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A nomogram for predicting complications in patients with solid tumours and seemingly stable febrile neutropenia
BACKGROUND: We sought to develop and externally validate a nomogram and web-based calculator to individually predict the development of serious complications in seemingly stable adult patients with solid tumours and episodes of febrile neutropenia (FN). PATIENTS AND METHODS: The data from the FINITE...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4891503/ https://www.ncbi.nlm.nih.gov/pubmed/27187687 http://dx.doi.org/10.1038/bjc.2016.118 |
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author | Fonseca, Paula Jiménez Carmona-Bayonas, Alberto García, Ignacio Matos Marcos, Rosana Castañón, Eduardo Antonio, Maite Font, Carme Biosca, Mercè Blasco, Ana Lozano, Rebeca Ramchandani, Avinash Beato, Carmen de Castro, Eva Martínez Espinosa, Javier Martínez-García, Jerónimo Ghanem, Ismael Cubero, Jorge Hernando Manrique, Isabel Aragón Navalón, Francisco García Sevillano, Elena Manzano, Aránzazu Virizuela, Juan Garrido, Marcelo Mondéjar, Rebeca Arcusa, María Ángeles Bonilla, Yaiza Pérez, Quionia Gallardo, Elena del Carmen Soriano, Maria Cardona, Mercè Lasheras, Fernando Sánchez Cruz, Juan Jesús Ayala, Francisco |
author_facet | Fonseca, Paula Jiménez Carmona-Bayonas, Alberto García, Ignacio Matos Marcos, Rosana Castañón, Eduardo Antonio, Maite Font, Carme Biosca, Mercè Blasco, Ana Lozano, Rebeca Ramchandani, Avinash Beato, Carmen de Castro, Eva Martínez Espinosa, Javier Martínez-García, Jerónimo Ghanem, Ismael Cubero, Jorge Hernando Manrique, Isabel Aragón Navalón, Francisco García Sevillano, Elena Manzano, Aránzazu Virizuela, Juan Garrido, Marcelo Mondéjar, Rebeca Arcusa, María Ángeles Bonilla, Yaiza Pérez, Quionia Gallardo, Elena del Carmen Soriano, Maria Cardona, Mercè Lasheras, Fernando Sánchez Cruz, Juan Jesús Ayala, Francisco |
author_sort | Fonseca, Paula Jiménez |
collection | PubMed |
description | BACKGROUND: We sought to develop and externally validate a nomogram and web-based calculator to individually predict the development of serious complications in seemingly stable adult patients with solid tumours and episodes of febrile neutropenia (FN). PATIENTS AND METHODS: The data from the FINITE study (n=1133) and University of Salamanca Hospital (USH) FN registry (n=296) were used to develop and validate this tool. The main eligibility criterion was the presence of apparent clinical stability, defined as events without acute organ dysfunction, abnormal vital signs, or major infections. Discriminatory ability was measured as the concordance index and stratification into risk groups. RESULTS: The rate of infection-related complications in the FINITE and USH series was 13.4% and 18.6%, respectively. The nomogram used the following covariates: Eastern Cooperative Group (ECOG) Performance Status ⩾2, chronic obstructive pulmonary disease, chronic cardiovascular disease, mucositis of grade ⩾2 (National Cancer Institute Common Toxicity Criteria), monocytes <200/mm(3), and stress-induced hyperglycaemia. The nomogram predictions appeared to be well calibrated in both data sets (Hosmer–Lemeshow test, P>0.1). The concordance index was 0.855 and 0.831 in each series. Risk group stratification revealed a significant distinction in the proportion of complications. With a ⩾116-point cutoff, the nomogram yielded the following prognostic indices in the USH registry validation series: 66% sensitivity, 83% specificity, 3.88 positive likelihood ratio, 48% positive predictive value, and 91% negative predictive value. CONCLUSIONS: We have developed and externally validated a nomogram and web calculator to predict serious complications that can potentially impact decision-making in patients with seemingly stable FN. |
format | Online Article Text |
