Nature Communications (Feb 2023)

Atlas of plasma NMR biomarkers for health and disease in 118,461 individuals from the UK Biobank

  • Heli Julkunen,
  • Anna Cichońska,
  • Mika Tiainen,
  • Harri Koskela,
  • Kristian Nybo,
  • Valtteri Mäkelä,
  • Jussi Nokso-Koivisto,
  • Kati Kristiansson,
  • Markus Perola,
  • Veikko Salomaa,
  • Pekka Jousilahti,
  • Annamari Lundqvist,
  • Antti J. Kangas,
  • Pasi Soininen,
  • Jeffrey C. Barrett,
  • Peter Würtz

DOI
https://doi.org/10.1038/s41467-023-36231-7
Journal volume & issue
Vol. 14, no. 1
pp. 1 – 15

Abstract

Read online

The authors report a systematic analyses of blood biomarkers for metabolism against the whole spectrum of diseases in 100,000 individuals and reveals a prominent role of numerous metabolic biomarkers as risk markers beyond heart disease and diabetes.