have larger contributions (increasing with decreasing latitude, see below) of persons with darker skin types (III and IV), the fraction of the populations with darker skin types increasing with decreasing latitude as indicated below. The rates of all three skin cancer forms, in both men and women, can be represented logarithmically quite well (p < 0.0001, ). However, the slopes of the curves are different (). Thus, those for BCC and SCC are between 2 and 4 times larger than those for CMM, in agreement with what we have found for an earlier time period (around 1976 – 1985).Citation2 It should also be noted that the gradients of SCC are 1.4 times larger than those of BCC.

Figure 1. Incidence rates R (for the time period 1997–2007) plotted as functions of ln D, where D is the annual solar UV exposure dose weighted by the CIE erythemal action spectrum: (A) for CMM, (B) for BCC, (C) for SCC. The white populations of the following countries are included: Australia (A), New Zealand (NZ), England (UK), Ireland (Ir), Scotland (Sc), Denmark (D), Sweden (Ss-South, Sn-North, Sm-Middle), Norway (Ns-South, Nn-North, Nm-Middle), Finland (F), Iceland (I), Alaska (Al), Canada (C). The slopes of the curves (the biological amplification factors) are given by S on the figure.

Figure 1. Incidence rates R (for the time period 1997–2007) plotted as functions of ln D, where D is the annual solar UV exposure dose weighted by the CIE erythemal action spectrum: (A) for CMM, (B) for BCC, (C) for SCC. The white populations of the following countries are included: Australia (A), New Zealand (NZ), England (UK), Ireland (Ir), Scotland (Sc), Denmark (D), Sweden (Ss-South, Sn-North, Sm-Middle), Norway (Ns-South, Nn-North, Nm-Middle), Finland (F), Iceland (I), Alaska (Al), Canada (C). The slopes of the curves (the biological amplification factors) are given by S on the figure.

Four main factors may explain the difference in slopes between BCC and SCC on one hand and CMM on the other ():

(1) Due to absorption of UVB (but not of UVA) in the ozone layer and to Rayleigh scattering in the atmosphere (its cross section is essentially inversely proportional to the wavelength in fourth power), the latitudinal gradient of UVB is much larger than that of UVA. This is even more evident for a vertical cylinder geometry than for horizontal plane geometry (data not shown). The Rayleigh scattering cross section at 290 nm is a factor of 2.4 larger than that at 360 nm. The annual UVB fluence in south Australia (35 degrees S) is a factor of about 3 larger than that in south Norway (60 degrees N), while the corresponding factor for UVA is about 2. Thus, the relatively small latitudinal gradient for CMM incidence and the larger gradients for SCC and BCC indicate that UVA may be a carcinogen for CMM, but not to the same extent for the non-melanomas. This agrees with our conclusions in an analysis of the data for an earlier time period.Citation18 The slopes of these curves have remained almost unchanged from the early time period (1978–1982; about 1.1 for CMM, about 2.3 for BCC and about 2.5 for SCC)Citation2 to the present period (1997–2007: 0.8–1.2 for CMM, 2.3–2.5 for BCC and 3.2–3.3 for SCC). This indicates that the sun exposure habits have changed similarly in Scandinavia and Australia in the time span from 1978 to 2007. The smaller slope for BCC than for SCC may indicate that UVA also plays a small role for BCC, or, alternatively, that intermittent exposures play a larger role for BCC than for SCC.

(2) The relatively large RTDs (RTD is the relative density of tumors arising per unit skin area) of CMM on the trunk (and, as earlier found, for RTDs on legs, arms, female breasts)Citation18,Citation19 indicate that intermittent exposures may play a larger role for CMM than for the non-melanomas, notably for SCC. Because of lower and more variable temperatures at high latitudes, intermittent exposure may constitute a larger fraction of the total exposure in the south than in the north. For instance, one always exposes head and neck when out-door, but the trunk only when sunbathing at moderate and high temperatures.

