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Association between skin lesion and arsenic concentration in hair by mixed bivariate model in chronic arsenic exposure

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Abstract

Skin lesion is one of the important health hazards caused by high intake of arsenic through drinking water and diet, and the other hazards include several types of cancers (viz. skin, lung and urinary bladder), ischemic heart disease, hypertension, etc. Two most important biomarkers to measure arsenic intake in a human body are arsenic concentration in urine and hair. The primary interest of this paper is the association between skin lesion and arsenic concentration in hair for participants with chronic arsenic exposure from West Bengal, India, using bivariate regression model based on copula function. The result showed participants with high arsenic concentration in hair had higher incidence of developing skin lesion. Arsenic concentration in hair was significantly higher for the participants with an arsenic concentration in water > 10 mg/L.

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References

  • Agusa, T., Kunito, T., Fujihara, J., Kubota, R., Minh, T. B., Trang, P. T. K., et al. (2006). Contamination by arsenic and other trace elements in tube-well water and its risk assessment to humans in Hanoi, Vietnam. Environmental Pollution, 139(1), 95–106.

    Article  CAS  Google Scholar 

  • Ahmad, S. A., Sayed, M. H. S. U., Hadi, S. A., Faruquee, M. H., Khan, M. H., Jalil, M. A., et al. (1999). Arsenicosis in a village in Bangladesh. International Journal of Environmental Health Research, 9, 187–195.

    Article  Google Scholar 

  • Ahsan, H., Perrin, M., Rahman, A., et al. (2000). Associations between drinking water and urinary arsenic levels and skin lesions in Bangladesh. Journal of Occupational and Environmental Medicine, 42, 1195–1201.

    Article  CAS  Google Scholar 

  • Arikan, I., Namdar, N. D., Kahraman, C., Dagci, M., & Ece, E. (2015). Assessment of arsenic levels in body samples and chronic exposure in people using water with a high concentration of arsenic: A field study in Kutahya. Asian Pacific Journal of Cancer Prevention, 16(8), 3183–3188.

    Article  Google Scholar 

  • Bates, M. N., Smith, A. H., & Cantor, K. P. (1995). Case–control study of bladder cancer and arsenic in drinking water. American Journal of Epidemiology, 141, 523–530.

    Article  CAS  Google Scholar 

  • Biswas, A., Das, A., Roychowdhury, T., & Guha Mazumder, D. N. (2017). Low arsenic exposure risk in endemic population, cohort study for consecutive years. Exposure & Health. https://doi.org/10.1007/s12403-017-0260-z.

    Article  Google Scholar 

  • Biswas, A., Deb, D., Ghose, A., Du Laing, G., De Neve, J., Santra, S. C., et al. (2014a). Dietary arsenic consumption and urine arsenic in an endemic population: Response to improvement of drinking water quality in a 2-year consecutive study. Environmental Science and Pollution Research, 21, 609–619.

    Article  CAS  Google Scholar 

  • Biswas, A., Deb, D., Ghose, A., Santra, S. C., & Guha Mazumder, D. N. (2014b). Seasonal perspective of dietary arsenic consumption and urine arsenic in an endemic population. Environmental Monitoring and Assessment, 186, 4543–4551.

    Article  CAS  Google Scholar 

  • Chen, C.-J., Chiou, H.-Y., Chiang, M.-H., Lin, L.-J., & Tai, T.-Y. (1996). Dose–response relationship between ischemic heart disease mortality and long-term arsenic exposure. Arteriosclerosis, Thrombosis, and Vascular Biology, 16, 504–510.

    Article  CAS  Google Scholar 

  • Chen, C.-J., Chuang, Y.-C., Lin, T.-M., & Wu, H.-Y. (1985). Malignant neoplasms among residents of a blackfoot disease-endemic area in Taiwan: High-arsenic artesian well water and cancers. Cancer Research, 45, 5895–5899.

    CAS  Google Scholar 

  • Chen, Y. C., Ouo, Y. L., Su, H. J., Hsueh, Y. M., Smith, T. J., Ryan, L. M., et al. (2003). Arsenic methylation and skin cancer risk in southwestern Taiwan. Journal of Occupational and Environmental Medicine, 45, 241–248.

