Geographic distribution of environmental factors influencing human skin coloration
Abstract
Skin coloration in indigenous peoples is strongly related to levels of ultraviolet radiation (UVR). In this study, the relationships of skin reflectance to seasonal UVR levels and other environmental variables were investigated, with the aim of determining which variables contributed most significantly to skin reflectance. The UVR data recorded by satellite were combined with environmental variables and data on human skin reflectance in a geographic information system (GIS). These were then analyzed visually and statistically through exploratory data analysis, correlation analysis, principal components analysis, least‐squares regression analysis, and nonlinear techniques. The main finding of this study was that the evolution of skin reflectance could be almost fully modeled as a linear effect of UVR in the autumn alone. This linear model needs only minor modification, by the introduction of terms for the maximum amount of UVR, and for summer precipitation and winter precipitation, to account for almost all the variation in skin reflectance. A further significant finding was that the effect of summer UVR seems to reach a threshold beyond which further adaptation is difficult. Am J Phys Anthropol, 2004. © 2004 Wiley‐Liss, Inc.
Number of times cited: 59
- Kaspar Delhey, Darker where cold and wet: Australian birds follow their own version of Gloger's rule, Ecography, 41, 4, (673-683), (2017).
- Patrice Jones, Mark Lucock, Martin Veysey, Nina Jablonski, George Chaplin and Emma Beckett, Frequency of folate‐related polymorphisms varies by skin pigmentation, American Journal of Human Biology, 30, 2, (2017).
- Tina Lasisi and Mark D. Shriver, Focus on African diversity confirms complexity of skin pigmentation genetics, Genome Biology, 19, 1, (2018).
- Nina G. Jablonski, Evolution of Human Skin Color and Vitamin D, Vitamin D, 10.1016/B978-0-12-809965-0.00003-3, (29-44), (2018).
- Nina G. Jablonski, Skin color, The International Encyclopedia of Biological Anthropology, (1-5), (2018).
- Myeongryeol Lee, Yuchul Jung, Eunjoo Kim and Hae Kwang Lee, Comparison of skin properties in individuals living in cities at two different altitudes: an investigation of the environmental effect on skin, Journal of Cosmetic Dermatology, 16, 1, (26-34), (2016).
- Sefa Awaworyi Churchill, Fractionalization, entrepreneurship, and the institutional environment for entrepreneurship, Small Business Economics, 48, 3, (577), (2017).
- Alicia R. Martin, Meng Lin, Julie M. Granka, Justin W. Myrick, Xiaomin Liu, Alexandra Sockell, Elizabeth G. Atkinson, Cedric J. Werely, Marlo Möller, Manjinder S. Sandhu, David M. Kingsley, Eileen G. Hoal, Xiao Liu, Mark J. Daly, Marcus W. Feldman, Christopher R. Gignoux, Carlos D. Bustamante and Brenna M. Henn, An Unexpectedly Complex Architecture for Skin Pigmentation in Africans, Cell, 171, 6, (1340), (2017).
- Xuemei Zhang, Wenrong Li, Chenxi Liu, Xinrong Peng, Jiapeng Lin, Sangang He, Xuejiao Li, Bing Han, Ning Zhang, Yangsheng Wu, Lei Chen, Liqin Wang, MaYila, Juncheng Huang and Mingjun Liu, Alteration of sheep coat color pattern by disruption of ASIP gene via CRISPR Cas9, Scientific Reports, 7, 1, (2017).
- Anshuman Mishra, Sheikh Nizammuddin, Chandana Basu Mallick, Sakshi Singh, Satya Prakash, Niyamat Ali Siddiqui, Niraj Rai, S. Justin Carlus, Digumarthi V.S. Sudhakar, Vishnu P. Tripathi, Märt Möls, Xana Kim-Howard, Hemlata Dewangan, Abhishek Mishra, Alla G. Reddy, Biswajit Roy, Krishna Pandey, Gyaneshwer Chaubey, Pradeep Das, Swapan K. Nath, Lalji Singh and Kumarasamy Thangaraj, Genotype-Phenotype Study of the Middle Gangetic Plain in India Shows Association of rs2470102 with Skin Pigmentation, Journal of Investigative Dermatology, 137, 3, (670), (2017).