(3) The relationship between increase in CMM risk and increase in sun exposure, may be more complicated on the individual level (as first noted by Holman et al.Citation20) than on the population level. Thus, for individuals with skin type III or higher, the CMM risk will increase with exposure up to a maximum, and then decrease upon further exposure. This can be explained by adaptive processes in the skin: pigment induction and skin thickening. Such a reasoning fits with the well known epidemiological observation that persons with out-door work (farmers, fishermen etc) have lower risks of getting CMM than persons with indoor occupations.Citation21,Citation22 In agreement with these reasonings are the facts that higher lifetime sun exposures are predominantly associated with a higher SCC risk, to a lesser extent with a higher BCC risk, and in contrast, with a lower CMM risk.Citation8

(4) Melanomas sometimes arise on body areas never exposed to the sun.Citation12 Therefore, melanomas may have other reasons than sun exposure. If the fraction of skin tumors not related to sun exposure is larger for CMMs than for non-melanomas, one would expect to find a smaller latitudinal gradient for CMMs.

Sex differences

For SCC and BCC the gradients are similar for men and women (). For CMM, on the other hand, the gradient is significantly larger for men than for women (). A similar trend was found in an earlier investigation.Citation18 The reason for this sex difference is likely to be that women in the north tend to expose themselves intermittently to high doses in summer vacations. Such an exposure pattern is probably less common among men.

Effects of skin color and vitamin D

Persons with dark, African skin (types V-VI) have a 20-fold lower risk of getting skin cancers than white people living at the same latitude.Citation23 Asians have an intermediate risk.Citation23 In Europe most populations are classified as “white.” However, the average skin color seems to become darker the lower latitude of living is.Citation24,Citation25 This is reflected in the CMM incidence rates for Germany (). A recent investigation shows that the CMM mortality decreases with decreasing latitude in Europe as a whole.Citation26

Figure 2. Incidence rates R (for the time period 1997–2007) for CMM at different latitudes in Norway and Germany plotted as functions of ln D, where D is the annual solar UV exposure dose weighted by the CIE erythemal action spectrum.

Figure 2. Incidence rates R (for the time period 1997–2007) for CMM at different latitudes in Norway and Germany plotted as functions of ln D, where D is the annual solar UV exposure dose weighted by the CIE erythemal action spectrum.

Thus, in Europe as a whole there is an “inverse” latitudinal gradient of CMM compared with in Scandinavia and Australia. This may be related mainly to gradients of skin color or other CMM-related genetic factors.Citation27 Despite the fact that vitamin D-generating UV exposure tends to increase strongly with decreasing latitude (), there are no latitudinal trends, neither for the winter, nor for the summer vitamin D status (). Nevertheless, the vitamin D intake tends to increase with increasing latitude (). We earlier concluded that such an increase in vitamin D intake with increasing latitude in Norway probably balanced the decrease in sun-production of vitamin D.Citation28 Vitamin D plays a protective role against CMM induction.Citation29 In addition to protection against melanoma initiation, vitamin D is a presumable agent for lower melanoma mortality in sunnier European countries.Citation26

Figure 3. (A) Values for vitamin D intake in different countries, assigned as in . The following countries are included: Japan (J), Australia (A), New Zealand (NZ), Canada (C), England (UK), Scotland (Sc), Denmark (D), Netherlands (NL), Finland (F) and Norway (N). The full curve shows the calculated annual vitamin D-generating doses of solar radiation. (B) Measured summer and winter values of 25-hydroxyvitamin D (25(OH)D) in serum at different latitudes.

Figure 3. (A) Values for vitamin D intake in different countries, assigned as in Figure 1. The following countries are included: Japan (J), Australia (A), New Zealand (NZ), Canada (C), England (UK), Scotland (Sc), Denmark (D), Netherlands (NL), Finland (F) and Norway (N). The full curve shows the calculated annual vitamin D-generating doses of solar radiation. (B) Measured summer and winter values of 25-hydroxyvitamin D (25(OH)D) in serum at different latitudes.

Materials and Methods

Incidence rates of skin cancer

Online database of The International Agency for Research of Cancer (IARC),Citation13,Citation30 The Cancer Registry of Norway (the two largest cities, Oslo and Bergen, are excluded from the study, to reduce the errors that may arise from different sun-exposure habits of urban and rural populations), Association of Population-based Cancer Registries in Germany,Citation31 The Scottish Cancer Registry,Citation32 The Finnish Cancer Registry,Citation33 The Australian Institute of Health and Welfare,Citation34 The New Zealand Cancer Registry,Citation35 and published articlesCitation36-Citation50 have been used as sources for presented epidemiological data for incidence rates of skin cancer in different countries (according to the world standard population (ASIR, W).

