Investigating local relationships between trace elements in soils and cancer data
McKinley, Jennifer M.; Ofterdinger, Ulrich; Young, Michael; Barsby, Amy; Gavin, Anna. 2013 Investigating local relationships between trace elements in soils and cancer data. Spatial Statistics, 5. 25-41. https://doi.org/10.1016/j.spasta.2013.05.001
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Abstract/Summary
Medical geology research has recognised a number of potentially toxic elements (PTEs), such as arsenic, cobalt, chromium, copper, nickel, lead, vanadium, uranium and zinc, known to influence human disease by their respective deficiency or toxicity. As the impact of infectious diseases has decreased and the population ages, so cancer has become the most common cause of death in developed countries including Northern Ireland. This research explores the relationship between environmental exposure to PTEs in soil and cancer disease data across Northern Ireland. The incidence of twelve different cancer types (lung, stomach, leukaemia, oesophagus, colorectal, bladder, kidney, breast, mesothelioma, melanoma and non melanoma (NM) both basal and squamous, were examined in the form of twenty-five coded datasets comprising aggregates over the 12 year period from 1993 to 2006. A local modelling technique, geographically weighted regression (GWR) is used to explore the relationship between environmental exposure and cancer disease data. The results show comparisons of the geographical incidence of certain cancers (stomach and NM squamous skin cancer) in relation to concentrations of certain PTEs (arsenic levels in soils and radon were identified). Findings from the research have implications for regional human health risk assessments.
Item Type: | Publication - Article |
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Digital Object Identifier (DOI): | https://doi.org/10.1016/j.spasta.2013.05.001 |
Additional Keywords: | Tellus, geochemistry, Northern Ireland, Cancer disease data, Soil geochemistry, Radon, Geographically weighted regression, Geostatistics, Arsenic |
NORA Subject Terms: | Earth Sciences Health Data and Information |
Date made live: | 29 Jul 2013 14:15 +0 (UTC) |
URI: | https://nora.nerc.ac.uk/id/eprint/502768 |
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