    Article  CAS  Google Scholar 

  • Das, D., Chatterjee, A., Mandal, B. K., Samanta, G., & Chakroborti, D. (1995). Arsenic in ground water in six districts of West Bengal, India: The biggest arsenic calamity in the world, part 2, arsenic concentration in drinking water, hair, nails, urine, skin-scale and liver tissue (biopsy) of the affected people. Analyst, 120, 917–924.

    Article  CAS  Google Scholar 

  • de Leon, A. R., & Carriµere, K. C. (2007). General mixed-data model: Extension of general location and grouped continuous models. Canadian Journal of Statistics, 35, 533–548.

    Article  Google Scholar 

  • Ferreccio, C., Gonzalez, C., Milosavilevic, V., Marshall, G., Sancha, A. M., & Smith, A. H. (2000). Lung cancer and arsenic concentrations in drinking water in Chile. Epidemiology, 11(6), 673–679.

    Article  CAS  Google Scholar 

  • Garai, R., Chakraborty, A. K., Dey, S. B., & Saha, K. C. (1984). Chronic arsenic poisoning from tube-well water. Journal of Indian Medical Association, 82, 34–35.

    CAS  Google Scholar 

  • Gault, A. G., Rowland, H. A. L., Charnock, J. M., Wogelius, R. A., Gomez-Morilla, I., Vong, S., et al. (2008). Arsenic in hair and nails of individuals exposed to arsenic-rich groundwaters in Kandal province, Cambodia. Science of the Total Environment, 393, 168–176.

    Article  CAS  Google Scholar 

  • Guha Mazumder, D. N., Deb, D., Biswas, A., Saha, C., Nandy, A., Das, A., et al. (2014). Dietary arsenic exposure with low level of arsenic in drinking water and biomarker: A study in West Bengal. Journal of Environmental Science and Health, Part A, 49, 555–564.

    Article  Google Scholar 

  • Guha Mazumder, D. N., Deb, D., Biswas, A., Saha, C., Nandy, A., Ganguly, B., et al. (2013). Evaluation of dietary arsenic exposure and its biomarkers: A case study of West Bengal, India. Journal of Environmental Science and Health, Part A, 488, 896–904.

    Article  Google Scholar 

  • Guha Mazumder, D. N., Ghose, A., Majumdar, K. K., Ghosh, N., Saha, C., & Guha Mazumder, R. N. (2010). Arsenic contamination of ground water and its health impact on population of district of Nadia, West Bengal, India. Indian Journal of Communicative Medicine, 35, 331–338.

    Article  Google Scholar 

  • Guha Mazumder, D. N., Haque, R., Ghosh, N., De, B. K., Santra, A., Chakraborty, D., et al. (1998). Arsenic levels in drinking water and the prevalence of skin lesions in West Bengal, India. International Journal of Epidemiology, 27, 871–877.

    Article  CAS  Google Scholar 

  • Guha Mazumder, D. N., Purkayastha, I., Ghose, A., Mistry, G., Saha, C., Nandy, A. K., et al. (2012). Hypertension in chronic arsenic exposure: A case control study in West Bengal. Journal of Environmental Science and Health, Part A, 47, 1514–1520.

    Article  CAS  Google Scholar 

  • Guo, H.-R., Lipsitz, S. R., Hu, H., & Monson, R. R. (1998). Using ecological data to estimate a regression model for individual data: The association between arsenic in drinking water and incidence of skin cancer. Environmental Research, A79, 82–93.

    Article  Google Scholar 

  • Guo, H.-R., Yu, H.-S., Hu, H., & Monson, R. R. (2001). Arsenic in drinking water and skin cancers: Cell-type specificity (Taiwan, R.O.C). Cancer Causes and Control, 12, 909–916.

    Article  CAS  Google Scholar 

  • Hadi, A., & Parveen, R. (2004). Arsenicosis in Bangladesh: Prevalence and socio-economic correlates. Public Health, 118(8), 559–564.

