Element constitution and distribution in tissues and body fluids have increasingly become key pieces of information in life sciences and medicine, and trace elements may be successfully used as disease biomarkers. Here, we review the most recent advances in inductively coupled plasma mass spectrometry (ICP-MS) and the related state-of-the-art instrumentation and methods (e.g. single-particle and single- cell determination capabilities) used to expand the application of trace element information to the study of diseases. Advanced statistical tools and machine learning used for evaluating, diagnosing, and treating different diseases has highlighted the importance of trace elements in clinical research. In this manuscript, we review recently published studies involving trace element analysis and machine learning applied to better understanding clinical conditions and pathologies, and discuss some perspectives for this field. (C) 2020 Elsevier B.V. All rights reserved.
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Univ Med Ctr, Dept Neurol, Gottingen, GermanyUniv Med Ctr, Dept Neurol, Gottingen, Germany
Maass, Fabian
Michalke, Bernhard
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Helmholtz Zentrum Munchen, Res Unit Analyt BioGeoChem, German Res Ctr Environm Hlth, Neuherberg, GermanyUniv Med Ctr, Dept Neurol, Gottingen, Germany
Michalke, Bernhard
Willkommen, Desiree
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Helmholtz Zentrum Munchen, Res Unit Analyt BioGeoChem, German Res Ctr Environm Hlth, Neuherberg, GermanyUniv Med Ctr, Dept Neurol, Gottingen, Germany
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Univ Ljubljana, Biotech Fac, Dept Biol, Jamnikarjeva 101, SI-1000 Ljubljana, Slovenia
Jozef Stefan Inst, Jamova 39, SI-1000 Ljubljana, SloveniaNatl Inst Chem, Dept Analyt Chem, Hajdrihova 19, SI-1000 Ljubljana, Slovenia
机构:
Univ Med Ctr, Dept Neurol, Gottingen, GermanyUniv Med Ctr, Dept Neurol, Gottingen, Germany
Maass, Fabian
Michalke, Bernhard
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, Res Unit Analyt BioGeoChem, German Res Ctr Environm Hlth, Neuherberg, GermanyUniv Med Ctr, Dept Neurol, Gottingen, Germany
Michalke, Bernhard
Willkommen, Desiree
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, Res Unit Analyt BioGeoChem, German Res Ctr Environm Hlth, Neuherberg, GermanyUniv Med Ctr, Dept Neurol, Gottingen, Germany
机构:
Univ Ljubljana, Biotech Fac, Dept Biol, Jamnikarjeva 101, SI-1000 Ljubljana, Slovenia
Jozef Stefan Inst, Jamova 39, SI-1000 Ljubljana, SloveniaNatl Inst Chem, Dept Analyt Chem, Hajdrihova 19, SI-1000 Ljubljana, Slovenia