Vitamin D data

Serum levels of 25-hydroxyvitamin D and vitamin D intake in different countries were retrieved from published articles.Citation51-Citation82

Radiative transfer calculations

Erythema weighted solar UV spectrum was assumed to be carcinogenically effective, and erythema doses were chosen to be the agent showing the UV effectiveness for skin cancer initiation. The global solar UV (direct and diffuse radiation on a horizontal surface) was calculated with a radiative transfer model.Citation83,Citation84 The daily ozone values measured by the TOMS instrument on the Nimbus 7 satellite were used as inputs to the model. The daily cloud cover for each site used in the calculations was derived from measured reflectivities from an ozone-insensitive channel in the same satellite instruments. The calculated annual UV fluences given in this chapter are based on available satellite measurements in the period 1979–1992.

Annual fluences are given, although summer values (May–August) are probably dominant with respect to real fluences obtained by the population. However, as earlier shown by comparisons with SCC incidence rates, the annual fluences are good approximations for the skin cancer generating fluences received by the population.Citation85

Abbreviations:
UV=

ultraviolet

CMM=

cutaneous malignant melanoma

SCC=

squamous cell carcinoma

BCC=

basal cell carcinoma

Acknowledgments

The present work was supported by South-Eastern Norway Regional Health Authority and by Oslo University Hospital. The study has used data from the Cancer Registry of Norway. The interpretation and reporting of these data are the sole responsibility of the authors, and no endorsement by the Cancer Registry of Norway is intended nor should be inferred.

Disclosure of Potential Conflicts of Interest

No potential conflicts of interest were disclosed.