- Lubna H. Suaiti, Yasin A. Damji and Margaret S. Lee, Pediatric Dermatology, Dermatoanthropology of Ethnic Skin and Hair, 10.1007/978-3-319-53961-4_17, (285-313), (2017).
- Sefa Awaworyi Churchill, Microfinance and Ethnic Diversity, Economic Record, 93, 300, (112-141), (2016).
- Peter M. Elias and Mary L. Williams, Basis for the gain and subsequent dilution of epidermal pigmentation during human evolution: The barrier and metabolic conservation hypotheses revisited, American Journal of Physical Anthropology, 161, 2, (189-207), (2016).
- William B. Grant, The UVB–vitamin D3–pigment hypothesis is alive and well, American Journal of Physical Anthropology, 161, 4, (752-755), (2016).
- Sefa Awaworyi Churchill, Davidson Okai and Alberto Posso, Internet Use and Ethnic Heterogeneity in a Cross‐Section of Countries, Economic Papers: A journal of applied economics and policy, 35, 1, (59-72), (2015).
- Zhaohui Yang, Hua Zhong, Jing Chen, Xiaoming Zhang, Hui Zhang, Xin Luo, Shuhua Xu, Hua Chen, Dongsheng Lu, Yinglun Han, Jinkun Li, Lijie Fu, Xuebin Qi, Yi Peng, Kun Xiang, Qiang Lin, Yan Guo, Ming Li, Xiangyu Cao, Yanfeng Zhang, Shiyu Liao, Yingmei Peng, Lin Zhang, Xiaosen Guo, Shanshan Dong, Fan Liang, Jun Wang, Andrew Willden, Hong Seang Aun, Bun Serey, Tuot Sovannary, Long Bunnath, Ham Samnom, Graeme Mardon, Qingwei Li, Anming Meng, Hong Shi and Bing Su, A Genetic Mechanism for Convergent Skin Lightening during Recent Human Evolution, Molecular Biology and Evolution, 33, 5, (1177), (2016).
- Manjari Jonnalagadda, Shantanu Ozarkar, Richa Ashma and Shaunak Kulkarni, Skin pigmentation variation among populations of West Maharashtra, India, American Journal of Human Biology, 28, 1, (36-43), (2015).
- Swati Sen Mandi, Natural Ultraviolet Radiation, Natural UV Radiation in Enhancing Survival Value and Quality of Plants, 10.1007/978-81-322-2767-0_1, (1-22), (2017).
- Sumiko Anno, Kazuhiko Ohshima and Takashi Abe, Understanding Skin Color Variations as an Adaptation by Detecting Gene–Environment Interactions, Gene-Environment Interaction Analysis, 10.1201/b19969-2, (1-37), (2016).
- Peter M. Elias and Mary L. Williams, Evolution of Skin Color, Basics in Human Evolution, 10.1016/B978-0-12-802652-6.00019-0, (273-283), (2015).
- Saioa López, Iker García, Isabel Smith, Arrate Sevilla, Neskuts Izagirre, Concepción de la Rúa and Santos Alonso, Discovery of copy number variants by multiplex amplifiable probe hybridization (MAPH) in candidate pigmentation genes, Annals of Human Biology, 10.3109/03014460.2014.965202, 42, 5, (485-493), (2015).
- Innes C. Cuthill, Flower colour: Gloger's rule isn't just for the birds, Nature Plants, 1, 1, (14013), (2015).
- Heather L. Norton, Elizabeth Werren and Jonathan Friedlaender, MC1R diversity in Northern Island Melanesia has not been constrained by strong purifying selection and cannot explain pigmentation phenotype variation in the region, BMC Genetics, 16, 1, (2015).
- Elisa Wurmbach, Prediction of Physical Characteristics, such as Eye, Hair, and Skin Color Based Solely on DNA, Forensic DNA Applications, 10.1201/b16512-21, (429-452), (2014).
- Angi M. Christensen, Nicholas V. Passalacqua and Eric J. Bartelink, Ancestry Estimation, Forensic Anthropology, 10.1016/B978-0-12-418671-2.00009-4, (223-242), (2014).
