Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Mar 3;8(3):e250614.
doi: 10.1001/jamanetworkopen.2025.0614.

Frailty Trajectories Following Adjuvant Chemotherapy and Mortality in Older Women With Breast Cancer

Affiliations

Frailty Trajectories Following Adjuvant Chemotherapy and Mortality in Older Women With Breast Cancer

Emilie D Duchesneau et al. JAMA Netw Open. .

Abstract

Importance: Frailty assessed at a single time point is associated with mortality in older women with breast cancer. Little is known about how changes in frailty following cancer treatment initiation affect mortality.

Objective: To evaluate the association between claims-based frailty trajectories following adjuvant chemotherapy initiation and 5-year mortality in older women with stage I to III breast cancer.

Design, setting, and participants: This longitudinal cohort study used the Surveillance, Epidemiology, and End Results cancer registries linked to Medicare claims data (claims from 2003-2019). Women aged 65 years or older with stage I to III breast cancer diagnosed from 2004 to 2017 were included. Eligible women underwent breast surgery followed by adjuvant chemotherapy as initial treatment. A landmark design was used to identify frailty trajectories during the year following chemotherapy initiation. Continuous enrollment in Medicare fee-for-service from 180 days before cancer diagnosis through 360 days following chemotherapy initiation (landmark) was required. Women who died or disenrolled before the landmark were excluded. Analyses were conducted between September 2022 and March 2024.

Exposures: Claims-based frailty trajectories during the 360 days following chemotherapy initiation were identified using the Faurot frailty index, a validated claims-based proxy for frailty based on demographics and diagnosis, procedure, and durable medical equipment claims. The Faurot frailty index was calculated every 30 days from chemotherapy initiation through the landmark (360 days after chemotherapy initiation). Claims-based frailty trajectory clusters were identified using longitudinal K-means clustering.

Main outcomes and measures: Associations between the claims-based frailty trajectory clusters and 5-year mortality from the landmark were estimated using Kaplan-Meier analysis.

Results: In total, 20 292 women with breast cancer (median [IQR] age, 70 [67-74] years) were identified. The K-means analysis resulted in 6 trajectory clusters: 3 robust (16 120 women [79.4%]) or resilient (3259 [16.1%]) trajectories and 3 nonresilient trajectories (913 women [4.5%]). Five-year mortality was higher in women belonging to the 3 nonresilient trajectories compared with those belonging to the 3 resilient trajectories (52.1% vs 20.3%; difference, 31.8%; 95% CI, 29.0%-36.2%).

Conclusions and relevance: In this cohort study of women with stage I to III breast cancer, frailty changes following chemotherapy initiation were associated with long-term survival. Future research should assess the association of frailty interventions following cancer treatment initiation with survival and patient-centered outcomes in this population.

PubMed Disclaimer

Conflict of interest statement

Conflict of Interest Disclosures: Dr Kim reported receiving grants from National Institutes of Health (NIH) and personal fees from Alosa Health and VillageMD outside the submitted work. Dr Stürmer reported receiving salary support from the Center for Pharmacoepidemiology (current members: GlaxoSmithKline, UCB BioSciences, Takeda, AbbVie, Boehringer Ingelheim, Astellas, and Sarepta) and from a generous contribution from Dr Nancy A. Dreyer to the Department of Epidemiology, University of North Carolina at Chapel Hill and owning stock in stock in Novartis, Roche, and Novo Nordisk; Dr Stürmer does not accept personal compensation of any kind from any pharmaceutical company. Dr Lund reported receiving research support from Roche to the University of North Carolina; her spouse was formerly employed by GlaxoSmithKline and previously owned stock in the company. No other disclosures were reported.

