Literature DB >> 28414610

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.

Lindsay A Renfro1, Richard M Goldberg1, Axel Grothey1, Alberto Sobrero1, Richard Adams1, Matthew T Seymour1, Volker Heinemann1, Hans-Joachim Schmoll1, Jean-Yves Douillard1, Herbert Hurwitz1, Charles S Fuchs1, Eduardo Diaz-Rubio1, Rainer Porschen1, Christophe Tournigand1, Benoist Chibaudel1, Paulo M Hoff1, Fairooz F Kabbinavar1, Alfredo Falcone1, Niall C Tebbutt1, Cornelis J A Punt1, J Randolph Hecht1, John Souglakos1, Carsten Bokemeyer1, Eric Van Cutsem1, Leonard Saltz1, Aimery de Gramont1, Daniel J Sargent1.   

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.

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Year:  2017        PMID: 28414610      PMCID: PMC5466009          DOI: 10.1200/JCO.2016.71.5771

Source DB:  PubMed          Journal:  J Clin Oncol        ISSN: 0732-183X            Impact factor:   44.544


  14 in total

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5.  S1417CD: A Prospective Multicenter Cooperative Group-Led Study of Financial Hardship in Metastatic Colorectal Cancer Patients.

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Review 6.  Clinical Trial Endpoints in Metastatic Cancer: Using Individual Participant Data to Inform Future Trials Methodology.

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Review 7.  Colorectal Liver Metastases: Does the Future of Precision Medicine Lie in Genetic Testing?

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