Derivation and external validation of a risk score for clinically important declines in health and function among two longitudinal cohorts of women in the mid-life.


Journal

BMJ open
ISSN: 2044-6055
Titre abrégé: BMJ Open
Pays: England
ID NLM: 101552874

Informations de publication

Date de publication:
09 08 2023
Historique:
medline: 11 8 2023
pubmed: 10 8 2023
entrez: 9 8 2023
Statut: epublish

Résumé

Women in mid-life often develop chronic conditions and experience declines in physical health and function. Identifying factors associated with declines provides opportunity for targeted interventions. We derived and externally validated a risk score for clinically important declines over 10 years among women ages 55-65 using the Physical Component Summary Score (PCS) of the SF-36. Derivation and validation of a risk score. Two longitudinal cohorts from sites in the USA were used. Women from the Study of Women's Health Across the Nation (SWAN) and women from the Women's Health Initiative (WHI) Observational Study and/or clinical trials. A clinically important decline over 10 years among women ages 55-65 using the PCS of the SF-36 predictors was measured at the beginning of the 10 years of follow-up. Seven factors-lower educational attainment, smoking, higher body mass index, history of cardiovascular disease, history of osteoarthritis, depressive symptoms and baseline PCS level-were found to be significant predictors of PCS decline among women in SWAN with an area under the curve (AUC)=0.71 and a Brier Score=0.14. The same factors were associated with a decline in PCS in WHI with an AUC=0.64 and a Brier Score=0.18. Regression coefficients from the SWAN analysis were used to estimate risk scores for PCS decline in both cohorts. Using a threshold of a 30% probability of a significant decline, the risk score created a binary test with a specificity between 89%-93% and an accuracy of 73%-79%. Seven clinical variables were used to create a valid risk score for PCS declines that was replicated in an external cohort. The risk score provides a method for identifying women at high risk for a significant mid-life PCS decline.

Identifiants

pubmed: 37558437
pii: bmjopen-2022-069149
doi: 10.1136/bmjopen-2022-069149
pmc: PMC10414087
doi:

Types de publication

Observational Study Journal Article Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

e069149

Subventions

Organisme : NHLBI NIH HHS
ID : HHSN268201600002C
Pays : United States
Organisme : NIA NIH HHS
ID : P30 AG024824
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201600003C
Pays : United States
Organisme : NIA NIH HHS
ID : U01 AG012505
Pays : United States
Organisme : NIA NIH HHS
ID : U01 AG012531
Pays : United States
Organisme : NIA NIH HHS
ID : U01 AG012554
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201600018C
Pays : United States
Organisme : NIA NIH HHS
ID : U01 AG012535
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201600004C
Pays : United States
Organisme : NIA NIH HHS
ID : U01 AG012553
Pays : United States
Organisme : NINR NIH HHS
ID : U01 NR004061
Pays : United States
Organisme : NIA NIH HHS
ID : U01 AG012539
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201600001C
Pays : United States
Organisme : NIA NIH HHS
ID : U01 AG012546
Pays : United States
Organisme : NIA NIH HHS
ID : U19 AG063720
Pays : United States
Organisme : NIA NIH HHS
ID : U01 AG012495
Pays : United States

Informations de copyright

© Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.

Déclaration de conflit d'intérêts

Competing interests: DHS reports unrelated research contracts to his institution from Amgen, Abbvie, CorEvitas, Janssen and Moderna. He also receives royalties for chapters in UpToDate on NSAIDs.

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Auteurs

Daniel H Solomon (DH)

Division of Rheumatology, Inflammation and Immunity, Brigham and Women's Hospital, Boston, Massachusetts, USA dsolomon@bwh.harvard.edu.
Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.

Leah Santacroce (L)

Division of Rheumatology, Inflammation and Immunity, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.

Aladdin Shadyab (A)

Department of Medicine, University of California San Diego, La Jolla, California, USA.

Bernhard Haring (B)

Department of Medicine III, Saarland University Medical Center, Saarbrücken, Germany.

Sherri-Ann M Burnett-Bowie (SM)

Endocrine Division, Massachusetts General Hospital, Boston, Massachusetts, USA.

Carrie Karvonen-Gutierrez (C)

Department of Epidemiology, University of Michigan, Ann Arbor, Michigan, USA.

Alicia Colvin (A)

School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.

Rebecca Jackson (R)

Department of Human Nutrition, The Ohio State University, Columbus, Ohio, USA.

Meryl S LeBoff (MS)

Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.

Kristine Ruppert (K)

School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.

Celina I Valencia (CI)

Department of Medicine, University of Arizona College of Medicine, Tucson, Arizona, USA.

Nancy E Avis (NE)

Department of Social Sciences & Health Policy, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.

JoAnn E Manson (JE)

Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.

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