References

  • Armstrong BK, Kricker A, English DR. Sun exposure and skin cancer. Australas J Dermatol 1997; 38:Suppl 1 S1 - 6; PMID: 10994463
  • Moan J, Dahlback A. Ultraviolet radiation and skin cancer: epidemiological data from Scandinavia. In: Young AR, Bjørn LO, Moan J, Nultsch W. New York/London: Plenum Press, 1993:255-93.
  • Whiteman DC, Green AC. Melanoma and sun exposure: where are we now?. Int J Dermatol 1999; 38:481 - 9; http://dx.doi.org/10.1046/j.1365-4362.1999.00712.x; PMID: 10440276
  • Elwood JM. Melanoma and sun exposure: contrasts between intermittent and chronic exposure. World J Surg 1992; 16:157 - 65; http://dx.doi.org/10.1007/BF02071515; PMID: 1561794
  • Magnus K. Habits of sun exposure and risk of malignant melanoma: an analysis of incidence rates in Norway 1955-1977 by cohort, sex, age, and primary tumor site. Cancer 1981; 48:2329 - 35; http://dx.doi.org/10.1002/1097-0142(19811115)48:10<2329::AID-CNCR2820481032>3.0.CO;2-O; PMID: 7296483
  • Moan J, Dahlback A. Predictions of health consequences of changing UV-fluence. In: Dubertret L., Santus R., Morliere P. Ozone, sun, cancer. Paris: Les Editions Inserm: 1995:87-100.
  • Miller AJ, Mihm MC Jr.. Melanoma. N Engl J Med 2006; 355:51 - 65; http://dx.doi.org/10.1056/NEJMra052166; PMID: 16822996
  • Kennedy C, Bajdik CD, Willemze R, De Gruijl FR, Bouwes Bavinck JN, Leiden Skin Cancer Study. The influence of painful sunburns and lifetime sun exposure on the risk of actinic keratoses, seborrheic warts, melanocytic nevi, atypical nevi, and skin cancer. J Invest Dermatol 2003; 120:1087 - 93; http://dx.doi.org/10.1046/j.1523-1747.2003.12246.x; PMID: 12787139
  • Garland FC, White MR, Garland CF, Shaw E, Gorham ED. Occupational sunlight exposure and melanoma in the U.S. Navy. Arch Environ Health 1990; 45:261 - 7; http://dx.doi.org/10.1080/00039896.1990.10118743; PMID: 2256710
  • Law MH, Macgregor S, Hayward NK. Melanoma genetics: recent findings take us beyond well-traveled pathways. J Invest Dermatol 2012; 132:1763 - 74; http://dx.doi.org/10.1038/jid.2012.75; PMID: 22475760
  • Holick MF. Vitamin D: extraskeletal health. Endocrinol Metab Clin North Am 2010; 39:381 - 400; http://dx.doi.org/10.1016/j.ecl.2010.02.016; PMID: 20511059
  • Moan J, Porojnicu AC, Dahlback A, Grant WB, Juzeniene A. Where the sun does not shine: is sunshine protective against melanoma of the vulva?. J Photochem Photobiol B 2010; 101:179 - 83; http://dx.doi.org/10.1016/j.jphotobiol.2010.03.003; PMID: 20359907
  • Ferlay J, Shin HR, Bray F, Forman D, Mathers C, Parkin DM. GLOBOCAN 2008 v1.2, Cancer Incidence and Mortality Worldwide: IARC CancerBase No. 10. Available: http://globocan.iarc.fr/ [accessed 15 November 2012].
  • Tangpricha V, Turner A, Spina C, Decastro S, Chen TC, Holick MF. Tanning is associated with optimal vitamin D status (serum 25-hydroxyvitamin D concentration) and higher bone mineral density. Am J Clin Nutr 2004; 80:1645 - 9; PMID: 15585781
  • Thieden E, Jørgensen HL, Jørgensen NR, Philipsen PA, Wulf HC. Sunbed radiation provokes cutaneous vitamin D synthesis in humans--a randomized controlled trial. Photochem Photobiol 2008; 84:1487 - 92; http://dx.doi.org/10.1111/j.1751-1097.2008.00372.x; PMID: 18513233
  • Matsuoka LY, Ide L, Wortsman J, MacLaughlin JA, Holick MF. Sunscreens suppress cutaneous vitamin D3 synthesis. J Clin Endocrinol Metab 1987; 64:1165 - 8; http://dx.doi.org/10.1210/jcem-64-6-1165; PMID: 3033008
  • McKinlay AF, Diffey BL. A reference action spectrum for ultraviolet induced erythema in human skin. CIE J 1987; 6:17 - 22
  • Moan J, Dahlback A, Setlow RB. Epidemiological support for an hypothesis for melanoma induction indicating a role for UVA radiation. Photochem Photobiol 1999; 70:243 - 7; http://dx.doi.org/10.1111/j.1751-1097.1999.tb07995.x; PMID: 10461463
  • Moan J, Porojnicu AC, Dahlback A. Ultraviolet radiation and malignant melanoma. Adv Exp Med Biol 2008; 624:104 - 16; http://dx.doi.org/10.1007/978-0-387-77574-6_9; PMID: 18348451
