Scientific Reports (Mar 2021)
Self-rated health in individuals with and without disease is associated with multiple biomarkers representing multiple biological domains
- L. Kananen,
- L. Enroth,
- J. Raitanen,
- J. Jylhävä,
- A. Bürkle,
- M. Moreno-Villanueva,
- J. Bernhardt,
- O. Toussaint,
- B. Grubeck-Loebenstein,
- M. Malavolta,
- A. Basso,
- F. Piacenza,
- S. Collino,
- E. S. Gonos,
- E. Sikora,
- D. Gradinaru,
- E. H. J. M. Jansen,
- M. E. T. Dollé,
- M. Salmon,
- W. Stuetz,
- D. Weber,
- T. Grune,
- N. Breusing,
- A. Simm,
- M. Capri,
- C. Franceschi,
- P. E. Slagboom,
- D. C. S. Talbot,
- C. Libert,
- S. Koskinen,
- H. Bruunsgaard,
- ÅM. Hansen,
- R. Lund,
- M. Hurme,
- M. Jylhä
Affiliations
- L. Kananen
- Faculty of Social Sciences (Health Sciences), Tampere University
- L. Enroth
- Faculty of Social Sciences (Health Sciences), Tampere University
- J. Raitanen
- Faculty of Social Sciences (Health Sciences), Tampere University
- J. Jylhävä
- Gerontology Research Center (GEREC)
- A. Bürkle
- Molecular Toxicology Group, University of Konstanz
- M. Moreno-Villanueva
- Molecular Toxicology Group, University of Konstanz
- J. Bernhardt
- BioTeSys GmbH
- O. Toussaint
- Research Unit On Cellular Biology, University of Namur
- B. Grubeck-Loebenstein
- Research Institute for Biomedical Aging Research, University of Innsbruck
- M. Malavolta
- Advanced Technology Center for Aging Research, Scientific Technological Area, IRCCS INRCA
- A. Basso
- Advanced Technology Center for Aging Research, Scientific Technological Area, IRCCS INRCA
- F. Piacenza
- Advanced Technology Center for Aging Research, Scientific Technological Area, IRCCS INRCA
- S. Collino
- Nestlé Research, Nestlé Institute of Health Sciences, EPFL Innovation Park
- E. S. Gonos
- Institute of Biology, Medicinal Chemistry and Biotechnology, National Hellenic Research Foundation
- E. Sikora
- Laboratory of the Molecular Bases of Ageing, Nencki Institute of Experimental Biology, Polish Academy of Sciences
- D. Gradinaru
- Carol Davila University of Medicine and Pharmacy
- E. H. J. M. Jansen
- National Institute for Public Health and the Environment (RIVM), Centre for Health Protection
- M. E. T. Dollé
- National Institute for Public Health and the Environment (RIVM), Centre for Health Protection
- M. Salmon
- Straticell
- W. Stuetz
- Institute of Nutritional Sciences (140), University of Hohenheim
- D. Weber
- Department of Molecular Toxicology, German Institute of Human Nutrition Potsdam-Rehbruecke (DIfE)
- T. Grune
- Department of Molecular Toxicology, German Institute of Human Nutrition Potsdam-Rehbruecke (DIfE)
- N. Breusing
- Institute of Nutritional Medicine (180), University of Hohenheim
- A. Simm
- Department of Cardiothoracic Surgery, University Hospital Halle
- M. Capri
- DIMES- Department of Experimental, Diagnostic and Specialty Medicine, ALMA MATER STUDIORUM, CIG-Interdepartmental Center “L.Galvani”, University of Bologna
- C. Franceschi
- DIMES- Department of Experimental, Diagnostic and Specialty Medicine, ALMA MATER STUDIORUM, CIG-Interdepartmental Center “L.Galvani”, University of Bologna
- P. E. Slagboom
- Section of Molecular Epidemiology, Leiden University Medical Centre
- D. C. S. Talbot
- Unilever Science and Technology, Beauty and Personal Care
- C. Libert
- Center for Inflammation Research, VIB
- S. Koskinen
- National Institute for Health and Welfare
- H. Bruunsgaard
- Department of Clinical Immunology, Rigshospitalet, University Hospital of Copenhagen
- ÅM. Hansen
- Department of Public Health, University of Copenhagen
- R. Lund
- Department of Public Health, University of Copenhagen
- M. Hurme
- Gerontology Research Center (GEREC)
- M. Jylhä
- Faculty of Social Sciences (Health Sciences), Tampere University
- DOI
- https://doi.org/10.1038/s41598-021-85668-7
- Journal volume & issue
-
Vol. 11,
no. 1
pp. 1 – 14
Abstract
Abstract Self-rated health (SRH) is one of the most frequently used indicators in health and social research. Its robust association with mortality in very different populations implies that it is a comprehensive measure of health status and may even reflect the condition of the human organism beyond clinical diagnoses. Yet the biological basis of SRH is poorly understood. We used data from three independent European population samples (N approx. 15,000) to investigate the associations of SRH with 150 biomolecules in blood or urine (biomarkers). Altogether 57 biomarkers representing different organ systems were associated with SRH. In almost half of the cases the association was independent of disease and physical functioning. Biomarkers weakened but did not remove the association between SRH and mortality. We propose three potential pathways through which biomarkers may be incorporated into an individual’s subjective health assessment, including (1) their role in clinical diseases; (2) their association with health-related lifestyles; and (3) their potential to stimulate physical sensations through interoceptive mechanisms. Our findings indicate that SRH has a solid biological basis and it is a valid but non-specific indicator of the biological condition of the human organism.