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Blood-Based Biomarkers and Long-term Risk of Frailty—Experience From the Swedish AMORIS Cohort
BACKGROUND: Frailty is associated with reduced quality of life, poor health outcomes, and death. Past studies have investigated how specific biomarkers are associated with frailty but understanding biomarkers in concert with each other and the associated risk of frailty is critical for clinical appl...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8361369/ https://www.ncbi.nlm.nih.gov/pubmed/33979435 http://dx.doi.org/10.1093/gerona/glab137 |
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author | Wennberg, Alexandra M Ding, Mozhu Ebeling, Marcus Hammar, Niklas Modig, Karin |
author_facet | Wennberg, Alexandra M Ding, Mozhu Ebeling, Marcus Hammar, Niklas Modig, Karin |
author_sort | Wennberg, Alexandra M |
collection | PubMed |
description | BACKGROUND: Frailty is associated with reduced quality of life, poor health outcomes, and death. Past studies have investigated how specific biomarkers are associated with frailty but understanding biomarkers in concert with each other and the associated risk of frailty is critical for clinical application. METHODS: Using a sample aged ≥59 years at baseline from the Swedish AMORIS (Apolipoprotein MOrtality RISk) cohort (n = 19 341), with biomarkers measured at baseline (1985–1996), we conducted latent class analysis with 18 biomarkers and used Cox models to determine the association between class and frailty and all-cause mortality. RESULTS: Four classes were identified. Compared to the largest class, the Reference class (81.7%), all other classes were associated with increased risk of both frailty and mortality. The Anemia class (5.8%), characterized by comparatively lower iron markers and higher inflammatory markers, had hazard ratio (HR) = 1.54, 95% confidence interval (CI) 1.38, 1.73 for frailty and HR = 1.76, 95% CI 1.65, 1.87 for mortality. The Diabetes class (6.5%) was characterized by higher glucose and fructosamine, and had HR = 1.59, 95% CI 1.43, 1.77 for frailty and HR = 1.74, 95% CI 1.64, 1.85 for mortality. Finally, the Liver class (6.0%), characterized by higher liver enzyme levels, had HR = 1.15, 95% CI 1.01, 1.30 for frailty and HR = 1.40, 95% CI 1.31, 1.50 for mortality. Sex-stratified analyses did not show any substantial differences between men and women. CONCLUSIONS: Distinct sets of commonly available biomarkers were associated with development of frailty and monitoring these biomarkers in patients may allow for earlier detection and possible prevention of frailty, with the potential for improved quality of life. |
format | Online Article Text |
id | pubmed-8361369 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-83613692021-08-13 Blood-Based Biomarkers and Long-term Risk of Frailty—Experience From the Swedish AMORIS Cohort Wennberg, Alexandra M Ding, Mozhu Ebeling, Marcus Hammar, Niklas Modig, Karin J Gerontol A Biol Sci Med Sci THE JOURNAL OF GERONTOLOGY: Medical Sciences BACKGROUND: Frailty is associated with reduced quality of life, poor health outcomes, and death. Past studies have investigated how specific biomarkers are associated with frailty but understanding biomarkers in concert with each other and the associated risk of frailty is critical for clinical application. METHODS: Using a sample aged ≥59 years at baseline from the Swedish AMORIS (Apolipoprotein MOrtality RISk) cohort (n = 19 341), with biomarkers measured at baseline (1985–1996), we conducted latent class analysis with 18 biomarkers and used Cox models to determine the association between class and frailty and all-cause mortality. RESULTS: Four classes were identified. Compared to the largest class, the Reference class (81.7%), all other classes were associated with increased risk of both frailty and mortality. The Anemia class (5.8%), characterized by comparatively lower iron markers and higher inflammatory markers, had hazard ratio (HR) = 1.54, 95% confidence interval (CI) 1.38, 1.73 for frailty and HR = 1.76, 95% CI 1.65, 1.87 for mortality. The Diabetes class (6.5%) was characterized by higher glucose and fructosamine, and had HR = 1.59, 95% CI 1.43, 1.77 for frailty and HR = 1.74, 95% CI 1.64, 1.85 for mortality. Finally, the Liver class (6.0%), characterized by higher liver enzyme levels, had HR = 1.15, 95% CI 1.01, 1.30 for frailty and HR = 1.40, 95% CI 1.31, 1.50 for mortality. Sex-stratified analyses did not show any substantial differences between men and women. CONCLUSIONS: Distinct sets of commonly available biomarkers were associated with development of frailty and monitoring these biomarkers in patients may allow for earlier detection and possible prevention of frailty, with the potential for improved quality of life. Oxford University Press 2021-05-12 /pmc/articles/PMC8361369/ /pubmed/33979435 http://dx.doi.org/10.1093/gerona/glab137 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of The Gerontological Society of America. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | THE JOURNAL OF GERONTOLOGY: Medical Sciences Wennberg, Alexandra M Ding, Mozhu Ebeling, Marcus Hammar, Niklas Modig, Karin Blood-Based Biomarkers and Long-term Risk of Frailty—Experience From the Swedish AMORIS Cohort |
title | Blood-Based Biomarkers and Long-term Risk of Frailty—Experience From the Swedish AMORIS Cohort |
title_full | Blood-Based Biomarkers and Long-term Risk of Frailty—Experience From the Swedish AMORIS Cohort |
title_fullStr | Blood-Based Biomarkers and Long-term Risk of Frailty—Experience From the Swedish AMORIS Cohort |
title_full_unstemmed | Blood-Based Biomarkers and Long-term Risk of Frailty—Experience From the Swedish AMORIS Cohort |
title_short | Blood-Based Biomarkers and Long-term Risk of Frailty—Experience From the Swedish AMORIS Cohort |
title_sort | blood-based biomarkers and long-term risk of frailty—experience from the swedish amoris cohort |
topic | THE JOURNAL OF GERONTOLOGY: Medical Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8361369/ https://www.ncbi.nlm.nih.gov/pubmed/33979435 http://dx.doi.org/10.1093/gerona/glab137 |
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