    Article  CAS  Google Scholar 

  • Islam, R., Khan, I., Hassan, S. N., McEvoy, M., D’Este, C., Attia, J., et al. (2012). Association between type 2 diabetes and chronic arsenic exposure in drinking water: A cross sectional study in Bangladesh. Environmental Health, 11, 38.

    Article  Google Scholar 

  • Kadono, T., Inaoka, T., Murayama, N., Ushijima, K., Nagano, M., Nakamura, S., et al. (2002). Skin manifestations of arsenicosis in two villages in Bangladesh. International Journal of Dermatology, 41(12), 841–846.

    Article  Google Scholar 

  • Karagas, M. R., Tosteson, T. D., Blum, J., Klaue, B., Weiss, J. E., Stannard, V., et al. (2000). Measurement of low levels of arsenic exposure: A comparison of water and toenail concentrations. American Journal of Epidemiology, 152, 84–90.

    Article  CAS  Google Scholar 

  • Kubota, R., Kunito, T., Agusa, T., Fujihara, J., Monirith, I., Iwata, H., et al. (2006). Urinary 8-hydroxy-2′-deoxyguanosine in inhabitants chronically exposed to arsenic in groundwater in Cambodia. Journal of Environmental Monitoring, 8, 293–299.

    Article  CAS  Google Scholar 

  • Lewis, D. R., Southwick, J. W., Ouellet-Hellstrom, R., Rench, J., & Calderon, R. L. (1999). Drinking water arsenic in Utah: A cohort mortality study. Environmental Health Perspective, 107, 359–365.

    Article  CAS  Google Scholar 

  • Mao, G., Guo, X., Kang, R., Ren, C., Yang, Z., Sun, Y., et al. (2010). Prevalence of disability in an arsenic exposure area in Inner Mongolia, China. Chemosphere, 80(9), 978–981.

    Article  CAS  Google Scholar 

  • McClintock, T. R., Chen, Y., Parvez, F., Makarov, D. V., Ge, W., Islam, T., et al. (2014). Association between arsenic exposure from drinking water and hematuria: Results from the Health Effects of Arsenic Longitudinal Study. Toxicology and Applied Pharmacology, 276(1), 21–27.

    Article  CAS  Google Scholar 

  • Mitra, S. R., Guha Mazumder, D. N., Basu, A., Block, G., Haque, R., & Samanta, S. (2004). Nutritional factors and susceptibility to arsenic-caused skin lesions in West Bengal, India. Environmental health perspectives, 112(10), 1104–1109.

    Article  CAS  Google Scholar 

  • Moseferi, M., Yunesian, M., Dastgiri, S., Mesdaghinia, A., & Esmailnasab, N. (2008). Prevalence of skin lesions and exposure to arsenic in drinking water in Iran. Science of Total Environment, 390, 69–76.

    Article  Google Scholar 

  • Parvez, F., Chen, Y., Brandt-Rauf, P. W., Slavkovich, V., Islam, T., Ahmed, A., et al. (2010). A prospective study of respiratory symptoms associated with chronic arsenic exposure in Bangladesh: Findings from the Health Effects of Arsenic Longitudinal Study (HEALS). Thorax, 65(6), 528–533.

    Article  Google Scholar 

  • Putila, J. J., & Guo, N. L. (2014). Association of arsenic exposure with lung cancer incidence rates in the United States. Toxicology and Applied Pharmacology, 276(1), 21–27.

    Article  Google Scholar 

  • Rahman, A., Vahter, M., Ekstrom, E. C., Rahman, M., Golam Mustafa, A. H., Wahed, M. A., et al. (2007). Association of arsenic exposure during pregnancy with fetal loss and infant death: A cohort study in Bangladesh. American Journal of Epidemiology, 165(12), 1389–1396.

    Article  Google Scholar 

  • Rahman, M., Vahter, M., Sohel, N., Yunus, M., Wahed, M. A., Streatfield, P. K., et al. (2006). Arsenic exposure and age- and sex-specific risk for skin lesions: A population-based case–referent study in Bangladesh. Environmental Health Perspective, 114(12), 1847–1852.

