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Development, validation and clinical impact of a prediction model for 6-month mortality in older cancer patients: the GRADE

Authors :
Elena Paillaud
Laurent Zelek
Eurydice Angeli
Frédéric Pamoukdjian
Florence Canoui-Poitrine
Thomas Aparicio
Kader Chouahnia
B. Duchemann
Guilhem Bousquet
Hôpital Avicenne [AP-HP]
Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)
Marqueurs cardiovasculaires en situation de stress (MASCOT (UMR_S_942 / U942))
Institut National de la Santé et de la Recherche Médicale (INSERM)-Groupe Hospitalier Saint Louis - Lariboisière - Fernand Widal [Paris]
Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)-Université Sorbonne Paris Nord
Clinical Epidemiology and Ageing : Geriatrie Soins Primaires et Santé Publique (CEpiA)
Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)
CHU Henri Mondor
Université Paris 13 (UP13)
Hôpital Européen Georges Pompidou [APHP] (HEGP)
Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpitaux Universitaires Paris Ouest - Hôpitaux Universitaires Île de France Ouest (HUPO)
Ratajczak, Philippe
Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Centre National de la Recherche Scientifique (CNRS)-Université de Paris (UP)-Université Sorbonne Paris Nord
Service d'Oncologie Médicale [AP-HP Hôpital Avicenne]
Université Paris 13 (UP13)-Hôpital Avicenne [AP-HP]
Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)
Service de Santé Publique [Créteil]
Groupe Henri Mondor-Albert Chenevier
Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpital Henri Mondor-Hôpital Albert Chenevier-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpital Henri Mondor-Hôpital Albert Chenevier
Service de pneumologie [Avicenne]
Service de Gastro-entérologie [Hôpital Avicenne - APHP]
service d'Oncologie Gériatrique [Hôpital Avicenne - APHP]
IMRB - CEPIA/'Clinical Epidemiology And Ageing : Geriatrics, Primary Care and Public Health' [Créteil] (U955 Inserm - UPEC)
Institut Mondor de Recherche Biomédicale (IMRB)
Institut National de la Santé et de la Recherche Médicale (INSERM)-IFR10-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)-Institut National de la Santé et de la Recherche Médicale (INSERM)-IFR10-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)
Source :
Aging (Albany NY), Aging, Aging, 2020, 12 (5), pp.4230-4246. ⟨10.18632/aging.102876⟩, Aging, Impact Journals, 2020, 12 (5), pp.4230-4246. ⟨10.18632/aging.102876⟩
Publication Year :
2020
Publisher :
Impact Journals, 2020.

Abstract

International audience; Background: To develop, validate, and assess the clinical impact of a clinical score to predict a 6-month mortality risk among older cancer patients.Results: The mean age was 81.2 ± 6.1 years (women: 54%, various cancers, metastatic cancer: 45%). The score, namely the GRADE, included two geriatric variables (unintentional weight loss, impaired mobility), two oncological variables (cancer site, cancer extension), and exclusively supportive care. Up to a 14% risk of early death, the decision curves suggest that cancer treatment should be instated.Conclusion: We have developed and validated a simple score, easy to implement in daily oncological practice, to predict early death among older cancer patients which could guide oncologists in their treatment decisions.Methods: 603 outpatients prospectively included in the Physical Frailty in Elderly Cancer patients cohort study. We created a multivariate prediction model by evaluating the strength of the individual components of the Geriatric Assessment regarding risk of death at 6 months. Each component was evaluated by univariate analysis and the significant variables (P ≤ 0.20) were carried on as covariates in the multivariate cox proportion hazard analysis. The beta coefficients from the model were used to build a point-based scoring system. Clinical impact was assessed using decision curves.

Details

Language :
English
ISSN :
19454589
Volume :
12
Issue :
5
Database :
OpenAIRE
Journal :
Aging (Albany NY)
Accession number :
edsair.doi.dedup.....16f650e170abb1b81fcc5592a724479c