Figures

Figure 1.
Figure 1.. Study Schematic
Brackets indicate time intervals relative to chemotherapy initiation (day 0) during which study eligibility criteria and variable definitions were applied. Square brackets indicate that the end points are included in the interval. BC indicates breast cancer.
Figure 2.
Figure 2.. Frailty Trajectories Following Adjuvant Chemotherapy and 5-Year Mortality in Women With Breast Cancer
A, Claims-based frailty trajectories during the year following adjuvant chemotherapy initiation (adapted from Duchesneau et al). The claims-based frailty index has no units. Percentages in key show proportion of participants in each trajectory group. B, Five-year mortality by claims-based frailty trajectory among women with stage I to III breast cancer diagnosed between 2004 and 2017 in the Surveillance, Epidemiology, and End Results–Medicare linked database. Five-year risks were 17% (risk difference [RD], 0 [reference]) for the robust trajectory, 34% (RD, 17; 95% CI, 15-19) for the resilient low-to-medium trajectory, 52% (RD, 31; 95% CI, 27-36) for the resilient medium-to-high trajectory, 48% (RD, 41; 95% CI, 32-49) for the nonresilient low-to-medium trajectory, 58% (RD, 35; 95% CI, 28-43) for the nonresilient low-to-high trajectory, and 69% (RD, 52; 95% CI, 42-63) for the nonresilient high trajectory.
Figure 3.
Figure 3.. Five-Year Mortality in Women With Breast Cancer, by Frailty Trajectory and Age
Percentages in keys show proportion of participants in each trajectory groups. Five-year mortality by claims-based frailty trajectory among women with stage I to III breast cancer diagnosed between 2004 to 2017 in the Surveillance, Epidemiology, and End Results–Medicare linked database, stratified by age at treatment initiation. For women aged 65 to 74 years (A), 5-year risks were 15% (risk difference [RD], 0 [reference]) for the robust trajectory, 29% (RD, 15; 95% CI, 12-17) for the resilient low-to-medium trajectory, 48% (RD, 34; 95% CI, 27-40) for the resilient medium-to-high trajectory, 48% (RD, 36; 95% CI, 22-48) for the nonresilient low-to-medium trajectory, 50% (RD, 33; 95% CI, 23-43) for the nonresilient low-to-high trajectory, and 71% (RD, 57; 95% CI, 43-70) for the nonresilient high trajectory. For women aged 75 years and older (B), 5-year risks were 25% (RD, 0 [reference]) for the robust trajectory, 39% (RD, 14; 95% CI, 11-18) for the resilient low-to-medium trajectory, 56% (RD, 23; 95% CI, 16-29) for the resilient medium-to-high trajectory, 48% (RD, 40; 95% CI, 28-52) for the nonresilient low-to-medium trajectory, 65% (RD, 31; 95% CI, 20-41) for the nonresilient low-to-high trajectory, and 66% (RD, 41; 95% CI, 25-57) for the nonresilient high trajectory.

References

    1. National Cancer Institute . Surveillance Epidemiology and End Results (SEER) Program. Cancer stat facts: female breast cancer. Accessed December 13, 2022. https://seer.cancer.gov/statfacts/html/breast.html
    1. Howlader N, Noone AM, Krapcho M. SEER cancer statistics review, 1975-2016. 2019. Accessed February 3, 2025. https://seer.cancer.gov/archive/csr/1975_2016/index.html
    1. Bennett JA, Winters-Stone KM, Dobek J, Nail LM. Frailty in older breast cancer survivors: age, prevalence, and associated factors. Oncol Nurs Forum. 2013;40(3):E126-E134. doi:10.1188/13.ONF.E126-E134 - DOI - PMC - PubMed
    1. Cohen HJ, Smith D, Sun CL, et al. ; Cancer and Aging Research Group . Frailty as determined by a comprehensive geriatric assessment-derived deficit-accumulation index in older patients with cancer who receive chemotherapy. Cancer. 2016;122(24):3865-3872. doi:10.1002/cncr.30269 - DOI - PMC - PubMed
    1. Mandelblatt JS, Cai L, Luta G, et al. . Frailty and long-term mortality of older breast cancer patients: CALGB 369901 (Alliance). Breast Cancer Res Treat. 2017;164(1):107-117. doi:10.1007/s10549-017-4222-8 - DOI - PMC - PubMed

Publication types