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Standard laboratory tests to identify older adults at increased risk of death

BACKGROUND: Older adults are at an increased risk of death, but not all people of the same age have the same risk. Many methods identify frail people (that is, those at increased risk) but these often require time-consuming interactions with health care providers. We evaluated whether standard labor...

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Autores principales: Howlett, Susan E, Rockwood, Michael RH, Mitnitski, Arnold, Rockwood, Kenneth
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4190374/
https://www.ncbi.nlm.nih.gov/pubmed/25288274
http://dx.doi.org/10.1186/s12916-014-0171-9
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author Howlett, Susan E
Rockwood, Michael RH
Mitnitski, Arnold
Rockwood, Kenneth
author_facet Howlett, Susan E
Rockwood, Michael RH
Mitnitski, Arnold
Rockwood, Kenneth
author_sort Howlett, Susan E
collection PubMed
description BACKGROUND: Older adults are at an increased risk of death, but not all people of the same age have the same risk. Many methods identify frail people (that is, those at increased risk) but these often require time-consuming interactions with health care providers. We evaluated whether standard laboratory tests on their own, or added to a clinical frailty index (FI), could improve identification of older adults at increased risk of death. METHODS: This is a secondary analysis of a prospective cohort study, where community dwelling and institutionalized participants in the Canadian Study of Health and Aging who also volunteered for blood collection (n = 1,013) were followed for up to six years. A standard FI (FI-CSHA) was constructed from data obtained during the clinical evaluation and a second, novel FI was constructed from laboratory data plus systolic and diastolic blood pressure measurements (FI-LAB). A combined FI included all items from each index. Predictive validity was tested using Cox proportional hazards analysis and discriminative ability by the area under receiver operating characteristic (ROC) curves. RESULTS: Of 1,013 participants, 51.3% had died by six years. The mean baseline value of the FI-LAB was 0.27 (standard deviation 0.11; range 0.05 to 0.63), the FI-CSHA was 0.25 (0.11; 0.02 to 0.72), and the combined FI was 0.26 (0.09; 0.06 to 0.59). In an age- and sex-adjusted model, with each increment in the FI-LAB, the hazard ratios increased by 2.8% (95% confidence interval 1.02 to 1.04). The hazard ratios for the FI-CSHA and the combined FI were 1.02 (1.01 to 1.03) and 1.04 (1.03 to 1.05), respectively. The FI-LAB and FI-CSHA remained independently associated with death in the face of the other. The areas under the ROC curves were 0.72 for FI-LAB, 0.73 for FI-CSHA and 0.74 for the combined FI. CONCLUSIONS: An FI based on routine laboratory data can identify older adults at increased risk of death. Additional evaluation of this approach in clinical settings is warranted. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12916-014-0171-9) contains supplementary material, which is available to authorized users.
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spelling pubmed-41903742014-10-10 Standard laboratory tests to identify older adults at increased risk of death Howlett, Susan E Rockwood, Michael RH Mitnitski, Arnold Rockwood, Kenneth BMC Med Research Article BACKGROUND: Older adults are at an increased risk of death, but not all people of the same age have the same risk. Many methods identify frail people (that is, those at increased risk) but these often require time-consuming interactions with health care providers. We evaluated whether standard laboratory tests on their own, or added to a clinical frailty index (FI), could improve identification of older adults at increased risk of death. METHODS: This is a secondary analysis of a prospective cohort study, where community dwelling and institutionalized participants in the Canadian Study of Health and Aging who also volunteered for blood collection (n = 1,013) were followed for up to six years. A standard FI (FI-CSHA) was constructed from data obtained during the clinical evaluation and a second, novel FI was constructed from laboratory data plus systolic and diastolic blood pressure measurements (FI-LAB). A combined FI included all items from each index. Predictive validity was tested using Cox proportional hazards analysis and discriminative ability by the area under receiver operating characteristic (ROC) curves. RESULTS: Of 1,013 participants, 51.3% had died by six years. The mean baseline value of the FI-LAB was 0.27 (standard deviation 0.11; range 0.05 to 0.63), the FI-CSHA was 0.25 (0.11; 0.02 to 0.72), and the combined FI was 0.26 (0.09; 0.06 to 0.59). In an age- and sex-adjusted model, with each increment in the FI-LAB, the hazard ratios increased by 2.8% (95% confidence interval 1.02 to 1.04). The hazard ratios for the FI-CSHA and the combined FI were 1.02 (1.01 to 1.03) and 1.04 (1.03 to 1.05), respectively. The FI-LAB and FI-CSHA remained independently associated with death in the face of the other. The areas under the ROC curves were 0.72 for FI-LAB, 0.73 for FI-CSHA and 0.74 for the combined FI. CONCLUSIONS: An FI based on routine laboratory data can identify older adults at increased risk of death. Additional evaluation of this approach in clinical settings is warranted. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12916-014-0171-9) contains supplementary material, which is available to authorized users. BioMed Central 2014-10-07 /pmc/articles/PMC4190374/ /pubmed/25288274 http://dx.doi.org/10.1186/s12916-014-0171-9 Text en © Howlett et al.; licensee BioMed Central Ltd. 2014 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Howlett, Susan E
Rockwood, Michael RH
Mitnitski, Arnold
Rockwood, Kenneth
Standard laboratory tests to identify older adults at increased risk of death
title Standard laboratory tests to identify older adults at increased risk of death
title_full Standard laboratory tests to identify older adults at increased risk of death
title_fullStr Standard laboratory tests to identify older adults at increased risk of death
title_full_unstemmed Standard laboratory tests to identify older adults at increased risk of death
title_short Standard laboratory tests to identify older adults at increased risk of death
title_sort standard laboratory tests to identify older adults at increased risk of death
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4190374/
https://www.ncbi.nlm.nih.gov/pubmed/25288274
http://dx.doi.org/10.1186/s12916-014-0171-9
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