Renfro, LA, Goldberg, RM, Grothey A et al. (24 more authors) (2017) Clinical Calculator for Early Mortality in Metastatic Colorectal Cancer: An Analysis of Patients From 28 Clinical Trials in the Aide et Recherche en Cancérologie Digestive Database. Journal of Clinical Oncology, 35 (17). pp. 1929-1937. ISSN 0732-183X
Abstract
Purpose: Factors contributing to early mortality after initiation of treatment of metastatic colorectal cancer are poorly understood.
Materials and Methods: Data from 22,654 patients enrolled in 28 randomized phase III trials contained in the ARCAD (Aide et Recherche en Cancérologie Digestive) database were pooled. Multivariable logistic regression models for 30-, 60-, and 90-day mortality were constructed, including clinically and statistically significant patient and disease factors and interaction terms. A calculator (nomogram) for 90-day mortality was developed and validated internally using bootstrapping methods and externally using a 10% random holdout sample from each trial. The impact of early progression on the likelihood of survival to 90 days was examined with time-dependent Cox proportional hazards models.
Results: Mortality rates were 1.4% at 30 days, 3.4% at 60 days, and 5.5% at 90 days. Among baseline factors, advanced age, lower body mass index, poorer performance status, increased number of metastatic sites, BRAF mutant status, and several laboratory parameters were associated with increased likelihood of early mortality. A multivariable model for 90-day mortality showed strong internal discrimination (C-index, 0.77) and good calibration across risk groups as well as accurate predictions in the external validation set, both overall and within patient subgroups.
Conclusion: A validated clinical nomogram has been developed to quantify the risk of early death for individual patients during initial treatment of metastatic colorectal cancer. This tool may be used for patient eligibility assessment or risk stratification in future clinical trials and to identify patients requiring more or less aggressive therapy and additional supportive measures during and after treatment.
Metadata
Item Type: | Article |
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Authors/Creators: |
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Copyright, Publisher and Additional Information: | © 2017 by American Society of Clinical Oncology. Reproduced in accordance with the publisher's self-archiving policy. |
Keywords: | Colorectal cancer; Meta-analysis |
Dates: |
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Institution: | The University of Leeds |
Academic Units: | The University of Leeds > Faculty of Medicine and Health (Leeds) > School of Medicine (Leeds) > Leeds Institute of Cancer and Pathology (LICAP) > Clinical Cancer Research (Leeds) |
Depositing User: | Symplectic Publications |
Date Deposited: | 27 Nov 2018 11:52 |
Last Modified: | 27 Nov 2018 12:02 |
Status: | Published |
Publisher: | American Society of Clinical Oncology |
Identification Number: | 10.1200/JCO.2016.71.5771 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:139208 |