  • Holman CD, Armstrong BK, Heenan PJ. Relationship of cutaneous malignant melanoma to individual sunlight-exposure habits. J Natl Cancer Inst 1986; 76:403 - 14; PMID: 3456458
  • Cooke KR, Skegg DC, Fraser J. Socio-economic status, indoor and outdoor work, and malignant melanoma. Int J Cancer 1984; 34:57 - 62; http://dx.doi.org/10.1002/ijc.2910340110; PMID: 6746119
  • Pukkala E, Martinsen JI, Lynge E, Gunnarsdottir HK, Sparén P, Tryggvadottir L, et al. Occupation and cancer - follow-up of 15 million people in five Nordic countries. Acta Oncol 2009; 48:646 - 790; http://dx.doi.org/10.1080/02841860902913546; PMID: 19925375
  • Wu XC, Eide MJ, King J, Saraiya M, Huang Y, Wiggins C, et al. Racial and ethnic variations in incidence and survival of cutaneous melanoma in the United States, 1999-2006. J Am Acad Dermatol 2011; 65:Suppl 1 S26 - 37; http://dx.doi.org/10.1016/j.jaad.2011.05.034; PMID: 22018064
  • Jablonski NG, Chaplin G. Colloquium paper: human skin pigmentation as an adaptation to UV radiation. Proc Natl Acad Sci U S A 2010; 107:Suppl 2 8962 - 8; http://dx.doi.org/10.1073/pnas.0914628107; PMID: 20445093
  • Jablonski NG, Chaplin G. The evolution of human skin coloration. J Hum Evol 2000; 39:57 - 106; http://dx.doi.org/10.1006/jhev.2000.0403; PMID: 10896812
  • Shipman AR, Clark AB, Levell NJ. Sunnier European countries have lower melanoma mortality. Clin Exp Dermatol 2011; 36:544 - 7; http://dx.doi.org/10.1111/j.1365-2230.2011.04024.x; PMID: 21418285
  • Crombie IK. Variation of melanoma incidence with latitude in North America and Europe. Br J Cancer 1979; 40:774 - 81; http://dx.doi.org/10.1038/bjc.1979.260; PMID: 508580
  • Moan J, Bruland OS, Dahlback A, Juzeniene A, Porojnicu AC. Vitamin D Status, Solar Radiation and Cancer Prognosis. In: Holick MF. Vitamin D: Physiology, Molecular Biology, and Clinical Applications. New York: Humana Press, Springer, 2010:765-75.
  • Field S, Newton-Bishop JA. Melanoma and vitamin D. Mol Oncol 2011; 5:197 - 214; http://dx.doi.org/10.1016/j.molonc.2011.01.007; PMID: 21371954
  • Engholm G, Ferlay J, Christensen N, Johannesen TB, Klint Å, Køtlum JE, et al. NORDCAN: Cancer Incidence, Mortality, Prevalence and Survival in the Nordic Countries, Version 5.1 (March 2012). Association of the Nordic Cancer Registries. Danish Cancer Society. Available: http://www.ancr.nu/ [accessed 9 May 2012].
  • Association of Population-based Cancer Registries in Germany. Available: http://www.gekid.de/ [accessed 1 April 2012].
  • The Scottish Cancer Registry. Available: http://www.isdscotlandarchive.scot.nhs.uk/ [accessed 3 March 2012].
  • Finnish Cancer Registry. Available: http://www.cancerregistry.fi/ [accessed 20 May 2011].
  • Australian Institute of Health and Welfare (AIHW) 2007. ACIM (Australian Cancer Incidence and Mortality) Books. AIHW: Canberra. Available: http://www.aihw.gov.au/ [accessed 1 April 2012].
  • New Zealand Ministry of Health. 2011. Cancer: New registrations and deaths 2007-1997. Wellington: Ministry of Health. Available: http://www.health.govt.nz/nz-health-statistics/publications-data-sets-and-stats/cancer-data-and-stats/ [accessed 4 April 2012].
  • Steding-Jessen M, Birch-Johansen F, Jensen A, Schüz J, Kjær SK, Dalton SO. Socioeconomic status and non-melanoma skin cancer: a nationwide cohort study of incidence and survival in Denmark. Cancer Epidemiol 2010; 34:689 - 95; http://dx.doi.org/10.1016/j.canep.2010.06.011; PMID: 20638927
  • Richmond-Sinclair NM, Pandeya N, Ware RS, Neale RE, Williams GM, van der Pols JC, et al. Incidence of basal cell carcinoma multiplicity and detailed anatomic distribution: longitudinal study of an Australian population. J Invest Dermatol 2009; 129:323 - 8; http://dx.doi.org/10.1038/jid.2008.234; PMID: 18668137
  • Richardson A, Fletcher L, Sneyd M, Cox B, Reeder AI. The incidence and thickness of cutaneous malignant melanoma in New Zealand 1994-2004. N Z Med J 2008; 121:18 - 26; PMID: 18709044
