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The association between content of the elements S,Cl, K,Fe, Cu,Zn and Br in normal and cirrhotic liver tissue from Danes and Greenlandic Inuit examined by dual hierarchical clustering analysis
Institution:1. Department of Biochemistry, Nijmegen Centre for Molecular Life Sciences, Radboud University Nijmegen Medical Centre, Geert Grooteplein 28, 6525 GA Nijmegen, The Netherlands;2. Radboud Proteomics Centre — Department of Laboratory Medicine, Laboratory of Genetic, Endocrine and Metabolic Disease, Radboud University Medical Centre, P.O. Box 9101, 6500 HB Nijmegen, The Netherlands;1. Department of Occupational and Environmental Medicine, University Hospital of Copenhagen, DK-2400 Copenhagen NV, Denmark;2. Department of Occupational Medicine, Aarhus University Hospital, DK-8000 Aarhus C, Denmark;3. National Research Centre for the Working Environment, DK-2100 Copenhagen Ø, Denmark;4. Division of Occupational and Environmental Medicine, Lund University, SE-221 85 Lund, Sweden;5. Division of Environmental Epidemiology, Institute for Risk Assessment Sciences, Utrecht University, NL-3584 CM Utrecht, The Netherlands;6. Reproductive Medicine Centre, Malmö University Hospital, Lund University, Malmö SE-20502, Sweden
Abstract:ProjectMeta-analysis of previous studies evaluating associations between content of elements sulphur (S), chlorine (Cl), potassium (K), iron (Fe), copper (Cu), zinc (Zn) and bromine (Br) in normal and cirrhotic autopsy liver tissue samples.ProcedureNormal liver samples from 45 Greenlandic Inuit, median age 60 years and from 71 Danes, median age 61 years. Cirrhotic liver samples from 27 Danes, median age 71 years. Element content was measured using X-ray fluorescence spectrometry. Statistics: Dual hierarchical clustering analysis, creating a dual dendrogram, one clustering element contents according to calculated similarities, one clustering elements according to correlation coefficients between the element contents, both using Euclidian distance and Ward Procedure.ResultsOne dendrogram separated subjects in 7 clusters showing no differences in ethnicity, gender or age. The analysis discriminated between elements in normal and cirrhotic livers. The other dendrogram clustered elements in four clusters: sulphur and chlorine; copper and bromine; potassium and zinc; iron. There were significant correlations between the elements in normal liver samples: S was associated with Cl, K, Br and Zn; Cl with S and Br; K with S, Br and Zn; Cu with Br. Zn with S and K. Br with S, Cl, K and Cu. Fe did not show significant associations with any other element.ConclusionsIn contrast to simple statistical methods, which analyses content of elements separately one by one, dual hierarchical clustering analysis incorporates all elements at the same time and can be used to examine the linkage and interplay between multiple elements in tissue samples.
Keywords:Cluster analysis  Liver  Trace elements
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