- Alan E. Stewart, Kathryn A. Roecklein, Susan Tanner and Michael G. Kimlin, Possible contributions of skin pigmentation and vitamin D in a polyfactorial model of seasonal affective disorder, Medical Hypotheses, 83, 5, (517), (2014).
- M. Greaves, Was skin cancer a selective force for black pigmentation in early hominin evolution?, Proceedings of the Royal Society B: Biological Sciences, 281, 1781, (20132955), (2014).
- Bamidele O Tayo, Titilola S Akingbola, Babatunde L Salako, Colin A McKenzie, Marvin Reid, Jennifer Layden, Ifeyinwa Osunkwo, Jacob Plange-Rhule, Amy Luke, Ramon Durazo-Arvizu and Richard S Cooper, Vitamin D levels are low in adult patients with sickle cell disease in Jamaica and West Africa, BMC Hematology, 14, 1, (2014).
- Nina G. Jablonski and George Chaplin, The Evolution of Skin Pigmentation and Hair Texture in People of African Ancestry, Dermatologic Clinics, 32, 2, (113), (2014).
- Arjan Dijk, Harry Slaper, Peter N. den Outer, Olaf Morgenstern, Peter Braesicke, John A. Pyle, Hella Garny, Andrea Stenke, Martin Dameris, Andreas Kazantzidis, Kleareti Tourpali and Alkiviadis F. Bais, Skin Cancer Risks Avoided by the Montreal Protocol—Worldwide Modeling Integrating Coupled Climate‐Chemistry Models with a Risk Model for UV, Photochemistry and Photobiology, 89, 1, (234-246), (2012).
- Peter M. Elias and Mary L. Williams, Re-appraisal of current theories for the development and loss of epidermal pigmentation in hominins and modern humans, Journal of Human Evolution, 64, 6, (687), (2013).
- Nina G. Jablonski and George Chaplin, Epidermal pigmentation in the human lineage is an adaptation to ultraviolet radiation, Journal of Human Evolution, 65, 5, (671), (2013).
- Piotr Sorokowski, Agnieszka Sorokowska and Dominika Kras, Face Color and Sexual Attractiveness, Cross-Cultural Research, 47, 4, (415), (2013).
- Pelle Ahlerup and Ola Olsson, The roots of ethnic diversity, Journal of Economic Growth, 17, 2, (71), (2012).
- Cynthia M. Beall, Nina G. Jablonski and A. Theodore Steegmann, Human Adaptation to Climate: Temperature, Ultraviolet Radiation, and Altitude, Human Biology, (175-250), (2012).
- N. G. Jablonski and G. Chaplin, Human skin pigmentation, migration and disease susceptibility, Philosophical Transactions of the Royal Society B: Biological Sciences, 367, 1590, (785), (2012).
- Scott Alan Carson, Nineteenth century African-American and white US statures: the primary sources of vitamin D and their relationship with height, Journal of Bioeconomics, 10.1007/s10818-010-9096-3, 13, 1, (1-15), (2010).
- Isao Yuasa, Shinji Harihara, Feng Jin, Hiroaki Nishimukai, Junko Fujihara, Yasuo Fukumori, Haruo Takeshita, Kazuo Umetsu and Naruya Saitou, Distribution of OCA2∗481Thr and OCA2∗615Arg, associated with hypopigmentation, in several additional populations, Legal Medicine, 13, 4, (215), (2011).
- Vicki Matthews, Multiple sclerosis and depression, British Journal of Wellbeing, 2, 3, (32), (2011).
- Peter M. Elias, Gopinathan Menon, Bruce K. Wetzel and John (Jack) W. Williams, Barrier requirements as the evolutionary “driver” of epidermal pigmentation in humans, American Journal of Human Biology, 22, 4, (526-537), (2010).
- Guido Barbujani and Vincenza Colonna, Human genome diversity: frequently asked questions, Trends in Genetics, 26, 7, (285), (2010).
- Sumiko Anno, Kazuhiko Ohshima and Takashi Abe, Approaches to understanding adaptations of skin color variation by detecting gene–environment interactions, Expert Review of Molecular Diagnostics, 10, 8, (987), (2010).