  • Dal H, Boldemann C, Lindelöf B. Trends during a half century in relative squamous cell carcinoma distribution by body site in the Swedish population: support for accumulated sun exposure as the main risk factor. J Dermatol 2008; 35:55 - 62; http://dx.doi.org/10.1111/j.1346-8138.2008.00416.x; PMID: 18271799
  • Brougham ND, Dennett ER, Tan ST. Changing incidence of non-melanoma skin cancer in New Zealand. ANZ J Surg 2011; 81:633 - 6; http://dx.doi.org/10.1111/j.1445-2197.2010.05583.x; PMID: 22295395
  • Birch-Johansen F, Jensen A, Mortensen L, Olesen AB, Kjær SK. Trends in the incidence of nonmelanoma skin cancer in Denmark 1978-2007: Rapid incidence increase among young Danish women. Int J Cancer 2010; 127:2190 - 8; http://dx.doi.org/10.1002/ijc.25411; PMID: 20473901
  • Stang A, Stegmaier C, Jöckel KH. Nonmelanoma skin cancer in the Federal State of Saarland, Germany, 1995-1999. Br J Cancer 2003; 89:1205 - 8; http://dx.doi.org/10.1038/sj.bjc.6601294; PMID: 14520447
  • Lomas A, Leonardi-Bee J, Bath-Hextall F. A systematic review of worldwide incidence of nonmelanoma skin cancer. Br J Dermatol 2012; 166:1069 - 80; http://dx.doi.org/10.1111/j.1365-2133.2012.10830.x; PMID: 22251204
  • Buettner PG, Raasch BA. Incidence rates of skin cancer in Townsville, Australia. Int J Cancer 1998; 78:587 - 93; http://dx.doi.org/10.1002/(SICI)1097-0215(19981123)78:5<587::AID-IJC10>3.0.CO;2-E; PMID: 9808527
  • Hayes RC, Leonfellner S, Pilgrim W, Liu J, Keeling DN. Incidence of nonmelanoma skin cancer in New Brunswick, Canada, 1992 to 2001. J Cutan Med Surg 2007; 11:45 - 52; PMID: 17374314
  • Carsin AE, Sharp L, Comber H. Geographical, urban/rural and socioeconomic variations in nonmelanoma skin cancer incidence: a population-based study in Ireland. Br J Dermatol 2011; 164:822 - 9; http://dx.doi.org/10.1111/j.1365-2133.2011.10238.x; PMID: 21291423
  • Gunnell AS, Ylitalo N, Sandin S, Sparén P, Adami HO, Ripatti S. A longitudinal Swedish study on screening for squamous cell carcinoma and adenocarcinoma: evidence of effectiveness and overtreatment. Cancer Epidemiol Biomarkers Prev 2007; 16:2641 - 8; http://dx.doi.org/10.1158/1055-9965.EPI-07-0278; PMID: 18086769
  • Brewster DH, Bhatti LA, Inglis JH, Nairn ER, Doherty VR. Recent trends in incidence of nonmelanoma skin cancers in the East of Scotland, 1992-2003. Br J Dermatol 2007; 156:1295 - 300; http://dx.doi.org/10.1111/j.1365-2133.2007.07892.x; PMID: 17535229
  • Demers AA, Nugent Z, Mihalcioiu C, Wiseman MC, Kliewer EV. Trends of nonmelanoma skin cancer from 1960 through 2000 in a Canadian population. J Am Acad Dermatol 2005; 53:320 - 8; http://dx.doi.org/10.1016/j.jaad.2005.03.043; PMID: 16021129
  • Staples MP, Elwood M, Burton RC, Williams JL, Marks R, Giles GG. Non-melanoma skin cancer in Australia: the 2002 national survey and trends since 1985. Med J Aust 2006; 184:6 - 10; PMID: 16398622
  • Poliquin S, Joseph L, Gray-Donald K. Calcium and vitamin D intakes in an adult Canadian population. Can J Diet Pract Res 2009; 70:21 - 7; http://dx.doi.org/10.3148/70.1.2009.21; PMID: 19261203
  • Gozdzik A, Barta JL, Wu H, Wagner D, Cole DE, Vieth R, et al. Low wintertime vitamin D levels in a sample of healthy young adults of diverse ancestry living in the Toronto area: associations with vitamin D intake and skin pigmentation. BMC Public Health 2008; 8:336; http://dx.doi.org/10.1186/1471-2458-8-336; PMID: 18817578
  • Gozdzik A, Barta JL, Weir A, Cole DE, Vieth R, Whiting SJ, et al. Serum 25-hydroxyvitamin D concentrations fluctuate seasonally in young adults of diverse ancestry living in Toronto. J Nutr 2010; 140:2213 - 20; http://dx.doi.org/10.3945/jn.110.126284; PMID: 20980651
  • Looker AC, Pfeiffer CM, Lacher DA, Schleicher RL, Picciano MF, Yetley EA. Serum 25-hydroxyvitamin D status of the US population: 1988-1994 compared with 2000-2004. Am J Clin Nutr 2008; 88:1519 - 27; http://dx.doi.org/10.3945/ajcn.2008.26182; PMID: 19064511
