Original title: Examination of the Spatial Structure of Pigs' Melanoma in Tissue Sections Based on Histology and Mass Spectrometry
Authors: Anýz, J. ; Vysloužilová, L. ; Horák, Vratislav ; Štěpánková, O. ; Vaculovič, T. ; Adam, V.
Document type: Papers
Conference/Event: IUPESM World Congress on Medical Physics and Biomedical Engineering, Prague (CZ), 20180603
Year: 2019
Language: eng
Abstract: We examine the spatial structure of the melanoma in tissue sections. The pigs melanoma was examined in 10 tissue samples obtained from animals of age between 4 and 22 weeks. The tissue sections were measured by light microscopy and Laser Ablation Ion Inductively Coupled Plasma Mass Spectrometry to obtain spatial metal (Cu, Zn) distribution. The exploratory analysis of the tissue sections indicates there is clearly a pattern in the spatial structure. Different projections of the spatial structure of the melanoma are obtained by the different measurement methods. The spectral clustering on the data was utilized to describe the structure in the data. According to the clustering results, there are distinct clusters of observations in the histological data. The spatial elemental distribution of the metals Cu and Zn cannot be clustered -the data form one compact cluster. The clustering of the histological images produces clusters which are related to the annotation of the biological samples in broader terms -the differences between fibrous and cancerous tissue.
Keywords: melanoma; MeLiM
Host item entry: WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING 2018, ISBN 978-981-10-9035-6

Institution: Institute of Animal Physiology and Genetics AS ČR (web)
Document availability information: Fulltext is available at the institute of the Academy of Sciences.
Original record: http://hdl.handle.net/11104/0302707

Permalink: http://www.nusl.cz/ntk/nusl-408010


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Research > Institutes ASCR > Institute of Animal Physiology and Genetics
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