id | pubmed-4891503 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-48915032017-05-24 A nomogram for predicting complications in patients with solid tumours and seemingly stable febrile neutropenia Fonseca, Paula Jiménez Carmona-Bayonas, Alberto García, Ignacio Matos Marcos, Rosana Castañón, Eduardo Antonio, Maite Font, Carme Biosca, Mercè Blasco, Ana Lozano, Rebeca Ramchandani, Avinash Beato, Carmen de Castro, Eva Martínez Espinosa, Javier Martínez-García, Jerónimo Ghanem, Ismael Cubero, Jorge Hernando Manrique, Isabel Aragón Navalón, Francisco García Sevillano, Elena Manzano, Aránzazu Virizuela, Juan Garrido, Marcelo Mondéjar, Rebeca Arcusa, María Ángeles Bonilla, Yaiza Pérez, Quionia Gallardo, Elena del Carmen Soriano, Maria Cardona, Mercè Lasheras, Fernando Sánchez Cruz, Juan Jesús Ayala, Francisco Br J Cancer Clinical Study BACKGROUND: We sought to develop and externally validate a nomogram and web-based calculator to individually predict the development of serious complications in seemingly stable adult patients with solid tumours and episodes of febrile neutropenia (FN). PATIENTS AND METHODS: The data from the FINITE study (n=1133) and University of Salamanca Hospital (USH) FN registry (n=296) were used to develop and validate this tool. The main eligibility criterion was the presence of apparent clinical stability, defined as events without acute organ dysfunction, abnormal vital signs, or major infections. Discriminatory ability was measured as the concordance index and stratification into risk groups. RESULTS: The rate of infection-related complications in the FINITE and USH series was 13.4% and 18.6%, respectively. The nomogram used the following covariates: Eastern Cooperative Group (ECOG) Performance Status ⩾2, chronic obstructive pulmonary disease, chronic cardiovascular disease, mucositis of grade ⩾2 (National Cancer Institute Common Toxicity Criteria), monocytes <200/mm(3), and stress-induced hyperglycaemia. The nomogram predictions appeared to be well calibrated in both data sets (Hosmer–Lemeshow test, P>0.1). The concordance index was 0.855 and 0.831 in each series. Risk group stratification revealed a significant distinction in the proportion of complications. With a ⩾116-point cutoff, the nomogram yielded the following prognostic indices in the USH registry validation series: 66% sensitivity, 83% specificity, 3.88 positive likelihood ratio, 48% positive predictive value, and 91% negative predictive value. CONCLUSIONS: We have developed and externally validated a nomogram and web calculator to predict serious complications that can potentially impact decision-making in patients with seemingly stable FN. Nature Publishing Group 2016-05-24 2016-05-17 /pmc/articles/PMC4891503/ /pubmed/27187687 http://dx.doi.org/10.1038/bjc.2016.118 Text en Copyright © 2016 Cancer Research UK http://creativecommons.org/licenses/by-nc-sa/4.0/ From twelve months after its original publication, this work is licensed under the Creative Commons Attribution-NonCommercial-Share Alike 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/4.0/ |
spellingShingle | Clinical Study Fonseca, Paula Jiménez Carmona-Bayonas, Alberto García, Ignacio Matos Marcos, Rosana Castañón, Eduardo Antonio, Maite Font, Carme Biosca, Mercè Blasco, Ana Lozano, Rebeca Ramchandani, Avinash Beato, Carmen de Castro, Eva Martínez Espinosa, Javier Martínez-García, Jerónimo Ghanem, Ismael Cubero, Jorge Hernando Manrique, Isabel Aragón Navalón, Francisco García Sevillano, Elena Manzano, Aránzazu Virizuela, Juan Garrido, Marcelo Mondéjar, Rebeca Arcusa, María Ángeles Bonilla, Yaiza Pérez, Quionia Gallardo, Elena del Carmen Soriano, Maria Cardona, Mercè Lasheras, Fernando Sánchez Cruz, Juan Jesús Ayala, Francisco A nomogram for predicting complications in patients with solid tumours and seemingly stable febrile neutropenia |
title | A nomogram for predicting complications in patients with solid tumours and seemingly stable febrile neutropenia |
title_full | A nomogram for predicting complications in patients with solid tumours and seemingly stable febrile neutropenia |
title_fullStr | A nomogram for predicting complications in patients with solid tumours and seemingly stable febrile neutropenia |
title_full_unstemmed | A nomogram for predicting complications in patients with solid tumours and seemingly stable febrile neutropenia |
title_short | A nomogram for predicting complications in patients with solid tumours and seemingly stable febrile neutropenia |
title_sort | nomogram for predicting complications in patients with solid tumours and seemingly stable febrile neutropenia |
topic | Clinical Study |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4891503/ https://www.ncbi.nlm.nih.gov/pubmed/27187687 http://dx.doi.org/10.1038/bjc.2016.118 |
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