  • Scragg R, Camargo CA Jr.. Frequency of leisure-time physical activity and serum 25-hydroxyvitamin D levels in the US population: results from the Third National Health and Nutrition Examination Survey. Am J Epidemiol 2008; 168:577 - 86, discussion 587-91; http://dx.doi.org/10.1093/aje/kwn163; PMID: 18579538
  • Zgaga L, Theodoratou E, Farrington SM, Agakov F, Tenesa A, Walker M, et al. Diet, environmental factors, and lifestyle underlie the high prevalence of vitamin D deficiency in healthy adults in Scotland, and supplementation reduces the proportion that are severely deficient. J Nutr 2011; 141:1535 - 42; http://dx.doi.org/10.3945/jn.111.140012; PMID: 21697298
  • Vik T, Try K, Strømme JH. The vitamin D status of man at 70 degrees north. Scand J Clin Lab Invest 1980; 40:227 - 32; http://dx.doi.org/10.3109/00365518009095571; PMID: 7444339
  • van der Mei IA, Ponsonby AL, Dwyer T, Blizzard L, Taylor BV, Kilpatrick T, et al. Vitamin D levels in people with multiple sclerosis and community controls in Tasmania, Australia. J Neurol 2007; 254:581 - 90; http://dx.doi.org/10.1007/s00415-006-0315-8; PMID: 17426912
  • van der Mei IA, Ponsonby AL, Engelsen O, Pasco JA, McGrath JJ, Eyles DW, et al. The high prevalence of vitamin D insufficiency across Australian populations is only partly explained by season and latitude. Environ Health Perspect 2007; 115:1132 - 9; http://dx.doi.org/10.1289/ehp.9937; PMID: 17687438
  • Tjellesen L, Christiansen C. Vitamin D metabolites in normal subjects during one year. A longitudinal study. Scand J Clin Lab Invest 1983; 43:85 - 9; http://dx.doi.org/10.3109/00365518309168226; PMID: 6604936
  • Thuesen B, Husemoen L, Fenger M, Jakobsen J, Schwarz P, Toft U, et al. Determinants of vitamin D status in a general population of Danish adults. Bone 2012; 50:605 - 10; http://dx.doi.org/10.1016/j.bone.2011.12.016; PMID: 22227435
  • Thieden E, Philipsen PA, Heydenreich J, Wulf HC. Vitamin D level in summer and winter related to measured UVR exposure and behavior. Photochem Photobiol 2009; 85:1480 - 4; http://dx.doi.org/10.1111/j.1751-1097.2009.00612.x; PMID: 19709382
  • Scharla SH. Prevalence of subclinical vitamin D deficiency in different European countries. Osteoporos Int 1998; 8:Suppl 2 S7 - 12; http://dx.doi.org/10.1007/PL00022726; PMID: 10197176
  • Reusch J, Ackermann H, Badenhoop K. Cyclic changes of vitamin D and PTH are primarily regulated by solar radiation: 5-year analysis of a German (50 degrees N) population. Horm Metab Res 2009; 41:402 - 7; http://dx.doi.org/10.1055/s-0028-1128131; PMID: 19241329
  • Overgaard K, Nilas L, Johansen JS, Christiansen C. Lack of seasonal variation in bone mass and biochemical estimates of bone turnover. Bone 1988; 9:285 - 8; http://dx.doi.org/10.1016/8756-3282(88)90011-7; PMID: 3203016
  • Nowson CA, Margerison C. Vitamin D intake and vitamin D status of Australians. Med J Aust 2002; 177:149 - 52; PMID: 12149085
  • Nanri A, Foo LH, Nakamura K, Hori A, Poudel-Tandukar K, Matsushita Y, et al. Serum 25-hydroxyvitamin d concentrations and season-specific correlates in Japanese adults. J Epidemiol 2011; 21:346 - 53; http://dx.doi.org/10.2188/jea.JE20100161; PMID: 21747209
  • Nakamura K, Nashimoto M, Yamamoto M. Summer/winter differences in the serum 25-hydroxyvitamin D3 and parathyroid hormone levels of Japanese women. Int J Biometeorol 2000; 44:186 - 9; http://dx.doi.org/10.1007/s004840000067; PMID: 11131290
  • Mowé M, Bøhmer T, Haug E. Vitamin D deficiency among hospitalized and home-bound elderly. Tidsskr Nor Laegeforen 1998; 118:3929 - 31; PMID: 9830337
  • Mavroeidi A, O’Neill F, Lee PA, Darling AL, Fraser WD, Berry JL, et al. Seasonal 25-hydroxyvitamin D changes in British postmenopausal women at 57 degrees N and 51 degrees N: a longitudinal study. J Steroid Biochem Mol Biol 2010; 121:459 - 61; http://dx.doi.org/10.1016/j.jsbmb.2010.03.038; PMID: 20302933
