articleNature AgingJul 10, 2024HYBRID OA

Blood protein assessment of leading incident diseases and mortality in the UK Biobank

Edinburgh Cancer Research · Optimat (United Kingdom) · +3 more institutions

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Abstract

The circulating proteome offers insights into the biological pathways that underlie disease. Here, we test relationships between 1,468 Olink protein levels and the incidence of 23 age-related diseases and mortality in the UK Biobank (n = 47,600). We report 3,209 associations between 963 protein levels and 21 incident outcomes. Next, protein-based scores (ProteinScores) are developed using penalized Cox regression. When applied to test sets, six ProteinScores improve the area under the curve estimates for the 10-year onset of incident outcomes beyond age, sex and a comprehensive set of 24 lifestyle factors, clinically relevant biomarkers and physical measures. Furthermore, the ProteinScore for type 2 diabetes…

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127
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26.64
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100%
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47
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Authors

16

Topics & keywords

Keywords
  • Biobank
  • Medicine
  • Diabetes mellitus
  • Disease
  • Incidence (geometry)
  • Proteome
  • Proportional hazards model
  • Risk stratification
UN Sustainable Development Goals
  • Good health and well-being
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