- A.W.C. Yuen and N.G. Jablonski, Vitamin D: In the evolution of human skin colour, Medical Hypotheses, 10.1016/j.mehy.2009.08.007, 74, 1, (39-44), (2010).
- N. G. Jablonski and G. Chaplin, Human skin pigmentation as an adaptation to UV radiation, Proceedings of the National Academy of Sciences, 107, Supplement_2, (8962), (2010).
- George Chaplin and Nina G. Jablonski, Vitamin D and the evolution of human depigmentation, American Journal of Physical Anthropology, 139, 4, (451-461), (2009).
- Peter M. Elias, Gopinathan Menon, Bruce K. Wetzel and John (Jack) W. Williams, Evidence that stress to the epidermal barrier influenced the development of pigmentation in humans, Pigment Cell & Melanoma Research, 22, 4, (420-434), (2009).
- Rotem Cohen, Laura Smale and Noga Kronfeld‐Schor, Plasticity of Circadian Activity and Body Temperature Rhythms in Golden Spiny Mice, Chronobiology International, 26, 3, (430), (2009).
- Brenda J. Bradley and Nicholas I. Mundy, The primate palette: The evolution of primate coloration, "Evolutionary Anthropology: Issues, News, and Reviews", 17, 2, (97-111), (2008).
- John Kappelman, Mehmet Cihat Alçiçek, Nizamettin Kazancı, Michael Schultz, Mehmet Özkul and Şevket Şen, First Homo erectus from Turkey and implications for migrations into temperate Eurasia, American Journal of Physical Anthropology, 135, 1, (110-116), (2007).
- Ofir Levy, Tamar Dayan and Noga Kronfeld‐Schor, The Relationship between the Golden Spiny Mouse Circadian System and Its Diurnal Activity: An Experimental Field Enclosures and Laboratory Study, Chronobiology International, 24, 4, (599), (2007).
- Renee P. Stokowski, P.V. Krishna Pant, Tony Dadd, Amelia Fereday, David A. Hinds, Carl Jarman, Wendy Filsell, Rebecca S. Ginger, Martin R. Green, Frans J. van der Ouderaa and David R. Cox, A Genomewide Association Study of Skin Pigmentation in a South Asian Population, The American Journal of Human Genetics, 81, 6, (1119), (2007).
- Edward D. Gorham, Sharif B. Mohr, Cedric F. Garland, George Chaplin and Frank C. Garland, Do Sunscreens Increase Risk of Melanoma in Populations Residing at Higher Latitudes?, Annals of Epidemiology, 10.1016/j.annepidem.2007.06.008, 17, 12, (956-963), (2007).
- William B Grant, Roles of solar UV radiation and vitamin D in human health and how to obtain vitamin D, Expert Review of Dermatology, 10.1586/17469872.2.5.563, 2, 5, (563-577), (2014).
- Heather L. Norton, Jonathan S. Friedlaender, D. Andrew Merriwether, George Koki, Charles S. Mgone and Mark D. Shriver, Skin and hair pigmentation variation in Island Melanesia, American Journal of Physical Anthropology, 130, 2, (254-268), (2005).
- Rotem Cohen and Noga Kronfeld-Schor, Individual variability and photic entrainment of circadian rhythms in golden spiny mice, Physiology & Behavior, 87, 3, (563), (2006).
- Neskuts Izagirre, Iker García, Corina Junquera, Concepción de la Rúa and Santos Alonso, A Scan for Signatures of Positive Selection in Candidate Loci for Skin Pigmentation in Humans, Molecular Biology and Evolution, 23, 9, (1697), (2006).
- William B. Grant, Epidemiology of disease risks in relation to vitamin D insufficiency, Progress in Biophysics and Molecular Biology, 10.1016/j.pbiomolbio.2006.02.013, 92, 1, (65-79), (2006).
- Jared Diamond, Geography and skin colour, Nature, 435, 7040, (283), (2005).
- Heather L Norton, Evolution of Skin Pigmentation Differences in Humans, eLS, (2008).




