General comorbidity indicators contribute to fracture risk independent of FRAX: registry-based cohort study
General comorbidity indicators contribute to fracture risk independent of FRAX: registry-based cohort study
CONTEXT: FRAX® estimates 10-year fracture probability from osteoporosis-specific risk factors. Medical comorbidity indicators are associated with fracture risk but whether these are independent from those in FRAX is uncertain.
OBJECTIVE: We hypothesized Johns Hopkins Aggregated Diagnosis Groups (ADG®) scores or recent hospitalization number may be independently associated with increased risk for fractures.
DESIGN: Retrospective cohort study.
SETTING: Manitoba BMD Registry (1996-2016).
PARTICIPANTS: Women and men age 40 with at least 3 years prior health care data.
EXPOSURES: Using linked administrative databases, ADG® scores were constructed along with number of hospitalizations for each individual.
MAIN MEASURES: Incident Major Osteoporotic Fracture and Hip Fracture was ascertained during average follow up of 9 years; Cox regression analysis determined the association between increasing ADG® score or number of hospitalizations and fractures.
RESULTS: Separately, hospitalizations and ADG® score independently increased the hazard ratio for fracture at all levels of comorbidity (hazard range 1.2-1.8, all p < 0.05), irrespective of adjustment for FRAX, BMD and competing mortality. Taken together, there was still a higher than predicted rate of fracture at all levels of increased comorbidity, independent of FRAX and BMD but attenuated by competing mortality. Using an intervention threshold of major fracture risk > 20%, application of the comorbidity hazard ratio multiplier to the patient population FRAX scores would increase the number of treatment candidates from 8.6% to 14.4%.
CONCLUSIONS: Both complex and simple measures of medical comorbidity may be used to modify FRAX-based risk estimates to capture the increased fracture risk associated with multiple comorbid conditions in older patients.
bone density, comorbidity, fracture risk, osteoporosis
Kline, Gregory A
fe51ba1b-9865-4933-a6ec-b18b70eee3e4
Morin, Suzanne N
68489af8-f604-4f28-88e0-60add9fde4ae
Lix, Lisa M
2fb61783-047d-4a4b-a45d-e09ac0763a7b
McCloskey, Eugene V
2f057a16-3d4e-4597-80c7-6ce47f969c78
Johansson, Helena
04f12338-4dd1-437b-b9bc-e0884130c215
Harvey, Nicholas C.
ce487fb4-d360-4aac-9d17-9466d6cba145
Kanis, John A
f1621d8d-8afb-4d97-9679-2165d88a344d
Leslie, William D
5b2dd5d6-4569-40a3-a9b1-95152d11e4f1
6 October 2022
Kline, Gregory A
fe51ba1b-9865-4933-a6ec-b18b70eee3e4
Morin, Suzanne N
68489af8-f604-4f28-88e0-60add9fde4ae
Lix, Lisa M
2fb61783-047d-4a4b-a45d-e09ac0763a7b
McCloskey, Eugene V
2f057a16-3d4e-4597-80c7-6ce47f969c78
Johansson, Helena
04f12338-4dd1-437b-b9bc-e0884130c215
Harvey, Nicholas C.
ce487fb4-d360-4aac-9d17-9466d6cba145
Kanis, John A
f1621d8d-8afb-4d97-9679-2165d88a344d
Leslie, William D
5b2dd5d6-4569-40a3-a9b1-95152d11e4f1
Kline, Gregory A, Morin, Suzanne N, Lix, Lisa M, McCloskey, Eugene V, Johansson, Helena, Harvey, Nicholas C., Kanis, John A and Leslie, William D
(2022)
General comorbidity indicators contribute to fracture risk independent of FRAX: registry-based cohort study.
Journal of Clinical Endocrinology & Metabolism.
(doi:10.1210/clinem/dgac582).
Abstract
CONTEXT: FRAX® estimates 10-year fracture probability from osteoporosis-specific risk factors. Medical comorbidity indicators are associated with fracture risk but whether these are independent from those in FRAX is uncertain.
OBJECTIVE: We hypothesized Johns Hopkins Aggregated Diagnosis Groups (ADG®) scores or recent hospitalization number may be independently associated with increased risk for fractures.
DESIGN: Retrospective cohort study.
SETTING: Manitoba BMD Registry (1996-2016).
PARTICIPANTS: Women and men age 40 with at least 3 years prior health care data.
EXPOSURES: Using linked administrative databases, ADG® scores were constructed along with number of hospitalizations for each individual.
MAIN MEASURES: Incident Major Osteoporotic Fracture and Hip Fracture was ascertained during average follow up of 9 years; Cox regression analysis determined the association between increasing ADG® score or number of hospitalizations and fractures.
RESULTS: Separately, hospitalizations and ADG® score independently increased the hazard ratio for fracture at all levels of comorbidity (hazard range 1.2-1.8, all p < 0.05), irrespective of adjustment for FRAX, BMD and competing mortality. Taken together, there was still a higher than predicted rate of fracture at all levels of increased comorbidity, independent of FRAX and BMD but attenuated by competing mortality. Using an intervention threshold of major fracture risk > 20%, application of the comorbidity hazard ratio multiplier to the patient population FRAX scores would increase the number of treatment candidates from 8.6% to 14.4%.
CONCLUSIONS: Both complex and simple measures of medical comorbidity may be used to modify FRAX-based risk estimates to capture the increased fracture risk associated with multiple comorbid conditions in older patients.
Text
Kline JCEM
- Accepted Manuscript
Text
dgac582
- Version of Record
Restricted to Repository staff only
Request a copy
More information
Accepted/In Press date: 28 September 2022
e-pub ahead of print date: 6 October 2022
Published date: 6 October 2022
Additional Information:
© The Author(s) 2022. Published by Oxford University Press on behalf of the Endocrine Society. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.
Keywords:
bone density, comorbidity, fracture risk, osteoporosis
Identifiers
Local EPrints ID: 471406
URI: http://eprints.soton.ac.uk/id/eprint/471406
ISSN: 0021-972X
PURE UUID: fa2f8467-a307-4280-9bb5-95cc4191bf35
Catalogue record
Date deposited: 07 Nov 2022 17:56
Last modified: 17 Mar 2024 07:33
Export record
Altmetrics
Contributors
Author:
Gregory A Kline
Author:
Suzanne N Morin
Author:
Lisa M Lix
Author:
Eugene V McCloskey
Author:
Helena Johansson
Author:
John A Kanis
Author:
William D Leslie
Download statistics
Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.
View more statistics