  • Macdonald HM, Mavroeidi A, Fraser WD, Darling AL, Black AJ, Aucott L, et al. Sunlight and dietary contributions to the seasonal vitamin D status of cohorts of healthy postmenopausal women living at northerly latitudes: a major cause for concern?. Osteoporos Int 2011; 22:2461 - 72; http://dx.doi.org/10.1007/s00198-010-1467-z; PMID: 21085934
  • Lamberg-Allardt CJ, Outila TA, Kärkkainen MU, Rita HJ, Valsta LM. Vitamin D deficiency and bone health in healthy adults in Finland: could this be a concern in other parts of Europe?. J Bone Miner Res 2001; 16:2066 - 73; http://dx.doi.org/10.1359/jbmr.2001.16.11.2066; PMID: 11697803
  • Lamberg-Allardt C. Vitamin D intake, sunlight exposure and 25-hydroxyvitamin D levels in the elderly during one year. Ann Nutr Metab 1984; 28:144 - 50; http://dx.doi.org/10.1159/000176796; PMID: 6610382
  • Kull M Jr., Kallikorm R, Tamm A, Lember M. Seasonal variance of 25-(OH) vitamin D in the general population of Estonia, a Northern European country. BMC Public Health 2009; 9:22; http://dx.doi.org/10.1186/1471-2458-9-22; PMID: 19152676
  • Hanwell HE, Vieth R, Cole DE, Scillitani A, Modoni S, Frusciante V, et al. Sun exposure questionnaire predicts circulating 25-hydroxyvitamin D concentrations in Caucasian hospital workers in southern Italy. J Steroid Biochem Mol Biol 2010; 121:334 - 7; http://dx.doi.org/10.1016/j.jsbmb.2010.03.023; PMID: 20298782
  • Christensen MH, Lien EA, Hustad S, Almås B. Seasonal and age-related differences in serum 25-hydroxyvitamin D, 1,25-dihydroxyvitamin D and parathyroid hormone in patients from Western Norway. Scand J Clin Lab Invest 2010; 70:281 - 6; http://dx.doi.org/10.3109/00365511003797172; PMID: 20429698
  • Burgaz A, Akesson A, Michaëlsson K, Wolk A. 25-hydroxyvitamin D accumulation during summer in elderly women at latitude 60 degrees N. J Intern Med 2009; 266:476 - 83; http://dx.doi.org/10.1111/j.1365-2796.2009.02125.x; PMID: 19570054
  • Brustad M, Alsaker E, Engelsen O, Aksnes L, Lund E. Vitamin D status of middle-aged women at 65-71 degrees N in relation to dietary intake and exposure to ultraviolet radiation. Public Health Nutr 2004; 7:327 - 35; http://dx.doi.org/10.1079/PHN2003536; PMID: 15003141
  • Brot C, Vestergaard P, Kolthoff N, Gram J, Hermann AP, Sørensen OH. Vitamin D status and its adequacy in healthy Danish perimenopausal women: relationships to dietary intake, sun exposure and serum parathyroid hormone. Br J Nutr 2001; 86:Suppl 1 S97 - 103; http://dx.doi.org/10.1079/BJN2001345; PMID: 11520426
  • Birgisdottir BE, Brantsaeter AL, Kvalem HE, Knutsen HK, Haugen M, Alexander J, et al. Fish liver and seagull eggs, vitamin D-rich foods with a shadow: results from the Norwegian Fish and Game Study. Mol Nutr Food Res 2012; 56:388 - 98; http://dx.doi.org/10.1002/mnfr.201100395; PMID: 22319024
  • Lips P. Vitamin D status and nutrition in Europe and Asia. J Steroid Biochem Mol Biol 2007; 103:620 - 5; http://dx.doi.org/10.1016/j.jsbmb.2006.12.076; PMID: 17287117
  • Moan J, Lagunova Z, Cicarma E, Aksnes L, Dahlback A, Grant WB, et al. Sunbeds as vitamin D sources. Photochem Photobiol 2009; 85:1474 - 9; http://dx.doi.org/10.1111/j.1751-1097.2009.00607.x; PMID: 19788534
  • Dahlback A, Stamnes K. A new spherical model for computing the radiation field available for photolysis and heating at twilight. Planet Space Sci 1991; 39:671 - 83; http://dx.doi.org/10.1016/0032-0633(91)90061-E
  • Stamnes K, Tsay SC, Wiscombe W, Jayaweera K. Numerically stable algorithm for discrete-ordinate-method radiative transfer in multiple scattering and emitting layered media. Appl Opt 1988; 27:2502 - 9; http://dx.doi.org/10.1364/AO.27.002502; PMID: 20531783
  • Armstrong BK, Kricker A. The epidemiology of UV induced skin cancer. J Photochem Photobiol B 2001; 63:8 - 18; http://dx.doi.org/10.1016/S1011-1344(01)00198-1; PMID: 11684447