    Article  CAS  Google Scholar 

  • Rodriguez-Lado, L., Sun, G., Berg, M., Zhang, Q., Xue, H., Zheng, Q., et al. (2013). Groundwater arsenic contamination throughout China. Science, 341(6148), 866–868.

    Article  CAS  Google Scholar 

  • Rodushkin, I., & Axelsson, M. D. (2000). Application of double focusing sector field ICP-MS for multielemental characterization of human hair and nails. Part II. A study of the inhabitants of northern Sweden. Science of Total Environment, 262, 21–36.

    Article  CAS  Google Scholar 

  • Saha, K. C., & Poddar, D. (1986). Further studies on chronic arsenical dermatosis. Indian Journal of Dermatology, 31, 29–33.

    CAS  Google Scholar 

  • Samanta, G., Sharma, R., Roychowdhury, T., & Chakraborti, D. (2004). Arsenic and other elements in hair, nails, and skin-scales of arsenic victims in West Bengal, India. Science of Total Environment, 326, 33–47.

    Article  CAS  Google Scholar 

  • Schmitt, M. T., Schreinemachers, D., Wu, K., Ning, Z., Zhao, B., Le, X. C., et al. (2005). Human nails as a biomarker of arsenic exposure from well water in Inner Mongolia: Comparing atomic fluorescence spectrometry and neutron activation analysis. Biomarkers, 10, 95–104.

    Article  CAS  Google Scholar 

  • Tondel, M., Rahman, M., Magnuson, A., Chowdhury, I. A., Faruquee, M. H., & Ahmed, S. A. (1999). The relationship of arsenic levels in drinking water and the prevalence rate of skin lesions in Bangladesh. Environmental Health Perspective, 107(9), 727–729.

    Article  CAS  Google Scholar 

  • Tseng, W. P. (1989). Blackfoot disease in Taiwan: A 30-year follow-up study. Angiology, 40, 547–558.

    Article  CAS  Google Scholar 

  • Uchino, T., Roychowdhury, T., Ando, M., & Tokunaga, H. (2006). Intake of arsenic from water, food composites and excretion through urine, hair from a studied population in West Bengal, India. Food and Chemical Toxicology, 44(4), 455–461.

    Article  CAS  Google Scholar 

  • Wade, T. J., Xia, Y., Wu, K., Li, Y., Ning, Z., Le Chris, X., et al. (2009). Increased mortality associated with well-water arsenic exposure in Inner Mongolia, China. International Journal of Environmental Research and Public Health, 6, 1107–1123.

    Article  CAS  Google Scholar 

  • Wu, B., & Chen, T. (2010). Changes in hair arsenic concentration in a population exposed to heavy pollution: Follow-up investigation in Chenzhou City, Hunan Province, Southern China. Journal of Environmental Sciences, 22(2), 283–289.

    Article  CAS  Google Scholar 

  • Yoshida, T., Yamauchi, H., & Fan Sun, G. (2004). Chronic health effects in people exposed to arsenic via the drinking water: Dose–response relationships in review. Toxicology and Applied Pharmacology, 198, 243–252.

    Article  CAS  Google Scholar 

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Acknowledgements

The study was supported by a research grant funded by the World Bank under the National Agricultural Innovative Project “Arsenic in Food Chain: Cause, Effect and Mitigation” from the Indian Council of Agricultural Research (ICAR), Govt. of India (Ref. No. NAIP/C4/C1005, dated 12.6.2007). The authors express their thanks to Dr. K Bhattacharya, Mr. R. N. Guha Mazumder, Anath Pramanick, Gopal Modak and Goutam Dutta for their help in the execution of this study. Special thanks are also due to all the patients and villagers for their participation and cooperation in this study. The contents of this article are the sole responsibility of the authors and do not necessarily represent the official views of the funding agencies. This scientific work is the responsibility of the researchers.

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Correspondence to Arabinda Das.

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Detailed statistical analysis of the mixed bivariate model with copula can be found in supplementary material.

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Das, A., Biswas, A. & Guha Mazumder, D.N. Association between skin lesion and arsenic concentration in hair by mixed bivariate model in chronic arsenic exposure. Environ Geochem Health 40, 2359–2369 (2018). https://doi.org/10.1007/s10653-018-0102-3

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